├── .gitignore
├── LICENSE
├── README.md
├── create_map
├── 1_sampleTrainingGrid.Rmd
└── 3_assembleDataFrame.ipynb
├── data
├── arms_rotation
│ └── ARMS_priorCrop.csv
├── cdl_counties
│ ├── 1999_CDL_13States_allclasses_area_m2.csv
│ ├── 2000_CDL_13States_allclasses_area_m2.csv
│ ├── 2001_CDL_13States_allclasses_area_m2.csv
│ ├── 2002_CDL_13States_allclasses_area_m2.csv
│ ├── 2003_CDL_13States_allclasses_area_m2.csv
│ ├── 2004_CDL_13States_allclasses_area_m2.csv
│ ├── 2005_CDL_13States_allclasses_area_m2.csv
│ ├── 2006_CDL_13States_allclasses_area_m2.csv
│ ├── 2007_CDL_13States_allclasses_area_m2.csv
│ ├── 2008_CDL_13States_allclasses_area_m2.csv
│ ├── 2009_CDL_13States_allclasses_area_m2.csv
│ ├── 2010_CDL_13States_allclasses_area_m2.csv
│ ├── 2011_CDL_13States_allclasses_area_m2.csv
│ ├── 2012_CDL_13States_allclasses_area_m2.csv
│ ├── 2013_CDL_13States_allclasses_area_m2.csv
│ ├── 2014_CDL_13States_allclasses_area_m2.csv
│ ├── 2015_CDL_13States_allclasses_area_m2.csv
│ ├── 2016_CDL_13States_allclasses_area_m2.csv
│ ├── 2017_CDL_13States_allclasses_area_m2.csv
│ └── 2018_CDL_13States_allclasses_area_m2.csv
├── csdl_counties
│ ├── 1999_CSDL_13States_area_m2.csv
│ ├── 2000_CSDL_13States_area_m2.csv
│ ├── 2001_CSDL_13States_area_m2.csv
│ ├── 2002_CSDL_13States_area_m2.csv
│ ├── 2003_CSDL_13States_area_m2.csv
│ ├── 2004_CSDL_13States_area_m2.csv
│ ├── 2005_CSDL_13States_area_m2.csv
│ ├── 2006_CSDL_13States_area_m2.csv
│ ├── 2007_CSDL_13States_area_m2.csv
│ ├── 2008_CSDL_13States_area_m2.csv
│ ├── 2009_CSDL_13States_area_m2.csv
│ ├── 2010_CSDL_13States_area_m2.csv
│ ├── 2011_CSDL_13States_area_m2.csv
│ ├── 2012_CSDL_13States_area_m2.csv
│ ├── 2013_CSDL_13States_area_m2.csv
│ ├── 2014_CSDL_13States_area_m2.csv
│ ├── 2015_CSDL_13States_area_m2.csv
│ ├── 2016_CSDL_13States_area_m2.csv
│ ├── 2017_CSDL_13States_area_m2.csv
│ └── 2018_CSDL_13States_area_m2.csv
├── csdl_rotation
│ ├── 2001_CSDL_cropsYearPrior_corn.csv
│ ├── 2005_CSDL_cropsYearPrior_corn.csv
│ └── 2010_CSDL_cropsYearPrior_corn.csv
├── example_samples
│ ├── allFeatures_grid250pts_2018_0.csv
│ ├── harmonics_2terms_omega1-5_grid250pts_2018_0.csv
│ └── weatherVars_grid250pts_2018_0.csv
├── landsat_availability
│ ├── 1999_landsatAvailability_JJA_13states.csv
│ ├── 2000_landsatAvailability_JJA_13states.csv
│ ├── 2001_landsatAvailability_JJA_13states.csv
│ ├── 2002_landsatAvailability_JJA_13states.csv
│ ├── 2003_landsatAvailability_JJA_13states.csv
│ ├── 2004_landsatAvailability_JJA_13states.csv
│ ├── 2005_landsatAvailability_JJA_13states.csv
│ ├── 2006_landsatAvailability_JJA_13states.csv
│ ├── 2007_landsatAvailability_JJA_13states.csv
│ ├── 2008_landsatAvailability_JJA_13states.csv
│ ├── 2009_landsatAvailability_JJA_13states.csv
│ ├── 2010_landsatAvailability_JJA_13states.csv
│ ├── 2011_landsatAvailability_JJA_13states.csv
│ ├── 2012_landsatAvailability_JJA_13states.csv
│ ├── 2013_landsatAvailability_JJA_13states.csv
│ ├── 2014_landsatAvailability_JJA_13states.csv
│ ├── 2015_landsatAvailability_JJA_13states.csv
│ ├── 2016_landsatAvailability_JJA_13states.csv
│ ├── 2017_landsatAvailability_JJA_13states.csv
│ └── 2018_landsatAvailability_JJA_13states.csv
└── nass_counties
│ ├── NASS_cropAreaCorn_1999to2018_raw.csv
│ └── NASS_cropAreaSoy_1999to2018_raw.csv
├── results
├── CSDLvsCDL_users_producers_accuracies.csv
└── webster_city_legend.png
└── validate_map
├── 1_NASSvsCSDLvsCDL.ipynb
├── 2_countyTimeTrends.ipynb
├── 3_cropRotation.ipynb
└── 4_LandsatAvailability.ipynb
/.gitignore:
--------------------------------------------------------------------------------
1 | .ipynb*
2 | .DS_Store
3 | *.Rhistory
4 |
--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
1 | MIT License
2 |
3 | Copyright (c) 2020 David Lobell's Lab Repo
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 |
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # Corn Soy Data Layer
2 |
3 | This repo contains code that walks through key steps to create and validate the Corn-Soy Data Layer (CSDL), a map that classifies corn and soybean in 13 states in the US Midwest from 1999-2018 at 30m resolution. Although the USDA's Cropland Data Layer (CDL) offers crop type maps across the conterminous US from 2008 onward, such maps are missing in many Midwestern states or are uneven in quality before 2008. To fill these data gaps, we used the now-public Landsat archive and cloud computing services to map corn and soybean, the primary crops in the Midwest, back to 1999.
4 |
5 |

6 |
7 | ## Dataset
8 |
9 | Our dataset can be accessed through one of two ways:
10 | - Google Earth Engine asset [here](https://code.earthengine.google.com/?asset=projects/lobell-lab/us_croptype_hindcast/CSDL)
11 | - Zenodo repo housing GeoTIFFs [here](https://doi.org/10.5281/zenodo.3742742)
12 |
13 | Map legend:
14 | - 0 = outside study area
15 | - 1 = corn
16 | - 5 = soy
17 | - 9 = other crop
18 | - 255 = non-crop (masked by NLCD)
19 |
20 | Values were chosen to be consistent with CDL values when possible.
21 |
22 | When using the dataset, please cite: [](https://doi.org/10.5281/zenodo.4110647)
23 |
24 | ## Usage Notes
25 |
26 | We recommend that users consider metrics such as (1) [user's and producer's accuracy with CDL](https://github.com/LobellLab/csdl/blob/master/results/CSDLvsCDL_users_producers_accuracies.csv) and (2) [R2 with NASS statistics](https://github.com/LobellLab/csdl/blob/master/validate_map/1_NASSvsCSDLvsCDL.ipynb) across space and time to determine in which states/counties and years CSDL is of high quality. This can be done with the CSV file of user's and producer's accuracies and annual county-level statistics we have included in this repo.
27 |
28 | ## Code dependencies
29 |
30 | * To sample training points: R version 3.5.1, dplyr 0.8.0.1, sf 0.6-3, raster 2.6-7, rgdal 1.3-4, salustools 0.1.0, sp 1.3-1
31 |
32 | * To train our classifier and create the final maps: Google Earth Engine
33 |
34 | * To perform analyses: Python 3.7.3, numpy 1.16.4, pandas 0.24.2, matplotlib 3.1.0, sklearn 0.21.2, plotly 4.5.0
35 |
36 | ## Map creation
37 |
38 | 1. Sample a set of training coordinates. [[R Markdown file](https://github.com/LobellLab/csdl/blob/master/create_map/1_sampleTrainingGrid.Rmd)]
39 | 2. Export Landsat harmonic regression features. [[Earth Engine script](https://code.earthengine.google.com/?scriptPath=users%2Fsherrie%2Fcsdl%3A1_exportLandsatHarmonics)]
40 | 3. After feature selection, assemble data into a dataframe for ingestion into GEE. [[Jupyter notebook](https://github.com/LobellLab/csdl/blob/master/create_map/3_assembleDataFrame.ipynb)]
41 | 4. Train random forest classifier in GEE. [[Earth Engine script](https://code.earthengine.google.com/?scriptPath=users%2Fsherrie%2Fcsdl%3A4_createClassifiedMap)]
42 |
43 | ## Map validation and error analysis
44 |
45 | 1. Aggregated CSDL versus county-level NASS statistics. [[Jupyter notebook](https://github.com/LobellLab/csdl/blob/master/validate_map/1_NASSvsCSDLvsCDL.ipynb)]
46 | 2. County-level CSDL time trends versus NASS time trends. [[Jupyter notebook](https://github.com/LobellLab/csdl/blob/master/validate_map/2_countyTimeTrends.ipynb)]
47 | 3. Validate CSDL against ARMS crop rotation statistics. [[Jupyter notebook](https://github.com/LobellLab/csdl/blob/master/validate_map/3_cropRotation.ipynb)]
48 | 4. Landsat availability over the years. [[Jupyter notebook](https://github.com/LobellLab/csdl/blob/master/validate_map/4_LandsatAvailability.ipynb)]
49 |
50 |
--------------------------------------------------------------------------------
/create_map/1_sampleTrainingGrid.Rmd:
--------------------------------------------------------------------------------
1 | ---
2 | title: "Make master points"
3 | author: "Jill Deines"
4 | date: "5/13/2019"
5 | output:
6 | html_document:
7 | toc: true
8 | toc_float: true
9 | keep_md: true
10 | ---
11 |
12 | Goal: Make a shapefile of the randomly generated points for sampling harmonics. Generates a polygon mesh grid to sample within - polygons can be used to batch GEE harmonics sampling
13 |
14 |
15 | ```{r knitrOpts, echo=FALSE}
16 | library(knitr)
17 | opts_chunk$set(cache=FALSE, fig.path='../figure/00.055_makeShapefile/')
18 | ```
19 |
20 | **R Packages Needed**
21 |
22 | ```{r packages, message=FALSE, echo=TRUE, eval=TRUE}
23 | library(dplyr)
24 | library(sf)
25 | library(rgdal)
26 | library(raster)
27 | library(stringr)
28 | library(salustools)
29 |
30 | sessionInfo()
31 | ```
32 |
33 | **Directories**
34 |
35 | ```{r setDirs}
36 | # input shapefiles
37 | gisDir <- '/Users/deinesji/Dropbox/2Stanford/projects/us_croptype_hindcast/data/GIS'
38 | states <- 'States_continental' #.shp
39 | counties <- 'CornBeltMax_counties.geojson'
40 |
41 | outputFolder <- '/Users/deinesji/Dropbox/2Stanford/projects/us_croptype_hindcast/data/GIS/point_grids'
42 | outputName <- 'SamplingGrid_v03_maxCornBelt_50km250pts.shp'
43 |
44 | polygridName <- 'SamplingGrid_poly_v03_50km.shp'
45 | ```
46 |
47 | # Load files
48 |
49 | ```{r load}
50 | states <- readOGR(gisDir, states)
51 | statesWanted <- c('ND',"SD", 'NE', "KS", 'MN','IA','MO','WI','IL','IN','MI','OH','KY')
52 | states13.ll <- states[states$STATE_ABBR %in% statesWanted,]
53 | plot(states13.ll)
54 |
55 | # work in aea, epsg:5070
56 | aeaProj <- '+proj=aea +lat_1=29.5 +lat_2=45.5 +lat_0=23 +lon_0=-96 +x_0=0 +y_0=0 +ellps=GRS80 +towgs84=1,1,-1,0,0,0,0 +units=m +datum=NAD83 +no_defs'
57 | states13 <- spTransform(states13.ll, CRS(aeaProj))
58 | plot(states13)
59 | ```
60 |
61 | # Create raster grid
62 |
63 | ```{r makeGrid}
64 | corners <- bbox(states13)
65 | grid <- raster(crs = aeaProj, res = 50000,
66 | extent(corners[1,1], #xmin
67 | corners[1,2], #xmax
68 | corners[2,1], #ymin
69 | corners[2,2])) #ymax
70 | grid[] <- 1:ncell(grid)
71 | plot(grid)
72 | plot(states13, add=TRUE)
73 |
74 | # count active cells
75 | grid[] <- 1
76 | gridmask <- mask(grid, states13)
77 | plot(gridmask)
78 | plot(states13, add = TRUE)
79 | ncells <- cellStats(gridmask, stat = 'sum', na.rm=TRUE)
80 | ncells
81 |
82 | ncells * 250
83 | ```
84 |
85 | That works!
86 |
87 | # Stratified random sample
88 | makePoints
89 | ```{r makePoints}
90 | # each cell has unique value for stratification
91 | gridmask[!is.na(gridmask)] <- 1:ncells
92 | plot(gridmask)
93 |
94 | # increase resolution so multiple cell options within each raster value
95 | highRes <- disaggregate(gridmask, fact = 100)
96 |
97 | # sample 250 points of each cell value
98 | samp_strat.rand <- sampleStratified(highRes, 250, xy = TRUE, sp=TRUE, na.rm = TRUE)
99 |
100 | # add state and county
101 | countyPoly <- st_read(paste0(gisDir,'/', counties)) %>%
102 | dplyr::select(c('GEOID')) %>%
103 | rename(fips5 = GEOID)
104 |
105 | # convert to sf
106 | points_sf <- st_as_sf(samp_strat.rand)
107 |
108 | # wgs84
109 | points_ll <- points_sf %>%
110 | st_transform(4326) %>%
111 | rename(gridID = layer) %>%
112 | dplyr::select(gridID) %>%
113 | mutate(lat = st_coordinates(.)[,2],
114 | lon = st_coordinates(.)[,1])
115 |
116 | # unique ID
117 | points_pid <- points_ll %>%
118 | mutate(gridNum = str_pad(gridID, 4, pad='0')) %>%
119 | group_by(gridID) %>%
120 | mutate(gridpt = str_pad(row_number(),3,pad='0') )%>%
121 | mutate(uniqueID = paste0(gridNum, '_', gridpt)) %>%
122 | dplyr::select(uniqueID, gridID, lat, lon)
123 |
124 | # add state and county
125 | points_meta <- points_pid %>%
126 | st_transform(5070) %>%
127 | st_join(countyPoly %>% st_transform(5070)) %>%
128 | mutate(fips5 = str_pad(fips5, 5, pad = '0')) %>%
129 | st_transform(4326)
130 |
131 | points_meta2 <- points_meta %>%
132 | mutate(FIPS = substr(fips5, 1,2)) %>%
133 | left_join(salustools::stateFipsLookup) %>%
134 | rename(state = StateAbbrev) %>%
135 | dplyr::select(-c(StateName, FIPS))
136 |
137 | # drop points outside of 13 states
138 | points_inside <- points_meta2 %>%
139 | filter(!is.na(fips5))
140 | nrow(points_inside)
141 |
142 | # does that leave any grids with pitifully low points?
143 | points_inside %>%
144 | group_by(gridID) %>%
145 | summarize(n = n()) %>%
146 | arrange(n)
147 |
148 | table(points_inside$state)
149 |
150 | # county numbers
151 | countyCounts <- points_inside %>%
152 | group_by(fips5, state) %>%
153 | summarize(count = n())
154 |
155 | summary(countyCounts$count)
156 |
157 | countyCounts %>% arrange(-count)
158 | countyCounts %>% arrange(count)
159 |
160 | # mean county count by state
161 | countyCounts %>%
162 | group_by(state) %>%
163 | summarize(meanCount = mean(count))
164 |
165 | write_sf(points_inside, paste0(outputFolder, '/', outputName))
166 | ```
167 |
168 |
169 |
170 | # and export the grid polygons
171 |
172 | ```{r polygonizeGrid, eval=FALSE}
173 | polygons <- rasterToPolygons(gridmask)
174 | poly_sf <- st_as_sf(polygons) %>%
175 | st_transform(4326)
176 | plot(poly_sf)
177 |
178 | polyOut <- poly_sf %>%
179 | rename(gridID = layer)
180 | unique(polyOut$gridID)
181 |
182 | write_sf(polyOut, paste0(outputFolder, '/', polygridName))
183 | ```
184 |
185 |
186 |
--------------------------------------------------------------------------------
/data/arms_rotation/ARMS_priorCrop.csv:
--------------------------------------------------------------------------------
1 | state,year,corn_estimate,corn_RSE,corn_stat_unreliable,soy_estimate,soy_RSE,soy_stat_unreliable
2 | ND,2001,114.89,0.0,1.0,252.66,0.0,1.0
3 | SD,2001,398.77,0.0,1.0,2796.68,0.0,0.0
4 | NE,2001,3215.92,0.0,0.0,4186.42,0.0,0.0
5 | KS,2001,922.64,0.0,0.0,1416.65,0.0,0.0
6 | MO,2001,152.78,0.0,1.0,2409.23,0.0,0.0
7 | IA,2001,876.09,0.0,1.0,10520.36,0.0,0.0
8 | MN,2001,1358.64,0.0,0.0,4958.23,0.0,0.0
9 | WI,2001,1373.48,0.0,0.0,1352.16,0.0,0.0
10 | IL,2001,834.15,0.0,1.0,9932.8,0.0,0.0
11 | IN,2001,872.89,0.0,0.0,4669.77,0.0,0.0
12 | KY,2001,449.22,0.0,0.0,388.93,0.0,0.0
13 | OH,2001,389.82,0.0,0.0,2162.11,0.0,0.0
14 | MI,2001,704.96,0.0,0.0,948.85,0.0,0.0
15 | ND,2005,83.71,0.0,1.0,769.41,0.0,0.0
16 | SD,2005,936.64,0.0,0.0,2672.81,0.0,0.0
17 | NE,2005,2518.94,0.0,0.0,4654.01,0.0,0.0
18 | KS,2005,703.7,0.0,1.0,1482.58,0.0,0.0
19 | MO,2005,178.82,0.0,1.0,2564.06,0.0,0.0
20 | IA,2005,3368.09,0.0,0.0,9272.88,0.0,0.0
21 | MN,2005,1666.18,0.0,0.0,5212.82,0.0,0.0
22 | WI,2005,1757.12,0.0,0.0,1253.7,0.0,0.0
23 | IL,2005,2970.74,0.0,0.0,8870.42,0.0,0.0
24 | IN,2005,1313.54,0.0,1.0,4500.96,0.0,0.0
25 | KY,2005,255.58,0.0,1.0,881.02,0.0,0.0
26 | OH,2005,434.76,0.0,1.0,1963.61,0.0,0.0
27 | MI,2005,642.89,0.0,0.0,943.69,0.0,0.0
28 | ND,2010,,,,1036.85,15.59,0.0
29 | SD,2010,598.05,44.2,1.0,3113.08,10.23,0.0
30 | NE,2010,3101.16,16.94,0.0,5124.92,10.19,0.0
31 | KS,2010,1076.32,25.07,1.0,1906.66,14.31,0.0
32 | MO,2010,237.59,41.95,1.0,2871.91,3.91,0.0
33 | IA,2010,4128.62,19.37,0.0,8959.13,9.04,0.0
34 | MN,2010,2213.87,28.62,0.0,4850.52,12.29,0.0
35 | WI,2010,1750.82,14.64,0.0,1496.71,21.62,0.0
36 | IL,2010,4097.13,13.56,0.0,8059.49,6.86,0.0
37 | IN,2010,1844.76,41.69,1.0,4002.23,19.3,0.0
38 | KY,2010,,,,963.74,15.61,0.0
39 | OH,2010,365.78,60.27,0.0,2685.65,10.83,0.0
40 | MI,2010,715.57,30.17,0.0,1127.07,22.58,0.0
41 |
--------------------------------------------------------------------------------
/data/csdl_counties/2006_CSDL_13States_area_m2.csv:
--------------------------------------------------------------------------------
1 | masterid,0,1,5,year,STATEFP,COUNTYFP
2 | 26141,4.881476385456905E9,3.0136666059127506E7,1.7412096860298425E7,2006,26,141
3 | 26007,2.8950834899253497E9,2.950899117066124E7,1.5339001111710131E7,2006,26,007
4 | 26001,2.839890173875597E9,1.0835428622131348E7,3995365.3989868164,2006,26,001
5 | 26033,3.1116201538682146E9,95718.0972290039,,2006,26,033
6 | 26135,,4312970.635620117,850946.6537475586,2006,26,135
7 | 26119,,1.0856494733884325E7,4575222.062970569,2006,26,119
8 | 26031,2.2429622534131584E8,2926450.689703728,717224.0169536516,2006,26,031
9 | 26137,,4530350.562020575,1946598.2060032266,2006,26,137
10 | 26009,1.554442695357914E8,1.2917728350180235E7,9401760.83918409,2006,26,009
11 | 26029,2.6240127654209585E9,7617329.523409256,2747187.209545659,2006,26,029
12 | 26047,1.0127870375932679E9,4438966.459472656,1106206.350402832,2006,26,047
13 | 26097,2.818424955915995E9,530063.7039794922,215285.16137695312,2006,26,097
14 | 26003,1.0628975058763126E10,784524.7814941406,341605.94140625,2006,26,003
15 | 26083,1.4071307926519072E10,9162.136047363281,,2006,26,083
16 | 26095,2.5388552845397797E9,899850.8620605469,31717.54034423828,2006,26,095
17 | 26153,1.7062708968125033E9,197678.89752197266,164536.07482910156,2006,26,153
18 | 26055,3.4339273623472357E8,7179950.9275512695,3897966.7911376953,2006,26,055
19 | 26089,5.679284851659938E9,4994467.66015625,1802185.963684082,2006,26,089
20 | 26041,1.936115961583447E9,9719969.159769693,4349905.360412598,2006,26,041
21 | 55029,4.947583742859671E9,9.927229804161784E7,4.098357923999287E7,2006,55,029
22 | 26109,7.57345614071018E8,5.2121533807649985E7,1.5344107446411133E7,2006,26,109
23 | 55075,3.0794476152515376E8,1.6283335113206643E8,2.7326849492348585E7,2006,55,075
24 | 26103,4.0029489883193793E9,1091726.413742963,819600.805847168,2006,26,103
25 | 26013,3.881250624127722E8,189183.2710571289,69020.3071899414,2006,26,013
26 | 26061,1.3041315844091897E9,154868.8790283203,46705.44598388672,2006,26,061
27 | 26071,,379825.5531518076,799818.1947631836,2006,26,071
28 | 26043,,2546834.5114028035,1744950.6138916016,2006,26,043
29 | 55037,,1350329.9795829025,42661.50476074219,2006,55,037
30 | 55083,3.229720355200867E8,2.793778791256422E8,6.683196799877356E7,2006,55,083
31 | 55041,,3252948.232736625,612289.5507202148,2006,55,041
32 | 55078,,755261.6338419598,76775.19632137523,2006,55,078
33 | 55067,,8.372329452096498E7,2.6446706430750947E7,2006,55,067
34 | 55125,,1399220.1101074219,720883.9568481445,2006,55,125
35 | 26053,8.773097818848375E8,6206.30859375,1866.5607299804688,2006,26,053
36 | 55085,,1.2364237361450195E7,4957947.367614746,2006,55,085
37 | 55115,,3.521721384817271E8,7.570509709870508E7,2006,55,115
38 | 55073,,4.547935150373959E8,1.744583575021013E8,2006,55,073
39 | 55069,,4.538815638687433E7,1.3299156424039474E7,2006,55,069
40 | 55051,2.984175504140737E8,1538529.2789916992,65116.825744628906,2006,55,051
41 | 26131,6.219439703813917E9,434699.91833496094,2482.6559448242188,2006,26,131
42 | 27031,4.443442816149324E9,,4858.7003173828125,2006,27,031
43 | 55003,3.4321786494660587E9,3539437.803179333,421975.150390625,2006,55,003
44 | 27075,1.7846877848056614E9,,12854.173889160156,2006,27,075
45 | 27137,3.32730427119687E8,101609.16583251953,344121.43798828125,2006,27,137
46 | 55007,1.3413417382691703E9,5771058.511886058,595470.4049072266,2006,55,007
47 | 55099,,1.1860603977261413E7,2087511.2995605469,2006,55,099
48 | 55119,,1.637212286112592E8,5.279327541144805E7,2006,55,119
49 | 55019,,3.9805926405229753E8,1.3080053729767755E8,2006,55,019
50 | 55107,,8.839197876075056E7,2.3755329604662366E7,2006,55,107
51 | 55017,,4.31030264728255E8,9.645039949790877E7,2006,55,017
52 | 55113,,1.836489653952828E7,7846369.655068791,2006,55,113
53 | 55129,,2.914970677763887E7,1.2069909229919434E7,2006,55,129
54 | 55031,3.761802461727835E8,1166753.1057128906,11199.170654296875,2006,55,031
55 | 55005,,2.918672257118674E8,1.0934340410747023E8,2006,55,005
56 | 55033,,4.30360181494459E8,9.969505453436854E7,2006,55,033
57 | 55095,,2.1550839511920595E8,6.849787104653345E7,2006,55,095
58 | 55109,,3.1518828630014837E8,1.117575172674527E8,2006,55,109
59 | 55013,,4.781565456488276E7,1.6136936213552438E7,2006,55,013
60 | 27115,,4.2658409871706255E7,4.755323123408777E7,2006,27,115
61 | 27017,137835.2401111079,1111484.23809982,430256.3776972752,2006,27,017
62 | 27061,,1053276.6251220703,3602774.419189453,2006,27,061
63 | 27001,,2661655.6165771484,1.884832905267406E7,2006,27,001
64 | 27021,,9685440.988659669,1.7363406713456217E7,2006,27,021
65 | 27035,,1.465486955840155E7,1.587009992930621E7,2006,27,035
66 | 27095,,7.655265274777615E7,5.68527745861814E7,2006,27,095
67 | 27097,,2.5567651346274844E8,1.4513074829035023E8,2006,27,097
68 | 27065,,3.572062791268502E7,4.21213305167301E7,2006,27,065
69 | 27025,,8.067987095199072E7,8.704217220469227E7,2006,27,025
70 | 27059,,1.1009577422419463E8,1.1098119257214978E8,2006,27,059
71 | 27163,,7.455093059285983E7,5.363370971747975E7,2006,27,163
72 | 27123,,82082.0746459961,558090.2388916016,2006,27,123
73 | 27003,,1.1972219392137475E7,1.7903512170733765E7,2006,27,003
74 | 27053,,5.69010768118152E7,4.343457940717654E7,2006,27,053
75 | 27171,,3.223673335857998E8,2.70545447263603E8,2006,27,171
76 | 27141,,9.663179784268463E7,8.008093469290724E7,2006,27,141
77 | 27009,,2.0224883385559168E8,1.2901378802053058E8,2006,27,009
78 | 27145,,6.838737783464322E8,3.9318475314794445E8,2006,27,145
79 | 27019,,2.5023485445718306E8,1.428890181349789E8,2006,27,019
80 | 27085,,5.520452978710086E8,3.26994116942519E8,2006,27,085
81 | 27093,,5.3371492047125274E8,3.791088432890912E8,2006,27,093
82 | 27067,,6.670271802540188E8,4.3505570782312536E8,2006,27,067
83 | 27129,,1.0949627432138119E9,8.201747805300162E8,2006,27,129
84 | 27121,,3.923982383010194E8,3.180770132159059E8,2006,27,121
85 | 27041,,2.58300547636262E8,2.3124586364156324E8,2006,27,041
86 | 27153,,1.779247101771968E8,1.9622938302487388E8,2006,27,153
87 | 27111,,6.361752210331898E8,5.18953549178402E8,2006,27,111
88 | 27159,,5.4864099972059295E7,6.518191308720273E7,2006,27,159
89 | 27057,,4.3958849175824806E7,4.711884485527631E7,2006,27,057
90 | 27005,,1.575741245086055E8,3.135330174719958E8,2006,27,005
91 | 27029,,1.789341248752968E7,4.247490807438055E7,2006,27,029
92 | 27119,,3.4542163276055866E8,1.0393399095089308E9,2006,27,119
93 | 27007,,6151465.664811199,3.0120869225791067E7,2006,27,007
94 | 27113,,6.059279449158651E7,2.7393066566750306E8,2006,27,113
95 | 27089,,1.3157388226688378E8,7.728931989629446E8,2006,27,089
96 | 27135,,7.435006757218137E7,3.199041995235763E8,2006,27,135
97 | 27077,1.8527066598701503E7,3991457.9133911133,3.1701140425964355E7,2006,27,077
98 | 27071,3.091226085579258E7,626714.0627441406,1.0865005036621094E7,2006,27,071
99 | 27069,1048131.5975619173,8.272391570152804E7,3.6502136093664527E8,2006,27,069
100 | 38067,3111217.8553744853,4.5617647953063965E7,3.364569418459803E8,2006,38,067
101 | 38099,,2.5671445306615014E7,2.752458991211084E8,2006,38,099
102 | 38019,1754751.6454805434,1.82379711920166E7,1.4718878894495443E8,2006,38,019
103 | 38095,,8115362.858703613,8.631140258443914E7,2006,38,095
104 | 38071,,4.900008616369629E7,2.8706244081688684E8,2006,38,071
105 | 38035,,8.301379890414871E7,4.7529085291561663E8,2006,38,035
106 | 38063,,5988108.804382324,1.5548672081550437E8,2006,38,063
107 | 38005,,1.6972697666625977E7,1.5558930655447686E8,2006,38,005
108 | 38027,,3480954.855895996,5.747921842655628E7,2006,38,027
109 | 38039,,2.9224679594611432E7,2.186003281646834E8,2006,38,039
110 | 38091,,1.1111023811357233E8,4.396382568530893E8,2006,38,091
111 | 38031,,2.1022111612548828E7,2.0496028121820432E8,2006,38,031
112 | 38093,,1.2020959426669851E8,9.770029980092381E8,2006,38,093
113 | 38003,,2.284098079360871E8,9.687363317570057E8,2006,38,003
114 | 38017,,4.7147441895480573E8,1.7235836110876591E9,2006,38,017
115 | 38097,,2.6729424951022947E8,7.268225961415222E8,2006,38,097
116 | 27107,,2.705061517100957E8,6.257392372466435E8,2006,27,107
117 | 27125,,6.989175359755597E7,2.1494906512745E8,2006,27,125
118 | 27087,,1.5010255871823338E8,1.8684918586647114E8,2006,27,087
119 | 27027,,3.912458594224429E8,6.503986365258664E8,2006,27,027
120 | 38077,,7.85458089237571E8,1.1516017798799121E9,2006,38,077
121 | 27167,,3.7591827381954926E8,5.1593920952948916E8,2006,27,167
122 | 27155,,5.2967699819781345E8,5.439075646260703E8,2006,27,155
123 | 27051,,4.658583946026341E8,3.673408312644194E8,2006,27,051
124 | 27149,,5.560422905273527E8,4.486724551131934E8,2006,27,149
125 | 27151,,7.223633821310434E8,5.507854465835743E8,2006,27,151
126 | 27023,,6.251934224827212E8,4.547144188471931E8,2006,27,023
127 | 27173,,7.992733398293536E8,6.448087985742974E8,2006,27,173
128 | 27073,,7.130341935148184E8,6.350766828815042E8,2006,27,073
129 | 27011,,3.532852306097504E8,4.297691186378703E8,2006,27,011
130 | 46051,,3.893062699476022E8,2.5855297013687718E8,2006,46,051
131 | 46109,,6.080769320132089E8,4.322960421956934E8,2006,46,109
132 | 46091,,3.513743656257386E8,2.699753801637821E8,2006,46,091
133 | 38081,,3.2211199821719366E8,5.220366331259371E8,2006,38,081
134 | 46037,,4.227976066564196E8,2.9208396684924465E8,2006,46,037
135 | 46039,,3.2250721837415856E8,2.2545222768232733E8,2006,46,039
136 | 46029,,3.3938201576241446E8,2.3930874864761582E8,2006,46,029
137 | 46057,,3.9748874186814743E8,2.6535572598918393E8,2006,46,057
138 | 46025,,4.565151008530832E8,3.324649198858078E8,2006,46,025
139 | 46013,,1.200178016267179E9,5.844630939486053E8,2006,46,013
140 | 38021,,2.0524519656562835E8,5.095770224979532E8,2006,38,021
141 | 38045,,2.833245589603447E8,8.841687526145961E8,2006,38,045
142 | 38073,,2.2556362648772472E8,4.4354439926357716E8,2006,38,073
143 | 38047,,1.3536971188945457E7,1.0544285680456926E8,2006,38,047
144 | 38043,,1.9044515507080078E7,3.648833635162497E7,2006,38,043
145 | 38051,,1.1247024721048035E7,9.861104591066223E7,2006,38,051
146 | 46089,,1.2678181208434914E8,3.831590436135493E7,2006,46,089
147 | 46045,,2.7217465614823186E8,5.7412316456321806E7,2006,46,045
148 | 46115,,9.988462567500012E8,3.24368166607965E8,2006,46,115
149 | 46049,,1.721572247930317E8,2.205833710048756E7,2006,46,049
150 | 46059,,2.3034269328378236E8,3.706172609512724E7,2006,46,059
151 | 46021,,2.1285040881613337E7,4456602.966064453,2006,46,021
152 | 46129,,7.450457904418945E7,6125759.779296875,2006,46,129
153 | 46107,,1.0221179080712338E8,7258629.1076049805,2006,46,107
154 | 46069,,2.646342608637073E7,2202717.2364585726,2006,46,069
155 | 46119,,5.219171780439022E7,2.027613706433034E7,2006,46,119
156 | 46041,,1143938.7806396484,737547.8823852539,2006,46,041
157 | 46065,,4.767300612113108E7,1.155313932231733E7,2006,46,065
158 | 46117,,9057339.983215332,2048792.384302476,2006,46,117
159 | 46031,,1483994.3369140625,1349583.8039455041,2006,46,031
160 | 38085,,1430380.462890625,9479055.41320753,2006,38,085
161 | 38037,,82952.072265625,1.8169273173747703E7,2006,38,037
162 | 38059,,5336987.887939453,9537576.930114746,2006,38,059
163 | 38029,,5955713.295288086,3.965894983215332E7,2006,38,029
164 | 38015,,4151825.3083496094,1.913639983532715E7,2006,38,015
165 | 38065,,6348931.401184082,5933681.9140625,2006,38,065
166 | 38055,,1.0876964229003906E7,1.3738254850158691E7,2006,38,055
167 | 38057,,3297105.1345214844,3206313.4493408203,2006,38,057
168 | 38061,,271236.63134765625,1287345.9997558594,2006,38,061
169 | 38101,,1390056.7784423828,3.852655341558838E7,2006,38,101
170 | 38083,,287664.8881225586,1.5658991981506348E7,2006,38,083
171 | 38049,,1.6052728104851697E7,4.1056010740474924E7,2006,38,049
172 | 38103,,4724122.215209961,1.439671356324585E8,2006,38,103
173 | 38069,,3701580.9169672946,5.5527298164609425E7,2006,38,069
174 | 38079,,1442551.8820800781,2.654979082176346E7,2006,38,079
175 | 38009,,630839.827331543,1.2914336703874176E7,2006,38,009
176 | 38075,,15423.8837890625,1682099.0224609375,2006,38,075
177 | 38013,,61063.3818359375,1591624.2616972083,2006,38,013
178 | 38023,,399495.4869995117,1866043.0038452148,2006,38,023
179 | 38105,,3471040.3990478516,2721993.6697998047,2006,38,105
180 | 38053,,3224794.8088378906,5116942.963282686,2006,38,053
181 | 38007,,1222.494384765625,414636.5915527344,2006,38,007
182 | 38033,,617.2924194335938,845247.0438232422,2006,38,033
183 | 38087,,16734.180419921875,712701.3297119141,2006,38,087
184 | 38089,,13551.752075195312,4392534.400695801,2006,38,089
185 | 38025,,81033.2798461914,3999827.7866210938,2006,38,025
186 | 38041,,3104.6484985351562,2018124.8541259766,2006,38,041
187 | 38001,,13136.517272949219,5695517.688776473,2006,38,001
188 | 46105,,5198558.754638672,7857538.591552734,2006,46,105
189 | 46137,,118894.01873779297,795654.8892822266,2006,46,137
190 | 46055,,8932804.9977417,1422536.7130737305,2006,46,055
191 | 46093,,1954013.5566166895,1416372.9396778778,2006,46,093
192 | 46103,,2071688.5078735352,892760.8396606445,2006,46,103
193 | 46063,,3006381.4204101562,638641.3916625977,2006,46,063
194 | 46019,7809.143266027114,2.001809505259459E7,1951573.289631204,2006,46,019
195 | 46081,,697973.8033803902,100021.16625976562,2006,46,081
196 | 38011,,24348.65789794922,1379123.685546875,2006,38,011
197 | 20175,,2.5253044038606122E8,5.609580507809341E7,2006,20,175
198 | 20119,,2.907018877257396E8,5.623160914237396E7,2006,20,119
199 | 20081,,3.398051335594019E8,4.189783040460372E7,2006,20,081
200 | 20069,,2.954718130868011E8,5.686394389782452E7,2006,20,069
201 | 20189,2250958.685889625,4.540826624937512E8,2.071737022003174E7,2006,20,189
202 | 20067,,1.7185807146216184E8,9940766.040835153,2006,20,067
203 | 20129,9214948.799278831,8.134565480387777E7,6284475.87097168,2006,20,129
204 | 20187,,2.2074277581244922E8,1.2592077252434704E7,2006,20,187
205 | 20093,,1.586934705342534E8,9283030.826956715,2006,20,093
206 | 20075,,3.516472707154948E7,1.765772420377341E7,2006,20,075
207 | 20055,,3.6532008653007644E8,4.581615056793811E7,2006,20,055
208 | 20171,,2.0765947227835116E8,8045416.162658691,2006,20,171
209 | 20101,,5.012582570045023E7,4058329.396179199,2006,20,101
210 | 20203,,1.9901581023485368E8,4781178.457336426,2006,20,203
211 | 20109,,2.0511080514712682E8,2388646.246398926,2006,20,109
212 | 20063,,2.3856298663350758E8,5195003.842972819,2006,20,063
213 | 20193,,6.08746511204974E8,4.0819587365478516E7,2006,20,193
214 | 20179,,5.06056045889371E8,2.3680218173094746E7,2006,20,179
215 | 20199,,2.3048076652749312E8,3935749.2604456283,2006,20,199
216 | 20181,1544503.7862453081,3.910290397715227E8,1.5426382371758673E7,2006,20,181
217 | 20071,,1.228300808808201E8,1583633.8713378906,2006,20,071
218 | 46033,,910104.1101074219,72115.58319091797,2006,46,033
219 | 46047,,4871059.328369141,2541973.919494629,2006,46,047
220 | 31165,,7.856928916976748E7,3898440.915863396,2006,31,165
221 | 31157,,4.096688881345356E8,2.5866576963116333E7,2006,31,157
222 | 31007,,6.663173071423411E7,2862867.832458496,2006,31,007
223 | 31105,2786341.7544215773,1.4018425831143633E8,4378309.0185546875,2006,31,105
224 | 31123,,3.179059617547184E8,1.0543698487121582E7,2006,31,123
225 | 31033,,2.4258321606516686E8,7692067.868530273,2006,31,033
226 | 31069,,1.1678741198261216E8,6692473.809143066,2006,31,069
227 | 31049,,9.440900167168733E7,8351034.225846593,2006,31,049
228 | 31057,6882876.075961003,4.250873781459532E8,4.2646476406219125E7,2006,31,057
229 | 31029,1.4378317997873582E7,7.464490922225219E8,5.43302124660824E7,2006,31,029
230 | 31135,1.1594428148598352E7,8.513775199018431E8,5.5695363559217274E7,2006,31,135
231 | 31085,,3.0496386791784906E8,2.9230305162022013E7,2006,31,085
232 | 20023,1510557.548069853,1.6516729875419253E8,1.3073975530058019E7,2006,20,023
233 | 20153,,1.866842405733769E8,1.571096216707237E7,2006,20,153
234 | 31087,,2.5910755286105537E8,2.5751500179653034E7,2006,31,087
235 | 20039,,3.186909738107989E8,4354943.93506721,2006,20,039
236 | 31145,,3.4314402923043907E8,4.8114246873970784E7,2006,31,145
237 | 31063,,4.076140450501225E8,6.607138446306608E7,2006,31,063
238 | 31111,,8.46084609129088E8,1.4889201994577014E8,2006,31,111
239 | 31113,,9.304003777875163E7,1.1521677276855469E7,2006,31,113
240 | 31117,,1.4910421747108132E7,1496906.0424804688,2006,31,117
241 | 31101,,4.361948803668667E8,5.052084306343013E7,2006,31,101
242 | 31005,,1.3069221689399272E7,1351581.343383789,2006,31,005
243 | 31075,,135909.8257446289,668.9158325195312,2006,31,075
244 | 31091,,155250.86920166016,412368.9966430664,2006,31,091
245 | 31171,,1155811.8087768555,676022.7683105469,2006,31,171
246 | 31031,,5.771902427178955E7,8964981.538757324,2006,31,031
247 | 46121,,2.6312051347717285E7,8636283.802062988,2006,46,121
248 | 46007,,1.0654180278625488E7,4121427.141418457,2006,46,007
249 | 31161,,1.1508870645995185E8,1.8017364269470215E7,2006,31,161
250 | 31013,,3.257194479884249E8,2.593974179498291E7,2006,31,013
251 | 31045,,1.8322046712472238E7,887827.8596801758,2006,31,045
252 | 46113,,1787827.3131713867,187244.9408569336,2006,46,113
253 | 46071,,180566.77032470703,445834.61682128906,2006,46,071
254 | 46095,,6602011.459390318,672222.3709939396,2006,46,095
255 | 46075,,9741863.098144531,574031.1931152344,2006,46,075
256 | 46085,,8.757159568371007E7,9948924.33705552,2006,46,085
257 | 46017,,2.513509159588264E7,1.3706198476135254E7,2006,46,017
258 | 46123,,1.99458793343116E8,1.641717974229449E7,2006,46,123
259 | 46015,,1.7216739271614656E8,3.1658556449348718E7,2006,46,015
260 | 46053,,1.406335010893756E8,4.35140649288354E7,2006,46,053
261 | 46023,,5.844477969688699E8,1.745357267703632E8,2006,46,023
262 | 31103,,5.772506205019627E7,1.2612311909851074E7,2006,31,103
263 | 31017,,1.4544384480415183E8,4.034578806913775E7,2006,31,017
264 | 31149,,9.233995711074793E7,5.1754465956321806E7,2006,31,149
265 | 31089,,6.971706030244949E8,2.8619117869128394E8,2006,31,089
266 | 31015,,1.291410514042459E8,1.915699443508612E7,2006,31,015
267 | 46043,,3.0994352589145064E8,1.0828468568656555E8,2006,46,043
268 | 31107,,6.718985218372893E8,8.290477895529258E7,2006,31,107
269 | 46009,,5.1681276681245553E8,1.1604893096061054E8,2006,46,009
270 | 31003,,8.925774692575494E8,3.8266751764705265E8,2006,31,003
271 | 31139,,8.386952466945727E8,1.4003023604551739E8,2006,31,139
272 | 46067,,8.459291621750853E8,2.3565383227595648E8,2006,46,067
273 | 46035,,3.195890231991347E8,8.958802450653028E7,2006,46,035
274 | 46061,,4.376029019811411E8,1.2130689043687241E8,2006,46,061
275 | 46097,,3.238803295956133E8,1.798350157978688E8,2006,46,097
276 | 46111,,2.4994989132287192E8,6.892732482420295E7,2006,46,111
277 | 46073,,7.27410760636307E7,3.1228697102331065E7,2006,46,073
278 | 46003,,2.5487639204607818E8,7.854914478780614E7,2006,46,003
279 | 46005,,7.098325173618069E8,1.6747969914060298E8,2006,46,005
280 | 46077,,5.711298308958884E8,4.071091525275248E8,2006,46,077
281 | 46011,,5.692031456393424E8,4.015370311510274E8,2006,46,011
282 | 46079,,4.9732681693017185E8,4.131338807261392E8,2006,46,079
283 | 46087,,6.316726824046408E8,2.643260203941356E8,2006,46,087
284 | 46099,,7.32253543524487E8,4.732678334974385E8,2006,46,099
285 | 46101,,5.376275513575579E8,3.2706873619966555E8,2006,46,101
286 | 27133,,5.408136598104733E8,4.5642809000458866E8,2006,27,133
287 | 27117,,4.285813492113809E8,3.847727569701317E8,2006,27,117
288 | 27081,,4.1670461225847596E8,3.816508434322251E8,2006,27,081
289 | 27083,,7.63657267469635E8,6.130016603726807E8,2006,27,083
290 | 27127,,9.990686248914802E8,8.707822611051011E8,2006,27,127
291 | 27101,,7.43824264648337E8,6.559604164272556E8,2006,27,101
292 | 27033,,7.327386464802886E8,5.961953621038896E8,2006,27,033
293 | 27015,,6.774959761988528E8,5.008699218291496E8,2006,27,015
294 | 27063,,8.198006175019382E8,6.770834719853014E8,2006,27,063
295 | 27105,,8.267164806513522E8,7.258778826570737E8,2006,27,105
296 | 19119,,6.934427506499202E8,5.69725883055726E8,2006,19,119
297 | 19167,,1.0556411055848708E9,6.533231894928983E8,2006,19,167
298 | 19141,,7.045023522096272E8,5.921618821325045E8,2006,19,141
299 | 19143,,4.98254580470692E8,4.193370280027944E8,2006,19,143
300 | 19059,,4.0950719461705893E8,3.3180541022248995E8,2006,19,059
301 | 19041,,6.877617714341925E8,4.933304150765523E8,2006,19,041
302 | 19035,,7.036628031436803E8,4.8734172448174137E8,2006,19,035
303 | 19021,,8.096155003688366E8,4.71689164155979E8,2006,19,021
304 | 19161,,9.243333523969054E8,3.643420555985545E8,2006,19,161
305 | 19093,,5.984492917558818E8,3.399006285413448E8,2006,19,093
306 | 19193,,9.885842524951786E8,5.803169557093647E8,2006,19,193
307 | 19149,,1.0040733193304412E9,7.361479212338932E8,2006,19,149
308 | 31043,,2.843169271075808E8,1.6171584256019264E8,2006,31,043
309 | 46127,,5.814647029762177E8,2.8822104362530017E8,2006,46,127
310 | 31051,,4.6992745232779634E8,2.325239978075334E8,2006,31,051
311 | 31179,,6.404569989124783E8,2.006156983885962E8,2006,31,179
312 | 31027,,1.1018053071171694E9,4.430657382941656E7,2006,31,027
313 | 46027,,6.168680205448904E8,7.828844453326178E7,2006,46,027
314 | 46083,,7.573042627689663E8,3.505973531495797E8,2006,46,083
315 | 46125,,7.368972308083534E8,2.5627021806605005E8,2006,46,125
316 | 46135,,5.535953642364647E8,5.078970676765831E7,2006,46,135
317 | 31119,,6.941373234821186E8,2.9931541083096874E8,2006,31,119
318 | 31167,,4.4866040820565945E8,1.69418308429177E8,2006,31,167
319 | 31037,,5.1793800662916154E8,2.5853508021770364E8,2006,31,037
320 | 31141,,9.710961501518999E8,3.4894212090361816E8,2006,31,141
321 | 31125,,3.6504147448924327E8,1.6059977368728548E8,2006,31,125
322 | 31143,,5.959644768136212E8,2.7487199856544E8,2006,31,143
323 | 31121,,5.991811103756334E8,1.9908318684473854E8,2006,31,121
324 | 31185,,8.816855614708298E8,3.6945396550960404E8,2006,31,185
325 | 31023,,6.954724882607136E8,3.5089259075921047E8,2006,31,023
326 | 31159,,7.053959875792271E8,2.9050250893316746E8,2006,31,159
327 | 31053,,7.340574177179694E8,3.539042339014207E8,2006,31,053
328 | 31155,,9.051415331339269E8,4.897490510873624E8,2006,31,155
329 | 31055,,1.776982018872758E8,6.742613238601267E7,2006,31,055
330 | 31177,,4.625569606616665E8,2.020268032070813E8,2006,31,177
331 | 31021,,7.272692348935673E8,2.631663731491784E8,2006,31,021
332 | 31039,,7.558047022530382E8,3.8434110135661596E8,2006,31,039
333 | 31173,,4.5502488552235425E8,2.2424896121565983E8,2006,31,173
334 | 19133,,9.056554813635578E8,3.7734033519605434E8,2006,19,133
335 | 19085,,9.004549422371691E8,3.863552705791209E8,2006,19,085
336 | 19047,,8.503577899706184E8,6.131072314429312E8,2006,19,047
337 | 19027,,7.714828087844876E8,4.921809013096645E8,2006,19,027
338 | 19165,,7.423182842481806E8,5.73973596218745E8,2006,19,165
339 | 19009,,5.335801859806876E8,3.930090492921653E8,2006,19,009
340 | 19155,,1.0618247368052928E9,7.897587771796272E8,2006,19,155
341 | 19029,,6.126368353318496E8,4.2343350635539854E8,2006,19,029
342 | 19137,,4.5652145905735743E8,2.97536096406095E8,2006,19,137
343 | 19129,,4.8208806344171154E8,3.43520509079371E8,2006,19,129
344 | 31153,,1.846857545989582E8,1.115077689319458E8,2006,31,153
345 | 31025,,6.03358893286241E8,4.191747844351502E8,2006,31,025
346 | 31131,,6.948679792778832E8,3.4101916369582427E8,2006,31,131
347 | 31097,,2.787065801754845E8,7.954048513386111E7,2006,31,097
348 | 31127,,4.674492739783009E8,2.2034297105760354E8,2006,31,127
349 | 29005,,6.200812277111264E8,4.5227339230659944E8,2006,29,005
350 | 19071,,5.680242290663424E8,3.9808167566063565E8,2006,19,071
351 | 19145,,5.549357398292288E8,3.432223098169635E8,2006,19,145
352 | 29147,,5.64317569426777E8,4.511301611340909E8,2006,29,147
353 | 31147,,5.2801481933601344E8,3.1519199813641834E8,2006,31,147
354 | 29087,,4.66345846404593E8,3.6436055133286035E8,2006,29,087
355 | 29003,,2.5177675677976328E8,2.2530487720828557E8,2006,29,003
356 | 20043,,3.754274933548702E8,2.1910016503243548E8,2006,20,043
357 | 20013,,5.795783321540735E8,3.2242624303080857E8,2006,20,013
358 | 20131,,3.684770017089727E8,3.2053215601451296E8,2006,20,131
359 | 31133,,2.419741797700736E8,1.065571650023131E8,2006,31,133
360 | 20117,,2.988752370989983E8,5.283832914051356E8,2006,20,117
361 | 31067,,7.597858195074319E8,4.8778817790591466E8,2006,31,067
362 | 20201,,2.0987973407251814E8,2.9839694568760467E8,2006,20,201
363 | 31095,,4.5602750074360025E8,2.7047242858192825E8,2006,31,095
364 | 31151,,6.474479509389796E8,3.2424929314474356E8,2006,31,151
365 | 31109,,7.174319098671321E8,3.1877461354368997E8,2006,31,109
366 | 31059,,8.65045854527488E8,3.478559814892159E8,2006,31,059
367 | 31169,,6.046477432336612E8,2.8805948619071466E8,2006,31,169
368 | 20157,,2.915886696832094E8,2.6178515316027567E8,2006,20,157
369 | 20089,,2.0507342315364492E8,7.701789039808494E7,2006,20,089
370 | 31129,,5.004114493225304E8,1.3538256982659984E8,2006,31,129
371 | 31035,,7.526526574539534E8,2.935359754341646E8,2006,31,035
372 | 31181,,3.7645437573427516E8,9.744861354800092E7,2006,31,181
373 | 20183,,1.8947471837481043E8,2.2500496626686245E7,2006,20,183
374 | 20147,,1.5886236093295848E8,9809057.85151774,2006,20,147
375 | 31061,,3.6101397135699785E8,1.808405741244193E8,2006,31,061
376 | 31083,,4.09491313182109E8,1.4311790510350463E8,2006,31,083
377 | 31001,,7.592019448220431E8,3.094526685967606E8,2006,31,001
378 | 31099,,6.803710152498627E8,3.623092705290915E8,2006,31,099
379 | 31137,,6.954691659437714E8,3.716110585604217E8,2006,31,137
380 | 31019,,8.421920246035397E8,2.895739405694487E8,2006,31,019
381 | 31079,,7.712793026797267E8,1.505636825279797E8,2006,31,079
382 | 31081,,7.96156449200041E8,3.4625485112480396E8,2006,31,081
383 | 31093,,4.228466417862925E8,1.1184850848540589E8,2006,31,093
384 | 31077,,3.0294689609144455E8,1.0543730352101813E8,2006,31,077
385 | 31011,,6.840918258486823E8,3.273685259007415E8,2006,31,011
386 | 31183,,1.5474746777787727E8,4.775566853179596E7,2006,31,183
387 | 31175,,2.827501682017097E8,8.704224926768847E7,2006,31,175
388 | 31071,,4.641568953233355E7,7022023.814732211,2006,31,071
389 | 31163,,3.018327581295578E8,7.74220836223762E7,2006,31,163
390 | 31041,,9.417275112204776E8,2.0810710610607526E8,2006,31,041
391 | 31047,,8.671379884810653E8,1.9987930781325778E8,2006,31,047
392 | 31115,,3.0027157099332202E7,5888738.350979434,2006,31,115
393 | 31009,,9300928.972204112,964524.8145141602,2006,31,009
394 | 31073,,3.484552999800395E8,1.1108760707067129E8,2006,31,073
395 | 31065,,4.582707402886749E8,6.204525593187279E7,2006,31,065
396 | 20137,,2.750414845749181E8,9309424.1025326,2006,20,137
397 | 20065,,1.520084161809544E8,6871572.066772461,2006,20,065
398 | 20195,,5.528200355144881E7,5552367.188346354,2006,20,195
399 | 20135,,2.571805972697706E7,9284055.83591141,2006,20,135
400 | 20083,,4.385666635270925E7,1.1624850388375316E7,2006,20,083
401 | 20051,,3.316795744167696E7,6166566.243823242,2006,20,051
402 | 20165,,4.030094999725533E7,8137390.874666341,2006,20,165
403 | 20145,,1.394484780588532E8,3.698837744352238E7,2006,20,145
404 | 20163,,7.482097521220656E7,1.1360009026123047E7,2006,20,163
405 | 20141,,9.597942583332472E7,2.2371474392725807E7,2006,20,141
406 | 20167,,2.6868530659609564E7,1.1318928726623535E7,2006,20,167
407 | 20105,,3.526854613301547E7,3.75070927999167E7,2006,20,105
408 | 20123,,1.4327658778635058E8,3.961411631478152E7,2006,20,123
409 | 20029,,1.3820795564920884E8,1.0402637702713862E8,2006,20,029
410 | 20143,,2.9919798075160842E7,5.771338618224403E7,2006,20,143
411 | 20053,,2.2152562581048943E7,1.8201142900668275E7,2006,20,053
412 | 20009,,1.5424989284038183E8,2.453891869176839E7,2006,20,009
413 | 20169,,2.504999621939793E7,5.8026061353542194E7,2006,20,169
414 | 20113,,1.7319580691059187E8,9.386067767868868E7,2006,20,113
415 | 20159,,1.298891036780209E8,5.251432096926319E7,2006,20,159
416 | 20185,,2.5509180177066725E8,2.7248240627441406E7,2006,20,185
417 | 20047,,2.3474201459732312E8,3.6686056729310036E7,2006,20,047
418 | 20151,,2.6684067448783293E8,2.8152198534423828E7,2006,20,151
419 | 20097,,1.3539884659349796E8,1.4899683665996956E7,2006,20,097
420 | 20155,,2.2211395918396235E8,5.692992980568656E7,2006,20,155
421 | 20173,,1.45190404158683E8,1.4260258801570857E8,2006,20,173
422 | 20095,,4.0825835996863514E7,1.4247168665039062E7,2006,20,095
423 | 20007,471940.6351411711,3.0665761473707955E7,3641113.803466797,2006,20,007
424 | 20077,2320102.5070099505,2.15895493777035E7,797779.8571777344,2006,20,077
425 | 20191,144571.721969066,1.4090416488851485E8,1.4411489161994627E8,2006,20,191
426 | 20033,,1.1401002855407715E7,2348000.5287475586,2006,20,033
427 | 20025,,9406976.46875,1171479.5383911133,2006,20,025
428 | 20057,,1.9479023794092444E8,3.75780555381161E7,2006,20,057
429 | 20035,5605676.372501145,7.828974765438376E7,1.071224655593453E8,2006,20,035
430 | 20019,2101734.3581753587,6985745.555175781,1.6300922779175524E7,2006,20,019
431 | 20125,1382636.252203728,1.0074034219870344E8,6.63586316946459E7,2006,20,125
432 | 20099,6140673.039526848,1.4714026761764783E8,4.615641074047827E7,2006,20,099
433 | 20021,1673995.2608448719,1.8421915377272975E8,7.348753838270983E7,2006,20,021
434 | 20037,,1.4504211085500872E8,6.708834633038689E7,2006,20,037
435 | 20133,,1.0812161040462048E8,7.080943928228727E7,2006,20,133
436 | 20205,,1.2928243720157902E8,1.386787336236206E8,2006,20,205
437 | 20207,,6.4699266959871665E7,8.801758650874501E7,2006,20,207
438 | 20001,,9.861836610523994E7,1.5557948248823333E8,2006,20,001
439 | 20011,,4.290731508378021E7,6.653249021900658E7,2006,20,011
440 | 20107,,4.440806381660564E7,1.4120871711467624E8,2006,20,107
441 | 20003,,1.5338271885565642E8,2.1534072889365232E8,2006,20,003
442 | 20121,,6.54178979361108E7,1.2226504119048834E8,2006,20,121
443 | 20059,,1.0894900577375728E8,2.2919009240116212E8,2006,20,059
444 | 20031,,9.85103297699056E7,2.2164970494470719E8,2006,20,031
445 | 20139,,1.126924814720739E8,2.3564340588598704E8,2006,20,139
446 | 20073,,3.60046321135005E7,7.621908534937288E7,2006,20,073
447 | 20111,,1.0787441354772425E8,2.4596345642829132E8,2006,20,111
448 | 20017,,3.55170043476261E7,5.6182543185801305E7,2006,20,017
449 | 20049,,1.860379789270666E7,3.508028094372008E7,2006,20,049
450 | 20015,,2.011393466326878E8,1.617006235869689E8,2006,20,015
451 | 20079,,1.775535970208362E8,1.3033052677507828E8,2006,20,079
452 | 20115,,1.676494074528306E8,1.5989748233027196E8,2006,20,115
453 | 20127,,6.1818737865042895E7,1.276378494289874E8,2006,20,127
454 | 20197,,6.955801276669635E7,1.0096298701660752E8,2006,20,197
455 | 20061,,2.635307785446466E7,4.283180751398519E7,2006,20,061
456 | 20161,,4.760858580782998E7,9.044705889607148E7,2006,20,161
457 | 20041,,6.593919726311873E7,1.5328897364282584E8,2006,20,041
458 | 20027,,1.0983325502323805E8,1.9947823887015933E8,2006,20,027
459 | 20149,,1.333639568995948E8,1.3091247397170578E8,2006,20,149
460 | 20085,,1.1162063617240724E8,1.3545780193593436E8,2006,20,085
461 | 20177,,1.1985376353606814E8,1.3554085332143703E8,2006,20,177
462 | 20087,,1.2784282231504816E8,1.6975174845438924E8,2006,20,087
463 | 20045,,8.558889884210208E7,1.1929359855249259E8,2006,20,045
464 | 20103,,5.775288854990091E7,1.1799609793725178E8,2006,20,103
465 | 20005,,2.5095092231982145E8,1.91774526058369E8,2006,20,005
466 | 29165,,1.4242168490953216E8,1.8105133438474107E8,2006,29,165
467 | 29021,,1.8774785273321176E8,2.0821255307428017E8,2006,29,021
468 | 29049,,1.3419263583632237E8,1.4172857944213125E8,2006,29,049
469 | 29063,,1.0605032870330834E8,1.547266304639969E8,2006,29,063
470 | 29047,,4.2799745098836266E7,8.02123586066923E7,2006,29,047
471 | 20209,,6243535.384338377,1.8960089763805434E7,2006,20,209
472 | 20091,,4.430469132687007E7,7.223773417449185E7,2006,20,091
473 | 29095,,7.738697345565353E7,1.1133905041712622E8,2006,29,095
474 | 29037,,1.179320765760845E8,1.9968900060638332E8,2006,29,037
475 | 29177,,1.8195133067669368E8,2.3113030294812685E8,2006,29,177
476 | 29107,,4.1795602771726656E8,3.5682220836716545E8,2006,29,107
477 | 29101,,1.525058001155211E8,1.7378407863999668E8,2006,29,101
478 | 29033,,3.660006482270726E8,4.01067227038771E8,2006,29,033
479 | 29025,,5.8497297473431036E7,1.41056956506655E8,2006,29,025
480 | 29061,,1.3365552665881686E8,2.4515716785743278E8,2006,29,061
481 | 29117,,1.2219892077526952E8,3.821271885282096E8,2006,29,117
482 | 29195,,5.79689549779048E8,4.906663913465973E8,2006,29,195
483 | 29041,,3.120944106192742E8,4.410430952194425E8,2006,29,041
484 | 29115,,8.890373578781259E7,2.0085552945890445E8,2006,29,115
485 | 29121,,1.15015406598971E8,2.3700500564743727E8,2006,29,121
486 | 29175,,6.525652962706179E7,1.2278042866781797E8,2006,29,175
487 | 29089,,1.3237922789855956E8,1.2812468279413012E8,2006,29,089
488 | 29053,,1.963409254169175E8,1.6425779225557E8,2006,29,053
489 | 29019,,8.30586370344499E7,1.4006581956504E8,2006,29,019
490 | 29135,,4.303056296682322E7,4.564481110764041E7,2006,29,135
491 | 29141,,2.4103079987976067E7,2.237950488355664E7,2006,29,141
492 | 29159,,2.060714412590016E8,2.628958320328914E8,2006,29,159
493 | 29083,,8.889781132013944E7,1.2531550792993258E8,2006,29,083
494 | 29015,,4.467195665563296E7,4.82714048270996E7,2006,29,015
495 | 29185,,4.103302308487405E7,5.3124936641495295E7,2006,29,185
496 | 29085,,2553455.7665503407,2895144.3454589844,2006,29,085
497 | 29051,,1.6253332195112638E7,2.6870899015793502E7,2006,29,051
498 | 29131,,5478980.08490086,9547236.92886963,2006,29,131
499 | 29029,,100647.57794189453,738544.0447387695,2006,29,029
500 | 29059,,157282.7328491211,361447.9705386891,2006,29,059
501 | 29105,,1039643.7689819336,1329745.1902307847,2006,29,105
502 | 29225,,332122.8605957031,373945.69256591797,2006,29,225
503 | 29229,,,3571.5880737304688,2006,29,229
504 | 29077,,484348.029296875,1003406.4065551758,2006,29,077
505 | 29167,,2028579.9193725586,3169293.0863539753,2006,29,167
506 | 29039,,9222888.638857374,1.2584827860795086E7,2006,29,039
507 | 29057,,3.715082345746711E7,4.094857698402146E7,2006,29,057
508 | 29109,,1.2737900484168438E7,8839913.365774117,2006,29,109
509 | 29097,,9.778868375442013E7,8.331188601924452E7,2006,29,097
510 | 29011,,1.7784468065374064E8,1.4818219823192546E8,2006,29,011
511 | 29217,,1.937659816816234E8,1.5559944201665178E8,2006,29,217
512 | 29013,,1.950496480146841E8,2.978177800039817E8,2006,29,013
513 | 29145,,1.2968557626708984E7,9177777.524414062,2006,29,145
514 | 29119,19021.405327531407,703570.9198608398,33134.623596191406,2006,29,119
515 | 29009,,985294.5655517578,489092.00244140625,2006,29,009
516 | 29153,,721.2117309570312,721.2191772460938,2006,29,153
517 | 29213,,1441.0809326171875,116022.59997558594,2006,29,213
518 | 29209,,,5755.709228515625,2006,29,209
519 | 29043,,52369.65563964844,106147.58697509766,2006,29,043
520 | 29067,,,157120.3472290039,2006,29,067
521 | 29215,,,716.2874145507812,2006,29,215
522 | 29091,,,68383.7529296875,2006,29,091
523 | 29203,,,12193.897277832031,2006,29,203
524 | 29035,,,8616.5869140625,2006,29,035
525 | 29149,,,2160.9716186523438,2006,29,149
526 | 29069,4.92220186169294E7,1.080660767074614E8,9.970051935633857E8,2006,29,069
527 | 29023,,2.673431487283768E8,5.62060352184958E8,2006,29,023
528 | 29181,,2.7759459815802116E7,5.707409783238982E7,2006,29,181
529 | 29223,,4471256.080078604,1.076697078244988E7,2006,29,223
530 | 29179,,329860.77825927734,198165.12841796875,2006,29,179
531 | 29093,,,4977.9808349609375,2006,29,093
532 | 29207,,4.4151432348086286E8,8.88815501782112E8,2006,29,207
533 | 29017,,4.816407261696726E7,8.359245055802214E7,2006,29,017
534 | 29123,,21402.65869140625,959996.5581665039,2006,29,123
535 | 29157,,7.898786515894103E7,1.244367710060238E8,2006,29,157
536 | 29186,,3.8170760979493864E7,4.293661798301189E7,2006,29,186
537 | 29187,,1218678.2168579102,2112286.2306884765,2006,29,187
538 | 17157,,2.26411858616883E8,2.935805011908914E8,2006,17,157
539 | 17133,,2.0467125410692376E8,1.9478339613254994E8,2006,17,133
540 | 29099,,9933440.072694067,2.0771953833003268E7,2006,29,099
541 | 17163,,3.9104075333790004E8,3.6144680504382086E8,2006,17,163
542 | 29510,,47554.64800450942,179160.72800675934,2006,29,510
543 | 29189,,2.4973543982128426E7,3.995123578055707E7,2006,29,189
544 | 29221,,13486.285278320312,81367.80603027344,2006,29,221
545 | 29071,,6.3158334473120354E7,8.2119782495408E7,2006,29,071
546 | 29183,,1.817589545183967E8,2.3682817862857524E8,2006,29,183
547 | 29219,,7.277610354414615E7,1.096782232350219E8,2006,29,219
548 | 29055,,117511.59838867188,82530.0893020929,2006,29,055
549 | 29065,,51131.074768066406,15630.854675292969,2006,29,065
550 | 29161,,12051.016845703125,507402.5540216181,2006,29,161
551 | 29169,,1535242.421447754,1397830.9560546875,2006,29,169
552 | 29125,,1127179.4954678405,3593976.1461370727,2006,29,125
553 | 29151,,2.79964423908318E7,3.75413816757846E7,2006,29,151
554 | 29027,,1.1236945290635005E8,2.071122248494157E8,2006,29,027
555 | 29073,,1.5820983025387991E7,2.798347425184565E7,2006,29,073
556 | 29139,,1.5888800470741084E8,2.8764269165695137E8,2006,29,139
557 | 29113,,1.466837781012389E8,2.5075280113679108E8,2006,29,113
558 | 29163,,2.1703591129739177E8,2.8423766549170697E8,2006,29,163
559 | 29007,,3.367188413877525E8,6.451244439055454E8,2006,29,007
560 | 29137,,2.2969142779773286E8,2.7955690331853455E8,2006,29,137
561 | 29205,,2.0785185107562003E8,3.4988725767790407E8,2006,29,205
562 | 29103,,1.6274958696087688E8,2.724875615159847E8,2006,29,103
563 | 29127,,2.059865293292756E8,2.2034534701182887E8,2006,29,127
564 | 29111,,2.4535073312118304E8,2.4906966280781132E8,2006,29,111
565 | 29173,,1.838069966994095E8,2.4258747763655338E8,2006,29,173
566 | 17149,,6.643340314733853E8,3.829278048970194E8,2006,17,149
567 | 17001,,6.16066502626398E8,4.814702636403983E8,2006,17,001
568 | 17009,,1.704132556675976E8,1.2001824561100756E8,2006,17,009
569 | 17171,,2.49369070937019E8,1.6305886261544934E8,2006,17,171
570 | 17061,,5.2972097506647587E8,3.117092663394567E8,2006,17,061
571 | 17013,,7.942492692045607E7,6.061944908088613E7,2006,17,013
572 | 17083,,2.5496170108839032E8,1.8610553856941766E8,2006,17,083
573 | 17119,,4.4630803744641376E8,3.417698915103433E8,2006,17,119
574 | 17117,,8.343524367618482E8,5.0317823078472304E8,2006,17,117
575 | 17137,,5.943886513970196E8,4.2833033796325964E8,2006,17,137
576 | 17017,,3.684529106677665E8,2.3964456694175836E8,2006,17,017
577 | 17169,,2.778018982950396E8,1.848951558906011E8,2006,17,169
578 | 17125,,6.522427171707274E8,3.924729256459177E8,2006,17,125
579 | 17057,,5.812003419436827E8,4.888879007711152E8,2006,17,057
580 | 17109,,6.020142607917241E8,4.4339385384600735E8,2006,17,109
581 | 17187,,6.029425595777947E8,4.941721991292531E8,2006,17,187
582 | 17067,,7.132643954150084E8,5.555122607542509E8,2006,17,067
583 | 17071,,3.956400080698067E8,2.637802001761192E8,2006,17,071
584 | 19111,,3.602010980695028E8,2.238456568069376E8,2006,19,111
585 | 19057,,3.667185331078478E8,2.1816072355396447E8,2006,19,057
586 | 17131,,5.78532758363801E8,4.637132634184894E8,2006,17,131
587 | 19115,,3.5365309187575424E8,2.7010406763648975E8,2006,19,115
588 | 17073,,9.399741050025198E8,7.653657123778183E8,2006,17,073
589 | 17095,,6.465756844706112E8,5.2772931040081984E8,2006,17,095
590 | 17195,,9.090587804930081E8,4.586659075901987E8,2006,17,195
591 | 17161,,3.1044003300838524E8,2.1982970624696544E8,2006,17,161
592 | 19163,,4.345293272747147E8,3.1682949538049495E8,2006,19,163
593 | 19045,,7.233659154364058E8,5.50097153405326E8,2006,19,045
594 | 17015,,5.3170098773880285E8,2.160238061659201E8,2006,17,015
595 | 19097,,3.1162803800930715E8,2.3936262816365844E8,2006,19,097
596 | 17085,,3.257707279550444E8,1.8680175303784406E8,2006,17,085
597 | 55065,,4.616698236979172E8,2.1638402187245902E8,2006,55,065
598 | 55043,,4.328664359200428E8,2.0753943310660258E8,2006,55,043
599 | 19061,,4.615175417694001E8,1.7262773525651026E8,2006,19,061
600 | 19031,,6.241602077032468E8,4.9574432722931194E8,2006,19,031
601 | 19105,,5.760413209187596E8,3.4624437492277956E8,2006,19,105
602 | 19055,,7.104391266444983E8,3.306545729650697E8,2006,19,055
603 | 19139,,3.9919944252777255E8,2.8844207083020145E8,2006,19,139
604 | 19103,,4.824925691862126E8,3.501473790525413E8,2006,19,103
605 | 19183,,4.8004921785507256E8,3.949121193771642E8,2006,19,183
606 | 19095,,5.2302770310176355E8,3.4552304350986934E8,2006,19,095
607 | 19011,,8.176131463099353E8,6.150811796645315E8,2006,19,011
608 | 19113,,5.870434152231853E8,4.833046781138259E8,2006,19,113
609 | 19019,,7.284106712653701E8,4.608081504911254E8,2006,19,019
610 | 19013,,6.010388058186246E8,4.4895408744811755E8,2006,19,013
611 | 19171,,6.931368397851235E8,5.658786003781755E8,2006,19,171
612 | 19157,,6.122186368980124E8,4.2577032563831925E8,2006,19,157
613 | 19107,,4.6926035170867413E8,3.467525361894611E8,2006,19,107
614 | 19123,,5.636678597671415E8,3.52264749946415E8,2006,19,123
615 | 19179,,2.260121249048411E8,1.9514150867622054E8,2006,19,179
616 | 19101,,2.6361150333949423E8,2.5394000657493788E8,2006,19,101
617 | 19051,,1.5870655767599288E8,1.3558328373511583E8,2006,19,051
618 | 19177,,2.041618689922639E8,1.5229299794556317E8,2006,19,177
619 | 19087,,3.6434779349238235E8,2.3732997943823949E8,2006,19,087
620 | 29045,,2.144483743134218E8,2.5972612021288702E8,2006,29,045
621 | 29199,,1.4339398482312378E8,2.171977193361833E8,2006,29,199
622 | 29197,,3.134502920895925E7,5.310955635977443E7,2006,29,197
623 | 29001,,4.7186913537057675E7,1.1532815590973021E8,2006,29,001
624 | 29211,,4.111635152333817E7,7.370987458201952E7,2006,29,211
625 | 29171,,4.5167452990752086E7,6.2970616901022755E7,2006,29,171
626 | 19007,,1.4361327859036815E8,1.001012181751551E8,2006,19,007
627 | 19185,,2.3548705723400542E8,1.550637895351174E8,2006,19,185
628 | 19135,,1.2077505742292325E8,7.142602128407389E7,2006,19,135
629 | 19125,,4.141053890713216E8,2.145493815288612E8,2006,19,125
630 | 19117,,1.1704770028573814E8,8.554877291198754E7,2006,19,117
631 | 19181,,3.437673432911943E8,2.0710429746276745E8,2006,19,181
632 | 19039,,1.4763201531591797E8,9.261804689134137E7,2006,19,039
633 | 19053,,1.6979231710597765E8,7.836444807499954E7,2006,19,053
634 | 29129,,5.66697990354923E7,8.260579218108559E7,2006,29,129
635 | 29079,,1.034140631441301E8,2.3858892952030486E8,2006,29,079
636 | 29081,,1.8838427234760693E8,1.7767880168687654E8,2006,29,081
637 | 29075,,1.4309778363896722E8,1.661902514118461E8,2006,29,075
638 | 29227,,5.461935215691183E7,5.904261783526613E7,2006,29,227
639 | 19159,,2.4510787392696524E8,1.2412558209049886E8,2006,19,159
640 | 19173,,4.4167663349145734E8,2.0558149457098532E8,2006,19,173
641 | 19003,,3.466371098819674E8,1.994585986045096E8,2006,19,003
642 | 19001,,5.094993753004353E8,3.9109599793731546E8,2006,19,001
643 | 19175,,2.415664733181045E8,1.7954953914359668E8,2006,19,175
644 | 19121,,3.0957012287634516E8,2.673465220278288E8,2006,19,121
645 | 19049,,5.826017541446625E8,4.322208805029521E8,2006,19,049
646 | 19153,,4.179846079133021E8,2.5713960195856747E8,2006,19,153
647 | 19077,,5.186721147212368E8,3.6314355977651215E8,2006,19,077
648 | 19073,,7.922315428702766E8,4.498664587362541E8,2006,19,073
649 | 19025,,9.030266639057983E8,4.20779779421799E8,2006,19,025
650 | 19187,,9.674843475260074E8,5.398413811524096E8,2006,19,187
651 | 19015,,7.133821141928543E8,4.038571438964995E8,2006,19,015
652 | 19079,,8.126889520559214E8,4.7882489569927716E8,2006,19,079
653 | 19169,,7.195593797460822E8,4.4633940608112705E8,2006,19,169
654 | 19083,,7.642391881499164E8,4.272706606427202E8,2006,19,083
655 | 19127,,6.473027267674279E8,4.8696218425920415E8,2006,19,127
656 | 19099,,7.934003503629004E8,5.095649920032752E8,2006,19,099
657 | 19075,,6.303171348485777E8,5.433082123320858E8,2006,19,075
658 | 19023,,7.158977874801258E8,4.7929167649312514E8,2006,19,023
659 | 19017,,5.103716589572861E8,3.218279551500178E8,2006,19,017
660 | 19069,,8.291441100513879E8,4.7836575438121647E8,2006,19,069
661 | 19067,,6.429216000159289E8,3.8018506465125686E8,2006,19,067
662 | 19033,,7.862460683077354E8,3.951409179848161E8,2006,19,033
663 | 19037,,6.285129575568949E8,3.815967199551627E8,2006,19,037
664 | 19089,,5.940570825016564E8,3.572671016724787E8,2006,19,089
665 | 19131,,6.340138641740553E8,3.643335461396456E8,2006,19,131
666 | 27099,,8.186831642701244E8,6.452903831931747E8,2006,27,099
667 | 27047,,8.452474747668405E8,5.732129290798742E8,2006,27,047
668 | 19195,,5.105595747895932E8,3.427520696235205E8,2006,19,195
669 | 19189,,5.311778666879476E8,3.4015586041513497E8,2006,19,189
670 | 27043,,9.363984683809172E8,6.424178412915877E8,2006,27,043
671 | 19081,,8.523252019567982E8,4.3888489830145E8,2006,19,081
672 | 19197,,7.906174451737657E8,5.095523530486248E8,2006,19,197
673 | 19091,,5.743979907322791E8,4.207020151962465E8,2006,19,091
674 | 19109,,1.4991027654169583E9,7.248447754432058E8,2006,19,109
675 | 19151,,8.110968406648265E8,5.486561630702872E8,2006,19,151
676 | 19147,,7.745928161948657E8,4.761338378224951E8,2006,19,147
677 | 19063,,5.046254164055E8,3.250282877627909E8,2006,19,063
678 | 27091,,9.246063190587935E8,6.41033336595884E8,2006,27,091
679 | 27161,,5.2369950561131054E8,3.2920664156433886E8,2006,27,161
680 | 27013,,8.686265157481877E8,5.803219658939996E8,2006,27,013
681 | 27079,,4.4158607071182823E8,2.3946640667198947E8,2006,27,079
682 | 27103,,5.687530988196785E8,2.7797339920097417E8,2006,27,103
683 | 27165,,5.430299068122845E8,4.172488623508708E8,2006,27,165
684 | 27143,,7.110143271951146E8,4.4755511160947084E8,2006,27,143
685 | 27139,,1.6941526170759636E8,1.1125316414304605E8,2006,27,139
686 | 27037,,3.6124500259804356E8,2.139429924922914E8,2006,27,037
687 | 27131,,3.85148180977816E8,2.4290683895446914E8,2006,27,131
688 | 27147,,4.6527575964526826E8,3.249629544536048E8,2006,27,147
689 | 27049,,6.191444015034026E8,3.29784447973783E8,2006,27,049
690 | 27039,,5.0859005645053333E8,3.461932085757824E8,2006,27,039
691 | 27109,,5.105628046399842E8,2.181582530896099E8,2006,27,109
692 | 27157,,3.438368968100819E8,1.2527131329186583E8,2006,27,157
693 | 55093,,3.176361981573649E8,8.537736712412156E7,2006,55,093
694 | 55091,,1.2964561853650783E8,3.095169115801164E7,2006,55,091
695 | 55011,,2.6289209932080114E8,6.2813107476224765E7,2006,55,011
696 | 55035,,2.255430225155418E8,6.1899148394577205E7,2006,55,035
697 | 55121,,3.266973413500107E8,9.658536400892118E7,2006,55,121
698 | 27169,,2.7059565136677134E8,9.247703123768215E7,2006,27,169
699 | 55063,,1.0890290231592792E8,3.982733589601308E7,2006,55,063
700 | 27055,,1.5089813160430646E8,8.516658929847291E7,2006,27,055
701 | 27045,,6.722000371387697E8,3.2932103541346234E8,2006,27,045
702 | 19191,,5.62939686637725E8,2.988088594922079E8,2006,19,191
703 | 19065,,7.34859973581875E8,5.0980337883427286E8,2006,19,065
704 | 19005,,2.301471269318781E8,1.227183770959085E8,2006,19,005
705 | 19043,,5.077171410112458E8,2.2627831856885198E8,2006,19,043
706 | 55023,,7.218918484149021E7,3.357949892008226E7,2006,55,023
707 | 55123,,1.5970720896587527E8,7.097049315273605E7,2006,55,123
708 | 55081,,1.7740980834244934E8,7.568440508054247E7,2006,55,081
709 | 55103,,1.0140637963070045E8,3.355475836796923E7,2006,55,103
710 | 55049,,2.362364881157763E8,1.0494755963150443E8,2006,55,049
711 | 55111,,3.172582024000081E8,1.0369346553091034E8,2006,55,111
712 | 55057,,1.6389492871790317E8,9.67386537013794E7,2006,55,057
713 | 55001,,1.6132573554537186E8,6.223196255440147E7,2006,55,001
714 | 55141,,1.715906970502717E8,4.702521468322012E7,2006,55,141
715 | 55053,,2.0756253157000965E8,6.952976690099066E7,2006,55,053
716 | 55097,,3.0097042892054546E8,8.934821226633087E7,2006,55,097
717 | 55137,,2.4900234258049074E8,9.455543306632894E7,2006,55,137
718 | 55077,,1.6399722062758806E8,5.184873195195337E7,2006,55,077
719 | 55135,,3.031918227130376E8,8.909906265907604E7,2006,55,135
720 | 55047,,2.449580621150551E8,5.9771198422049955E7,2006,55,047
721 | 55139,,2.587445390062682E8,8.354054343733986E7,2006,55,139
722 | 55039,,4.724652528430065E8,1.8064755668772694E8,2006,55,039
723 | 55087,,3.993509865639092E8,1.658476480919838E8,2006,55,087
724 | 55009,1.9871599319595054E8,2.5838757555386028E8,8.158302193347862E7,2006,55,009
725 | 55061,1.9116250812768593E9,1.7939128525411785E8,6.948287158143312E7,2006,55,061
726 | 55071,2.318763222220707E9,3.155738310416962E8,7.388825619600472E7,2006,55,071
727 | 55015,,2.1551230579708633E8,8.673981062734471E7,2006,55,015
728 | 55117,1.9335724892998133E9,2.4762965870802003E8,7.391558247595216E7,2006,55,117
729 | 55027,,6.562710044610167E8,2.8147114470119846E8,2006,55,027
730 | 55055,,4.0163753566803837E8,1.704401067836066E8,2006,55,055
731 | 55133,,1.3367793067150682E8,5.068847885947074E7,2006,55,133
732 | 55131,,1.593908027843743E8,7.84939951158768E7,2006,55,131
733 | 55089,2.250323987886058E9,8.519187384851508E7,3.053369784031694E7,2006,55,089
734 | 55079,2.4141967202106643E9,1.2633725474515546E7,5714551.0835561715,2006,55,079
735 | 55101,1.15552140162237E9,2.0481177245064652E8,9.200702036445816E7,2006,55,101
736 | 55059,1.2015644193984718E9,1.6867984918392375E8,6.705579603375412E7,2006,55,059
737 | 55127,,4.583008542529965E8,1.7447539930530983E8,2006,55,127
738 | 55105,,6.754458038620408E8,3.2938216157363E8,2006,55,105
739 | 55025,,7.830110502732515E8,2.959127514142737E8,2006,55,025
740 | 55045,,3.850558789687766E8,1.5262765617153415E8,2006,55,045
741 | 55021,,5.658539032465714E8,1.9341329994575074E8,2006,55,021
742 | 17177,,6.285623739626193E8,3.826042640216072E8,2006,17,177
743 | 17141,,9.671712099926516E8,4.64078710811059E8,2006,17,141
744 | 17201,,4.3438008640085185E8,2.134735804701665E8,2006,17,201
745 | 17007,,3.265733286072822E8,1.9785153152510554E8,2006,17,007
746 | 17037,,9.079017802048907E8,4.7047954474817795E8,2006,17,037
747 | 17103,,1.0653739355881647E9,4.9495860293777263E8,2006,17,103
748 | 17099,,1.296643976680189E9,9.780472934469054E8,2006,17,099
749 | 17011,,1.1335594632685394E9,6.370289757926725E8,2006,17,011
750 | 17155,,1.5052269088201445E8,9.67608634214355E7,2006,17,155
751 | 17175,,3.551130700224066E8,2.810431032911826E8,2006,17,175
752 | 17143,,4.33810676843907E8,3.6425390051727486E8,2006,17,143
753 | 17123,,4.25809321539032E8,3.019919199488257E8,2006,17,123
754 | 17203,,5.395624091044168E8,4.5230765974577546E8,2006,17,203
755 | 17179,,6.12013672518011E8,5.2775535857835376E8,2006,17,179
756 | 17129,,3.291960381075691E8,2.5528526976312488E8,2006,17,129
757 | 17107,,7.833701573565491E8,5.805579397987221E8,2006,17,107
758 | 17113,,1.4156564925313704E9,1.1491988705448847E9,2006,17,113
759 | 17039,,4.553729996347917E8,3.766867481783538E8,2006,17,039
760 | 17115,,6.69965419674116E8,4.8340237347962606E8,2006,17,115
761 | 17105,,1.25159895253104E9,1.0955789169734235E9,2006,17,105
762 | 17063,,4.7236815399804723E8,3.3725085086899483E8,2006,17,063
763 | 17197,,4.654749427270279E8,4.645775617031589E8,2006,17,197
764 | 17091,,7.740955596485285E8,5.785675808063971E8,2006,17,091
765 | 17053,,5.965495791500783E8,5.317681399567455E8,2006,17,053
766 | 17147,,5.533731716499149E8,4.4211369539656025E8,2006,17,147
767 | 17019,,1.1653292977377198E9,1.0234237990976422E9,2006,17,019
768 | 17075,,1.4002910998937635E9,1.1117547622885914E9,2006,17,075
769 | 17183,,9.179235972941823E8,8.881769480341011E8,2006,17,183
770 | 17031,1.755729087256379E9,2.993546539202498E7,2.7527344973192643E7,2006,17,031
771 | 17043,,1.7211817481373508E7,1.033195087301169E7,2006,17,043
772 | 17093,,3.243023609844105E8,2.589200809655596E8,2006,17,093
773 | 17089,,3.9411857711503E8,2.1974202704829678E8,2006,17,089
774 | 17097,2.3216372701945057E9,7.422566389348477E7,3.6369771951500505E7,2006,17,097
775 | 17111,,4.661128450480677E8,2.3343488892574587E8,2006,17,111
776 | 26021,2.498357903955179E9,2.0575240525724646E8,2.0102333623234126E8,2006,26,021
777 | 26159,1.1797333109994826E9,1.9649584417896533E8,1.3773534540635294E8,2006,26,159
778 | 26005,2.4984845965258656E9,2.899297406866302E8,2.1737854459470573E8,2006,26,005
779 | 18091,1.596543403544807E7,5.2091395702371746E8,3.6669586548301893E8,2006,18,091
780 | 18141,,3.3909687429145795E8,2.2363338190823516E8,2006,18,141
781 | 18149,,3.258255545995703E8,1.652633048400961E8,2006,18,149
782 | 18099,,4.2100833836330235E8,3.301040832001848E8,2006,18,099
783 | 18127,2.2951270852928838E8,2.794571683698149E8,2.1657124941444072E8,2006,18,127
784 | 18073,,6.341453747587628E8,4.9288205718964326E8,2006,18,073
785 | 18089,3.1000414014418435E8,2.618858779055202E8,2.118688655580076E8,2006,18,089
786 | 18111,,4.382079886559152E8,3.391130925910106E8,2006,18,111
787 | 18131,,5.188364545757028E8,3.5538760784921557E8,2006,18,131
788 | 18181,,6.064391453739823E8,4.998893015338738E8,2006,18,181
789 | 18007,,5.0042918691796064E8,4.6281479444761753E8,2006,18,007
790 | 18171,,3.4017241805011344E8,3.3559277094926465E8,2006,18,171
791 | 18045,,3.45091952587462E8,3.529452290521505E8,2006,18,045
792 | 18165,,1.984128529621439E8,1.731756334829054E8,2006,18,165
793 | 18121,,2.6538546961474726E8,2.555082867831791E8,2006,18,121
794 | 18157,,4.332297471818906E8,3.8956105878558034E8,2006,18,157
795 | 18107,,4.871105107756292E8,5.1206588369294834E8,2006,18,107
796 | 18015,,3.98339907531834E8,3.3045524793525004E8,2006,18,015
797 | 18023,,4.5255123528657275E8,4.2962202106727785E8,2006,18,023
798 | 18011,,4.270695314132899E8,4.119954136138692E8,2006,18,011
799 | 18063,,2.946195142971252E8,3.126970450996589E8,2006,18,063
800 | 18097,,3.417348925170827E7,4.496479281163881E7,2006,18,097
801 | 18067,,2.4668962711707166E8,3.0727272392131793E8,2006,18,067
802 | 18017,,4.028728105908166E8,3.497201413145962E8,2006,18,017
803 | 18049,,3.79745389272836E8,3.4077879769993514E8,2006,18,049
804 | 18103,,3.11090277771354E8,3.4737381426116115E8,2006,18,103
805 | 18085,,4.1019632636209476E8,4.467553841934661E8,2006,18,085
806 | 18169,,2.5304894050087872E8,4.3710823410605115E8,2006,18,169
807 | 18183,,2.180244612074458E8,3.394115177500382E8,2006,18,183
808 | 18069,,2.3876945722610343E8,4.3275421727750045E8,2006,18,069
809 | 18053,,2.9769749339147514E8,4.6259016707108533E8,2006,18,053
810 | 18159,,2.705179579256821E8,3.167981832966572E8,2006,18,159
811 | 18057,,2.4873594874825218E8,2.8961169908001333E8,2006,18,057
812 | 18059,,2.5114342669711238E8,3.176842664149737E8,2006,18,059
813 | 18095,,3.580932142530744E8,4.391329791367007E8,2006,18,095
814 | 18009,,1.2244165202855512E8,1.9748602607681975E8,2006,18,009
815 | 18035,,3.0101020354681015E8,3.6357692799551255E8,2006,18,035
816 | 18065,,3.343913712046792E8,3.607068307437324E8,2006,18,065
817 | 18135,,4.1952567574192274E8,4.838743510798849E8,2006,18,135
818 | 18177,,3.211330403256867E8,2.5991870146844637E8,2006,18,177
819 | 18075,,3.345321887305649E8,3.918123337070331E8,2006,18,075
820 | 18001,,2.5047684611405367E8,3.8022023294967175E8,2006,18,001
821 | 18179,,2.755104694215093E8,4.6869079175777316E8,2006,18,179
822 | 18003,,2.7354985218647176E8,5.545937813253124E8,2006,18,003
823 | 18033,,2.3791819326360148E8,2.70481155466801E8,2006,18,033
824 | 18113,,2.919782247651163E8,2.8874983136959285E8,2006,18,113
825 | 18151,,1.791032811051332E8,1.3831080433252552E8,2006,18,151
826 | 26023,,3.79587460889162E8,2.4483912157585245E8,2006,26,023
827 | 18087,,2.4092594084956762E8,1.795124644707055E8,2006,18,087
828 | 26149,,3.779161013543899E8,2.1652953672038794E8,2006,26,149
829 | 18039,,2.894683154984867E8,2.2739782318977714E8,2006,18,039
830 | 26027,,3.023794631276421E8,1.841277580423988E8,2006,26,027
831 | 26077,,2.1585152190558496E8,1.3113830703755146E8,2006,26,077
832 | 26015,,1.5327837617372018E8,1.1295863206534328E8,2006,26,015
833 | 26025,,3.755867018980869E8,2.247998797216273E8,2006,26,025
834 | 26045,,2.596620712133622E8,2.458417608869947E8,2006,26,045
835 | 26081,,1.725609059921612E8,9.215223880946285E7,2006,26,081
836 | 26067,,3.229112915187434E8,2.444148611147442E8,2006,26,067
837 | 26117,,2.679826610098436E8,1.1046483302810872E8,2006,26,117
838 | 26107,,8.090500027736773E7,2.352024991815138E7,2006,26,107
839 | 26073,,1.4692955006366256E8,1.7383714713708693E8,2006,26,073
840 | 26123,,1.0866429668176605E8,4.185502502275918E7,2006,26,123
841 | 26139,2.671583803485008E9,1.4199488209147134E8,1.207471535803742E8,2006,26,139
842 | 26121,2.4428916437395134E9,6.356446087030795E7,3.6069125001326494E7,2006,26,121
843 | 26127,1.979180876219014E9,7.26636047866534E7,4.511726400372075E7,2006,26,127
844 | 26105,1.8879881361330464E9,2.731108906111127E7,2.8114659635143567E7,2006,26,105
845 | 26101,1.860302434696392E9,4177501.9303667857,1453242.2694702148,2006,26,101
846 | 26019,1.3045820086824467E9,3413052.597510005,495860.4348144531,2006,26,019
847 | 26165,,3076518.342651367,3290564.3849487305,2006,26,165
848 | 26085,,1028964.0146484375,1152604.6072998047,2006,26,085
849 | 26133,,1.112754421095545E7,1.4991575253471825E7,2006,26,133
850 | 26113,,2.5714573783139218E7,2.389572566796492E7,2006,26,113
851 | 26035,,1.3556758033615772E7,1.0501004110294597E7,2006,26,035
852 | 26079,,2121765.205871582,1674696.392211914,2006,26,079
853 | 26039,,201158.90893554688,48720.93005371094,2006,26,039
854 | 26143,,226996.5297241211,66909.85534667969,2006,26,143
855 | 26129,,3.139184965872635E7,1.083940989163172E7,2006,26,129
856 | 26069,3.4658994615746818E9,2.3857667496816836E7,8386401.343105899,2006,26,069
857 | 26051,,3.652277140704154E7,2.2816819962956686E7,2006,26,051
858 | 26011,8.05597352438318E8,8.293790309075375E7,4.705886315454674E7,2006,26,011
859 | 26017,4.5693030953412324E8,2.6455946142920184E8,1.3057451600516835E8,2006,26,017
860 | 26063,3.341373830298131E9,7.018950955605241E8,2.76828356254485E8,2006,26,063
861 | 26157,2.3528102709821588E8,4.7743410684282506E8,2.682549127524053E8,2006,26,157
862 | 26111,,1.0216866603401287E8,8.171644833382115E7,2006,26,111
863 | 26057,,3.5657080841879404E8,3.033867215389527E8,2006,26,057
864 | 26145,,4.5788918615462E8,3.131762192528129E8,2006,26,145
865 | 26037,,2.716260990429915E8,2.747577433823745E8,2006,26,037
866 | 26155,,2.144555027437103E8,3.084100032620713E8,2006,26,155
867 | 26075,,2.4891843382936925E8,1.4097965786736557E8,2006,26,075
868 | 26065,,2.3094579378615677E8,1.8831119237695146E8,2006,26,065
869 | 26093,,8.834808077832389E7,6.603049818255495E7,2006,26,093
870 | 26161,,1.5951360979035044E8,1.9212484265900138E8,2006,26,161
871 | 26125,,1.4656327338317394E7,9280527.423134957,2006,26,125
872 | 26049,,1.2711143181593685E8,1.2055237736312822E8,2006,26,049
873 | 26087,,2.1156171683775827E8,1.4424689651567334E8,2006,26,087
874 | 26151,1.6174442288670652E9,5.460147534926091E8,4.8559262039763975E8,2006,26,151
875 | 26147,3.3109044967197585E8,1.7950074421865094E8,2.397368862240433E8,2006,26,147
876 | 26163,1.8279002764006037E8,9551278.466962269,1.6235983829155896E7,2006,26,163
877 | 26099,2.3250146681567788E8,7.770514401836847E7,8.55706994776956E7,2006,26,099
878 | 39007,1.6859931764441905E9,9.301162464298813E7,8.69808033079293E7,2006,39,007
879 | 39085,1.9534746418387604E9,1016360.7321777344,484663.70806884766,2006,39,085
880 | 39035,2.0225002843704295E9,434611.95623779297,367249.74448768765,2006,39,035
881 | 39093,1.0920454711935472E9,8.134031969655114E7,2.2888146148567474E8,2006,39,093
882 | 39103,,5.602950530315923E7,1.0876354146075271E8,2006,39,103
883 | 39005,,1.2377827432055664E8,1.8518339657705244E8,2006,39,005
884 | 39169,,1.639818417352036E8,2.713162691953749E8,2006,39,169
885 | 39153,,4288831.646240234,7066849.222831218,2006,39,153
886 | 39055,,1.1174328393677237E7,9023123.323124904,2006,39,055
887 | 39133,,5.00883474831689E7,5.642038770107183E7,2006,39,133
888 | 39151,,8.329347726143536E7,1.1158008092433341E8,2006,39,151
889 | 39155,5236766.223275937,9.38724203471153E7,6.6347452618105404E7,2006,39,155
890 | 39099,4373056.326645077,5.9849413386846095E7,3.982658646799747E7,2006,39,099
891 | 39029,3145671.8322466677,6.592091131462546E7,6.663314533179191E7,2006,39,029
892 | 39081,1.565592091981225E7,1300038.7809302236,353904.2570889342,2006,39,081
893 | 39013,5488313.485102635,19288.488891601562,15138.841613769531,2006,39,013
894 | 39111,5954644.21400003,281068.6723022461,78119.93525989009,2006,39,111
895 | 39121,,36614.326171875,60727.97869873047,2006,39,121
896 | 39059,,6419620.07078283,6808781.191434494,2006,39,059
897 | 39157,,3.9685888485304415E7,5.4802750269323975E7,2006,39,157
898 | 39067,,4378473.749104578,3092860.83519694,2006,39,067
899 | 39019,,1.4729512459199077E7,1.157321626859634E7,2006,39,019
900 | 39075,,4.127640565153212E7,6.083265715374974E7,2006,39,075
901 | 39031,,5.407075432643732E7,7.37199679259538E7,2006,39,031
902 | 39083,,1.7776830508485946E8,2.236123944738181E8,2006,39,083
903 | 39089,,1.8249023209439287E8,2.692028402475375E8,2006,39,089
904 | 39119,,3.405747471506515E7,4.432731469140697E7,2006,39,119
905 | 39115,,4478457.430772729,3879948.146688783,2006,39,115
906 | 39127,,5.563177948053937E7,5.316770826298803E7,2006,39,127
907 | 39045,,2.258484907344872E8,2.4191939177247018E8,2006,39,045
908 | 39117,,1.7237739524094048E8,2.906132148956922E8,2006,39,117
909 | 39041,,1.9056240177311867E8,2.754266792023636E8,2006,39,041
910 | 39049,,7.710413805786325E7,1.3778614934483284E8,2006,39,049
911 | 39129,,3.5247268054554987E8,4.478018831599427E8,2006,39,129
912 | 39159,,3.0931333509458816E8,4.0303899936090505E8,2006,39,159
913 | 39097,,3.5565654826599604E8,5.503595937668635E8,2006,39,097
914 | 39023,,2.99293542527268E8,2.581398265122902E8,2006,39,023
915 | 39021,,4.9120025011618245E8,2.3855866684269255E8,2006,39,021
916 | 39091,,4.7998735952637273E8,1.703322632670295E8,2006,39,091
917 | 39101,,2.9342565344184744E8,4.2159522435757905E8,2006,39,101
918 | 39033,,2.854297301715482E8,3.939956160513246E8,2006,39,033
919 | 39175,,2.7565533239597917E8,4.1076006605035E8,2006,39,175
920 | 39065,,5.382778326429529E8,3.1757910388438004E8,2006,39,065
921 | 39063,,6.811280091407061E8,2.184920756112121E8,2006,39,063
922 | 39147,,3.524759234436189E8,5.640994181247584E8,2006,39,147
923 | 39077,,2.703705729130555E8,4.373595454991363E8,2006,39,077
924 | 39139,,1.4134141426626003E8,2.3098262091938955E8,2006,39,139
925 | 39043,9.843601587956194E8,1.1864208102120084E8,1.6096771406876987E8,2006,39,043
926 | 39143,1.2313081994039375E7,2.7582852569189894E8,3.874385060622193E8,2006,39,143
927 | 39123,8.76402812644667E8,1.0446477608809623E8,2.059922836292198E8,2006,39,123
928 | 39095,6.385883589336562E8,1.7632959641305175E8,6.631076581762935E7,2006,39,095
929 | 26115,2.774060024319496E8,3.044318776500225E8,2.8291590784491086E8,2006,26,115
930 | 39173,,8.509073656841261E8,1.4898763879678956E8,2006,39,173
931 | 39069,,6.22018237744665E8,1.5356349373604542E8,2006,39,069
932 | 39137,,7.422938622372869E8,1.193980084189929E8,2006,39,137
933 | 39039,,2.253818987186622E8,4.040991721382256E8,2006,39,039
934 | 39051,,4.0201921783749425E8,3.3034731466597676E8,2006,39,051
935 | 26091,,4.200787615002913E8,4.2080912114906794E8,2006,26,091
936 | 26059,,2.809533558492892E8,2.8555051548866826E8,2006,26,059
937 | 39171,,1.5968203200816244E8,3.890267088605335E8,2006,39,171
938 | 39125,,2.4085751320112434E8,4.3905031258558965E8,2006,39,125
939 | 39161,,3.464150442813088E8,4.7749707260107714E8,2006,39,161
940 | 39107,,4.4642556085508054E8,3.962182697833214E8,2006,39,107
941 | 39011,,5.283780169561238E8,1.2664782870667936E8,2006,39,011
942 | 39003,,5.0678637244153047E8,8.895097802834977E7,2006,39,003
943 | 39149,,5.169940276506069E8,1.5145065318148196E8,2006,39,149
944 | 39109,,4.334470847852695E8,2.0687046373098844E8,2006,39,109
945 | 39057,,2.3919162666526553E8,2.695093754915635E8,2006,39,057
946 | 39113,,1.867319160023319E8,1.2891327891010052E8,2006,39,113
947 | 39037,,6.527547667699562E8,4.8392080231242377E8,2006,39,037
948 | 39135,,3.354799192023077E8,3.1274121667866987E8,2006,39,135
949 | 18161,,1.569711013786577E8,1.0321166761343975E8,2006,18,161
950 | 39017,,8.67615385040271E7,1.0563390026117371E8,2006,39,017
951 | 18047,,1.454156986131018E8,1.1849804198091424E8,2006,18,047
952 | 18029,,2.9958324852835853E7,2.7147551758654065E7,2006,18,029
953 | 39061,,1.8202537287950955E7,1.1852312882254343E7,2006,39,061
954 | 39025,,5.673746515555948E7,9.99057228177468E7,2006,39,025
955 | 39165,,9.783453960994604E7,9.551635438631763E7,2006,39,165
956 | 39027,,2.677693995736822E8,4.195313272294962E8,2006,39,027
957 | 39047,,3.520833100120602E8,4.361322263527138E8,2006,39,047
958 | 39071,,1.9736141491537052E8,2.7643178672149754E8,2006,39,071
959 | 39015,,1.4697381274853843E8,2.351451889508313E8,2006,39,015
960 | 21037,,655851.2199707031,269201.4631958008,2006,21,037
961 | 21191,,2981014.6351864086,2015550.1225585938,2006,21,191
962 | 39001,,4.034464600360994E7,3.912528886663842E7,2006,39,001
963 | 21161,,7246249.844826132,7856111.88923316,2006,21,161
964 | 21023,,790365.0409959981,767000.0648655312,2006,21,023
965 | 21135,,5510382.22777698,7691750.544228229,2006,21,135
966 | 21069,,4883406.689483762,9345678.859128226,2006,21,069
967 | 21201,,2813.1004638671875,113228.60479736328,2006,21,201
968 | 21097,,6245608.627175724,4979832.558654785,2006,21,097
969 | 21081,,458072.5055541992,73636.20391845703,2006,21,081
970 | 21117,,61556.943115234375,50936.11065219057,2006,21,117
971 | 21015,,6064993.011413574,3397020.6640297086,2006,21,015
972 | 18115,,9337164.273888683,7350648.619289742,2006,18,115
973 | 18155,,2.3428456274077058E7,1.6952638868064493E7,2006,18,155
974 | 21077,,3510583.079785156,1778614.1951904297,2006,21,077
975 | 21187,,820517.7135057637,490336.33435058594,2006,21,187
976 | 21041,,1862994.8191327262,6486725.482778752,2006,21,041
977 | 21103,,7535144.211409745,8558257.021885533,2006,21,103
978 | 21073,,1952592.1176757812,2775414.058227539,2006,21,073
979 | 21209,,2540605.685904948,1715159.3347797468,2006,21,209
980 | 21017,,3237592.67046066,3171616.7667104686,2006,21,017
981 | 21067,,4686695.985753914,4958060.377542175,2006,21,067
982 | 21049,,2311399.9641295187,1550327.2835731655,2006,21,049
983 | 21151,,535667.2232666016,529321.4876098633,2006,21,151
984 | 21113,,1786773.2608846035,1145853.8873025333,2006,21,113
985 | 21239,,3772409.1898581116,2961430.4231998217,2006,21,239
986 | 21167,,4550618.377307129,2638033.8043777766,2006,21,167
987 | 21005,,701377.7883138021,363722.8626098633,2006,21,005
988 | 21021,,2676325.2996206246,2990712.3429610906,2006,21,021
989 | 21079,,820674.6499023438,570364.4624633789,2006,21,079
990 | 21137,,9716388.40509823,1.035734538707371E7,2006,21,137
991 | 21045,,5790076.665844966,8030276.339352118,2006,21,045
992 | 21199,,1.2909037496588495E7,1.5170857976734832E7,2006,21,199
993 | 21203,,1433425.2598876953,1714855.597603592,2006,21,203
994 | 21125,,107213.54165469899,103811.63781738281,2006,21,125
995 | 21065,,1472792.007019043,1477838.1782836914,2006,21,065
996 | 21197,,2467962.634338379,3863413.4752197266,2006,21,197
997 | 21109,,714.3550415039062,,2006,21,109
998 | 21051,,58030.124886546415,3576.2816772460938,2006,21,051
999 | 21189,,,,2006,21,189
1000 | 21129,,,1422.86474609375,2006,21,129
1001 | 21237,,,,2006,21,237
1002 | 21165,,,,2006,21,165
1003 | 21011,,3570131.2490310953,6629629.467504645,2006,21,011
1004 | 21205,,1437959.2414653704,2921765.439293955,2006,21,205
1005 | 21173,,390276.3428835402,403698.4663265452,2006,21,173
1006 | 21181,,167885.8612060547,337015.32621615543,2006,21,181
1007 | 21043,,335431.1255493164,601184.2225341797,2006,21,043
1008 | 21063,,17670.654663085938,2826.4146728515625,2006,21,063
1009 | 21089,,2279712.777709961,2751727.1639404297,2006,21,089
1010 | 21127,1.5748650407401055E7,2829.7255859375,2121.0818481445312,2006,21,127
1011 | 21175,,14883.706115722656,2834.306396484375,2006,21,175
1012 | 21115,,709.5349731445312,,2006,21,115
1013 | 21153,,29835.369018554688,2131.2152099609375,2006,21,153
1014 | 21025,,,,2006,21,025
1015 | 21193,,,,2006,21,193
1016 | 21131,,,,2006,21,131
1017 | 21119,,,,2006,21,119
1018 | 21133,1840339.4015299492,,,2006,21,133
1019 | 21071,,1423.4659423828125,,2006,21,071
1020 | 21159,1.0587826004810272E7,1418.0955810546875,1420.0228881835938,2006,21,159
1021 | 21195,1.894204588619432E7,6415.644226074219,16382.541259765625,2006,21,195
1022 | 21019,1481036.9526955998,49357.47479248047,186861.6846923828,2006,21,019
1023 | 39087,1216827.3402482576,3200864.907289273,2217844.7732543945,2006,39,087
1024 | 39053,6272882.372522443,4637482.383902277,5355064.665455538,2006,39,053
1025 | 39105,2.1617655637018174E7,4438632.89717108,4679511.804063984,2006,39,105
1026 | 39163,,4150225.6610224703,2954135.8800924863,2006,39,163
1027 | 39079,,8236320.720550178,3749394.0930807684,2006,39,079
1028 | 39145,,3.357533340510183E7,3.56629658464839E7,2006,39,145
1029 | 39131,,3.2984831956504192E7,3.681794036547086E7,2006,39,131
1030 | 39141,,1.7893429462409335E8,1.891191321996079E8,2006,39,141
1031 | 39073,,8790239.045241412,9689400.740875123,2006,39,073
1032 | 39009,523816.27631165757,3577468.501899749,4146416.284057617,2006,39,009
1033 | 39167,2.2369698898617968E7,1.1562402678921808E7,1.3021670607004922E7,2006,39,167
1034 | 21095,1.1354222219196383E7,,,2006,21,095
1035 | 21013,7215792.531202851,128071.33203125,2878.018310546875,2006,21,013
1036 | 21121,,245076.08392333984,2875.9611206054688,2006,21,121
1037 | 21235,7053920.5690977825,248999.82080078125,194531.90985107422,2006,21,235
1038 | 21147,1.570466573437881E7,51158.19982910156,720.5479125976562,2006,21,147
1039 | 21231,7117233.805170511,1.2970644575941376E7,1.411206699752317E7,2006,21,231
1040 | 21207,,5688498.975599101,7134868.360507859,2006,21,207
1041 | 21141,1.5958917227925863E7,2.079219115281034E8,1.3056837847825447E8,2006,21,141
1042 | 21219,2.2565132511840098E7,1.8266194229968068E8,7.929557191017659E7,2006,21,219
1043 | 21047,2.5506228648994714E7,2.523688900342596E8,9.125939017216843E7,2006,21,047
1044 | 21177,,4.465707604987558E7,5.624984535540244E7,2006,21,177
1045 | 21107,,9.480338181837755E7,1.462210078360732E8,2006,21,107
1046 | 21031,,4.997496197646101E7,5.102693023815894E7,2006,21,031
1047 | 21183,,9.420743296341024E7,1.2465225557659432E8,2006,21,183
1048 | 21227,,9.051577082914416E7,5.678509001776433E7,2006,21,227
1049 | 21213,1.4568226007327795E7,1.2504384673630114E8,7.664805936785822E7,2006,21,213
1050 | 21003,1.1269755225071814E7,3424317.0611462165,3137740.2395132026,2006,21,003
1051 | 21061,,3597449.2768006567,1.0754602867345713E7,2006,21,061
1052 | 21009,,3.564517816065387E7,3.2566267332138486E7,2006,21,009
1053 | 21099,,8022811.695062615,8398599.792674106,2006,21,099
1054 | 21169,,2219788.234961416,4489947.258474073,2006,21,169
1055 | 21087,,9831605.392150402,1.11576972129574E7,2006,21,087
1056 | 21171,2.5563875139047176E7,4243570.851767626,3953128.8119181315,2006,21,171
1057 | 21053,2222447.0692895018,1946265.977979473,2058992.0920290481,2006,21,053
1058 | 21057,661761.4374830055,2003182.0859985352,3958290.9948120117,2006,21,057
1059 | 21001,,7324216.401786056,9534243.035018861,2006,21,001
1060 | 21217,,1.789035819678907E7,2.092395383976046E7,2006,21,217
1061 | 21155,,2.534938300170898E7,2.596503254674551E7,2006,21,155
1062 | 21229,,7113494.111036114,1.0339287675739123E7,2006,21,229
1063 | 21179,,3.476271207252173E7,3.5836775929587215E7,2006,21,179
1064 | 21029,,5138918.708812039,9515698.78732551,2006,21,029
1065 | 21123,,4.6917131435448036E7,6.794612865774283E7,2006,21,123
1066 | 21093,,8.170185385166758E7,9.372368297307032E7,2006,21,093
1067 | 21085,,1.784187726877106E7,2.453738909009148E7,2006,21,085
1068 | 21027,,3.555225136389783E7,4.644829293232638E7,2006,21,027
1069 | 21163,,2.809262557323812E7,4.151926554162286E7,2006,21,163
1070 | 21111,,2300264.6419888367,3530152.5483829277,2006,21,111
1071 | 18043,,6524967.926288919,8375871.947972197,2006,18,043
1072 | 18061,,8.910121342746945E7,8.166766817580469E7,2006,18,061
1073 | 18019,,6.448026832943449E7,7.860784213735734E7,2006,18,019
1074 | 18175,,1.5158691482551673E8,1.7147886711352637E8,2006,18,175
1075 | 18025,,8051718.199823835,9903504.243181057,2006,18,025
1076 | 18143,,4.601623281179557E7,7.437387095377278E7,2006,18,143
1077 | 21185,,8226861.132647107,7552789.741936179,2006,21,185
1078 | 21223,,2568865.90820504,8632451.6836275,2006,21,223
1079 | 21211,,4.36837236151889E7,4.283748171306966E7,2006,21,211
1080 | 21215,,1.056190753931789E7,1.3502661631150668E7,2006,21,215
1081 | 18077,,5.948578362791149E7,1.2226226691048154E8,2006,18,077
1082 | 18079,,1.430694042765297E8,1.789403326541547E8,2006,18,079
1083 | 18137,,1.8310189861953434E8,2.0212416134610593E8,2006,18,137
1084 | 18031,,3.1362858724379724E8,3.0257066033612E8,2006,18,031
1085 | 18041,,1.5828680482187212E8,1.2896432599491775E8,2006,18,041
1086 | 18139,,4.237104892630549E8,4.250029770483242E8,2006,18,139
1087 | 18145,,4.129707689528571E8,3.849341808254265E8,2006,18,145
1088 | 18005,,2.594788516099902E8,2.4632670643443787E8,2006,18,005
1089 | 18081,,2.0577835595580316E8,1.923820161096693E8,2006,18,081
1090 | 18109,,1.8361368876622295E8,1.6117793486253986E8,2006,18,109
1091 | 18013,,8746855.203202311,6178402.907333553,2006,18,013
1092 | 18071,,2.119181024287428E8,3.1015186689717853E8,2006,18,071
1093 | 18117,,8.092528509470789E7,7.122830773763688E7,2006,18,117
1094 | 18093,,5.8191986574703686E7,6.327911362973204E7,2006,18,093
1095 | 18101,,6.1567360300887525E7,5.369182656316348E7,2006,18,101
1096 | 18055,,2.1338699000503817E8,2.0026690199003762E8,2006,18,055
1097 | 18105,,1.93692957302507E7,2.229747566506947E7,2006,18,105
1098 | 18119,,7.676371165469682E7,8.66299151050446E7,2006,18,119
1099 | 18133,,2.867857869848668E8,2.6993330667975426E8,2006,18,133
1100 | 18021,,2.2960155794639054E8,2.4553596905834782E8,2006,18,021
1101 | 18167,,2.2997200251955074E8,2.1668399180344433E8,2006,18,167
1102 | 17045,,6.648358360538605E8,6.290102484427654E8,2006,17,045
1103 | 17023,,3.560540870360749E8,4.2309188589831495E8,2006,17,023
1104 | 17033,,3.2405268455063474E8,3.6571234203952014E8,2006,17,033
1105 | 18153,,2.994610175679559E8,2.954249538151818E8,2006,18,153
1106 | 18083,,4.869501124830646E8,4.236498813526635E8,2006,18,083
1107 | 18027,,3.3527167832736814E8,2.976799815021213E8,2006,18,027
1108 | 17101,,3.1205771675610626E8,2.936571304847141E8,2006,17,101
1109 | 18051,,4.518663891333511E8,3.35032491857043E8,2006,18,051
1110 | 18125,,1.3716036597872314E8,1.5383123852880117E8,2006,18,125
1111 | 18173,,1.4149238770731655E8,1.5050087673895848E8,2006,18,173
1112 | 18163,,1.393418427631376E8,8.743846169160995E7,2006,18,163
1113 | 18147,,2.0858838228808543E8,2.4154339890035015E8,2006,18,147
1114 | 18037,,1.9417886970944947E8,1.636153971687179E8,2006,18,037
1115 | 21091,,2.3183112414149866E7,4.4580821410691686E7,2006,21,091
1116 | 18123,,3.1303567859539915E7,4.313699539117959E7,2006,18,123
1117 | 21059,,2.244285145542878E8,2.7653121904202425E8,2006,21,059
1118 | 21149,,1.420639675443474E8,1.842006563081363E8,2006,21,149
1119 | 21101,,2.960293531819027E8,3.1301766452733403E8,2006,21,101
1120 | 21233,,1.3377614861964254E8,1.628652251630519E8,2006,21,233
1121 | 21033,,7.11341317864727E7,5.231942306514127E7,2006,21,033
1122 | 21055,,3.1300876941573318E7,4.547653943567612E7,2006,21,055
1123 | 21225,,2.9203004542498034E8,1.9007816716527674E8,2006,21,225
1124 | 18129,,3.725719247452753E8,2.7812275407546175E8,2006,18,129
1125 | 17059,,3.067811820381922E8,2.2124363696880084E8,2006,17,059
1126 | 17193,,3.741549916108346E8,4.289706213491553E8,2006,17,193
1127 | 17069,,7523864.161557426,1.720949590280331E7,2006,17,069
1128 | 21139,,3.328331877852496E7,4.8283270196764424E7,2006,21,139
1129 | 17165,,2.0067683760314444E8,2.1747502809560725E8,2006,17,165
1130 | 17151,,3.019473755089207E7,4.651419572610079E7,2006,17,151
1131 | 17127,,9.794815688216126E7,1.1731362442187831E8,2006,17,127
1132 | 17087,,2.4287761619537953E7,4.703762697352654E7,2006,17,087
1133 | 17199,,5.748529833616547E7,1.0335742687372868E8,2006,17,199
1134 | 17055,,1.4501519319988823E8,2.6648426857230031E8,2006,17,055
1135 | 17065,,2.560882785292412E8,3.181341415224132E8,2006,17,065
1136 | 17191,,4.692779736109643E8,5.265341503837011E8,2006,17,191
1137 | 17081,,1.6003747986709726E8,3.2198951163182116E8,2006,17,081
1138 | 17121,,2.6382961485984397E8,3.2788856539978135E8,2006,17,121
1139 | 17025,,2.952249888928303E8,3.747881615422271E8,2006,17,025
1140 | 17159,,2.730965430419891E8,3.1224947126564896E8,2006,17,159
1141 | 17047,,1.7153940097930217E8,1.7363065815096727E8,2006,17,047
1142 | 17185,,2.164211851442895E8,1.949892723960705E8,2006,17,185
1143 | 17079,,3.54337396423099E8,4.982395381779201E8,2006,17,079
1144 | 17035,,2.4378534444086784E8,3.288371718836337E8,2006,17,035
1145 | 17029,,4.743085921063435E8,4.7609791583007824E8,2006,17,029
1146 | 17041,,4.796516450527071E8,4.4711560845620716E8,2006,17,041
1147 | 17173,,7.212234502669092E8,6.063266551414336E8,2006,17,173
1148 | 17139,,3.965481917497385E8,3.037005866813417E8,2006,17,139
1149 | 17049,,3.182883355059222E8,3.555930809461375E8,2006,17,049
1150 | 17051,,4.3398905134465384E8,4.717315017477111E8,2006,17,051
1151 | 17027,,3.6057604473459953E8,3.3384857346429724E8,2006,17,027
1152 | 17005,,2.4045971602998993E8,2.534086283915205E8,2006,17,005
1153 | 17135,,6.965979598644964E8,5.2878680513915545E8,2006,17,135
1154 | 17021,,9.07057937810057E8,5.857961612632246E8,2006,17,021
1155 | 17167,,9.694289039941552E8,5.935068170501552E8,2006,17,167
1156 | 17189,,3.282300497885805E8,4.9158953284034604E8,2006,17,189
1157 | 17145,,1.724781964805216E8,2.972623115143904E8,2006,17,145
1158 | 17077,,1.6251127114409947E8,2.5274687126483458E8,2006,17,077
1159 | 17181,,5.558324665057829E7,8.8099040214979E7,2006,17,181
1160 | 17153,,8.244832581965503E7,1.311242687570365E8,2006,17,153
1161 | 17003,,7.168046680226356E7,1.3953349935782546E8,2006,17,003
1162 | 29031,,1.0555627542739448E8,1.9061757945070797E8,2006,29,031
1163 | 29201,,2.656953388785317E8,4.154819765896991E8,2006,29,201
1164 | 29133,,2.5043998398079693E8,5.3546443871280456E8,2006,29,133
1165 | 29143,8946963.815762866,2.925197484124838E8,1.1728354892570071E9,2006,29,143
1166 | 29155,1.9237339728114706E7,1.460319149738894E8,9.505231126744219E8,2006,29,155
1167 | 21075,1678964.2605638688,8.630422859033564E7,1.9560619089982545E8,2006,21,075
1168 | 21105,,1.528822100150608E8,1.291551724960884E8,2006,21,105
1169 | 21083,,1.9582897007570106E8,2.0321707347382742E8,2006,21,083
1170 | 21039,,9.17114095233037E7,9.631307936069885E7,2006,21,039
1171 | 21145,,5.043920433411725E7,9.440487089427657E7,2006,21,145
1172 | 21007,,1.0183005742028734E8,1.2261744289962754E8,2006,21,007
1173 | 21157,,2.5895364098156977E7,5.286897237549618E7,2006,21,157
1174 | 21035,2136101.752974926,1.3010089516732967E8,1.3631971117926753E8,2006,21,035
1175 | 21143,,1.9997767605716478E7,1.884104669661148E7,2006,21,143
1176 | 21221,1.5374560012824569E7,6.6995554806493446E7,3.432699591852763E7,2006,21,221
1177 |
--------------------------------------------------------------------------------
/data/csdl_rotation/2001_CSDL_cropsYearPrior_corn.csv:
--------------------------------------------------------------------------------
1 | system:index,1,255,5,9,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,groups,year,.geo
2 | 0000b70c08860245e779,3.1026662929411764E9,217800.0,3.8026259011764708E9,2.723662207058824E9,50,MI,26,Michigan,East North Central,7.25558E7,"[{group=1, sum=3.1026662929411764E9}, {group=5, sum=3.8026259011764708E9}, {group=9, sum=2.723662207058824E9}, {group=255, sum=217800.0}]",2001,
3 | 00001de09675e4433d23,8.069068725882353E9,792000.0,3.43930176E9,2.9628406199999995E9,8,WI,55,Wisconsin,East North Central,7.09415E7,"[{group=1, sum=8.069068725882353E9}, {group=5, sum=3.43930176E9}, {group=9, sum=2.9628406199999995E9}, {group=255, sum=792000.0}]",2001,
4 | 0000c013263eddb99a68,3.310444432941176E9,63900.0,1.6989833449411764E10,2.26151724E9,11,MN,27,Minnesota,West North Central,1.13537E8,"[{group=1, sum=3.310444432941176E9}, {group=5, sum=1.6989833449411764E10}, {group=9, sum=2.26151724E9}, {group=255, sum=63900.0}]",2001,
5 | 0000adc8ef848c7e0012,3.559527776470588E8,2700.0,8.541045564705882E8,1.3892336011764708E9,5,ND,38,North Dakota,West North Central,9.90868E7,"[{group=1, sum=3.559527776470588E8}, {group=5, sum=8.541045564705882E8}, {group=9, sum=1.3892336011764708E9}, {group=255, sum=2700.0}]",2001,
6 | 000019d62ac5c6f8eaa0,3.199970548235295E9,45000.0,9.03144796588235E9,4.797822455294118E9,6,SD,46,South Dakota,West North Central,9.694E7,"[{group=1, sum=3.199970548235295E9}, {group=5, sum=9.03144796588235E9}, {group=9, sum=4.797822455294118E9}, {group=255, sum=45000.0}]",2001,
7 | 00003be65b10ac1113ad,6.957866399999999E9,48600.0,2.6826180352941165E9,6.391857667058825E9,34,KS,20,Kansas,West North Central,8.60122E7,"[{group=1, sum=6.957866399999999E9}, {group=5, sum=2.6826180352941165E9}, {group=9, sum=6.391857667058825E9}, {group=255, sum=48600.0}]",2001,
8 | 0000d4ebf2622802cfbc,2.2574293217647057E10,186300.0,1.1428691082352942E10,4.134539774117646E9,16,NE,31,Nebraska,West North Central,8.83966E7,"[{group=1, sum=2.2574293217647057E10}, {group=5, sum=1.1428691082352942E10}, {group=9, sum=4.134539774117646E9}, {group=255, sum=186300.0}]",2001,
9 | 0000c5b52afcd493211f,1.2952964174117647E10,527400.0,3.2447760123529408E10,5.979914399999999E8,14,IA,19,Iowa,West North Central,6.54198E7,"[{group=1, sum=1.2952964174117647E10}, {group=5, sum=3.2447760123529408E10}, {group=9, sum=5.979914399999999E8}, {group=255, sum=527400.0}]",2001,
10 | 00002e9462723431f9f4,3.0845533235294123E9,122396.4705882353,6.634005667058825E9,1.3360417552941177E9,36,MO,29,Missouri,West North Central,7.28638E7,"[{group=1, sum=3.0845533235294123E9}, {group=5, sum=6.634005667058825E9}, {group=9, sum=1.3360417552941177E9}, {group=255, sum=122396.4705882353}]",2001,
11 | 0000ac7b5ba10088ae2b,1.8856671617647064E10,492300.0,3.1002003070588226E10,2.6726056341176476E9,27,IL,17,Illinois,East North Central,6.16458E7,"[{group=1, sum=1.8856671617647064E10}, {group=5, sum=3.1002003070588226E10}, {group=9, sum=2.6726056341176476E9}, {group=255, sum=492300.0}]",2001,
12 | 0000ba5c7718496f6eb8,9.546323124705881E9,930600.0,1.4749949474117643E10,1.681813997647059E9,22,IN,18,Indiana,East North Central,3.96681E7,"[{group=1, sum=9.546323124705881E9}, {group=5, sum=1.4749949474117643E10}, {group=9, sum=1.681813997647059E9}, {group=255, sum=930600.0}]",2001,
13 | 00007005eb9cf6f19eba,3.6620605376470585E9,969300.0,7.565595123529412E9,2.471940405882353E9,26,OH,39,Ohio,East North Central,4.5374E7,"[{group=1, sum=3.6620605376470585E9}, {group=5, sum=7.565595123529412E9}, {group=9, sum=2.471940405882353E9}, {group=255, sum=969300.0}]",2001,
14 | 00009c6d3d6308c6bc8b,1.16332794E9,92700.0,1.7871926399999995E9,1.4559907694117649E9,33,KY,21,Kentucky,East South Central,4.11078E7,"[{group=1, sum=1.16332794E9}, {group=5, sum=1.7871926399999995E9}, {group=9, sum=1.4559907694117649E9}, {group=255, sum=92700.0}]",2001,
15 |
--------------------------------------------------------------------------------
/data/csdl_rotation/2005_CSDL_cropsYearPrior_corn.csv:
--------------------------------------------------------------------------------
1 | system:index,1,255,5,9,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,groups,year,.geo
2 | 0000b70c08860245e779,3.2338788105882354E9,3581177.6470588236,5.076765278823528E9,4.0522785705882344E9,50,MI,26,Michigan,East North Central,7.25558E7,"[{group=1, sum=3.2338788105882354E9}, {group=5, sum=5.076765278823528E9}, {group=9, sum=4.0522785705882344E9}, {group=255, sum=3581177.6470588236}]",2005,
3 | 00001de09675e4433d23,8.95330652117647E9,824400.0,4.359626025882353E9,4.883616504705881E9,8,WI,55,Wisconsin,East North Central,7.09415E7,"[{group=1, sum=8.95330652117647E9}, {group=5, sum=4.359626025882353E9}, {group=9, sum=4.883616504705881E9}, {group=255, sum=824400.0}]",2005,
4 | 0000c013263eddb99a68,6.850457068235295E9,165600.0,2.1058262484705883E10,2.256654455294117E9,11,MN,27,Minnesota,West North Central,1.13537E8,"[{group=1, sum=6.850457068235295E9}, {group=5, sum=2.1058262484705883E10}, {group=9, sum=2.256654455294117E9}, {group=255, sum=165600.0}]",2005,
5 | 0000adc8ef848c7e0012,5.834873011764708E8,181800.0,2.747201167058823E9,1.8456584894117649E9,5,ND,38,North Dakota,West North Central,9.90868E7,"[{group=1, sum=5.834873011764708E8}, {group=5, sum=2.747201167058823E9}, {group=9, sum=1.8456584894117649E9}, {group=255, sum=181800.0}]",2005,
6 | 000019d62ac5c6f8eaa0,3.7131980647058816E9,36900.0,9.36519942E9,4.993001368235294E9,6,SD,46,South Dakota,West North Central,9.694E7,"[{group=1, sum=3.7131980647058816E9}, {group=5, sum=9.36519942E9}, {group=9, sum=4.993001368235294E9}, {group=255, sum=36900.0}]",2005,
7 | 00003be65b10ac1113ad,4.5383171823529415E9,112500.0,4.309999171764704E9,5.8204560776470585E9,34,KS,20,Kansas,West North Central,8.60122E7,"[{group=1, sum=4.5383171823529415E9}, {group=5, sum=4.309999171764704E9}, {group=9, sum=5.8204560776470585E9}, {group=255, sum=112500.0}]",2005,
8 | 0000d4ebf2622802cfbc,1.899846026470588E10,294300.0,1.5089200411764708E10,4.2253163929411774E9,16,NE,31,Nebraska,West North Central,8.83966E7,"[{group=1, sum=1.899846026470588E10}, {group=5, sum=1.5089200411764708E10}, {group=9, sum=4.2253163929411774E9}, {group=255, sum=294300.0}]",2005,
9 | 0000c5b52afcd493211f,1.8254990992941177E10,777600.0,3.721956586235293E10,7.770018988235295E8,14,IA,19,Iowa,West North Central,6.54198E7,"[{group=1, sum=1.8254990992941177E10}, {group=5, sum=3.721956586235293E10}, {group=9, sum=7.770018988235295E8}, {group=255, sum=777600.0}]",2005,
10 | 00002e9462723431f9f4,3.1455766129411755E9,156600.0,9.352428582352942E9,1.6160039858823528E9,36,MO,29,Missouri,West North Central,7.28638E7,"[{group=1, sum=3.1455766129411755E9}, {group=5, sum=9.352428582352942E9}, {group=9, sum=1.6160039858823528E9}, {group=255, sum=156600.0}]",2005,
11 | 0000ac7b5ba10088ae2b,2.5206851897647057E10,1521000.0,2.813109314117647E10,2.3722669976470585E9,27,IL,17,Illinois,East North Central,6.16458E7,"[{group=1, sum=2.5206851897647057E10}, {group=5, sum=2.813109314117647E10}, {group=9, sum=2.3722669976470585E9}, {group=255, sum=1521000.0}]",2005,
12 | 0000ba5c7718496f6eb8,1.2350235292941181E10,2213922.3529411764,1.3858450620000002E10,1.812917848235294E9,22,IN,18,Indiana,East North Central,3.96681E7,"[{group=1, sum=1.2350235292941181E10}, {group=5, sum=1.3858450620000002E10}, {group=9, sum=1.812917848235294E9}, {group=255, sum=2213922.3529411764}]",2005,
13 | 00007005eb9cf6f19eba,3.8118880870588236E9,1.18575E7,8.22092658352941E9,2.680026557647059E9,26,OH,39,Ohio,East North Central,4.5374E7,"[{group=1, sum=3.8118880870588236E9}, {group=5, sum=8.22092658352941E9}, {group=9, sum=2.680026557647059E9}, {group=255, sum=1.18575E7}]",2005,
14 | 00009c6d3d6308c6bc8b,1.0201825870588233E9,195300.0,1.8821312223529406E9,1.6584855070588233E9,33,KY,21,Kentucky,East South Central,4.11078E7,"[{group=1, sum=1.0201825870588233E9}, {group=5, sum=1.8821312223529406E9}, {group=9, sum=1.6584855070588233E9}, {group=255, sum=195300.0}]",2005,
15 |
--------------------------------------------------------------------------------
/data/csdl_rotation/2010_CSDL_cropsYearPrior_corn.csv:
--------------------------------------------------------------------------------
1 | system:index,1,255,5,9,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,groups,year,.geo
2 | 0000b70c08860245e779,3.596988423529412E9,395100.0,4.863502676470589E9,2.559681437647059E9,50,MI,26,Michigan,East North Central,7.25558E7,"[{group=1, sum=3.596988423529412E9}, {group=5, sum=4.863502676470589E9}, {group=9, sum=2.559681437647059E9}, {group=255, sum=395100.0}]",2010,
3 | 00001de09675e4433d23,1.1364698181176472E10,704700.0,3.8479090517647057E9,3.75429222E9,8,WI,55,Wisconsin,East North Central,7.09415E7,"[{group=1, sum=1.1364698181176472E10}, {group=5, sum=3.8479090517647057E9}, {group=9, sum=3.75429222E9}, {group=255, sum=704700.0}]",2010,
4 | 0000c013263eddb99a68,1.0740823775294117E10,324896.4705882353,1.9268670074117653E10,3.0281522188235292E9,11,MN,27,Minnesota,West North Central,1.13537E8,"[{group=1, sum=1.0740823775294117E10}, {group=5, sum=1.9268670074117653E10}, {group=9, sum=3.0281522188235292E9}, {group=255, sum=324896.4705882353}]",2010,
5 | 0000adc8ef848c7e0012,5.168094741176471E8,178200.0,3.6521734094117646E9,2.3799283094117637E9,5,ND,38,North Dakota,West North Central,9.90868E7,"[{group=1, sum=5.168094741176471E8}, {group=5, sum=3.6521734094117646E9}, {group=9, sum=2.3799283094117637E9}, {group=255, sum=178200.0}]",2010,
6 | 000019d62ac5c6f8eaa0,4.0384847188235297E9,405000.0,1.0105663051764706E10,4.501503134117647E9,6,SD,46,South Dakota,West North Central,9.694E7,"[{group=1, sum=4.0384847188235297E9}, {group=5, sum=1.0105663051764706E10}, {group=9, sum=4.501503134117647E9}, {group=255, sum=405000.0}]",2010,
7 | 00003be65b10ac1113ad,6.047970804705883E9,64800.0,5.26486004117647E9,8.421627296470587E9,34,KS,20,Kansas,West North Central,8.60122E7,"[{group=1, sum=6.047970804705883E9}, {group=5, sum=5.26486004117647E9}, {group=9, sum=8.421627296470587E9}, {group=255, sum=64800.0}]",2010,
8 | 0000d4ebf2622802cfbc,1.960536962117647E10,537300.0,1.5476902510588234E10,4.2230887694117646E9,16,NE,31,Nebraska,West North Central,8.83966E7,"[{group=1, sum=1.960536962117647E10}, {group=5, sum=1.5476902510588234E10}, {group=9, sum=4.2230887694117646E9}, {group=255, sum=537300.0}]",2010,
9 | 0000c5b52afcd493211f,2.4882705208235287E10,3360268.2352941176,3.328726796117646E10,5.707450588235295E8,14,IA,19,Iowa,West North Central,6.54198E7,"[{group=1, sum=2.4882705208235287E10}, {group=5, sum=3.328726796117646E10}, {group=9, sum=5.707450588235295E8}, {group=255, sum=3360268.2352941176}]",2010,
10 | 00002e9462723431f9f4,1.5542886070588236E9,381928.23529411765,8.98234354588235E9,1.1767079047058823E9,36,MO,29,Missouri,West North Central,7.28638E7,"[{group=1, sum=1.5542886070588236E9}, {group=5, sum=8.98234354588235E9}, {group=9, sum=1.1767079047058823E9}, {group=255, sum=381928.23529411765}]",2010,
11 | 0000ac7b5ba10088ae2b,2.137280787882353E10,3748500.0,3.2008477655294113E10,2.5800628941176467E9,27,IL,17,Illinois,East North Central,6.16458E7,"[{group=1, sum=2.137280787882353E10}, {group=5, sum=3.2008477655294113E10}, {group=9, sum=2.5800628941176467E9}, {group=255, sum=3748500.0}]",2010,
12 | 0000ba5c7718496f6eb8,8.786326810588236E9,2523600.0,1.806021097411764E10,1.4529301058823528E9,22,IN,18,Indiana,East North Central,3.96681E7,"[{group=1, sum=8.786326810588236E9}, {group=5, sum=1.806021097411764E10}, {group=9, sum=1.4529301058823528E9}, {group=255, sum=2523600.0}]",2010,
13 | 00007005eb9cf6f19eba,2.4772329211764708E9,7135468.235294118,9.965029750588236E9,2.2937142952941175E9,26,OH,39,Ohio,East North Central,4.5374E7,"[{group=1, sum=2.4772329211764708E9}, {group=5, sum=9.965029750588236E9}, {group=9, sum=2.2937142952941175E9}, {group=255, sum=7135468.235294118}]",2010,
14 | 00009c6d3d6308c6bc8b,1.4273017447058823E9,281700.0,2.830044543529412E9,1.336778534117647E9,33,KY,21,Kentucky,East South Central,4.11078E7,"[{group=1, sum=1.4273017447058823E9}, {group=5, sum=2.830044543529412E9}, {group=9, sum=1.336778534117647E9}, {group=255, sum=281700.0}]",2010,
15 |
--------------------------------------------------------------------------------
/data/example_samples/allFeatures_grid250pts_2018_0.csv:
--------------------------------------------------------------------------------
1 | uniqueID,gridID,state,fips5,year,cropland,GCVI_constant,GCVI_cos,GCVI_sin,GCVI_cos2,GCVI_sin2,NIR_constant,NIR_cos,NIR_sin,NIR_cos2,NIR_sin2,SWIR1_constant,SWIR1_cos,SWIR1_sin,SWIR1_cos2,SWIR1_sin2,SWIR2_constant,SWIR2_cos,SWIR2_sin,SWIR2_cos2,SWIR2_sin2,CDL
2 | 0195_043,195.0,MI,26007,2018,24,1.7998790740966797,0.451687753200531,-0.8228878974914551,-0.673584520816803,1.366091012954712,0.2343191057443619,0.007251646369695663,-0.06379853934049606,-0.025937404483556747,0.0765598714351654,0.2601254880428314,0.011446558870375156,-0.004847542382776736,0.0388367585837841,-0.01692902483046055,0.1812260150909424,-0.007300784811377525,0.0022669166792184114,0.03728064522147178,-0.02735920250415802,0
3 | 0195_015,195.0,MI,26007,2018,5,2.035074234008789,1.3874874114990234,-0.2839334011077881,0.6115521192550659,-0.15265117585659027,0.3228226900100708,0.06992349773645401,-0.05807237699627876,0.02142725326120853,-0.004391339607536793,0.3191801607608795,-0.05184118822216988,-0.026629628613591198,-0.01605033501982689,0.0083431052044034,0.2259146869182587,-0.06766477972269057,-0.02390304021537304,-0.025352304801344868,0.005741810891777277,5
4 | 0195_179,195.0,MI,26007,2018,36,2.521700620651245,1.1392370462417605,-0.4692095816135407,-0.21310696005821228,1.3386653661727903,0.3276318609714508,0.028308782726526264,-0.05204298347234726,-0.007809681352227926,0.0716223195195198,0.264761358499527,-0.03379600867629051,-0.009901108220219612,0.0035826317034661774,-0.03435569256544113,0.1578565537929535,-0.03893166035413742,0.003362338757142425,0.005937198642641306,-0.04105457663536072,0
5 | 0195_060,195.0,MI,26007,2018,36,4.031028747558594,3.211384057998657,-1.1213487386703491,-0.12468547374010085,3.7030646800994873,0.344631552696228,0.09728992730379103,-0.07604680955410004,0.0024915144313126802,0.11891354620456696,0.2426386922597885,-0.001364901545457542,-0.025061877444386482,0.016978127881884575,-0.06858663260936737,0.13761006295681,-0.02684519998729229,-0.006149371154606342,0.011382975615561008,-0.07116425037384032,0
6 | 0195_170,195.0,MI,26007,2018,24,1.6552605628967283,0.8603124022483826,-0.573015034198761,-0.24627743661403656,0.8873741626739502,0.2636007070541382,0.02440053410828114,-0.047336377203464515,-0.018235469236969948,0.04207799583673477,0.25811854004859924,-0.03297282382845878,0.002619703998789191,0.00903615728020668,-0.029157163575291637,0.18408411741256714,-0.05039364472031593,0.014008905738592148,0.012496933341026306,-0.04045822471380234,0
7 | 0195_034,195.0,MI,26007,2018,5,3.7900643348693848,1.119489669799805,0.013851296156644821,-0.2780976891517639,0.4977328181266785,0.2896725237369537,0.07054897397756578,-0.04555564746260643,-0.0072247995994985095,0.03302076831459999,0.1895962804555893,-0.003120802110061049,-0.04462571069598198,0.006393439136445522,0.007751104421913624,0.102795772254467,-0.02086313813924789,-0.02148415148258209,0.0015376379014924169,-0.0012540852185338733,5
8 | 0195_106,195.0,MI,26007,2018,42,1.5198214054107666,0.4768688082695007,-0.4301845729351044,-0.15499024093151093,0.10788943618535997,0.24499158561229706,0.04299667850136757,-0.07005097717046738,-0.011639844626188278,0.016773497685790062,0.28129249811172485,0.00938650406897068,-0.03666006401181221,0.012841475196182728,0.009383821859955788,0.21493466198444366,-0.0038342543411999937,-0.017853429540991783,0.013079653494060041,0.0014922561822459102,0
9 | 0195_186,195.0,MI,26007,2018,1,2.7427053451538086,1.808444023132324,-0.6518783569335938,0.3862936198711395,-0.701398491859436,0.2846483588218689,0.030755508691072464,-0.03740285709500313,0.017437107861042026,-0.013024413958191872,0.2687219381332397,-0.11606200784444808,-0.0054490817710757256,-0.0029085781425237656,0.015114402398467062,0.18044018745422366,-0.11454804986715315,-0.007953348569571972,-0.012417128309607506,0.03184447810053825,1
10 | 0195_218,195.0,MI,26007,2018,36,2.5976083278656006,0.6819403171539307,-0.461528480052948,-0.5126199126243591,1.0703197717666626,0.2662458121776581,0.0036228231620043525,-0.00749928317964077,0.0019459339091554284,0.01622171327471733,0.2371809333562851,-0.012537479400634766,-0.0006897913408465682,0.034946732223033905,-0.04065042734146118,0.1417040228843689,-0.028899034485220913,0.008406979963183403,0.027021771296858788,-0.05025622248649597,0
11 | 0195_163,195.0,MI,26007,2018,5,4.6500887870788565,4.684453964233398,-2.928295612335205,1.1422399282455444,1.9654999971389768,0.29741263389587397,0.049368806183338165,-0.19033637642860413,-0.006531130988150835,0.0354141965508461,0.2244420349597931,0.01972725056111813,-0.026793977245688442,0.033045414835214615,0.0009906358318403363,0.10955165326595306,-0.06047024950385094,0.014820258133113384,-0.010945644229650496,-0.03093848749995232,5
12 | 0195_036,195.0,MI,26007,2018,5,1.9569349288940432,1.6796051263809204,-0.06769593060016632,0.7897547483444214,0.5680407285690308,0.2596440315246582,0.03282609581947327,-0.056577209383249276,0.014471542090177538,-0.01332229282706976,0.2700285315513611,-0.049216154962778084,-0.07782187312841415,-0.036761485040187836,-0.011160345748066902,0.19035303592681885,-0.06535664200782776,-0.07482516020536423,-0.047848433256149285,-0.008956390433013441,5
13 | 0195_159,195.0,MI,26007,2018,5,2.414207220077514,1.2792354822158811,-0.5726668238639832,0.5756065249443054,0.8729028105735779,0.2893002927303314,0.06606007367372513,-0.024992603808641437,0.04426324740052223,0.049752473831176765,0.261664479970932,-0.02857837453484535,0.003915627021342516,-0.00899416022002697,-0.003244174411520362,0.16143983602523804,-0.04604553058743477,0.009881963953375816,-0.017682651057839394,-0.014718190766870975,5
14 | 0195_249,195.0,MI,26007,2018,5,1.1440482139587402,0.07971687614917755,0.1760154813528061,0.039637193083763116,0.1648513227701187,0.20084300637245175,0.012456357479095459,-0.030909817665815357,-0.00545901944860816,-0.002726731589064002,0.2505066394805908,0.00660426914691925,-0.07332627475261687,-0.011672737076878548,-0.004359424579888582,0.2032782882452011,0.009626193903386593,-0.08273027092218399,-0.018273420631885532,-0.015273933298885822,5
15 | 0195_232,195.0,MI,26001,2018,36,2.070366621017456,-0.3601100146770477,-1.0626977682113647,-0.5498479604721069,0.987285614013672,0.2913156747817993,-0.016683170571923256,0.0013653838541358712,0.01666502095758915,0.01682623103260994,0.2895884215831757,0.02587934397161007,0.01621546596288681,0.04844927042722702,-0.037868231534957886,0.20497749745845795,0.05086753144860268,0.02622446604073048,0.0567934475839138,-0.035656385123729706,0
16 | 0195_212,195.0,MI,26007,2018,37,2.84740686416626,1.5194696187973022,-0.32825323939323425,0.5698614716529846,1.1856566667556765,0.3115835785865784,0.005107405595481396,0.0022657958324998613,0.013488296419382095,0.03151533752679825,0.3192689418792725,-0.06944215297698975,0.016838595271110538,-0.015535074286162853,-0.07584460824728012,0.1911444216966629,-0.07093410193920135,0.023339584469795227,-0.02011458016932011,-0.07504812628030777,0
17 | 0195_125,195.0,MI,26007,2018,5,3.391268014907837,3.8451116085052486,-0.9539833664894104,1.8791426420211792,-1.3338419198989868,0.3023998141288757,0.15632805228233335,-0.08610053360462189,0.04876188933849335,-0.038242895156145096,0.2373204976320267,-0.03803132846951485,-0.06761356443166733,-0.027832770720124245,0.01699453964829445,0.1574302464723587,-0.06521303206682205,-0.0594467781484127,-0.03921472653746605,0.04403287917375565,5
18 | 0195_225,195.0,MI,26007,2018,5,2.6094274520874023,2.0214698314666752,-0.9084907174110411,0.8817519545555115,-0.5580379366874695,0.22397050261497495,0.054964303970336914,-0.1102844625711441,0.019816670566797256,0.0004994513001292943,0.2150406688451767,-0.053461451083421714,-0.07574407011270523,-0.004832436330616474,0.020461348816752437,0.15287572145462036,-0.0731491893529892,-0.0592227578163147,-0.010154228657484056,0.02770828828215599,5
19 | 0195_074,195.0,MI,26007,2018,36,2.9640729427337646,1.2585543394088743,-0.07208703458309174,0.09165938198566437,1.3322083950042725,0.2980714440345764,0.02834036760032177,-0.013148988597095013,0.000655392010230571,0.04534644633531569,0.2648501992225647,-0.02411818876862526,-0.016814207658171654,0.006729967426508665,-0.037703439593315125,0.1627338081598282,-0.03428620472550392,-0.010685727000236513,0.004112150985747576,-0.04490811377763748,0
20 | 0195_194,195.0,MI,26007,2018,36,2.005645751953125,1.1648601293563845,-0.4553860425949097,-0.3858131170272827,0.4764253497123718,0.34213730692863464,0.021645762026309967,-0.0314970426261425,-0.015838297083973885,0.010483020916581154,0.2963276207447052,-0.022423451766371727,-0.012964864261448385,0.022159403190016747,0.011265854351222515,0.19191434979438785,-0.02355646155774593,-0.004561556968837977,0.02415270730853081,0.008655493147671223,0
21 | 0195_011,195.0,MI,26007,2018,36,2.945234775543213,1.3843308687210083,-1.2183303833007812,-0.25789874792099,0.6980345845222473,0.2944139540195465,0.00736415246501565,-0.04698114469647408,-0.015189857222139837,-0.026661217212677,0.2471970766782761,-0.036722317337989814,0.0054044583812356,0.022751810029149052,-0.01162309478968382,0.14675599336624146,-0.0408017747104168,0.014877021312713625,0.017894098535180092,-0.015977565199136734,0
22 | 0195_226,195.0,MI,26007,2018,5,2.1239266395568848,1.1399608850479126,-0.7182381153106691,0.38318032026290894,-0.6889067888259888,0.2486132979393005,0.04411468282341957,-0.07328145205974579,0.019244616851210598,-0.02727046236395836,0.25241905450820923,-0.030419234186410907,-0.05286675319075584,0.0014737361343577506,0.02528221346437931,0.18013693392276764,-0.04527087509632111,-0.04039278626441956,-0.003931625746190548,0.033880814909935004,5
23 | 0195_101,195.0,MI,26007,2018,24,2.2021796703338623,0.6262066960334778,-0.2634838819503784,0.0422157533466816,0.3112636208534241,0.2404705882072449,0.023753626272082332,-0.019785573706030846,0.01013296190649271,-0.025417020544409752,0.2822740375995636,0.02265451103448868,-0.049286063760519035,-0.0016483502695336938,0.010045800358057022,0.1908753216266632,0.014346420764923097,-0.03704579919576645,-0.0005990815698169173,0.014265489764511585,0
24 | 0195_120,195.0,MI,26007,2018,42,1.6392756700515747,1.099075198173523,-0.26857641339302063,0.5266056656837463,-0.19587761163711548,0.2489617019891739,0.03167981281876564,-0.054252002388238914,0.014225298538804053,-0.029416097328066826,0.2620904445648193,-0.03684893250465393,-0.06296569108963013,-0.04388294741511345,0.020031319931149483,0.19659538567066195,-0.04868132621049881,-0.05322973057627678,-0.04936587437987328,0.012888331897556782,0
25 | 0195_248,195.0,MI,26119,2018,36,2.8093557357788086,2.5221025943756104,-0.9059475064277648,0.7428544759750366,0.32406488060951233,0.2338538318872452,0.08622156828641891,-0.09160338342189787,-0.0025777998380362988,0.034860454499721534,0.184636652469635,-0.004283833783119917,-0.05039524659514427,-0.01747890189290047,0.03508368507027626,0.11591383814811708,-0.025852549821138385,-0.03884642943739891,-0.021227329969406128,0.030640197917819027,0
26 | 0195_057,195.0,MI,26119,2018,36,2.1367664337158203,1.021083116531372,-0.669843316078186,-0.3019157648086548,-0.2893711030483246,0.27178603410720825,0.006192548666149378,-0.10986161231994628,-0.01680341362953186,-0.038644395768642426,0.2685844302177429,-0.031550608575344086,-0.0766725018620491,0.008032587356865406,0.05097711458802223,0.20393680036067965,-0.05482890456914902,-0.06704975664615631,0.014199468307197094,0.07287834584712982,0
27 | 0195_111,195.0,MI,26119,2018,36,4.275424003601073,4.1234097480773935,-0.3107619285583496,1.5802654027938845,1.4216151237487793,0.2870668470859528,0.020049387589097026,-0.017870277166366574,-0.029624514281749725,0.02142011560499668,0.2708709239959717,0.0613696500658989,-0.030899686738848686,0.01103243138641119,-0.0355701856315136,0.1596759706735611,0.023787898942828182,-0.018476396799087524,0.008567057549953459,-0.044860530644655235,0
28 | 0195_224,195.0,MI,26119,2018,36,3.548877239227295,1.170793890953064,-0.3240461349487305,-0.11181263625621796,2.0600993633270264,0.3342335522174835,0.041392184793949134,-0.014054137282073498,-0.024388553574681282,0.10709945857524872,0.2338780909776688,0.0342949703335762,-0.04274274408817291,-0.005108265671879053,0.005023835226893425,0.1304977685213089,0.01239862944930792,-0.030063897371292118,-0.009364464320242405,-0.014216678217053412,0
29 | 0195_181,195.0,MI,26141,2018,24,2.069701194763184,0.19332142174243927,-0.5579066276550293,-0.8909220099449158,0.4489525854587555,0.2282329648733139,0.004012729041278361,-0.05663356930017471,-0.028768835589289662,0.03186013922095299,0.2525886595249176,0.0489136204123497,-0.028228135779500008,0.058757580816745765,0.039373386651277535,0.16556835174560547,0.029061511158943176,-0.026772048324346542,0.05300601944327354,0.03262680396437645,0
30 | 0195_219,195.0,MI,26119,2018,1,3.6209719181060787,3.4865667819976807,-2.0057449340820312,0.9600054025650024,-1.6099509000778198,0.2776193916797638,0.07015147060155869,-0.1058480739593506,-0.009904871694743632,-0.004835878498852253,0.2369196116924286,-0.07229994237422943,-0.030074413865804676,-0.030038570985198017,0.1125403493642807,0.1722867786884308,-0.09372709691524506,-0.01812657713890076,-0.02556479349732399,0.12340674549341203,1
31 | 0195_020,195.0,MI,26119,2018,5,2.696533203125,2.6812338829040527,-0.5991771817207336,1.2899316549301147,-1.0117779970169067,0.2547512948513031,0.10131153464317323,-0.09821882098913193,0.03760989010334015,-0.004714091308414936,0.21053849160671234,-0.03256101906299591,-0.06507046520709991,-0.01823978871107101,0.035842113196849816,0.15280623733997345,-0.0646979808807373,-0.05246688425540924,-0.02655034139752388,0.04807131364941597,5
32 |
--------------------------------------------------------------------------------
/data/landsat_availability/1999_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,17,7.181709635775734,7.000000000000002,0,2.8283300593165968,1999,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,15,6.064767472746113,6.0469436928871385,0,2.7082721412051516,1999,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,16,5.793415433827518,6.044887747107303,0,2.8990448094673336,1999,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,17,8.297884028692268,9.019484624845607,0,3.07419423815386,1999,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,18,8.20292835554172,8.03086873853769,0,3.3448540744349478,1999,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,18,8.366927205434935,8.008527106979582,0,3.467935297413026,1999,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,17,8.221463479427289,8.014995073425935,0,3.353823408626617,1999,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,14,5.835519753001998,5.0128613441152865,0,2.2401348084463795,1999,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,17,6.374136107075663,6.066681322982952,0,2.6316012902270884,1999,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,17,7.724511045082464,6.999999999999999,0,2.9928382895365457,1999,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,16,6.978749007664812,7.000000000000002,0,2.748170778319787,1999,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,15,6.741720740721936,6.034213696866923,0,2.677046809863779,1999,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,6.452456123216307,6.0489666378257185,0,2.751900513137609,1999,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2000_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,16,5.632597088680017,5.07553357675429,0,2.5764661703878424,2000,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,15,5.956757678932169,6.0278397138082545,0,2.8166945298553303,2000,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,8.04438114021797,8.04325355975448,0,3.684019658861207,2000,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,8.908085366034737,9.089588886463556,0,3.529287536583832,2000,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,10.172574077657593,10.048928298675053,0,3.8978002367331723,2000,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,10.396538084197635,9.019472266726892,0,3.949136373694619,2000,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,21,10.981962428033944,10.024927784727021,0,4.143800491642945,2000,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,16,6.566020386928229,6.030413887701082,0,3.0109136718038485,2000,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,18,6.027814744747447,6.049298307625289,0,2.927803478736781,2000,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,15,6.070978948522918,6.04520185474436,0,2.6014519898532296,2000,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,17,7.551248071606984,7.0,0,3.0957990349341933,2000,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,16,5.683932338107542,5.03902872183317,0,2.56318676870995,2000,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,18,7.805477121665198,7.000000000000001,0,3.200572912375682,2000,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2001_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,20,8.669347154207143,8.058440491543701,0,3.905177179240891,2001,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,6.433988818960091,6.022181803244232,0,3.0093541840813054,2001,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,20,9.384665991094385,10.044715989592879,0,3.741980411955709,2001,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,9.51204018292756,10.015376522491563,0,3.5424390897993994,2001,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,10.075633934220845,11.0603184685512,0,3.7166399010032456,2001,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,23,12.035117815284542,10.018651573139678,0,4.461092866781188,2001,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,22,10.915645709706412,10.033430049144915,0,4.096539567876895,2001,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,7.9871774744775434,8.04601919693429,0,3.191900516644297,2001,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,18,7.536701631259401,7.000000000000002,0,3.2832549563463083,2001,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,16,5.200255287290208,5.022996277950324,0,2.611212419702373,2001,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,20,8.970311399792292,8.021991181914233,0,3.4700246041411944,2001,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,20,9.685786766444183,9.026018200775754,0,3.491416383824441,2001,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,19,7.2938567504462775,6.0707176312882005,0,3.390701858541963,2001,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2002_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,18,7.951139881884381,8.033877766454765,0,3.355424130333038,2002,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,19,8.530730240934574,8.013336294218908,0,3.37300752161962,2002,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,20,8.731666723357321,9.038745410449835,0,3.5078700961969007,2002,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,8.955379198905101,9.02664765373488,0,3.3820171308332463,2002,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,8.51848764689584,8.043020309668341,0,3.8058315532969083,2002,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,9.834863418968268,9.02389169127182,0,3.832376291164063,2002,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,21,9.931130059387595,9.097199283403771,0,3.826528874192751,2002,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,20,10.579127479320086,10.080389014832754,0,3.6955802586791413,2002,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,20,8.831732697598337,8.040033367433134,0,3.474882369128763,2002,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,20,7.859777268054728,7.000000000000001,0,3.351918457030648,2002,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,18,7.904332162935852,7.0000000000000036,0,3.142892859667037,2002,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,17,7.588780966965407,7.000000000000001,0,2.6962265084901715,2002,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,7.015480353636393,6.042668798076597,0,2.798922895877839,2002,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2003_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,16,6.336808852761133,6.068014895859647,0,2.5669586250548573,2003,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,15,5.966439715957142,6.029305336499714,0,2.5918568523709786,2003,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,15,5.614697111006919,5.030129557277325,0,2.4851220310911306,2003,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,15,7.483678774599173,8.029393336237895,0,2.5317341943701623,2003,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,16,7.727791096310622,8.026542348494496,0,2.7118155166087528,2003,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,17,7.869835102591484,7.0,0,3.1666470412862333,2003,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,16,8.01665862635802,8.069715330406984,0,2.5801538208703367,2003,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,15,6.071861499581651,6.034610615653036,0,2.3205696027785643,2003,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,16,5.509113302253585,5.063783523465063,0,2.2877042584175196,2003,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,15,7.150465668242394,6.999999999999999,0,2.503702551474265,2003,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,16,5.962191079432735,5.065158050852391,0,2.085312936041037,2003,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,13,4.818373809111334,5.045723024625609,0,2.2103824597584345,2003,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,16,5.306646037836304,5.033132231877998,0,2.339435799215318,2003,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2004_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,18,6.2889511083085825,6.092532058888216,0,2.7298124356681273,2004,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,17,5.606724123751954,5.020037065016036,0,2.5179683331642955,2004,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,6.994771117256876,7.000000000000003,0,2.875148768204417,2004,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,18,7.1965781909557816,7.0000000000000036,0,2.585071756545594,2004,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,21,8.048592583751194,8.032954741844586,0,3.197253974493202,2004,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,18,7.9253431236335645,7.000000000000003,0,2.8304710536790934,2004,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,21,7.8148912592678075,7.0000000000000036,0,3.1497174759309843,2004,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,17,7.311418226925138,7.000000000000002,0,2.490068425225159,2004,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,16,5.678795187952701,5.047013952746915,0,2.4173243052806797,2004,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,16,5.528639522490966,5.058295880562297,0,2.376558730986794,2004,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,15,4.633512686344376,4.05928295204725,0,2.177955848446574,2004,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,16,5.097552329262464,5.018799619333405,0,2.181137333931016,2004,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,16,4.944009616776982,5.056506476469911,0,2.105511287445524,2004,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2005_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,19,7.522727246138096,7.000000000000004,0,3.1655620926272254,2005,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,17,6.997779430566352,7.000000000000001,0,2.6042021440516216,2005,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,6.782498356360752,6.999999999999998,0,2.9422907728519787,2005,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,22,8.780971888943402,8.044633749160266,0,3.470661894018803,2005,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,22,10.063195880441482,10.039729277939086,0,3.601057130097164,2005,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,19,8.633051082276847,8.031690138343953,0,3.015731571158151,2005,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,19,8.812283244193345,8.038406338379747,0,2.9614857720364784,2005,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,17,8.29577789257589,8.023945933566058,0,2.6181871974225976,2005,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,20,8.332956302152434,8.046530033711921,0,2.943699644735664,2005,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,18,6.959987813557734,7.000000000000002,0,2.8004018123069034,2005,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,16,5.370028767595807,5.076199198233149,0,2.468156156259095,2005,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,18,7.6524683331371115,7.000000000000001,0,2.817339691186633,2005,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,6.488173617902358,6.052639077702612,0,2.380644377949934,2005,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2006_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,19,6.352300954321923,6.091838825165634,0,2.828282843085338,2006,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,19,8.092973504283727,8.061436993348758,0,3.01446898825229,2006,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,7.512209183962063,8.03360961255728,0,2.985865493905141,2006,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,21,9.663755169492196,10.049682038365042,0,3.577995298645203,2006,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,22,9.38101034036204,9.02468189787618,0,3.565979540782686,2006,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,22,8.775698749643146,9.047497861871829,0,3.2800164589134724,2006,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,22,9.015428007272327,8.031584963423834,0,3.334647923524483,2006,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,6.234331648648714,6.048965844980297,0,2.5863292365059203,2006,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,21,7.837761041797829,6.999999999999999,0,2.9850102900862447,2006,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,20,9.908958208612365,9.03910787712477,0,3.204700604590621,2006,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,18,6.7271897880413976,6.10984126815028,0,2.6244286915291464,2006,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,12,4.541119882321609,4.037168479895213,0,2.0480641667537225,2006,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,21,6.545603051525473,6.086128854692322,0,3.123419639730296,2006,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2007_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,20,7.521907755600067,7.000000000000005,0,2.9447250261040243,2007,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,20,8.322412114062823,8.052861994285058,0,3.0260523085884117,2007,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,8.484917738633863,9.060509593315842,0,3.100598105335258,2007,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,8.725731011071167,9.04799461808784,0,3.1919135099992895,2007,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,19,8.671681644622236,9.026753752236722,0,3.1973371428427844,2007,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,8.651889279313737,8.03991737657975,0,3.324115894951358,2007,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,20,8.970599707145318,9.037480759919475,0,3.069961958754067,2007,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,7.335524150785217,6.999999999999999,0,2.5413849069643017,2007,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,20,7.484264755371896,7.000000000000005,0,2.6902392132564494,2007,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,20,7.773003280332293,7.000000000000003,0,2.78542923902164,2007,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,17,7.239013513332546,7.000000000000001,0,2.597959564296558,2007,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,18,7.087084540826743,7.0,0,2.704596150409728,2007,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,20,7.060814789065628,6.999999999999999,0,2.97843912551847,2007,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2008_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,18,7.1427620636868046,7.000000000000002,0,2.8413199458645275,2008,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,7.425306387548231,6.999999999999999,0,2.942656713522547,2008,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,19,8.17690441898224,8.056040305260389,0,3.1951394002403646,2008,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,21,9.503654714353406,10.036406516731677,0,3.020636602681428,2008,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,22,10.381849128517205,10.062678267204943,0,3.2754012533462724,2008,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,9.289141096336387,9.040802970759527,0,3.0234829961830654,2008,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,22,10.180194066767276,10.046104356501784,0,3.5880974256092157,2008,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,7.880027583863036,6.999999999999997,0,2.977588298232551,2008,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,18,7.249691426732116,7.000000000000003,0,2.563077949516607,2008,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,19,6.7351605132594425,6.064419153558969,0,2.5615579949287457,2008,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,17,7.050224234429398,6.999999999999998,0,2.5817383953261115,2008,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,19,7.857271550887674,7.0000000000000036,0,2.844026263985534,2008,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,19,6.063238303190225,6.086053648322392,0,2.6591008570587515,2008,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2009_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,16,5.481003194061313,5.06709234741615,0,2.443893089571005,2009,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,16,6.70322719233705,6.999999999999999,0,2.6437227995150696,2009,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,15,6.48036235026474,6.05382987161605,0,2.6232530229034503,2009,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,7.284533368338277,7.000000000000001,0,2.8320023799956173,2009,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,19,8.239329446995459,8.050874952259244,0,3.1408505081881772,2009,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,20,8.834954748948727,8.080915572440993,0,3.0557970023159537,2009,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,21,8.35022837850152,8.023505358936154,0,3.3286794207680863,2009,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,17,5.648555557448428,6.034873091777438,0,2.705425888284431,2009,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,19,5.393908885556881,5.091712252972458,0,2.5604756187656306,2009,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,21,7.166446690426318,7.000000000000001,0,2.6258611779881376,2009,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,17,5.798402666624312,5.13826681390107,0,2.352303052430622,2009,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,16,4.1049218617857095,4.063019188885462,0,2.082319535322687,2009,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,5.163334141599875,5.055799463836943,0,2.5318994462906956,2009,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2010_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,18,6.897986043485028,7.0,0,2.946462176210577,2010,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,6.698151216462223,6.045047357430521,0,2.7146584451488103,2010,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,6.395396088333839,6.048987125185242,0,2.979467899241343,2010,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,21,9.839388815445309,10.07720042950593,0,3.398257290013805,2010,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,10.115198732765371,10.062315061962272,0,3.329564917010473,2010,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,23,10.000371897288055,9.05014108524119,0,3.3971238415983556,2010,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,20,9.77631385030864,9.02274031932356,0,3.2049082338721044,2010,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,19,7.044947259754664,7.000000000000001,0,2.786896921158129,2010,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,19,7.357598014492477,7.000000000000001,0,2.9286189734542547,2010,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,20,8.799198779182362,8.03239499642704,0,2.957347364630935,2010,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,20,8.33963144522272,8.167156104072207,0,3.0554683934258757,2010,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,17,5.6764667908497035,5.062837334399149,0,2.3532573887305097,2010,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,19,6.936061574723036,6.043695813669332,0,2.80168096389093,2010,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2011_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,19,8.014382134637641,8.065921486617562,0,3.005319997008607,2011,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,7.786604394463001,8.030904108012878,0,2.9951473441215617,2011,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,7.909475411195651,8.04074206598853,0,2.9993812641049513,2011,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,20,8.863009031862418,9.044357077281157,0,3.245194658272835,2011,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,21,9.259367648682057,9.023863977263359,0,3.2141394560740406,2011,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,10.29790976384232,10.037390075889148,0,3.473847570163514,2011,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,20,8.90209231786214,9.045258429787669,0,3.0451948272973426,2011,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,19,8.231959609535263,8.025700724672859,0,3.2610518028399538,2011,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,21,8.95106744382093,8.047024342413875,0,3.2649487185008526,2011,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,19,7.033347052377287,7.000000000000002,0,2.506077415417329,2011,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,20,7.9380036501806615,7.000000000000003,0,2.864942374415287,2011,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,19,6.630373692021823,6.042723650904471,0,2.53022115729616,2011,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,18,6.583590597403307,6.067019801103137,0,2.5070719659701743,2011,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2012_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,10,3.4503432417725457,3.0,0,1.5383079568253875,2012,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,10,4.204185352472864,4.031064222865001,0,1.7396060371153133,2012,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,12,4.17409364276544,4.038104283035046,0,1.8126001043626798,2012,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,12,4.622522102698979,5.041731284280546,0,1.7832128761137285,2012,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,11,4.198341099980023,4.029646875832333,0,1.6611479130867963,2012,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,11,4.232744416627448,4.045172485444992,0,1.5963911717423191,2012,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,11,4.443528794691162,4.0421331019123725,0,1.648347477430042,2012,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,11,4.162631029736392,4.038835549569842,0,1.7188052844015331,2012,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,11,4.191567455766047,4.0327865558121525,0,1.43601990182355,2012,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,11,4.191500166218341,4.030624884237546,0,1.674219700522072,2012,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,10,3.8868793005428492,4.05429422665045,0,1.4545291713442445,2012,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,11,3.481199147135233,2.9999999999999996,0,1.5982632104417391,2012,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,10,2.911140281513101,3.000000000000001,0,1.5221513283649368,2012,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2013_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,17,6.6241296617342575,6.065515929412443,0,2.6223791521408444,2013,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,17,6.3541252870711,6.044505389807355,0,2.596568396377266,2013,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,20,6.91457125731607,7.000000000000005,0,3.4686954399282963,2013,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,20,8.54135540963835,9.054811372330304,0,3.2341868472161903,2013,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,9.217697648017575,9.031361050443113,0,3.167312287383339,2013,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,22,8.926839760705157,8.033106186744623,0,3.6242809677595513,2013,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,22,9.413076858016396,9.032407080307227,0,3.359752263595931,2013,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,6.470022344789246,6.035030460945389,0,2.66169974928815,2013,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,17,5.986310935046778,6.063388280531943,0,2.451778557067307,2013,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,18,6.851947008684987,7.000000000000002,0,2.6969830611217858,2013,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,18,6.188760744228794,6.172936148066824,0,2.5416943958118066,2013,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,16,5.941153628408575,6.0402343760592325,0,2.1411147432093367,2013,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,18,5.349626311745908,5.038805537653749,0,2.3722653792100097,2013,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2014_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,16,6.001308271233226,6.065414118416573,0,2.491995982112986,2014,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,16,6.512210849515977,6.0352190451355,0,2.6918975038938946,2014,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,17,6.140081275861338,6.048450307461521,0,2.6019549106930104,2014,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,19,7.497020616947608,8.021627596964489,0,2.998211594029726,2014,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,8.075558472143047,8.027066792343746,0,3.180025294289549,2014,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,8.543779468378123,8.021590710706752,0,3.1566836997904955,2014,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,23,8.59403650759432,8.06128415888623,0,3.606323571686206,2014,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,17,6.260654912832196,6.023590600299835,0,2.471471161914512,2014,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,21,7.16074954078835,6.999999999999998,0,2.796587636862286,2014,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,19,6.702469676802233,6.032454033945849,0,2.514921839369089,2014,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,17,5.466830016922664,5.081365205635858,0,2.118352028586315,2014,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,19,6.790884728806272,7.000000000000001,0,2.8534384378183533,2014,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,5.18504232909588,5.042558975096994,0,2.328450550546516,2014,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2015_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,20,5.22158568998208,5.061592978746565,0,2.6631178062127314,2015,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,5.342956008393463,5.02255165159966,0,2.65465835353076,2015,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,20,8.359492829327094,8.032397239644634,0,3.250597667305258,2015,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,20,9.283985390855577,9.049231905229076,0,3.3171816032133177,2015,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,8.942875453004303,9.014755390575377,0,3.238518329055438,2015,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,7.989754893461832,7.000000000000001,0,2.811997259220645,2015,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,19,7.94884564934961,7.0,0,2.7446427877938904,2015,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,7.138827276202887,7.0,0,2.635890361224144,2015,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,17,6.336765858566743,6.076647010578841,0,2.405039638989797,2015,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,16,6.180261300792278,6.070331502235042,0,2.3831581395961363,2015,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,14,4.242058151457709,4.125578519838864,0,1.9126143635899162,2015,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,16,6.201852370566587,6.054421849449992,0,2.516513870009817,2015,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,16,5.073099304527415,5.051302075498457,0,2.15887820094784,2015,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2016_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,17,6.747409361427698,6.999999999999999,0,2.6207732048170276,2016,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,16,5.646185480192263,5.033212221018558,0,2.478741336721762,2016,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,21,7.222499216155115,6.999999999999999,0,3.329612615034677,2016,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,20,8.842387167022897,9.049150943245438,0,3.1533679598969515,2016,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,21,9.988769979479862,10.05853652563411,0,3.506605934820319,2016,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,17,7.786399944290938,7.000000000000003,0,2.7974940163853517,2016,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,19,8.644113411945597,8.035292738348726,0,3.007108123258419,2016,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,17,6.460835030726965,6.039517390025724,0,2.660637377400913,2016,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,18,6.506822371164305,6.067457565054176,0,2.5590771096023253,2016,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,17,6.845545095111256,6.044835040942332,0,2.586409074514715,2016,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,16,6.26974727324482,6.127173434209685,0,2.5580736402424367,2016,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,17,5.885978390083759,6.062270445162465,0,2.4954325876258197,2016,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,5.9604559885427335,6.059678843662617,0,2.3473833260934334,2016,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2017_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,17,6.13552614603044,6.1021515213341555,0,2.638276946391483,2017,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,19,7.179425642442301,7.000000000000002,0,2.7952863091894664,2017,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,19,6.8978013465072605,6.999999999999998,0,3.0834020489209895,2017,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,20,10.170101939728973,11.05208187735267,0,3.427483949722065,2017,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,22,10.444251229539258,10.040203290349119,0,3.6401114603911,2017,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,8.736210093022645,8.030287071162615,0,3.216903767362782,2017,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,22,9.557755917060971,9.046434520280899,0,3.305143619959008,2017,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,20,8.580685139081856,8.0281087549843,0,3.1333583454365175,2017,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,21,8.106920576313778,6.999999999999999,0,3.176242936338206,2017,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,19,7.205071126940485,7.0,0,2.8440197697229523,2017,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,18,7.043157520118314,6.999999999999999,0,2.5281849283023456,2017,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,17,5.693510471172315,5.047386779704896,0,2.382302580919133,2017,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,17,6.126543409599007,6.033198174383685,0,2.597180275060846,2017,
15 |
--------------------------------------------------------------------------------
/data/landsat_availability/2018_landsatAvailability_JJA_13states.csv:
--------------------------------------------------------------------------------
1 | system:index,DRAWSEQ,STATE_ABBR,STATE_FIPS,STATE_NAME,SUB_REGION,area,max,mean,median,min,stdDev,year,.geo
2 | 0000b70c08860245e779,50,MI,26,Michigan,East North Central,7.25558E7,19,7.401253986364949,7.000000000000006,0,3.0483255119333754,2018,
3 | 00001de09675e4433d23,8,WI,55,Wisconsin,East North Central,7.09415E7,18,7.246659314309715,7.0,0,2.788919983337993,2018,
4 | 0000c013263eddb99a68,11,MN,27,Minnesota,West North Central,1.13537E8,18,5.376506179519387,5.048365416965768,0,2.636822035783566,2018,
5 | 0000adc8ef848c7e0012,5,ND,38,North Dakota,West North Central,9.90868E7,22,10.964195832044362,11.037332009237435,0,3.7938061525631097,2018,
6 | 000019d62ac5c6f8eaa0,6,SD,46,South Dakota,West North Central,9.694E7,20,9.839677888761802,10.049687699359096,0,3.6887387455487475,2018,
7 | 00003be65b10ac1113ad,34,KS,20,Kansas,West North Central,8.60122E7,21,9.179480329354641,9.019335811751828,0,3.3143150782536397,2018,
8 | 0000d4ebf2622802cfbc,16,NE,31,Nebraska,West North Central,8.83966E7,21,10.162557536822476,10.047460988093933,0,3.3558688640112817,2018,
9 | 0000c5b52afcd493211f,14,IA,19,Iowa,West North Central,6.54198E7,18,6.471326624590489,6.032083539421672,0,2.5667223426192294,2018,
10 | 00002e9462723431f9f4,36,MO,29,Missouri,West North Central,7.28638E7,19,6.444890353857765,6.04607986740981,0,2.780939419302788,2018,
11 | 0000ac7b5ba10088ae2b,27,IL,17,Illinois,East North Central,6.16458E7,19,7.393503747306388,6.999999999999998,0,2.727829756738635,2018,
12 | 0000ba5c7718496f6eb8,22,IN,18,Indiana,East North Central,3.96681E7,20,7.8860626723015885,7.000000000000002,0,2.8635859942603905,2018,
13 | 00007005eb9cf6f19eba,26,OH,39,Ohio,East North Central,4.5374E7,20,6.802720689416105,6.032399171803663,0,3.129536611331253,2018,
14 | 00009c6d3d6308c6bc8b,33,KY,21,Kentucky,East South Central,4.11078E7,20,7.57735734783661,7.0,0,2.8393058050773634,2018,
15 |
--------------------------------------------------------------------------------
/results/CSDLvsCDL_users_producers_accuracies.csv:
--------------------------------------------------------------------------------
1 | State,State Code,Year,Crop Type,User's Accuracy,Producer's Accuracy
2 | Iowa,IA,2000,corn,0.764,0.906
3 | Iowa,IA,2000,soybean,0.881,0.757
4 | Iowa,IA,2000,other,0.577,0.369
5 | Iowa,IA,2001,corn,0.805,0.793
6 | Iowa,IA,2001,soybean,0.781,0.779
7 | Iowa,IA,2001,other,0.403,0.452
8 | Iowa,IA,2002,corn,0.823,0.859
9 | Iowa,IA,2002,soybean,0.82,0.826
10 | Iowa,IA,2002,other,0.641,0.431
11 | Iowa,IA,2003,corn,0.694,0.887
12 | Iowa,IA,2003,soybean,0.828,0.595
13 | Iowa,IA,2003,other,0.673,0.471
14 | Iowa,IA,2004,corn,0.85,0.931
15 | Iowa,IA,2004,soybean,0.922,0.826
16 | Iowa,IA,2004,other,0.562,0.535
17 | Iowa,IA,2005,corn,0.827,0.932
18 | Iowa,IA,2005,soybean,0.922,0.772
19 | Iowa,IA,2005,other,0.495,0.608
20 | Iowa,IA,2006,corn,0.788,0.91
21 | Iowa,IA,2006,soybean,0.874,0.735
22 | Iowa,IA,2006,other,0.733,0.603
23 | Iowa,IA,2007,corn,0.95,0.936
24 | Iowa,IA,2007,soybean,0.899,0.919
25 | Iowa,IA,2007,other,0.641,0.714
26 | Iowa,IA,2008,corn,0.961,0.944
27 | Iowa,IA,2008,soybean,0.924,0.94
28 | Iowa,IA,2008,other,0.656,0.808
29 | Iowa,IA,2009,corn,0.917,0.969
30 | Iowa,IA,2009,soybean,0.95,0.883
31 | Iowa,IA,2009,other,0.947,0.692
32 | Iowa,IA,2010,corn,0.923,0.965
33 | Iowa,IA,2010,soybean,0.96,0.89
34 | Iowa,IA,2010,other,0.643,0.844
35 | Iowa,IA,2011,corn,0.937,0.969
36 | Iowa,IA,2011,soybean,0.952,0.903
37 | Iowa,IA,2011,other,0.908,0.913
38 | Iowa,IA,2012,corn,0.902,0.942
39 | Iowa,IA,2012,soybean,0.894,0.841
40 | Iowa,IA,2012,other,0.904,0.833
41 | Iowa,IA,2013,corn,0.94,0.904
42 | Iowa,IA,2013,soybean,0.872,0.92
43 | Iowa,IA,2013,other,0.859,0.88
44 | Iowa,IA,2014,corn,0.94,0.958
45 | Iowa,IA,2014,soybean,0.946,0.918
46 | Iowa,IA,2014,other,0.897,0.904
47 | Iowa,IA,2015,corn,0.949,0.97
48 | Iowa,IA,2015,soybean,0.965,0.923
49 | Iowa,IA,2015,other,0.793,0.92
50 | Iowa,IA,2016,corn,0.936,0.959
51 | Iowa,IA,2016,soybean,0.95,0.923
52 | Iowa,IA,2016,other,0.815,0.757
53 | Iowa,IA,2017,corn,0.945,0.964
54 | Iowa,IA,2017,soybean,0.956,0.916
55 | Iowa,IA,2017,other,0.765,0.839
56 | Iowa,IA,2018,corn,0.896,0.968
57 | Iowa,IA,2018,soybean,0.954,0.86
58 | Iowa,IA,2018,other,0.9,0.874
59 | Illinois,IL,1999,corn,0.816,0.887
60 | Illinois,IL,1999,soybean,0.872,0.817
61 | Illinois,IL,1999,other,0.744,0.612
62 | Illinois,IL,2000,corn,0.776,0.925
63 | Illinois,IL,2000,soybean,0.89,0.749
64 | Illinois,IL,2000,other,0.826,0.65
65 | Illinois,IL,2001,corn,0.75,0.914
66 | Illinois,IL,2001,soybean,0.872,0.704
67 | Illinois,IL,2001,other,0.568,0.384
68 | Illinois,IL,2002,corn,0.841,0.81
69 | Illinois,IL,2002,soybean,0.808,0.816
70 | Illinois,IL,2002,other,0.46,0.652
71 | Illinois,IL,2003,corn,0.802,0.899
72 | Illinois,IL,2003,soybean,0.876,0.76
73 | Illinois,IL,2003,other,0.756,0.764
74 | Illinois,IL,2004,corn,0.804,0.929
75 | Illinois,IL,2004,soybean,0.906,0.706
76 | Illinois,IL,2004,other,0.436,0.686
77 | Illinois,IL,2005,corn,0.766,0.914
78 | Illinois,IL,2005,soybean,0.863,0.692
79 | Illinois,IL,2005,other,0.644,0.517
80 | Illinois,IL,2006,corn,0.83,0.931
81 | Illinois,IL,2006,soybean,0.861,0.84
82 | Illinois,IL,2006,other,0.928,0.459
83 | Illinois,IL,2007,corn,0.93,0.961
84 | Illinois,IL,2007,soybean,0.903,0.889
85 | Illinois,IL,2007,other,0.974,0.655
86 | Illinois,IL,2008,corn,0.931,0.933
87 | Illinois,IL,2008,soybean,0.893,0.893
88 | Illinois,IL,2008,other,0.701,0.681
89 | Illinois,IL,2009,corn,0.948,0.938
90 | Illinois,IL,2009,soybean,0.917,0.939
91 | Illinois,IL,2009,other,0.962,0.862
92 | Illinois,IL,2010,corn,0.929,0.972
93 | Illinois,IL,2010,soybean,0.952,0.88
94 | Illinois,IL,2010,other,0.654,0.708
95 | Illinois,IL,2011,corn,0.903,0.933
96 | Illinois,IL,2011,soybean,0.89,0.881
97 | Illinois,IL,2011,other,0.883,0.744
98 | Illinois,IL,2012,corn,0.916,0.939
99 | Illinois,IL,2012,soybean,0.896,0.867
100 | Illinois,IL,2012,other,0.864,0.792
101 | Illinois,IL,2013,corn,0.942,0.902
102 | Illinois,IL,2013,soybean,0.873,0.928
103 | Illinois,IL,2013,other,0.947,0.888
104 | Illinois,IL,2014,corn,0.952,0.969
105 | Illinois,IL,2014,soybean,0.954,0.938
106 | Illinois,IL,2014,other,0.826,0.745
107 | Illinois,IL,2015,corn,0.935,0.964
108 | Illinois,IL,2015,soybean,0.955,0.917
109 | Illinois,IL,2015,other,0.847,0.862
110 | Illinois,IL,2016,corn,0.935,0.965
111 | Illinois,IL,2016,soybean,0.956,0.926
112 | Illinois,IL,2016,other,0.841,0.755
113 | Illinois,IL,2017,corn,0.923,0.94
114 | Illinois,IL,2017,soybean,0.923,0.917
115 | Illinois,IL,2017,other,0.905,0.704
116 | Illinois,IL,2018,corn,0.91,0.967
117 | Illinois,IL,2018,soybean,0.953,0.913
118 | Illinois,IL,2018,other,0.956,0.683
119 | Indiana,IN,2000,corn,0.801,0.908
120 | Indiana,IN,2000,soybean,0.88,0.762
121 | Indiana,IN,2000,other,0.717,0.665
122 | Indiana,IN,2001,corn,0.826,0.922
123 | Indiana,IN,2001,soybean,0.882,0.825
124 | Indiana,IN,2001,other,0.804,0.562
125 | Indiana,IN,2002,corn,0.857,0.665
126 | Indiana,IN,2002,soybean,0.745,0.862
127 | Indiana,IN,2002,other,0.465,0.671
128 | Indiana,IN,2003,corn,0.799,0.907
129 | Indiana,IN,2003,soybean,0.878,0.771
130 | Indiana,IN,2003,other,0.734,0.681
131 | Indiana,IN,2004,corn,0.703,0.811
132 | Indiana,IN,2004,soybean,0.73,0.595
133 | Indiana,IN,2004,other,0.521,0.495
134 | Indiana,IN,2005,corn,0.684,0.914
135 | Indiana,IN,2005,soybean,0.891,0.685
136 | Indiana,IN,2005,other,0.789,0.607
137 | Indiana,IN,2006,corn,0.836,0.877
138 | Indiana,IN,2006,soybean,0.824,0.84
139 | Indiana,IN,2006,other,0.824,0.586
140 | Indiana,IN,2007,corn,0.857,0.941
141 | Indiana,IN,2007,soybean,0.886,0.79
142 | Indiana,IN,2007,other,0.917,0.627
143 | Indiana,IN,2008,corn,0.912,0.927
144 | Indiana,IN,2008,soybean,0.927,0.929
145 | Indiana,IN,2008,other,0.843,0.729
146 | Indiana,IN,2009,corn,0.916,0.886
147 | Indiana,IN,2009,soybean,0.876,0.919
148 | Indiana,IN,2009,other,0.912,0.775
149 | Indiana,IN,2010,corn,0.873,0.936
150 | Indiana,IN,2010,soybean,0.925,0.852
151 | Indiana,IN,2010,other,0.679,0.633
152 | Indiana,IN,2011,corn,0.893,0.861
153 | Indiana,IN,2011,soybean,0.858,0.895
154 | Indiana,IN,2011,other,0.829,0.791
155 | Indiana,IN,2012,corn,0.819,0.911
156 | Indiana,IN,2012,soybean,0.862,0.744
157 | Indiana,IN,2012,other,0.865,0.78
158 | Indiana,IN,2013,corn,0.936,0.898
159 | Indiana,IN,2013,soybean,0.87,0.919
160 | Indiana,IN,2013,other,0.86,0.86
161 | Indiana,IN,2014,corn,0.862,0.925
162 | Indiana,IN,2014,soybean,0.914,0.862
163 | Indiana,IN,2014,other,0.857,0.735
164 | Indiana,IN,2015,corn,0.85,0.917
165 | Indiana,IN,2015,soybean,0.899,0.84
166 | Indiana,IN,2015,other,0.81,0.694
167 | Indiana,IN,2016,corn,0.91,0.92
168 | Indiana,IN,2016,soybean,0.923,0.925
169 | Indiana,IN,2016,other,0.806,0.676
170 | Indiana,IN,2017,corn,0.874,0.885
171 | Indiana,IN,2017,soybean,0.889,0.887
172 | Indiana,IN,2017,other,0.738,0.66
173 | Indiana,IN,2018,corn,0.853,0.974
174 | Indiana,IN,2018,soybean,0.964,0.859
175 | Indiana,IN,2018,other,0.903,0.778
176 | Kansas,KS,2006,corn,0.732,0.9
177 | Kansas,KS,2006,soybean,0.89,0.703
178 | Kansas,KS,2006,other,0.953,0.943
179 | Kansas,KS,2007,corn,0.918,0.843
180 | Kansas,KS,2007,soybean,0.637,0.821
181 | Kansas,KS,2007,other,0.95,0.934
182 | Kansas,KS,2008,corn,0.964,0.867
183 | Kansas,KS,2008,soybean,0.836,0.836
184 | Kansas,KS,2008,other,0.946,0.973
185 | Kansas,KS,2009,corn,0.842,0.921
186 | Kansas,KS,2009,soybean,0.855,0.814
187 | Kansas,KS,2009,other,0.961,0.949
188 | Kansas,KS,2010,corn,0.891,0.888
189 | Kansas,KS,2010,soybean,0.849,0.797
190 | Kansas,KS,2010,other,0.927,0.947
191 | Kansas,KS,2011,corn,0.912,0.871
192 | Kansas,KS,2011,soybean,0.91,0.777
193 | Kansas,KS,2011,other,0.913,0.969
194 | Kansas,KS,2012,corn,0.851,0.856
195 | Kansas,KS,2012,soybean,0.867,0.721
196 | Kansas,KS,2012,other,0.913,0.949
197 | Kansas,KS,2013,corn,0.909,0.856
198 | Kansas,KS,2013,soybean,0.89,0.826
199 | Kansas,KS,2013,other,0.95,0.976
200 | Kansas,KS,2014,corn,0.895,0.911
201 | Kansas,KS,2014,soybean,0.909,0.821
202 | Kansas,KS,2014,other,0.954,0.968
203 | Kansas,KS,2015,corn,0.884,0.904
204 | Kansas,KS,2015,soybean,0.812,0.867
205 | Kansas,KS,2015,other,0.959,0.938
206 | Kansas,KS,2016,corn,0.913,0.928
207 | Kansas,KS,2016,soybean,0.917,0.882
208 | Kansas,KS,2016,other,0.955,0.959
209 | Kansas,KS,2017,corn,0.916,0.842
210 | Kansas,KS,2017,soybean,0.918,0.786
211 | Kansas,KS,2017,other,0.875,0.964
212 | Kansas,KS,2018,corn,0.931,0.899
213 | Kansas,KS,2018,soybean,0.869,0.799
214 | Kansas,KS,2018,other,0.911,0.951
215 | Kentucky,KY,2008,corn,0.839,0.83
216 | Kentucky,KY,2008,soybean,0.755,0.645
217 | Kentucky,KY,2008,other,0.876,0.931
218 | Kentucky,KY,2009,corn,0.896,0.841
219 | Kentucky,KY,2009,soybean,0.825,0.909
220 | Kentucky,KY,2009,other,0.938,0.913
221 | Kentucky,KY,2010,corn,0.795,0.886
222 | Kentucky,KY,2010,soybean,0.893,0.704
223 | Kentucky,KY,2010,other,0.938,0.978
224 | Kentucky,KY,2011,corn,0.953,0.863
225 | Kentucky,KY,2011,soybean,0.857,0.857
226 | Kentucky,KY,2011,other,0.767,0.971
227 | Kentucky,KY,2012,corn,0.908,0.879
228 | Kentucky,KY,2012,soybean,0.797,0.758
229 | Kentucky,KY,2012,other,0.75,0.909
230 | Kentucky,KY,2013,corn,0.947,0.84
231 | Kentucky,KY,2013,soybean,0.74,0.844
232 | Kentucky,KY,2013,other,0.891,0.918
233 | Kentucky,KY,2014,corn,0.932,0.854
234 | Kentucky,KY,2014,soybean,0.864,0.905
235 | Kentucky,KY,2014,other,0.895,0.939
236 | Kentucky,KY,2015,corn,0.947,0.9
237 | Kentucky,KY,2015,soybean,0.866,0.832
238 | Kentucky,KY,2015,other,0.899,0.95
239 | Kentucky,KY,2016,corn,0.899,0.875
240 | Kentucky,KY,2016,soybean,0.857,0.841
241 | Kentucky,KY,2016,other,0.911,0.935
242 | Kentucky,KY,2017,corn,0.938,0.809
243 | Kentucky,KY,2017,soybean,0.862,0.891
244 | Kentucky,KY,2017,other,0.908,0.961
245 | Kentucky,KY,2018,corn,0.825,0.93
246 | Kentucky,KY,2018,soybean,0.933,0.845
247 | Kentucky,KY,2018,other,0.919,0.934
248 | Michigan,MI,2007,corn,0.817,0.778
249 | Michigan,MI,2007,soybean,0.8,0.592
250 | Michigan,MI,2007,other,0.659,0.901
251 | Michigan,MI,2008,corn,0.886,0.864
252 | Michigan,MI,2008,soybean,0.902,0.76
253 | Michigan,MI,2008,other,0.853,0.974
254 | Michigan,MI,2009,corn,0.841,0.733
255 | Michigan,MI,2009,soybean,0.783,0.754
256 | Michigan,MI,2009,other,0.816,0.949
257 | Michigan,MI,2010,corn,0.784,0.762
258 | Michigan,MI,2010,soybean,0.887,0.683
259 | Michigan,MI,2010,other,0.801,0.951
260 | Michigan,MI,2011,corn,0.864,0.83
261 | Michigan,MI,2011,soybean,0.796,0.779
262 | Michigan,MI,2011,other,0.879,0.927
263 | Michigan,MI,2012,corn,0.76,0.817
264 | Michigan,MI,2012,soybean,0.754,0.682
265 | Michigan,MI,2012,other,0.88,0.88
266 | Michigan,MI,2013,corn,0.862,0.822
267 | Michigan,MI,2013,soybean,0.816,0.774
268 | Michigan,MI,2013,other,0.851,0.926
269 | Michigan,MI,2014,corn,0.826,0.86
270 | Michigan,MI,2014,soybean,0.817,0.761
271 | Michigan,MI,2014,other,0.882,0.899
272 | Michigan,MI,2015,corn,0.798,0.836
273 | Michigan,MI,2015,soybean,0.876,0.69
274 | Michigan,MI,2015,other,0.771,0.887
275 | Michigan,MI,2016,corn,0.771,0.849
276 | Michigan,MI,2016,soybean,0.896,0.746
277 | Michigan,MI,2016,other,0.847,0.898
278 | Michigan,MI,2017,corn,0.865,0.812
279 | Michigan,MI,2017,soybean,0.838,0.777
280 | Michigan,MI,2017,other,0.822,0.926
281 | Michigan,MI,2018,corn,0.725,0.787
282 | Michigan,MI,2018,soybean,0.764,0.674
283 | Michigan,MI,2018,other,0.858,0.877
284 | Minnesota,MN,2006,corn,0.852,0.855
285 | Minnesota,MN,2006,soybean,0.903,0.792
286 | Minnesota,MN,2006,other,0.722,0.923
287 | Minnesota,MN,2007,corn,0.886,0.89
288 | Minnesota,MN,2007,soybean,0.901,0.833
289 | Minnesota,MN,2007,other,0.767,0.876
290 | Minnesota,MN,2008,corn,0.958,0.919
291 | Minnesota,MN,2008,soybean,0.877,0.952
292 | Minnesota,MN,2008,other,0.961,0.898
293 | Minnesota,MN,2009,corn,0.917,0.932
294 | Minnesota,MN,2009,soybean,0.885,0.904
295 | Minnesota,MN,2009,other,0.937,0.869
296 | Minnesota,MN,2010,corn,0.916,0.943
297 | Minnesota,MN,2010,soybean,0.935,0.901
298 | Minnesota,MN,2010,other,0.897,0.911
299 | Minnesota,MN,2011,corn,0.944,0.9
300 | Minnesota,MN,2011,soybean,0.862,0.927
301 | Minnesota,MN,2011,other,0.936,0.898
302 | Minnesota,MN,2012,corn,0.883,0.908
303 | Minnesota,MN,2012,soybean,0.866,0.856
304 | Minnesota,MN,2012,other,0.894,0.857
305 | Minnesota,MN,2013,corn,0.935,0.88
306 | Minnesota,MN,2013,soybean,0.849,0.912
307 | Minnesota,MN,2013,other,0.876,0.869
308 | Minnesota,MN,2014,corn,0.942,0.873
309 | Minnesota,MN,2014,soybean,0.851,0.908
310 | Minnesota,MN,2014,other,0.846,0.856
311 | Minnesota,MN,2015,corn,0.947,0.915
312 | Minnesota,MN,2015,soybean,0.925,0.915
313 | Minnesota,MN,2015,other,0.854,0.927
314 | Minnesota,MN,2016,corn,0.896,0.956
315 | Minnesota,MN,2016,soybean,0.925,0.884
316 | Minnesota,MN,2016,other,0.888,0.851
317 | Minnesota,MN,2017,corn,0.934,0.916
318 | Minnesota,MN,2017,soybean,0.903,0.906
319 | Minnesota,MN,2017,other,0.88,0.911
320 | Minnesota,MN,2018,corn,0.842,0.919
321 | Minnesota,MN,2018,soybean,0.894,0.784
322 | Minnesota,MN,2018,other,0.84,0.879
323 | Missouri,MO,2001,corn,0.423,0.963
324 | Missouri,MO,2001,soybean,0.515,0.681
325 | Missouri,MO,2001,other,0.227,0.09
326 | Missouri,MO,2002,corn,0.623,0.659
327 | Missouri,MO,2002,soybean,0.598,0.59
328 | Missouri,MO,2002,other,0.423,0.42
329 | Missouri,MO,2003,corn,0.728,0.925
330 | Missouri,MO,2003,soybean,0.424,0.66
331 | Missouri,MO,2003,other,0.222,0.081
332 | Missouri,MO,2004,corn,0.634,0.849
333 | Missouri,MO,2004,soybean,0.611,0.525
334 | Missouri,MO,2004,other,0.161,0.149
335 | Missouri,MO,2005,corn,0.676,0.676
336 | Missouri,MO,2005,soybean,0.501,0.529
337 | Missouri,MO,2005,other,0.353,0.326
338 | Missouri,MO,2006,corn,0.828,0.927
339 | Missouri,MO,2006,soybean,0.844,0.867
340 | Missouri,MO,2006,other,0.722,0.484
341 | Missouri,MO,2007,corn,0.896,0.809
342 | Missouri,MO,2007,soybean,0.779,0.926
343 | Missouri,MO,2007,other,0.839,0.515
344 | Missouri,MO,2008,corn,0.863,0.833
345 | Missouri,MO,2008,soybean,0.851,0.901
346 | Missouri,MO,2008,other,0.904,0.854
347 | Missouri,MO,2009,corn,0.837,0.791
348 | Missouri,MO,2009,soybean,0.841,0.88
349 | Missouri,MO,2009,other,0.87,0.852
350 | Missouri,MO,2010,corn,0.93,0.895
351 | Missouri,MO,2010,soybean,0.907,0.945
352 | Missouri,MO,2010,other,0.762,0.681
353 | Missouri,MO,2011,corn,0.84,0.918
354 | Missouri,MO,2011,soybean,0.912,0.888
355 | Missouri,MO,2011,other,0.862,0.784
356 | Missouri,MO,2012,corn,0.909,0.891
357 | Missouri,MO,2012,soybean,0.86,0.919
358 | Missouri,MO,2012,other,0.935,0.833
359 | Missouri,MO,2013,corn,0.916,0.785
360 | Missouri,MO,2013,soybean,0.805,0.915
361 | Missouri,MO,2013,other,0.888,0.839
362 | Missouri,MO,2014,corn,0.921,0.932
363 | Missouri,MO,2014,soybean,0.915,0.936
364 | Missouri,MO,2014,other,0.939,0.874
365 | Missouri,MO,2015,corn,0.927,0.927
366 | Missouri,MO,2015,soybean,0.903,0.939
367 | Missouri,MO,2015,other,0.939,0.871
368 | Missouri,MO,2016,corn,0.95,0.921
369 | Missouri,MO,2016,soybean,0.911,0.939
370 | Missouri,MO,2016,other,0.909,0.891
371 | Missouri,MO,2017,corn,0.938,0.908
372 | Missouri,MO,2017,soybean,0.879,0.907
373 | Missouri,MO,2017,other,0.835,0.813
374 | Missouri,MO,2018,corn,0.915,0.908
375 | Missouri,MO,2018,soybean,0.913,0.921
376 | Missouri,MO,2018,other,0.89,0.882
377 | North Dakota,ND,1999,corn,0.419,0.476
378 | North Dakota,ND,1999,soybean,0.395,0.77
379 | North Dakota,ND,1999,other,0.959,0.88
380 | North Dakota,ND,2000,corn,0.43,0.466
381 | North Dakota,ND,2000,soybean,0.71,0.677
382 | North Dakota,ND,2000,other,0.953,0.955
383 | North Dakota,ND,2001,corn,0.512,0.488
384 | North Dakota,ND,2001,soybean,0.648,0.807
385 | North Dakota,ND,2001,other,0.97,0.94
386 | North Dakota,ND,2002,corn,0.484,0.577
387 | North Dakota,ND,2002,soybean,0.545,0.718
388 | North Dakota,ND,2002,other,0.956,0.905
389 | North Dakota,ND,2003,corn,0.575,0.559
390 | North Dakota,ND,2003,soybean,0.75,0.43
391 | North Dakota,ND,2003,other,0.81,0.941
392 | North Dakota,ND,2004,corn,0.621,0.431
393 | North Dakota,ND,2004,soybean,0.762,0.554
394 | North Dakota,ND,2004,other,0.877,0.961
395 | North Dakota,ND,2005,corn,0.612,0.508
396 | North Dakota,ND,2005,soybean,0.706,0.707
397 | North Dakota,ND,2005,other,0.925,0.94
398 | North Dakota,ND,2006,corn,0.759,0.619
399 | North Dakota,ND,2006,soybean,0.876,0.679
400 | North Dakota,ND,2006,other,0.906,0.978
401 | North Dakota,ND,2007,corn,0.898,0.618
402 | North Dakota,ND,2007,soybean,0.715,0.875
403 | North Dakota,ND,2007,other,0.947,0.954
404 | North Dakota,ND,2008,corn,0.904,0.821
405 | North Dakota,ND,2008,soybean,0.892,0.892
406 | North Dakota,ND,2008,other,0.968,0.982
407 | North Dakota,ND,2009,corn,0.931,0.824
408 | North Dakota,ND,2009,soybean,0.928,0.842
409 | North Dakota,ND,2009,other,0.946,0.988
410 | North Dakota,ND,2010,corn,0.889,0.823
411 | North Dakota,ND,2010,soybean,0.884,0.892
412 | North Dakota,ND,2010,other,0.96,0.969
413 | North Dakota,ND,2011,corn,0.91,0.772
414 | North Dakota,ND,2011,soybean,0.859,0.859
415 | North Dakota,ND,2011,other,0.946,0.972
416 | North Dakota,ND,2012,corn,0.819,0.693
417 | North Dakota,ND,2012,soybean,0.783,0.819
418 | North Dakota,ND,2012,other,0.942,0.966
419 | North Dakota,ND,2013,corn,0.907,0.75
420 | North Dakota,ND,2013,soybean,0.82,0.889
421 | North Dakota,ND,2013,other,0.935,0.962
422 | North Dakota,ND,2014,corn,0.917,0.814
423 | North Dakota,ND,2014,soybean,0.873,0.896
424 | North Dakota,ND,2014,other,0.946,0.956
425 | North Dakota,ND,2015,corn,0.924,0.756
426 | North Dakota,ND,2015,soybean,0.9,0.904
427 | North Dakota,ND,2015,other,0.954,0.983
428 | North Dakota,ND,2016,corn,0.86,0.842
429 | North Dakota,ND,2016,soybean,0.853,0.858
430 | North Dakota,ND,2016,other,0.951,0.953
431 | North Dakota,ND,2017,corn,0.937,0.809
432 | North Dakota,ND,2017,soybean,0.906,0.911
433 | North Dakota,ND,2017,other,0.942,0.972
434 | North Dakota,ND,2018,corn,0.848,0.718
435 | North Dakota,ND,2018,soybean,0.889,0.883
436 | North Dakota,ND,2018,other,0.921,0.958
437 | Nebraska,NE,2001,corn,0.7,0.875
438 | Nebraska,NE,2001,soybean,0.851,0.671
439 | Nebraska,NE,2001,other,0.56,0.481
440 | Nebraska,NE,2002,corn,0.685,0.871
441 | Nebraska,NE,2002,soybean,0.922,0.435
442 | Nebraska,NE,2002,other,0.753,0.828
443 | Nebraska,NE,2003,corn,0.72,0.894
444 | Nebraska,NE,2003,soybean,0.866,0.543
445 | Nebraska,NE,2003,other,0.852,0.833
446 | Nebraska,NE,2004,corn,0.804,0.89
447 | Nebraska,NE,2004,soybean,0.897,0.719
448 | Nebraska,NE,2004,other,0.747,0.794
449 | Nebraska,NE,2005,corn,0.818,0.849
450 | Nebraska,NE,2005,soybean,0.846,0.731
451 | Nebraska,NE,2005,other,0.699,0.775
452 | Nebraska,NE,2006,corn,0.588,0.591
453 | Nebraska,NE,2006,soybean,0.452,0.278
454 | Nebraska,NE,2006,other,0.427,0.68
455 | Nebraska,NE,2007,corn,0.953,0.953
456 | Nebraska,NE,2007,soybean,0.879,0.899
457 | Nebraska,NE,2007,other,0.926,0.894
458 | Nebraska,NE,2008,corn,0.92,0.952
459 | Nebraska,NE,2008,soybean,0.934,0.865
460 | Nebraska,NE,2008,other,0.916,0.939
461 | Nebraska,NE,2009,corn,0.924,0.964
462 | Nebraska,NE,2009,soybean,0.938,0.886
463 | Nebraska,NE,2009,other,0.919,0.876
464 | Nebraska,NE,2010,corn,0.929,0.958
465 | Nebraska,NE,2010,soybean,0.949,0.891
466 | Nebraska,NE,2010,other,0.886,0.899
467 | Nebraska,NE,2011,corn,0.928,0.953
468 | Nebraska,NE,2011,soybean,0.931,0.904
469 | Nebraska,NE,2011,other,0.944,0.903
470 | Nebraska,NE,2012,corn,0.868,0.941
471 | Nebraska,NE,2012,soybean,0.871,0.773
472 | Nebraska,NE,2012,other,0.936,0.833
473 | Nebraska,NE,2013,corn,0.936,0.961
474 | Nebraska,NE,2013,soybean,0.946,0.913
475 | Nebraska,NE,2013,other,0.898,0.862
476 | Nebraska,NE,2014,corn,0.894,0.965
477 | Nebraska,NE,2014,soybean,0.933,0.846
478 | Nebraska,NE,2014,other,0.934,0.867
479 | Nebraska,NE,2015,corn,0.934,0.945
480 | Nebraska,NE,2015,soybean,0.921,0.908
481 | Nebraska,NE,2015,other,0.899,0.887
482 | Nebraska,NE,2016,corn,0.947,0.963
483 | Nebraska,NE,2016,soybean,0.942,0.914
484 | Nebraska,NE,2016,other,0.922,0.909
485 | Nebraska,NE,2017,corn,0.919,0.962
486 | Nebraska,NE,2017,soybean,0.968,0.892
487 | Nebraska,NE,2017,other,0.888,0.885
488 | Nebraska,NE,2018,corn,0.91,0.971
489 | Nebraska,NE,2018,soybean,0.943,0.885
490 | Nebraska,NE,2018,other,0.917,0.818
491 | Ohio,OH,2006,corn,0.679,0.869
492 | Ohio,OH,2006,soybean,0.895,0.736
493 | Ohio,OH,2006,other,0.878,0.901
494 | Ohio,OH,2007,corn,0.737,0.853
495 | Ohio,OH,2007,soybean,0.834,0.712
496 | Ohio,OH,2007,other,0.835,0.848
497 | Ohio,OH,2008,corn,0.903,0.875
498 | Ohio,OH,2008,soybean,0.901,0.909
499 | Ohio,OH,2008,other,0.908,0.948
500 | Ohio,OH,2009,corn,0.858,0.778
501 | Ohio,OH,2009,soybean,0.829,0.926
502 | Ohio,OH,2009,other,0.972,0.805
503 | Ohio,OH,2010,corn,0.858,0.873
504 | Ohio,OH,2010,soybean,0.905,0.877
505 | Ohio,OH,2010,other,0.875,0.946
506 | Ohio,OH,2011,corn,0.89,0.701
507 | Ohio,OH,2011,soybean,0.803,0.938
508 | Ohio,OH,2011,other,0.944,0.913
509 | Ohio,OH,2012,corn,0.801,0.806
510 | Ohio,OH,2012,soybean,0.836,0.831
511 | Ohio,OH,2012,other,0.847,0.847
512 | Ohio,OH,2013,corn,0.881,0.878
513 | Ohio,OH,2013,soybean,0.902,0.92
514 | Ohio,OH,2013,other,0.944,0.872
515 | Ohio,OH,2014,corn,0.865,0.908
516 | Ohio,OH,2014,soybean,0.914,0.909
517 | Ohio,OH,2014,other,0.971,0.829
518 | Ohio,OH,2015,corn,0.876,0.843
519 | Ohio,OH,2015,soybean,0.891,0.904
520 | Ohio,OH,2015,other,0.828,0.872
521 | Ohio,OH,2016,corn,0.903,0.848
522 | Ohio,OH,2016,soybean,0.889,0.922
523 | Ohio,OH,2016,other,0.88,0.901
524 | Ohio,OH,2017,corn,0.865,0.834
525 | Ohio,OH,2017,soybean,0.894,0.899
526 | Ohio,OH,2017,other,0.758,0.821
527 | Ohio,OH,2018,corn,0.83,0.867
528 | Ohio,OH,2018,soybean,0.906,0.876
529 | Ohio,OH,2018,other,0.87,0.889
530 | South Dakota,SD,2006,corn,0.707,0.773
531 | South Dakota,SD,2006,soybean,0.934,0.482
532 | South Dakota,SD,2006,other,0.714,0.974
533 | South Dakota,SD,2007,corn,0.918,0.788
534 | South Dakota,SD,2007,soybean,0.8,0.828
535 | South Dakota,SD,2007,other,0.84,0.961
536 | South Dakota,SD,2008,corn,0.924,0.879
537 | South Dakota,SD,2008,soybean,0.915,0.909
538 | South Dakota,SD,2008,other,0.945,0.98
539 | South Dakota,SD,2009,corn,0.922,0.933
540 | South Dakota,SD,2009,soybean,0.939,0.915
541 | South Dakota,SD,2009,other,0.962,0.97
542 | South Dakota,SD,2010,corn,0.879,0.893
543 | South Dakota,SD,2010,soybean,0.924,0.859
544 | South Dakota,SD,2010,other,0.934,0.96
545 | South Dakota,SD,2011,corn,0.884,0.905
546 | South Dakota,SD,2011,soybean,0.913,0.837
547 | South Dakota,SD,2011,other,0.941,0.967
548 | South Dakota,SD,2012,corn,0.784,0.839
549 | South Dakota,SD,2012,soybean,0.856,0.741
550 | South Dakota,SD,2012,other,0.913,0.94
551 | South Dakota,SD,2013,corn,0.881,0.887
552 | South Dakota,SD,2013,soybean,0.89,0.884
553 | South Dakota,SD,2013,other,0.929,0.928
554 | South Dakota,SD,2014,corn,0.921,0.915
555 | South Dakota,SD,2014,soybean,0.922,0.92
556 | South Dakota,SD,2014,other,0.947,0.952
557 | South Dakota,SD,2015,corn,0.885,0.936
558 | South Dakota,SD,2015,soybean,0.943,0.912
559 | South Dakota,SD,2015,other,0.952,0.926
560 | South Dakota,SD,2016,corn,0.903,0.922
561 | South Dakota,SD,2016,soybean,0.951,0.89
562 | South Dakota,SD,2016,other,0.916,0.948
563 | South Dakota,SD,2017,corn,0.91,0.859
564 | South Dakota,SD,2017,soybean,0.926,0.877
565 | South Dakota,SD,2017,other,0.873,0.963
566 | South Dakota,SD,2018,corn,0.873,0.902
567 | South Dakota,SD,2018,soybean,0.914,0.891
568 | South Dakota,SD,2018,other,0.923,0.92
569 | Wisconsin,WI,2003,corn,0.657,0.832
570 | Wisconsin,WI,2003,soybean,0.617,0.274
571 | Wisconsin,WI,2003,other,0.696,0.66
572 | Wisconsin,WI,2004,corn,0.765,0.715
573 | Wisconsin,WI,2004,soybean,0.694,0.484
574 | Wisconsin,WI,2004,other,0.604,0.843
575 | Wisconsin,WI,2005,corn,0.702,0.761
576 | Wisconsin,WI,2005,soybean,0.699,0.397
577 | Wisconsin,WI,2005,other,0.633,0.737
578 | Wisconsin,WI,2006,corn,0.837,0.802
579 | Wisconsin,WI,2006,soybean,0.804,0.649
580 | Wisconsin,WI,2006,other,0.73,0.901
581 | Wisconsin,WI,2007,corn,0.804,0.846
582 | Wisconsin,WI,2007,soybean,0.776,0.437
583 | Wisconsin,WI,2007,other,0.787,0.905
584 | Wisconsin,WI,2008,corn,0.82,0.865
585 | Wisconsin,WI,2008,soybean,0.837,0.649
586 | Wisconsin,WI,2008,other,0.87,0.907
587 | Wisconsin,WI,2009,corn,0.787,0.873
588 | Wisconsin,WI,2009,soybean,0.756,0.504
589 | Wisconsin,WI,2009,other,0.891,0.912
590 | Wisconsin,WI,2010,corn,0.81,0.934
591 | Wisconsin,WI,2010,soybean,0.938,0.591
592 | Wisconsin,WI,2010,other,0.884,0.904
593 | Wisconsin,WI,2011,corn,0.884,0.923
594 | Wisconsin,WI,2011,soybean,0.909,0.763
595 | Wisconsin,WI,2011,other,0.881,0.914
596 | Wisconsin,WI,2012,corn,0.782,0.911
597 | Wisconsin,WI,2012,soybean,0.843,0.492
598 | Wisconsin,WI,2012,other,0.881,0.847
599 | Wisconsin,WI,2013,corn,0.838,0.825
600 | Wisconsin,WI,2013,soybean,0.788,0.669
601 | Wisconsin,WI,2013,other,0.8,0.9
602 | Wisconsin,WI,2014,corn,0.824,0.891
603 | Wisconsin,WI,2014,soybean,0.876,0.625
604 | Wisconsin,WI,2014,other,0.871,0.919
605 | Wisconsin,WI,2015,corn,0.856,0.887
606 | Wisconsin,WI,2015,soybean,0.898,0.683
607 | Wisconsin,WI,2015,other,0.851,0.95
608 | Wisconsin,WI,2016,corn,0.855,0.899
609 | Wisconsin,WI,2016,soybean,0.899,0.685
610 | Wisconsin,WI,2016,other,0.871,0.927
611 | Wisconsin,WI,2017,corn,0.82,0.875
612 | Wisconsin,WI,2017,soybean,0.911,0.661
613 | Wisconsin,WI,2017,other,0.795,0.894
614 | Wisconsin,WI,2018,corn,0.847,0.893
615 | Wisconsin,WI,2018,soybean,0.882,0.723
616 | Wisconsin,WI,2018,other,0.819,0.859
617 |
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https://raw.githubusercontent.com/LobellLab/csdl/dc3e40ffff0c654429c238a00e2a7ff8cf7f29cf/results/webster_city_legend.png
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