├── AOI ├── .gitkeep ├── Algeria_footprint.kml ├── China_footprint.kml ├── Egypt_footprint.kml ├── OSM_vectors │ ├── .gitkeep │ ├── RoadsAlgeriaTunisia.cpg │ ├── RoadsAlgeriaTunisia.dbf │ ├── RoadsAlgeriaTunisia.prj │ ├── RoadsAlgeriaTunisia.sbn │ ├── RoadsAlgeriaTunisia.sbx │ ├── RoadsAlgeriaTunisia.shp │ ├── RoadsAlgeriaTunisia.shp.xml │ ├── RoadsAlgeriaTunisia.shx │ ├── RoadsChina.cpg │ ├── RoadsChina.dbf │ ├── RoadsChina.prj │ ├── RoadsChina.sbn │ ├── RoadsChina.sbx │ ├── RoadsChina.shp │ ├── RoadsChina.shp.xml │ ├── RoadsChina.shx │ ├── RoadsMexico.cpg │ ├── RoadsMexico.dbf │ ├── RoadsMexico.prj │ ├── RoadsMexico.sbn │ ├── RoadsMexico.sbx │ ├── RoadsMexico.shp │ ├── RoadsMexico.shp.xml │ └── RoadsMexico.shx ├── SonoranDesertMexico.kml └── TaklimakanDesert.kml ├── DeepLearning ├── DesertRoads.ipynb ├── Model_Algeria_AlgeriaVVModel_ep100_spe65_lr0001_bs16.h5 ├── Model_ChinaEastVVVHCoh_ep100_spe50_lr0001_bs16.h5 ├── Model_EgyptWest_EgyptWestVVModel_ep100_spe50_lr0001_bs16.h5 └── README.md ├── README.md ├── SentProc ├── CalSigma0_TC.xml ├── README.md ├── S1CohTC.sh ├── S1Sigma0TC.sh ├── S1StackMeanDB.sh ├── TOPSAR_Coreg_Coh_ML_TC_IW_All_Swaths.xml └── stack_mean_dB.xml └── results ├── GrandErgOriental_results.dbf ├── GrandErgOriental_results.prj ├── GrandErgOriental_results.qpj ├── GrandErgOriental_results.shp ├── GrandErgOriental_results.shx ├── NorthSinai_results.dbf ├── NorthSinai_results.prj ├── NorthSinai_results.qpj ├── NorthSinai_results.shp ├── NorthSinai_results.shx ├── README.md ├── TaklimakanDesert_results.dbf ├── TaklimakanDesert_results.prj ├── TaklimakanDesert_results.qpj ├── TaklimakanDesert_results.shp └── TaklimakanDesert_results.shx /AOI/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /AOI/Algeria_footprint.kml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Algeria_footprint 5 | 6 | 7 | 9.84877821706768,31.723351432896 10.14765781722,30.2157675674217 7.61597179240028,29.6949259112739 7.27753459811014,31.2069050649857 9.84877821706768,31.723351432896 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /AOI/China_footprint.kml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | China_footprint 5 | 6 | 7 | 84.3225421138482,39.93374986061 84.6302122904757,38.4261659951357 81.8479948361165,37.9207078478193 81.4700000476885,39.4282917132936 84.3225421138482,39.93374986061 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /AOI/Egypt_footprint.kml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Egypt_footprint 5 | 6 | 7 | 31.9614733401024,31.1827309796793 34.5810651296729,31.5431446151571 34.8799447298252,29.9740267143573 32.3174916873427,29.5828460612168 31.9614733401024,31.1827309796793 8 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /AOI/OSM_vectors/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.cpg: -------------------------------------------------------------------------------- 1 | UTF-8 -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.dbf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsAlgeriaTunisia.dbf -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]] -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.sbn: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsAlgeriaTunisia.sbn -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.sbx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsAlgeriaTunisia.sbx -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsAlgeriaTunisia.shp -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.shp.xml: -------------------------------------------------------------------------------- 1 | 2 | 20200312143811001.0FALSERoadsAlgeriaTunisia0020.000file://\\ATLHQMWKSRTDI3\C$\Users\mlazzarini\Desktop\PhiLab\StudyArea\RoadsAlgeriaTunisia.shpLocal Area NetworkGeographicGCS_WGS_1984Angular Unit: Degree (0.017453)<GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.5'><WKT>GEOGCS[&quot;GCS_WGS_1984&quot;,DATUM[&quot;D_WGS_1984&quot;,SPHEROID[&quot;WGS_1984&quot;,6378137.0,298.257223563]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433],AUTHORITY[&quot;EPSG&quot;,4326]]</WKT><XOrigin>-400</XOrigin><YOrigin>-400</YOrigin><XYScale>11258999068426.238</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>8.983152841195215e-009</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><LeftLongitude>-180</LeftLongitude><WKID>4326</WKID><LatestWKID>4326</LatestWKID></GeographicCoordinateSystem>Clip LAP030 AlgeriaTunisia\Polygons C:\Users\mlazzarini\Desktop\PhiLab\StudyArea\RoadsAlgeriaTunisia.shp #CalculateField RoadsAlgeriaTunisia RoadType "[RoadType] = [HCT]" VB #CalculateField RoadsAlgeriaTunisia RoadType [HCT] VB #20200312143623002020031214362300 Version 6.2 (Build 9200) ; Esri ArcGIS 10.5.1.7333RoadsAlgeriaTunisiaShapefile0.000datasetEPSG6.14(3.0.1)0SimpleFALSE0FALSETRUERoadsAlgeriaTunisiaFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.ShapeShapeGeometry000Feature geometry.EsriCoordinates defining the features.FUNFUNInteger10100HCTHCTInteger10100RSTRSTInteger10100LOCLOCInteger10100NAMNAMString8000RTNRTNString2400TRFTRFInteger10100LTNLTNInteger10100WD1WD1Double1900WTCWTCInteger10100XSEXSEInteger10100SPMSPMDouble1900SFMSFMDouble1900ORDORDInteger10100XTVXTVDouble1900XTPXTPDouble1900MESMESInteger10100SEPSEPInteger10100CONCONInteger10100TXTTXTString25400NFINFIString1800NFNNFNString1800SRTSRTInteger10100SDPSDPString25400SDVSDVDate800ACCACCInteger10100CCNCCNString25400XSIXSIString3600UIDUIDString3600created_uscreated_usString25400created_dacreated_daDate800last_editelast_editeString25400last_edi_1last_edi_1Date800Shape_LengShape_LengDouble190020200312 3 | -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsAlgeriaTunisia.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsAlgeriaTunisia.shx -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.cpg: -------------------------------------------------------------------------------- 1 | UTF-8 -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.dbf: -------------------------------------------------------------------------------- 1 | x A 2 | aShape_LengF RoadTypeN 3 | 1.59165432124e-002 4 1.08586693575e-002 4 1.03531992450e-002 4 1.20433542136e-001 4 1.65084974401e-003 4 1.98367332493e-003 4 2.89629197854e-002 4 3.94218225096e-003 4 2.09730140384e-002 4 1.51768335148e-002 4 1.22286172084e-001 1 8.92933101911e-003 4 1.72627208514e-001 1 2.65885170627e-001 2 7.97145942182e-003 4 1.07395574531e-002 2 1.55140038997e-003 4 1.05919499810e-001 2 8.08890673468e-003 3 2.34239313149e-002 4 1.05646113456e-002 4 2.65553972124e-002 4 1.86133957151e-004 4 5.40159210498e-002 4 1.80223144706e-002 4 8.71984786845e-003 4 3.68634038528e-003 4 5.74819106553e-002 4 2.88623511525e-002 1 2.56525896363e-001 4 1.19401349711e-002 2 1.17382424106e-002 2 2.72736241926e-002 4 2.93915128039e-002 1 4.41882804330e-002 4 2.63640756333e-003 4 6.18692713893e-001 1 6.12787870561e-003 2 1.00126289050e-002 4 1.07394683222e-002 2 1.57875440789e-002 4 9.83988688048e-003 1 5.02599620422e-002 4 1.30671490256e-003 1 1.46427080824e-004 4 8.90559093112e-003 2 4.94791824128e-002 4 4.17151121555e-003 3 1.11091786375e-003 4 7.92904262822e-004 1 3.60961286628e-002 4 1.07600378231e-002 4 3.34554666684e-003 4 2.64756240435e-002 4 1.28996794373e-002 4 2.72809460247e-003 4 2.25348530062e-004 1 3.44731102745e-003 4 9.51639005542e-003 1 5.87539777606e-003 4 5.50286452682e-002 4 1.15103428641e-002 4 1.78534063137e-003 4 3.92126486038e-003 4 2.38843254039e-004 4 8.11180387426e-003 2 3.70607517679e-002 4 4.65940519451e-003 3 2.79145737775e-002 4 8.65744517744e-004 4 2.85071113410e-003 4 1.31127097703e-002 4 2.02844538548e-002 4 1.08363782862e-002 4 4.60481223178e-003 4 1.60766620452e-003 4 4.07452921210e-002 1 3.00895434535e-001 4 9.97657703954e-003 4 8.36685407605e-003 4 1.67914195882e-002 1 4.11484340222e-002 1 6.90176493983e-003 3 1.38890236057e-002 4 8.37650583188e-003 4 4.53538689817e-003 4 9.40789562034e-005 1 8.11802403203e-003 4 2.52067312443e-004 4 2.26920215235e-002 4 3.34795012132e-001 3 6.14654526463e-003 4 1.47694955901e-004 4 3.86531635488e-003 4 4.51333389525e-003 4 2.79457318671e-003 1 1.19085285284e-002 2 1.81226515723e-004 1 3.66551643352e-002 4 2.68264966897e-002 4 7.42651284506e-003 4 1.50111192121e-003 4 7.77759144680e-003 4 5.43375675399e-003 4 1.36036516560e-001 2 1.56320735989e-003 4 5.46909514403e-003 4 6.56410130141e-004 1 1.29421648696e-001 4 1.70683233110e-002 4 6.52880237403e-003 4 2.17652537491e-002 4 1.46303563289e-001 1 8.13375804894e-004 4 3.12818070164e-003 4 6.50551982458e-003 4 1.57985633360e-002 4 2.36497846290e-003 4 5.96119463575e-003 4 1.27916105328e-004 1 1.15844959658e-001 2 5.13698366254e-003 4 6.63929742820e-003 2 3.74509871668e-002 4 3.94143883385e-003 4 6.97677518624e-004 1 7.48318673983e-004 1 8.21484161342e-003 4 1.26717962595e-002 4 1.38829926700e-001 4 2.97260352531e-002 4 1.39184109901e-002 2 2.82247668724e-003 4 1.30504497380e-002 4 2.60556280316e-003 4 1.34473566170e-004 4 3.95417308301e-002 4 1.98932717753e-002 4 7.63535310251e-004 4 8.71724949855e-003 4 3.46873209498e-002 4 2.02751292795e-002 4 1.19996182599e-003 4 5.57097628877e-003 4 2.03843962329e-002 4 2.25844240717e-001 4 2.88754396986e-002 2 7.08994337073e-004 1 1.63689827095e-003 4 1.97580163708e-003 4 8.38944581014e-004 4 1.20633187696e-002 4 1.39737715394e-002 4 4.74369403948e-003 4 3.05588192174e-002 4 1.65040572599e-002 4 1.27610345278e-002 4 1.83986813189e-003 4 4.08360885166e-002 1 8.84001785111e-002 2 1.09071948736e-004 2 1.21586908835e-003 4 1.29468822502e-003 4 4.83814731800e-003 3 2.50194363426e-002 4 3.34474977610e-002 4 8.76523047939e-003 4 7.08406512733e-003 2 4.42557127483e-002 2 1.19944229611e-001 4 4.18623809244e-003 4 3.01598163291e-003 4 1.26772526463e-003 4 4.01991150151e-003 4 7.07355861783e-003 4 1.35876260049e-002 4 1.87307504519e-002 4 1.97240608193e-003 4 4.55029537942e-003 4 3.55037685917e-003 4 3.37116893578e-002 4 2.91332247740e-002 4 5.83999093735e-003 4 5.10414258461e-003 4 6.59000677163e-003 4 7.07448651277e-003 4 1.61628098281e-002 4 2.54403341929e-003 3 1.69819596251e-001 2 5.87636414233e-003 2 9.22667811303e-004 4 3.80355185140e-004 4 1.03389848413e-002 4 8.00312514130e-003 1 4.00127834958e-002 4 8.94355604817e-003 4 4.87031605056e-002 4 3.11784127098e-002 4 3.50923745371e-002 4 5.43949754787e-002 4 2.07505031265e-003 4 7.93433109968e-004 1 3.53002903665e-004 1 3.64810583453e-003 4 2.61997242222e-002 4 5.07462346164e-002 4 7.92824096887e-003 4 6.46938283946e-003 4 3.84616535526e-002 4 1.22476599998e-002 2 7.11371515030e-003 4 8.77580709312e-003 4 6.52263658633e-002 1 1.18915459886e-003 4 4.37264973524e-003 4 2.04901621920e-003 4 1.34081945797e-002 4 3.64666891534e-003 4 2.70138193983e-002 4 5.35442589359e-003 4 2.16118739809e-002 4 8.02982434938e-003 4 7.59501901005e-003 1 1.33177537379e-002 4 3.61818067371e-002 4 1.29895500307e-003 4 2.95299962032e-003 4 1.07150795315e+000 1 3.33288678719e-003 4 2.26006974628e-002 4 1.08137418603e-003 4 6.58083142733e-003 4 7.99008126772e-002 4 1.22186693220e-003 4 7.07046964533e-003 4 3.48138926298e-003 4 9.10386765691e-003 4 5.40781786391e-003 4 4.42127474490e-002 4 7.92321596019e-003 1 2.22259532984e-004 4 1.00494127511e-002 4 1.58330240746e-003 4 3.73513011820e-004 1 9.48172484422e-003 4 6.66540087744e-003 1 3.06803016128e-002 4 3.93642801205e-001 4 1.65076565673e-002 4 9.30771682003e-003 4 1.14686673337e-003 4 2.56640471288e-003 4 3.94491533497e-004 4 2.13234798286e-003 4 1.67438735075e-004 4 2.45210919391e-002 4 6.64923371527e-004 4 1.14231525050e-003 4 5.29214511255e-003 4 5.49434461065e-003 4 2.22601723747e-002 4 1.56018176821e-002 4 1.30644249776e-004 2 2.15942981368e-002 4 4.78259649249e-003 4 7.37946360546e-004 1 7.90773227183e-002 1 1.52960693827e-002 4 4.63762840032e-003 4 6.44292915346e-002 1 7.03774696928e-002 2 1.41394923573e-003 2 1.46854260568e-002 4 6.01383915250e-002 4 1.25540276344e-001 1 1.65147088267e-002 4 5.03127604397e-002 4 1.13974992709e-002 4 4.68979430679e-003 4 3.19784120519e-002 4 8.20788950057e-002 4 3.30994903397e-003 4 2.51197416957e-002 4 2.67930005499e-003 4 4.88514479007e-003 4 9.66986244886e-003 4 3.09278298915e-002 2 1.57672385041e-001 1 2.56520359622e-003 4 8.81504674307e-003 4 3.00034073737e-002 4 1.41311697749e-002 4 1.09091196050e-001 1 8.19292706258e-003 4 2.77769418759e-004 1 2.80767020853e-004 4 2.78300355105e-002 4 9.64806943188e-002 4 3.62911587025e-004 4 8.81271920219e-002 1 1.34283184483e-002 4 1.72059467140e-003 4 1.56035647882e-002 4 2.02451147934e-003 1 5.96601036177e-003 1 3.77682943090e-002 4 1.56672460888e-004 4 3.38206519750e-004 1 7.17059023836e-003 2 6.21815162354e-003 4 6.80352360997e-003 4 7.53504797587e-004 1 5.11165133636e-002 4 5.47192150897e-004 4 2.07435494772e-002 4 1.22876253199e-003 1 4.84863712802e-004 2 1.65454800782e-002 1 1.87170681230e-001 4 1.72417780496e-002 2 8.34980359055e-004 4 6.90268490995e-002 4 1.78727558036e-004 1 1.48344326259e-001 4 6.00303659085e-002 1 6.16104103063e-003 2 3.13449555607e-002 1 1.02829135431e-002 4 1.32383331244e-003 4 6.79113167018e-003 4 4.69112271622e-002 4 3.17312889118e-003 4 8.22427586950e-003 4 3.60661193276e-003 4 2.82653783453e-003 4 1.75911839603e-001 1 5.28500605488e-004 4 3.09653629171e-002 2 1.25714478078e-004 4 8.54339196220e-003 4 3.77225114292e-003 4 1.86994513109e-002 4 5.01214693690e-003 2 3.37828650502e-002 1 1.86515096663e-003 4 1.20508822918e-001 4 2.36638120347e-004 1 3.81254619062e-003 4 1.15773579529e-002 4 1.76794090682e-003 4 5.98601130032e-003 4 6.59517624961e-002 4 1.20210809075e-001 4 1.13150251904e-002 4 1.88766667083e-001 2 3.40219855964e-002 2 2.05616903297e-002 4 6.64331691912e-003 4 2.35887621546e-004 1 1.46535060992e-003 4 8.30417443482e-004 4 1.42369620602e-002 4 1.00497263645e-004 2 2.29621100953e-004 4 3.42528772723e-003 4 6.37923523261e-004 4 3.96076387842e-003 4 2.13537486170e-003 4 1.40855274303e+000 1 5.91523384864e-003 4 1.06775310905e-001 2 9.34786236996e-003 4 8.98325721708e-003 4 1.11231795322e-003 4 6.19407912074e-003 2 6.54614472958e-003 4 3.70905078192e-002 4 9.91186636388e-003 1 6.42238269855e-003 4 7.87568002975e-004 2 6.00909232434e-002 4 1.08680311004e-004 1 1.30613530446e-002 4 2.08966644569e-002 1 7.80786089649e-003 2 3.48961110738e-002 2 1.22352968320e-003 4 5.37853904005e-002 4 1.04916971998e-002 4 1.53965242401e-003 4 5.84223499109e-002 4 2.05791200898e-002 4 1.57258850248e-002 1 4.64556863235e-003 4 2.87978590627e-002 4 1.74243766030e-004 4 1.78600043349e-002 4 1.82125815023e-001 4 5.82256469693e-003 4 7.61986892665e-003 4 5.74325987785e-002 4 2.72096046639e-003 4 1.54490573205e-003 4 3.60390780494e-002 4 1.99670430437e-003 4 7.76259461533e-003 4 3.97412142096e-003 4 4.90072795409e-003 4 1.48513667339e-002 1 3.67548404894e-002 4 4.15944335214e-004 1 1.88051023396e-003 4 2.20949451237e-004 2 1.03178844435e-002 4 2.31954815741e-003 4 2.44437514103e-002 4 2.95879894748e-002 4 2.23382339015e-002 4 2.53411917635e-004 1 7.92167613705e-003 4 4.04557855878e-002 4 8.16477246492e-003 4 2.71568811580e-003 4 3.34513212284e-003 4 7.58477240055e-002 4 7.84597736139e-003 4 2.80005466554e-003 4 2.68498796206e-003 1 1.12145548253e-002 4 9.39963073742e-004 4 6.36479794654e-002 4 1.23751092521e-003 4 3.34849605168e-001 3 2.98394811320e-003 4 5.18903650119e-003 4 1.77226813222e-003 4 2.49417290072e-002 4 1.51348794112e-002 4 2.06636934744e-003 1 8.58386370896e-003 4 3.27523041276e-003 4 3.07305549025e-003 4 3.79420242060e-003 4 3.35743950058e-004 4 9.07255752230e-005 4 2.65193556394e-002 4 2.11495721005e-004 4 1.61867607325e+000 1 4.70085449675e-004 1 1.87945293296e-003 4 2.23385807871e-002 2 4.12148086128e-002 4 9.80252661041e-002 1 2.41561266426e-002 4 4.11022633543e-002 4 3.75156971070e-003 4 1.51959031198e-002 4 6.08180307004e-002 4 2.93603302927e-002 4 7.59900631882e-003 4 2.51338501961e-003 4 2.11583755089e-002 4 5.64954627293e-003 4 8.45244336983e-003 4 9.33290081352e-002 4 7.11870518708e-002 4 5.85125025692e-004 4 9.71224906249e-004 4 4.23307429669e-002 4 7.20899493687e-004 1 2.05594017420e-004 1 4.37229713246e-002 4 1.53583727642e-003 4 2.85949001040e-003 4 5.17190236024e-004 4 5.84676486862e-003 4 8.61300835947e-004 1 1.25378980372e-003 4 2.36879491738e-002 4 4.50391550653e-003 4 4.56774512871e-003 4 3.11242283232e-002 4 2.76648608267e-002 4 9.24599697578e-003 4 1.73944502647e-004 4 1.44552035982e-002 4 1.28776775857e-003 4 1.88667892522e-002 2 8.66339416892e-002 2 4.71398186255e-004 2 3.66645568402e-003 4 1.57729822987e-002 4 3.33818463704e-003 4 4.03369699160e-002 4 1.18000200586e-001 1 2.02964650594e-002 4 3.65822385899e-002 4 9.83177930428e-003 4 9.82195499812e-005 4 1.50933816468e-002 4 7.53463897998e-003 1 1.61074052884e-003 4 6.49102102003e-002 4 9.66584212593e-003 4 3.54528738547e-003 4 8.18943617139e-003 4 6.79078603089e-003 4 4.34304226068e-003 4 1.94873093319e-003 4 1.94445732532e-003 4 7.76878791167e-004 4 7.22996300131e-004 1 4.06254325016e-002 4 1.13074356066e-004 4 1.52927137657e-002 4 2.11653231122e-001 1 7.62803074203e-004 4 1.10534343080e-003 1 5.06640962159e-003 4 6.39750227902e-003 4 4.30369207571e-003 3 1.35609732930e-002 4 1.06403705590e-002 2 1.65778765002e-003 4 3.32386341471e-004 1 2.17623344325e-002 2 1.96995938410e-002 4 9.04424249794e-003 4 1.53194231804e-002 4 4.34060903003e-002 4 1.29471279434e-002 4 1.00518676357e-001 1 1.48672874230e-002 4 1.28638322648e-002 4 1.61834274593e-002 4 1.06403246561e-002 4 6.30524977686e-001 4 7.35745852327e-002 2 4.77202470877e-003 4 6.08052001634e-002 1 1.85666771217e-002 4 1.60631502480e-002 4 4.93328898045e-002 4 1.67627409363e-002 1 3.77650245148e-003 1 2.79552131881e-003 4 5.89268647479e-002 4 2.09193958193e-003 4 5.92913180040e-003 4 1.81974663071e-003 1 4.49472827644e-003 4 1.56320537337e-002 4 7.75733733033e-004 1 4.44365309524e-003 4 1.16066153541e-002 4 1.01093856417e-002 2 2.04049667728e-003 4 3.08635205386e-004 1 1.68639674394e-003 1 8.82900148073e-003 4 1.06362662634e-002 4 9.64024895939e-005 4 1.68968695903e-002 4 1.55541605478e-002 4 2.07425667617e-002 2 2.15985307259e-002 4 1.98197889920e-001 1 1.25831819778e-003 4 3.24278599353e-004 4 2.41105993300e-004 2 2.48573558851e-003 4 1.27474899493e-004 4 1.31567677771e-002 4 8.04622544827e-002 4 8.44614407697e-003 4 1.47877246388e-004 1 1.86145756812e-001 4 1.21368873909e-002 2 7.24029033379e-003 4 3.18140409616e-003 4 1.50685294148e-002 4 3.67242661134e-002 4 3.12011873737e-002 4 3.07406602263e-002 4 1.50810577404e-002 1 1.67030344731e-003 4 3.56997412915e-002 4 1.01066645544e-001 4 1.19553208535e-002 4 2.11279364816e-004 1 1.88409409552e-003 4 6.27450160256e-002 4 1.70193700888e-002 4 1.15689806761e-002 1 3.74569533518e-002 1 5.24958826813e-003 4 2.11324379686e-002 2 2.71641618681e-003 4 5.68410509392e-003 4 2.81897563859e-002 4 4.65434710167e-002 4 3.47905749943e-003 4 9.21264889000e-003 4 1.12382499568e-003 4 8.43942333427e-002 2 3.07527962238e-003 4 4.95052254637e-003 3 3.43432601450e-003 4 1.34159096879e-002 4 1.54288165781e-003 4 2.03810585053e-002 4 1.58903687686e-002 4 1.79064819402e-002 4 4.87375665284e-003 4 2.85064846307e-003 4 6.06407858135e-002 4 5.47591462314e-003 4 2.52302187047e-003 4 1.94559630957e-004 4 5.25087053063e-003 4 1.98595126379e-002 4 7.65980462309e-003 4 1.15333643302e-002 4 3.56366937460e-002 4 1.85596228370e-002 4 9.48450125204e-004 1 1.51436452137e-002 4 6.67070813737e-003 4 1.28457781780e-003 2 1.36983908799e-002 4 1.88095234561e-001 1 2.45605374504e-005 4 1.09867306329e-003 2 3.06018756175e-003 4 3.77322286641e-002 4 1.47670654469e-001 2 1.78164461926e-003 4 1.28153279267e-002 4 1.69999284783e-002 1 5.98707807148e-003 4 7.03056690987e-003 4 2.58679568734e-002 4 1.53175261309e-001 4 4.28702584202e-003 4 4.65858052416e-003 4 1.93492346125e-002 4 3.23399668314e-002 4 1.70232861523e-001 1 4.71128766150e-003 4 3.97942121293e-003 4 2.15723738390e-003 4 2.73164654238e-002 4 8.22334751023e-003 4 4.28774482194e-002 1 2.21946321151e-002 4 1.21578496028e-002 4 2.23457704176e-001 4 4.21267136145e-004 2 8.36835685413e-003 4 2.95134768707e-003 4 1.31429005773e-002 3 9.65759169498e-002 4 1.87051571105e-002 4 5.04262645616e-002 4 3.64692262133e-002 2 6.61750766880e-003 4 1.41389179219e-004 4 1.80703312920e-003 4 7.78613628277e-003 2 4.20428265454e-001 1 5.46696436790e-003 1 1.87041384715e-001 1 1.19660868295e-002 4 7.94531631091e-003 4 2.20382780634e-003 4 1.03363276185e-002 4 7.30224229039e-003 4 1.92557396204e-002 1 1.79995661873e-002 2 2.54154165816e-004 4 3.10117456496e-002 4 4.14380417660e-002 4 2.58190046278e-004 4 1.72779946218e-002 3 1.67090857794e-001 4 1.07152584293e-002 4 6.19822975101e-003 4 7.32411487168e-001 1 1.92402140613e-002 2 1.35333412399e-002 4 8.00436643339e-004 4 4.88160516249e-002 2 1.56803180719e-001 1 8.08191306384e-003 2 1.75245901112e-001 2 1.98667944280e-002 4 2.42065610221e-003 4 1.44332134330e-003 4 1.05258207655e-003 4 9.16421201067e-002 2 6.33177700183e-005 4 4.67752324842e-001 1 4.57357655559e-002 4 4.08300315682e-003 4 1.58622139010e-002 4 1.66945479181e-002 4 7.52573671251e-003 4 6.68294538067e-003 4 2.65451932047e-001 2 1.16835476431e-003 1 5.55579510759e-003 3 4.39319890812e-003 4 3.16907142206e-002 4 5.97699620046e-002 1 1.17286634317e-002 2 2.03456973342e-004 4 4.89314387684e-004 4 1.51730011700e-002 4 2.59833946971e-004 2 5.29591361299e-002 1 1.42299663458e-001 4 5.90153493410e-003 4 1.86375543232e-002 4 1.10038220639e-004 4 8.71446863624e-002 4 1.09970307356e-003 4 3.48672180751e-002 4 3.89039488590e-002 4 8.49456075887e-003 4 3.25591729285e-003 4 2.80432743794e-002 2 7.47391191077e-003 4 1.57691445602e-002 4 2.44019130671e-002 2 2.01944473648e-002 4 2.09230868898e-003 4 1.25975147475e-002 4 8.92699668116e-003 4 2.23707699073e-002 4 2.53103041875e-002 4 2.77191969261e-003 4 3.49284254554e-002 1 2.65055305420e-003 4 6.42424851364e-003 4 7.02423020706e-004 2 1.40225449823e-002 4 2.55199770993e-002 1 5.65859236560e-003 4 7.56739278356e-003 4 1.81324970076e-003 4 2.71058844765e-002 4 1.29923360167e-003 4 9.75435246576e-003 4 1.92075361360e-001 4 2.59669981515e-003 4 1.94556384781e-002 4 4.14118148551e-002 4 5.29297430790e-002 4 3.58400962614e-004 1 9.91709930862e-002 2 1.49273674734e-002 4 2.02864025754e-002 4 5.84178478833e-003 1 1.01426358508e-001 4 1.28282780205e-003 4 3.89988818341e-002 4 1.40926541147e-004 4 2.53683108239e-002 4 1.00094563983e-002 4 2.60579214060e-003 4 3.87978373763e-002 2 1.58822823239e-003 4 3.37994689298e-004 4 4.38267054098e-002 2 3.53154937674e-004 2 3.84700920502e-002 1 3.91232747542e-002 4 2.30390361493e-003 4 3.38848650315e-001 1 4.67356429399e-002 1 1.19997061843e-001 4 1.32023868879e-002 4 2.34227432210e-004 1 3.86996477633e-003 4 9.05335797187e-003 4 2.13566138751e-003 4 3.98578076187e-003 4 2.02849727876e-003 4 1.08839426672e-002 2 2.11532357828e-002 4 1.27121489600e-002 4 1.27769973009e-003 1 4.42130299454e-001 1 1.59541385958e-002 4 5.82257541814e-003 4 6.83404713603e-002 4 2.31041033599e-002 4 4.25402456508e-004 1 4.22953796294e-003 4 6.09869108534e-002 4 5.42041912183e-002 4 2.88173558840e-005 4 2.34209365526e-003 4 4.87542733175e-002 4 1.91577671747e-002 4 7.63286259503e-004 4 2.30800000004e-004 4 3.79002642881e-003 4 8.94495448956e-002 1 7.45809749182e-002 1 1.41164496676e-002 4 1.48859349400e-002 4 5.02129658434e-002 4 3.33549066726e-002 4 5.17948910013e-002 4 2.40031678117e-003 4 2.66377851433e-003 4 4.49271128724e-003 4 1.28163255171e-002 4 2.07842451871e-003 4 2.72904495081e-002 4 4.41290395463e-002 4 4.61451153643e-003 4 4.08496835850e-003 4 1.71060605078e-001 2 7.79222848764e-003 4 4.54550975140e-003 4 8.33064103926e-002 2 9.54689725002e-003 4 9.97535436244e-003 4 6.51843130483e-002 4 1.73027540122e-002 2 7.32008634766e-003 4 1.30981599338e-002 4 6.70278467021e-002 4 6.32972783466e-002 4 1.76627918341e-002 4 1.78631499752e-002 4 6.23234893612e-003 4 1.18678646363e-002 4 3.44064659616e-004 2 1.87084532963e-002 2 9.98866924879e-003 4 5.84760669001e-003 4 1.53415774942e-004 4 5.30039903389e-002 2 5.00747126199e-002 4 1.86907463735e-004 4 5.72098764087e-002 4 3.12844133409e-002 1 3.04343602260e-002 4 1.57967374377e-002 4 2.27211641439e-004 4 2.45301614548e-003 4 1.19010138683e-003 4 1.18060654851e-002 4 5.26346032753e-003 4 4.99205985407e-003 4 4.15177041978e-003 4 1.44618880550e-002 4 8.47289851021e-002 4 3.29009096276e-003 4 3.15331238250e-002 4 3.38948651154e-002 2 3.11075747316e-003 4 7.09876799563e-003 2 7.17687049146e-003 4 1.08127730400e-002 1 8.77669304989e-003 4 1.25587711723e-002 4 4.21237466862e-003 4 1.57796361730e-002 4 7.50156368367e-003 4 4.51163285659e-003 4 8.65817380147e-002 4 2.77020007015e-002 4 1.08271409049e-002 4 3.66583278400e-004 4 7.10034335738e-002 4 9.21107236789e-003 4 1.69737855728e-002 1 1.19004008133e-002 4 3.24961366472e-003 4 3.58664058069e-002 4 1.54090881362e-003 4 1.99416893952e-002 4 9.38719687926e-003 4 5.05895397670e-003 4 8.08043599153e-003 1 1.24054457982e-003 4 4.73848402836e-004 2 3.02211782705e-001 2 9.86775675503e-003 2 5.44535173212e-003 4 7.57086248890e-002 4 1.27979033617e-003 2 7.29182657020e-003 4 8.53926497736e-004 4 1.64567311454e-004 4 1.10427417759e-002 4 4.57562076521e-003 4 7.29360800433e-003 4 1.88927450717e-002 4 9.80891752251e-002 1 2.96691359245e-002 4 9.59932992393e-004 4 1.43168386960e-002 4 2.62484513246e-002 4 2.62322352078e-003 4 1.05174833083e-002 4 4.98621866439e-002 2 3.63484703947e-004 4 3.30427367207e-003 4 6.60947213801e-002 1 2.78973262632e-003 1 2.65261451572e-002 4 2.88677793653e-002 4 4.63452483218e-003 4 1.63324462556e-002 4 3.59818394811e-003 4 9.17631305753e-004 4 7.32135831083e-001 2 2.11632600404e-002 4 3.68624320958e-004 4 3.50748074930e-002 4 2.46338994067e-004 2 7.57210176716e-003 4 1.74719213589e-002 1 9.16264886209e-003 4 4.57506367511e-002 4 2.67880369841e-002 1 1.18504458903e-002 4 1.18964727416e-002 4 8.01168526068e-002 2 7.83819686643e-003 1 4.80570431286e-003 4 4.16631782272e-003 4 2.77901811586e-002 4 3.18482291509e-004 1 1.85862828740e-003 4 3.12073538703e-002 4 5.51020827882e-002 2 1.01211656359e-002 2 9.87003912393e-003 4 6.76221021057e-002 2 1.79114408720e-001 1 1.30741634880e-002 4 3.39362185279e-002 4 8.94772687614e-003 4 5.56933118607e-003 1 9.19652270300e-003 4 8.26040348471e-002 4 5.58924754724e-002 1 2.10999386297e-002 4 4.20549509570e-004 2 7.59991319422e-003 4 1.61839955820e-003 4 4.24020215304e-003 4 1.59247076905e-003 4 2.39445075628e-002 4 9.35939914639e-003 4 2.36004744268e-002 4 1.85412168517e-003 1 4.54666021093e-003 3 4.28002173413e-003 4 6.49916119518e-002 4 4.39406368346e-002 2 1.66001077710e-002 4 1.44040272143e-004 4 9.76843416788e-003 4 1.52511364827e-002 4 5.66534063756e-003 4 2.61271740013e-002 4 2.58254770317e-002 4 5.01080264374e-003 3 6.28824125326e-003 4 1.28791158325e-002 4 2.13220663176e-002 4 1.54941827792e-004 4 1.97568757495e-002 4 6.41071678643e-003 4 1.02643212803e-003 2 5.94454500255e-003 4 1.23396953771e-003 2 1.86155789312e-003 4 1.58577804190e-002 4 7.47995049680e-003 4 8.45396055111e-004 4 1.91644304376e-003 4 2.76690463135e-003 2 7.02880567087e-003 4 1.14036255359e-002 4 7.92943741710e-003 4 1.58802684007e-002 4 5.43030562645e-002 4 1.82716163761e-003 4 9.87900299588e-003 4 3.43940698760e-002 4 1.05350777674e-002 4 9.67525174090e-003 4 1.73242943018e-002 4 1.27325170682e-002 4 1.62160343834e-002 4 3.42681677054e-002 4 2.23830739621e-004 1 5.65916017893e-001 2 3.20703507935e-004 4 3.93103972503e-002 4 3.93011219202e-002 2 9.21761558405e-003 4 4.84363600735e-003 4 2.13990681503e-003 4 1.57350722905e-004 4 1.56708864585e-002 4 4.09331573043e-003 4 2.12428841027e-003 4 4.26154578313e-002 1 7.15935070380e-003 4 2.74873355046e-002 4 4.61700608760e-002 4 1.92107451348e-002 2 1.68620871101e-003 4 1.94676338383e-003 4 5.08043132065e-001 4 6.59931954373e-003 4 1.86394522944e-002 4 1.73510527400e-002 4 1.92176976305e-002 4 3.08236824541e-004 4 6.49546262504e-002 4 7.66637816824e-003 4 9.81945041840e-002 4 1.41141246984e-003 1 1.81408136076e-002 4 1.92598255703e-003 4 8.99342602717e-003 4 5.97805854257e-003 4 7.68992693536e-003 4 5.32842818288e-003 4 6.65732795935e-003 4 1.36256847029e-003 4 3.57835847383e-001 1 8.81136316660e-003 4 1.14192162603e-004 2 1.21678989508e-002 4 8.27074208626e-004 2 7.89542380117e-004 1 1.62381075527e-002 4 9.40923222046e-003 4 3.16552207385e-004 4 2.40971513370e-003 3 3.02399033171e-002 4 1.32649376177e-003 4 4.24150963691e-004 1 7.91013163906e-003 4 2.68296121851e-003 4 3.30144648077e-003 4 6.37636070318e-003 4 7.32248530755e-003 4 3.87186182597e-004 1 2.20661414857e-002 4 5.64975454511e-003 4 1.84505093060e-001 4 1.53060495336e-002 4 2.84536440567e-002 4 1.81262962126e-002 4 1.01826460162e-002 4 1.02621990146e-001 4 1.90378570212e-004 2 1.07935861912e-002 4 7.86364639785e-004 4 1.74662175643e-003 4 1.60594458181e-004 1 1.36548548328e-002 4 4.38514155958e-003 4 5.43446589873e-001 1 1.94199746822e-003 4 1.31785093449e-003 4 4.67756273304e-001 3 2.89538615730e-004 1 6.50837153206e-005 4 2.80846310283e-004 4 8.19493136003e-005 2 4.23349548244e-004 1 1.84080935864e-002 4 1.33650896763e-002 4 1.06324832466e-004 4 1.12263393427e-002 4 1.27044967030e-002 4 4.65261267465e-002 4 4.55454852046e-002 4 1.82940118130e-001 1 8.87577681644e-003 1 1.68961400028e-002 4 2.34106709216e-003 4 6.73145600881e-005 4 1.25841178483e-002 4 9.42156234396e-004 4 1.40198934917e-002 4 2.82175949105e-002 4 2.60023101831e-002 1 1.95811414108e-001 1 2.37049231498e-002 4 4.99893665182e-003 4 4.43252269614e-002 4 6.68612369013e-004 1 2.12773072859e-003 4 1.07509397664e-001 4 5.52925654739e-003 4 1.56186200277e-002 4 1.30346563200e-002 4 1.62951553829e-001 2 7.92979428625e-004 4 1.84544682937e-004 4 1.64705966587e+000 1 1.76712808388e-002 4 1.59195814346e-001 4 5.43077898736e-003 4 3.45785654694e-002 4 4.76158175574e-002 4 1.05763379231e-002 4 7.10239674347e-003 4 2.63080118346e-002 4 7.13740499025e-001 1 3.38444606797e-003 2 1.07187667586e-003 4 1.76621319778e-003 4 3.00550702497e-003 4 1.12620315486e-002 4 3.95085279133e-003 4 9.54603962856e-002 4 4.64120955807e-003 4 2.51719895404e-002 4 3.95720921813e-003 4 1.55675857153e-003 4 1.42270337035e-003 4 1.68136759810e-004 4 5.75780270773e-004 1 1.39577252241e-003 4 2.63440505629e-004 2 1.98077413017e-002 4 4.55936783224e-002 4 1.34197085289e-003 4 4.94363819524e-002 4 3.12299031223e-002 4 7.51916393878e-003 4 1.40328807093e-003 4 1.26316101564e-002 4 3.60190067511e-002 4 1.44892643970e-001 4 2.76117870879e-002 4 4.60615723158e-003 4 8.76825703205e-003 4 1.24476833588e-003 1 1.71332983131e-002 4 2.84906755238e-003 4 5.95530729698e-003 4 1.26218882097e-002 4 2.51460795142e-003 4 1.32871335586e-002 4 7.46785993772e-003 4 9.61773656178e-003 4 9.36076522500e-003 4 2.86859216344e-004 4 2.97682075946e-003 2 7.31935126800e-004 4 2.73560311169e-002 4 1.33360736776e-002 4 1.13193573003e-002 4 6.12419568318e-003 4 6.31858100289e-002 4 2.01177193380e-001 2 2.30087990895e-002 4 7.48413083995e-002 2 8.18779567140e-002 4 6.84428195741e-003 2 1.30158035484e-003 4 1.47024915956e-001 1 6.94476538603e-002 4 3.56085605375e-003 4 5.21050585860e-003 3 1.27267088048e-003 4 1.72258049720e-002 4 1.35224239820e-003 4 2.20324440473e-003 4 3.48760734603e-004 4 9.51080327210e-003 3 2.22175326819e-002 2 1.54466272105e-001 4 3.80411934433e-004 2 2.87020556240e-002 4 6.48506934636e-003 4 1.10414625801e-002 4 2.41404953843e-003 3 1.84107647929e-003 4 6.43207276348e-002 2 6.64614160522e-003 4 3.46638013940e-003 4 2.00999138481e-002 4 2.08292593114e-002 4 1.18558244438e-002 4 6.21216083668e-003 4 2.35963327648e-002 4 3.38126551849e-002 4 1.78971869299e-004 1 5.09888355819e-003 4 8.16033043599e-003 4 4.04645363734e-002 4 7.53844992171e-002 2 1.81472149554e-002 4 5.62580632177e-003 4 1.99318571388e-003 4 1.01885145670e-002 4 2.77972940592e-002 2 1.05333541000e-002 2 1.30369677084e-001 1 5.87368032243e-003 4 2.68663393182e-001 2 1.01836351678e-002 4 1.65844937072e-003 4 2.77508971567e-003 4 3.09061871186e-003 4 1.53285344375e-003 4 8.92635578447e-002 4 1.00412564775e-002 4 1.30624253629e+000 1 5.92189446035e-004 4 1.65765801936e-002 4 3.88411946701e-002 4 7.48422423896e-003 4 1.37543856642e-003 1 2.63137773133e-003 4 1.56569655106e-003 4 6.76667010665e-003 4 4.95270356323e-001 1 1.17358804613e-002 4 1.31819010397e-001 2 2.58039090768e-003 4 1.35549866574e-001 2 5.74040068300e-004 1 1.14457818024e-001 1 2.35301551209e-004 4 1.45564798090e-001 4 8.91337107764e-002 1 1.24196601721e-002 4 3.78853874543e-001 4 3.94439310925e-004 4 7.60759335994e-002 2 3.90771966752e-004 4 7.32117826384e-003 4 5.50073460441e-003 4 6.81219182730e-003 4 5.90309005168e-003 4 8.02204656709e-003 4 1.83355429131e-003 4 2.34412239677e-002 4 1.35403594928e-003 2 9.69508012714e-003 4 5.16638606767e-004 4 6.05916858987e-004 4 5.29230424656e-003 4 2.11380348671e-002 4 3.88132437634e-003 4 4.00309336767e-002 4 1.80931727465e-004 1 2.04695896395e-004 1 2.40297241633e-003 1 3.82238736226e-002 4 8.95633350891e-003 4 4.78609971834e-003 4 2.91324715739e-004 1 9.53421963894e-002 4 6.41340287178e-003 4 9.05506215579e-004 4 1.65858046686e-002 1 2.20145808334e-002 3 2.05562927104e-003 4 4.34330109460e-003 4 1.14200375871e-002 4 5.88526924417e-002 4 2.19624684160e-001 2 1.84512631849e-002 4 4.32677362482e-004 1 2.45107381007e-002 4 3.13575673711e-002 4 1.57088057148e-003 4 7.72284047429e-003 2 7.71874102577e-002 1 5.87081220365e-003 4 8.66734927908e-003 4 3.90263768194e-002 4 8.44912102755e-003 2 1.06735136250e-002 4 2.21025527378e-003 4 2.07317120296e-003 4 4.52459419847e-003 4 3.63159870614e-002 4 1.14787046907e-002 4 5.21508063221e-004 1 7.67947354096e-003 4 1.55873516458e-002 4 7.08343585659e-003 2 1.73968261422e-002 4 1.22660819844e-002 4 2.07536526595e+000 1 2.78652274341e-004 4 1.02393317168e-001 4 6.06416904509e-002 4 2.32830841815e-003 4 2.03445023722e-002 4 5.61381814661e-002 4 6.16594136228e-003 4 1.18427370028e-002 4 4.03360798230e-001 2 5.31141326710e-002 4 2.53224840804e-004 2 6.08259422495e-003 4 7.58343973728e-003 4 8.92199401711e-003 4 3.13493483716e-002 4 2.11276903626e-004 2 2.89377056039e-002 4 3.47438836886e-002 2 3.98632482607e-003 4 6.24332778996e-003 4 5.25907468851e-003 4 5.39515146765e-003 4 1.56828131589e-001 1 8.46769761181e-002 2 1.02854401948e-003 4 1.03299446369e-001 1 2.08867201323e-002 4 1.96185403448e-003 1 1.85552086253e-003 4 4.39447324374e-003 4 1.42214326371e-002 4 8.16523534767e-003 4 4.71669113017e-003 4 2.20551147981e-002 1 6.62336084466e-003 4 7.11132455456e-002 4 1.02424845711e-002 4 5.88212395358e-002 2 6.29086981531e-002 1 2.28424459010e-002 4 1.90683723234e-003 4 5.99799547322e-003 4 2.47777208395e-003 4 8.07985492933e-002 4 3.12778084277e-004 4 7.21309049493e-003 1 1.25746686994e-002 4 1.36861423129e-002 4 2.59070210737e-003 4 9.24448916859e-003 4 2.25266104977e-002 2 2.74525120476e-002 4 7.00134976137e-002 4 7.21620309178e-003 1 2.97601075263e-004 4 3.77298433376e-002 4 2.41894736196e-003 4 1.84700280457e-003 2 3.50904926548e-001 2 1.69634499920e-001 4 9.87295370154e-003 4 4.81081054239e-003 4 6.59592977118e-003 1 3.58032012261e-003 1 2.09297536780e-002 2 4.70665327788e-003 4 4.67666821597e-003 4 1.97636745623e-003 4 7.66403391047e-003 4 2.19884240553e-002 2 7.43269130274e-005 4 1.99074662410e-002 4 1.86819184800e-002 4 1.80450829314e-003 4 2.35164334944e-003 4 1.04426416314e-003 4 2.66019430846e-001 4 1.52969719583e-002 1 6.66781705144e-003 2 5.08146917733e-004 1 3.64861793290e-003 1 1.08764256420e-003 4 1.11362462230e-001 2 2.69451650833e-002 4 7.11120153152e-002 1 4.66508522415e-002 4 1.96849843946e-002 4 7.93521067926e-002 4 3.80589647651e-003 4 1.80620358408e-002 2 1.02809570489e-001 4 5.75543059865e-003 4 1.09915103609e-004 4 2.25407578853e-001 1 2.07347661978e-003 4 3.03493416403e-003 4 3.01820272514e-003 4 7.89263807743e-003 4 2.35663161697e-003 1 6.25766374422e-004 1 1.00808646078e-001 4 1.55743829270e-002 4 5.98714437468e-003 4 1.30220909214e-002 4 4.76149151567e-003 4 4.66106532885e-004 4 3.48501735577e-003 4 1.21258665704e-001 4 1.29872187331e-002 4 3.53154704828e-003 4 3.94762287655e-002 4 4.59372320562e-002 4 3.30024020328e-002 1 6.03319699660e-004 1 1.91715050172e-002 4 1.66549750500e-003 4 4.11504026363e-002 4 2.71815261260e-003 4 1.67401232421e-002 4 4.18256611306e-002 4 9.53591825684e-004 4 7.02812622606e-002 2 1.65224332354e-004 4 1.45372189700e-002 4 1.43020349832e-002 4 4.95433522512e-002 4 5.62607267652e-002 4 2.12819999061e-002 4 5.44295002249e-002 4 1.94667956274e-003 4 1.23184776152e-002 4 1.56181010113e-003 4 1.67283092349e-002 4 6.14239202080e-004 4 2.40270489969e-002 4 9.11862582788e-003 2 2.64421191656e-003 4 3.16411936272e-004 4 6.08260237077e-003 4 1.55305911742e-002 4 4.57902675467e-003 4 8.45047331041e-003 4 1.94423411792e-002 4 5.97391554507e-003 4 5.96986506535e-002 4 2.91588421757e-003 3 1.30306677047e-002 4 1.87242425996e-002 4 3.73932961925e-002 4 1.37840610493e-002 4 5.77718894014e-003 4 7.37650327122e-002 4 5.62711824135e-003 4 1.66148336692e-002 2 2.14700126055e-003 4 1.80734643278e-002 4 5.46253735477e-003 4 2.59099658864e-003 4 2.52351402569e-003 4 3.95280606613e-002 4 1.88184727702e-002 4 7.88999999983e-005 4 2.31452046864e-004 2 2.87228833295e-002 4 1.34067267326e-003 4 5.97247594870e-003 4 9.29615295991e-003 4 5.32111141138e-002 4 9.45332953275e-003 4 8.42027143384e-002 4 2.79042197705e-003 1 3.08166557763e-001 1 1.19600491091e-002 4 8.66714850571e-003 4 5.28479711279e-002 4 8.55080113214e-005 2 2.41870275592e-001 2 1.35528434985e-001 4 1.48907933103e-001 2 1.51098329768e-002 4 9.49917840962e-003 4 1.93585755290e-002 4 2.72528970938e-004 2 4.77758265236e-004 1 2.06044660467e-002 4 2.31620451863e-002 4 1.23666168077e-001 4 2.25188255689e-003 4 1.50499960997e-002 4 9.59619786284e-002 4 4.84647175106e-003 4 1.85963826867e-003 4 2.53678741678e-002 4 5.00232534043e-003 4 1.55678020547e-003 4 1.68056289622e-001 4 3.00110369364e-003 4 1.14009262960e-002 4 4.52683725906e-003 4 1.03305044180e-002 1 2.10410097087e-002 4 4.36997768872e-004 1 3.06644456485e-003 1 2.56355534358e-004 1 5.18086713653e-003 1 7.61817754821e-003 4 1.47746582716e-001 4 4.86226709883e-003 2 2.59671061154e-004 1 2.94973647581e-001 4 6.80256880534e-002 4 4.33531219921e-002 4 1.66984207149e-003 1 2.57270997148e-002 4 1.60571648355e-002 2 5.91099323551e-002 4 5.91616461585e-003 4 7.82247753477e-003 4 6.45135334694e-003 4 1.22460835499e-002 4 8.70647820733e-003 4 8.95069313197e-004 1 2.29455122637e-003 4 9.95974176367e-004 1 3.94336211388e-003 4 8.76419431825e-002 4 5.59337084676e-001 1 2.13809338893e-003 4 1.62813050929e-003 4 4.72008835170e-002 4 5.27925797155e-003 4 1.05501455779e-002 2 4.17018776039e-002 2 6.61959122520e-003 4 4.62490745852e-004 1 1.42825940084e-001 2 3.06992472624e-002 4 5.26961509394e-003 4 3.16375800714e-002 2 7.61524299723e-003 4 7.24704780981e-003 4 2.35907957804e-003 4 4.49561539843e-003 4 4.39239415453e-002 2 9.92317577085e-003 4 1.45832347233e-002 4 3.62360657464e-003 4 5.59504831327e-002 1 2.92601588039e-003 1 1.93604769325e-003 4 2.31289091104e-002 3 1.10526393625e-001 2 6.76797572190e-002 2 9.55916324791e-004 4 5.06741147727e-003 4 1.59131111628e-002 4 2.14963625405e-002 1 1.41327476029e-002 4 6.26699848854e-003 2 8.69975868419e-003 4 2.29921720713e-003 4 1.38307624522e-002 2 9.11230519644e-003 4 1.27009865616e-002 4 1.77414435398e-002 4 2.53217396717e-003 4 7.61609167193e-003 4 3.31912868819e-003 4 6.11931655930e-002 1 1.90534007737e-003 4 1.15056160203e-004 4 1.27443292702e-001 1 2.42596001616e-004 2 2.85299560638e-003 4 9.38776854690e-003 4 2.25685822775e-002 4 5.86264711181e-003 4 1.51417039991e-004 4 4.85213089987e-001 4 1.78810094785e-004 1 1.07018852055e-001 4 8.26414397757e-003 4 1.70205553113e-002 4 1.33198736127e-002 1 6.15027678109e-003 4 1.01748452614e-002 4 3.45300885499e-002 4 1.54782993198e-002 4 5.24747390705e-002 4 5.33228900199e-004 4 3.47209285889e-003 4 4.63977647646e-002 4 3.28694073977e-003 4 1.22842644875e-003 2 6.62964035385e-003 4 1.81687830722e-002 4 1.17990690837e-001 4 1.32762770532e-002 4 9.93413153983e-002 4 2.60625117404e-002 4 8.07016966337e-002 4 4.76864266888e-002 4 7.65267125850e-002 4 4.19660496354e-003 4 3.27518956171e-002 4 2.85235858370e-003 4 4.07493690911e-003 4 1.41262734297e-002 4 1.16980014043e-002 2 5.08846086749e-004 1 7.45607721511e-003 4 1.22366675611e-003 4 1.92455675191e-003 4 1.79287980640e-004 1 4.29562840339e-003 4 5.80448609988e-003 4 8.91986817912e-002 2 1.76169959742e-002 2 4.49181477852e-005 4 1.65345811561e-002 4 9.40590771013e-003 4 1.25258108825e-002 2 1.13813521423e-002 4 1.30088197349e-001 4 1.06488489281e-002 4 4.32928086876e-001 2 4.22890700178e-002 4 6.40116765878e-002 4 1.28131177554e-002 4 2.32855556301e-003 4 3.65715154758e-003 1 1.44427599198e-001 1 1.84159357473e-002 4 1.07265617461e-003 1 5.48564216626e-003 4 8.32013089734e-003 4 3.29750747068e-002 4 4.50148226476e-003 4 1.49810431839e-002 4 2.66324723975e-003 4 6.45571001384e-003 4 9.95386636375e-002 4 1.50511421621e-002 4 1.76238730135e-004 1 9.78413250023e-003 4 5.84287040292e-002 2 9.79937908870e-002 1 3.58388654641e-002 4 2.71280255712e-002 1 4.25871715899e-003 3 8.83367158188e-003 2 6.70725506562e-003 4 3.05106033395e-003 4 3.33346483893e-002 4 2.31899841240e-002 4 2.18137724433e-002 4 3.41187572386e-002 4 1.26877342342e-004 4 3.67779988337e-002 2 5.90562875230e-003 4 1.11107827952e-002 4 8.36238820545e-003 4 1.21160874997e-002 4 1.14844158160e-002 4 6.28931384490e-002 1 3.48633333569e-002 1 5.44310629879e-003 4 5.06360935519e-002 4 1.81280237856e-003 4 8.07915531273e-002 4 4.69863250914e-002 2 6.34101586911e-003 4 1.01183657256e-002 4 4.80810596868e-002 4 1.76050106500e-004 4 4.67258089490e-003 4 2.74162760514e-002 4 1.70593782763e-002 4 1.22869256009e-001 4 2.88684812840e-001 1 7.22293540149e-002 2 1.93482115021e-002 4 6.62804577972e-004 1 1.14509757576e-001 4 5.59067746753e-002 4 4.95352200284e-002 4 1.48138921823e-003 2 7.34290441401e-002 1 1.08582446512e-001 2 1.07638840215e-001 1 1.38378681162e-003 1 1.17889666136e-001 1 9.39919760191e-002 1 1.63468045541e-002 3 2.72852453218e-002 4 5.89642103309e-004 1 1.34166187055e-002 4 7.73726631314e-004 4 9.41004724712e-003 4 3.01320568477e-002 1 6.15149518954e-002 4 2.17684823591e-002 3 1.53284384111e-002 4 3.28864789844e-004 4 6.72709662496e-004 2 3.33425984525e-003 4 1.34375912277e-003 4 2.11796959563e-002 4 7.18073324184e-003 4 1.37402754339e-003 1 1.22522920725e-002 4 8.25853366428e-003 4 7.03382875509e-003 4 4.00614614610e-002 4 6.42196436519e-002 4 3.77589288116e-003 4 5.16773540758e-003 4 1.45180637827e-003 4 1.54902614566e-004 4 8.44654905763e-003 4 6.43555712939e-002 4 3.91108311972e-002 4 2.50922688771e-003 4 1.96691976019e-001 4 9.93406764633e-005 4 4.87575169384e-003 4 5.43740737062e-002 4 3.22955693529e-003 1 5.22347617042e-003 4 1.21278928359e-002 2 4.93346846111e-002 4 9.38332065422e-003 4 2.78523164821e-003 4 6.74577004035e-001 1 5.99856624540e-004 4 2.76964162325e-002 4 1.49380463462e-001 1 5.99793818986e-003 4 2.15495899033e-003 4 5.29640056100e-003 4 4.34264199809e-003 4 2.48049850769e-003 4 6.89012724465e-003 4 4.00701083307e-002 4 5.28227293639e-003 2 1.89624312796e-004 4 1.66593137143e-003 4 9.18922451301e-004 4 7.91815982813e-002 4 4.26805958609e-002 4 6.85613593761e-005 4 3.35645547977e-001 1 2.70166441783e-001 2 1.03809929594e-001 4 2.92587951538e-002 4 5.62115539442e-002 4 4.42934983899e-003 4 1.66864307697e-002 4 4.27191849143e-003 4 9.78023720367e-003 2 1.44333794794e+000 1 1.03958892672e-002 4 3.61743851508e-002 4 3.04389269749e-002 4 8.31383925956e-004 4 5.08081185524e-004 2 1.85487900359e-002 4 2.52038826573e-002 4 1.36491249536e-003 4 1.41707755207e-002 4 8.87363827689e-003 3 1.35919713658e-001 1 1.96504300209e-004 4 1.70656476429e-002 4 1.52611615424e-002 4 2.11546785369e-003 4 8.47076199732e-002 1 5.86626730746e-003 4 3.64691659456e-003 4 9.69299499644e-004 4 4.50298977651e-003 4 9.86029513559e-004 4 1.82741864776e-002 2 6.43967883167e-002 1 1.11583195517e-002 4 3.17678907355e-003 4 6.04333624499e-003 4 4.60885940336e-004 1 9.76002686902e-002 4 2.54364330243e-003 4 2.28639608555e-003 4 5.84312352831e-003 4 4.11903143962e-004 2 4.11826391369e-002 2 3.28488080623e-003 4 3.21343457729e-003 4 7.61413453687e-003 4 3.24409873692e-002 4 2.49795582427e-003 4 1.49377856777e-002 4 4.37942431851e-002 4 5.74511436755e-003 4 4.65895894291e-002 1 4.80789694897e-003 4 2.57235199325e-002 4 4.58402334383e-003 1 8.86072470051e-003 4 7.61840712120e-003 4 6.61838946406e-003 4 2.17412176551e-003 4 9.83954408237e-003 4 8.08744096528e-002 2 6.66059525534e-003 1 5.15629615300e-002 4 1.47551514657e-002 4 1.88779287938e-002 4 4.44315484758e-004 4 2.00819827706e-003 4 1.78722733011e-002 4 1.25460284584e-002 4 1.85141464798e-002 2 8.77391439939e-003 2 1.71023688296e-002 4 5.09892233707e-004 1 6.64703898841e-003 1 6.33493652379e-003 4 7.04977347283e-003 4 1.44511052173e-003 4 4.10154917729e-002 2 4.73407772544e-002 4 8.06780698530e-002 1 9.09861722005e-003 4 8.11494224222e-003 4 2.13129832407e-002 4 4.29769951345e-003 4 1.69854012882e-003 2 3.71264250910e-003 4 1.56688648919e-002 4 2.26008161809e-002 4 9.28174770017e-002 2 4.14935128961e-001 1 8.18129590846e-003 4 1.61383321725e-002 4 1.74940961472e-004 1 2.62097931415e-003 4 2.53031684642e-002 4 6.27194466271e-001 4 4.67810833400e-001 3 2.14197852468e-004 2 1.58483797845e-002 4 1.54219633054e-001 2 5.15618216120e-002 2 1.71446745377e-003 1 6.81129557668e-002 4 7.79770936970e-003 4 4.51902772645e-001 1 2.45871191938e-002 4 1.86623538767e-001 4 4.45513020410e-001 2 5.97480746912e-003 4 1.92153015467e-002 2 4.49172992839e-002 4 8.54885651716e-004 1 3.33126749601e-003 4 3.00840705361e-004 4 6.00469301297e-003 4 1.41504946909e-004 4 4.46931667783e-003 4 4.66248639597e-003 4 7.42748366070e-003 4 5.37994528256e-002 4 3.87212604815e-003 4 2.13569386074e-002 4 5.73888360218e-004 1 9.92738192537e-003 4 3.12668992464e-002 1 1.88965908289e-003 4 3.03668879703e-003 4 4.45393271413e-002 4 3.18790983875e-003 4 3.43430046377e-003 4 1.76361612405e-002 4 9.93363863091e-003 1 1.38038426820e-002 4 6.70513510975e-003 4 1.59278205779e-002 4 1.04293949601e-002 4 2.35533732292e-002 4 2.76330761954e-004 2 2.84176910727e-001 1 1.80741973702e-002 4 6.13466538838e-004 1 2.30910186906e-002 4 5.72979797796e-003 4 2.34978097916e-003 4 1.79982061477e-002 4 9.98790273294e-004 1 6.81184357493e-002 2 2.26775406669e-002 4 1.54172883204e-001 2 7.07296059923e-003 4 3.07477810365e-002 4 6.77630223650e-004 1 9.18937866358e-003 4 6.23419106169e-003 2 8.79163221478e-004 4 3.84762552552e-001 1 1.09150191409e-002 4 4.07253379385e-003 4 7.40081433582e-004 4 3.88145235845e-003 3 1.44111191793e-003 4 1.94507553039e-003 4 4.47249656984e-002 4 1.03981333503e-002 4 6.98516360952e-004 1 6.38436034299e-003 4 4.02994773585e-003 4 1.67157016850e-003 4 2.88734968440e-003 1 1.03846162140e-003 4 1.60568131016e-001 4 6.75150647325e-001 1 1.53422032318e-004 1 2.51590726131e-002 4 3.07783429881e-002 1 1.24108867361e-002 4 5.09125931213e-003 4 2.04728038383e-003 4 1.17857390042e-001 1 5.31503989221e-002 2 3.23966107150e-002 4 1.12346129136e-001 4 2.13280898976e-002 4 8.43926127554e-002 4 1.29031689906e-003 2 8.71131256455e-003 4 9.90972249876e-005 4 1.84268806045e-001 1 3.36668382834e-004 2 3.85473283770e-003 4 5.32801626907e-002 4 3.15658269469e-002 4 4.10083162305e-004 2 5.74701366713e-003 4 9.74073740958e-004 1 1.52339072467e-003 4 3.78688303147e-002 4 7.12486222781e-002 4 1.89739577330e-002 4 5.11292784165e-003 4 2.81279759774e-003 1 1.53161766117e-003 1 4.19069970887e-003 4 4.30419494450e-003 4 8.15345264216e-003 1 9.05494728532e-003 4 9.28804008472e-003 1 1.85131257761e-003 4 3.60145498537e-002 4 1.09076386456e-002 4 1.23329360412e-001 2 1.09567410157e-002 4 4.88478716108e-003 4 1.88021089414e-001 4 3.45143125384e-003 2 1.45175676446e-003 4 3.25242031188e-002 4 1.54249027549e-003 4 1.63794543164e-002 4 1.56891468719e-002 4 1.57675105831e-002 4 2.65971189606e-003 4 1.44854480542e-002 4 1.36507778256e-002 4 2.78969270352e-002 4 1.35519296795e-002 4 5.50534863585e-004 1 1.07058873990e-003 4 1.62405049180e-004 1 1.32919056268e-002 4 4.63386467141e-002 4 1.11343682478e+000 2 1.56080179863e-003 4 2.45662142889e-002 4 2.28841424548e-001 1 1.51756029324e-002 4 2.19039892257e-003 2 4.22392909496e-004 2 3.40041007379e-002 4 5.30390024924e-002 2 4.55601928113e-003 4 1.49547796577e-002 4 7.57534467359e-002 4 1.83916723973e-002 4 1.37597442563e-003 1 2.67921331731e-004 2 1.20737140102e-003 4 8.49976210055e-003 1 2.66092408760e-003 4 1.74843998062e-003 4 5.74697508749e-003 4 8.77921086359e-003 4 1.70235325503e-003 4 3.35054824248e-002 4 4.98483430014e-004 1 4.89996244889e-004 1 3.41657019930e-003 4 4.57053537811e-003 4 2.31417701966e-002 4 4.19914622277e-004 2 8.05041112123e-003 4 1.02805410438e-001 4 1.42741194910e-002 4 5.03945688340e-003 4 3.67407828409e-002 1 5.62590842887e-002 4 2.34878171196e-002 4 5.46205563255e-003 4 5.32659169483e-002 4 5.07732510029e-002 4 1.58991204058e-001 4 1.06802435623e-001 1 2.06393489831e-002 4 5.20672235800e-003 4 2.13844138906e-002 3 1.70542059279e-002 4 2.87970155318e-002 2 2.13522254570e-002 1 5.50226544251e-004 1 1.88284282293e-002 4 5.83649600609e-002 4 4.06776134827e-002 4 8.23829018543e-003 4 5.61950608014e-003 4 4.07127850079e-002 4 1.42233350724e-001 4 1.36380496110e-002 4 1.08804853186e-002 4 3.81436069732e-003 4 3.85206930659e-003 4 4.09534229674e-003 4 2.38460604714e-004 2 9.27009906610e-003 4 8.10251927655e-002 4 1.52789460851e-002 2 4.04952971302e-003 1 1.33920932588e-002 4 3.75891595147e-003 3 2.01121257680e-002 4 8.34275417461e-003 4 6.08736946226e-003 4 5.42152309965e-003 4 3.20387080419e-003 4 3.95415984072e-002 4 5.06481108424e-003 1 5.46363239797e-003 4 5.90160748393e-003 4 5.20009632602e-003 4 1.96882851486e-003 4 1.13699810247e-001 1 2.70631750724e-003 1 5.14104599506e-003 4 4.53610943366e-002 4 2.24866111256e-002 4 8.41185654129e-003 4 3.97141818376e-002 4 2.35941922565e-001 4 9.14772157535e-003 4 1.06607592561e-002 4 4.04278526761e-003 4 5.24470208937e-005 4 2.11209907584e-002 4 2.11304756210e-004 1 3.21701973879e-004 4 2.74561739367e-002 4 2.76550818907e-002 4 5.88957756804e-003 4 5.56987701843e-004 1 1.42012969541e-002 4 2.61330690893e-004 2 9.01941695566e-003 4 1.51620993764e-003 4 7.73392814245e-003 4 1.99416104516e-002 4 1.71093559124e-002 4 5.62471442674e-002 4 1.75464555110e-003 4 6.00694833089e-003 4 8.10754416528e-003 4 7.81610202128e-003 4 1.20065368849e-001 2 7.68853771275e-002 4 1.04789857170e-001 1 1.98883493965e-002 4 1.32980754431e-003 4 1.34436997828e-002 1 1.93773211799e-002 2 2.05899441474e-004 1 3.13307244505e-004 4 5.73591133123e-003 2 2.70112578107e-002 4 6.65932978668e-003 4 6.16585728024e-004 4 1.44964055490e-002 4 3.49641373409e-004 1 4.42878105227e-004 2 5.01384968652e-003 4 2.27212560500e-002 4 5.74377442723e-002 4 4.30002527085e-003 4 4.91974938609e-003 4 4.30053330872e-003 4 1.90805896134e-004 4 6.07635009508e-001 1 2.45604462223e-002 4 9.78448261282e-005 2 3.48544723613e-002 1 1.15091915346e-002 4 3.74362390159e-002 4 6.47173026707e-003 4 1.13102386323e-002 4 3.15708277223e-002 4 3.95246277660e-004 1 2.11653136051e-004 1 1.59710623629e-003 4 3.21152897133e-002 2 3.20087878554e-004 4 3.73326075716e-001 4 1.46684140247e-003 4 6.27934574701e-002 1 2.22766580396e-003 4 4.34666868769e-003 4 8.84798543821e-003 4 2.66811424298e-002 4 8.04634000542e-002 4 3.84410752321e-003 4 4.67211943651e-003 4 4.21487196573e-002 2 3.06851819318e-003 1 1.50641781384e-002 4 7.70619420199e-003 4 9.24680896999e-004 4 4.02299614133e-002 4 3.10253778049e-003 4 3.60125034331e-001 2 8.03640155086e-003 2 1.71688817354e-004 4 1.00117163863e-003 4 3.06501676236e-003 4 3.36516912846e-002 4 1.42485425296e-002 2 3.01093084486e-002 4 5.30955362517e-003 4 6.84169583581e-002 4 4.36784188473e-003 4 1.60675182316e-002 4 2.34157319802e-002 4 6.02544734439e-003 4 1.05751215967e-002 2 1.48365148677e-002 4 3.00872569217e-001 2 1.59713618903e-002 4 2.85024832566e-002 4 6.69963961022e-003 4 4.55810308023e-003 4 1.94357660006e-004 1 2.28653213961e-002 4 8.62335797843e-002 4 3.38494018271e-003 4 2.23147055703e-002 4 2.50760324214e-003 4 8.62815072894e-004 2 5.96571249060e-001 2 3.67936345486e-002 4 1.15567358852e-002 3 2.66233198531e-003 4 5.28844952245e-003 4 8.94996655770e-003 2 3.39734066587e-003 4 5.55593671236e-002 4 1.23628302674e+000 1 4.49895237806e-003 4 2.05497224165e-002 4 5.84198786823e-002 4 7.78231830177e-003 4 3.31602903376e-002 2 1.04148091696e-002 2 4.23213279975e-003 4 1.32039103299e-003 4 3.89699371316e-004 1 2.57830685603e-003 4 1.73410895750e-003 4 2.01790595369e-002 4 3.84275165789e-002 1 6.92041579113e-003 2 1.40771319912e-001 4 1.50475663848e-002 1 1.49940533804e-003 4 9.39838108516e-003 4 5.84839211223e-003 4 4.74877451549e-002 2 1.14268108820e-003 4 1.52687253198e-002 4 1.85618030778e-002 4 3.58849990280e-001 4 3.55299867875e-003 4 2.85903049858e-003 4 1.28147727258e-004 1 3.53308552542e-003 4 1.80122754894e-002 2 1.66040827811e-003 4 1.49515847323e-002 4 4.79883035268e-003 4 1.22052140289e-002 4 8.62265872802e-003 4 1.88997397515e-002 4 8.21562866439e-002 4 1.91420331742e-003 4 8.69825466314e-003 4 1.36680084714e-002 4 7.31391682954e-002 4 3.90340442504e-003 3 8.87240400733e-002 4 1.90991571610e-002 4 3.47735403677e-003 4 9.91964425979e-003 4 3.84729220608e-003 4 2.75747817270e-001 2 3.36615700757e-004 1 8.54414013971e-003 4 5.58574256469e-004 1 2.86192015975e-002 2 7.58557363662e-004 1 6.12490458780e-003 4 1.19882867177e-001 4 6.90613349988e-002 2 1.79282598834e-003 4 1.03701265440e-002 2 8.95336319492e-003 4 2.29823581459e-002 4 2.46472040405e-003 4 1.26353164693e-003 4 2.53186550228e-002 4 4.18990904078e-003 4 6.58134484727e-004 1 4.87460117963e-003 4 3.21172566050e-001 4 2.36949375968e-003 4 9.98462217851e-003 1 1.52278254071e-001 2 3.10142774143e-002 4 2.24511790661e-002 4 2.50191004828e-002 2 2.91484252622e-002 4 5.03099875814e-003 4 7.96186261319e-003 4 2.20310008861e-004 2 2.88505667623e-002 4 3.73255127287e-002 4 8.55514315094e-003 4 4.17696325029e-002 4 1.40608728651e-001 1 2.51841615377e-003 4 4.47036204501e-003 2 6.53916409100e-003 4 6.56142942687e-002 4 3.86656359061e-004 4 2.41968250202e-002 4 4.03056205600e-002 4 1.72420643995e-003 4 3.28427197712e-002 4 8.84316445522e-003 4 2.26841046770e-003 4 6.03653135328e-002 4 1.66566090805e-002 4 1.13850595953e-002 4 2.73288218736e-003 4 5.78840592445e-002 4 1.13053727924e-003 1 3.92318260717e-003 4 3.84469764752e-005 4 7.62420840462e-003 4 1.79623328528e-003 4 2.30623998044e-003 2 1.95098188613e-003 4 3.38902509058e-002 2 1.04401388869e-004 4 1.33094921965e-003 4 2.18894199557e-003 4 6.47079863413e-003 4 4.69431156411e-003 4 8.91660529996e-003 4 2.98476946489e-003 4 2.04402079245e-004 2 1.26545162352e-002 4 8.94183543794e-004 1 2.70354918468e-002 4 7.11951160120e-003 4 6.68344104900e-003 1 6.52396595313e-003 4 9.32712587032e-004 1 2.99666911254e-003 4 2.07265064346e-003 2 6.49939087151e-002 4 3.44309634570e-003 4 8.17095627993e-004 2 1.57497564245e-001 2 8.87838135268e-004 2 2.47763264630e-003 4 8.23907009847e-002 4 2.28384256025e-003 4 2.76388143395e-002 4 5.25295616296e-003 4 2.48297419236e-003 2 2.35303317947e-003 4 8.91420085313e-003 4 2.29844323525e-002 4 3.19813711395e-004 4 1.32876797389e-002 4 1.72870174620e-002 4 3.78012693152e-002 2 1.30689764526e-002 4 1.45924421534e-003 4 1.81809890136e-002 2 1.35414763619e-001 2 8.53420589091e-002 4 1.10435675091e-001 1 1.39718390793e-002 4 8.11759418617e-003 4 2.53802625127e-002 4 1.55350968234e-003 4 5.14058770648e-003 4 2.74898510727e-003 4 7.58483711101e-004 1 1.49815377350e-003 4 3.29246898240e-004 1 1.54843057563e-002 4 1.11890913340e-001 4 7.66178271138e-004 4 1.78256857702e-002 4 8.69524933518e-003 4 8.94514022820e-003 2 3.49772080218e-003 4 9.33433134599e-003 4 1.12585457827e-001 4 1.35904758063e-002 4 8.34766898387e-004 4 1.75647130991e-003 4 1.57753670344e-002 4 1.17502098699e-002 4 5.64614151431e-004 4 2.26851491730e-003 4 5.95862284449e-003 4 3.33145763882e-004 2 2.41207732049e-004 4 2.70852817313e-003 4 1.71788020827e-003 4 4.42240615312e-003 4 3.91032613701e-002 4 2.70340638824e-003 1 1.90729897606e-002 4 6.27175016708e-003 4 5.46588068047e-003 1 6.65145928582e-003 4 1.27863268990e-002 4 9.27543055265e-003 1 1.28750171262e-003 1 9.12960398164e-002 1 1.24399972409e-002 4 2.36008474419e-004 1 1.04933550389e-004 4 2.26323569267e-002 4 2.91704465513e-003 4 1.58365972190e-002 4 7.94653287454e-002 1 1.00851467779e-002 4 5.55971995158e-003 4 1.04007912058e-001 1 5.23274960639e-003 4 3.24467573891e-003 1 1.40129735714e-001 2 3.14451197068e-003 4 1.13360821984e-002 4 5.27083602951e-003 4 4.02550054699e-003 4 3.56910461223e-003 4 6.09192907105e-001 1 2.43384804142e-002 4 4.24112495840e-003 4 8.21179320580e-003 1 9.14346482469e-004 1 1.20287345442e-002 4 1.36402113644e-002 4 7.32247923621e-003 4 1.45715818337e-002 4 6.83921756495e-003 4 3.60546363173e-004 4 1.34983902734e-002 4 4.27934014189e-003 4 1.55954993449e-002 4 3.20165009019e-003 4 2.52540095839e-004 1 7.58153051230e-003 4 4.68760790245e-002 4 8.58841601688e-003 4 5.72489288551e-002 1 8.98920457751e-003 4 1.87125454453e-002 4 3.34686237409e-003 1 2.41732256954e-002 4 3.94858810664e-003 4 2.56870149204e-003 4 1.26429581612e-001 4 1.59829661851e-001 4 7.58411568481e-004 4 1.68026000164e-002 4 6.40252001012e-003 4 7.85966615068e-004 2 2.57581112230e-001 4 5.30597442123e-002 4 1.19019386786e-003 4 1.81941072878e-003 4 2.01371398170e-004 4 2.12076227318e-002 4 3.39917708780e-001 1 2.02599210274e-004 2 2.07264722163e-002 4 4.28216403646e-002 4 2.25810980247e-003 4 5.32954077837e-003 4 5.47190599759e-003 4 1.58143120622e-003 4 1.13638461789e-004 2 6.03679254618e-003 4 1.96492554872e-002 1 6.79062304274e-002 1 5.94847484487e-003 4 1.32527171846e-002 4 1.87045822586e-001 1 1.08884324999e-002 2 7.61320383311e-002 1 1.04618359049e-002 4 2.17012313469e-002 4 1.58172417345e-002 4 2.08128491346e-001 1 6.33452025152e-003 4 3.38969636177e-002 4 4.40910219385e-002 4 2.90684643527e-003 4 4.82514857272e-002 1 1.33076502119e-002 2 9.74356767681e-003 4 1.03644432697e-002 1 9.74937070552e-003 1 3.14327497048e-003 4 1.93172309028e-002 4 6.76990701559e-004 1 3.49253581513e-003 1 6.48980796733e-002 1 1.30269551699e-003 4 5.43736463137e-003 4 2.47498672326e-001 2 3.26463953630e-003 4 9.63560909295e-004 4 1.06137307604e-002 2 2.80235374372e-003 1 6.43965899847e-003 4 7.44972382336e-002 4 1.02958813448e-002 1 7.51870242410e-003 4 6.02194694432e-004 1 7.59157449544e-002 2 1.27550029401e-004 4 6.20945147841e-002 2 1.22290084435e-002 2 2.15642555414e-001 2 1.67611574778e-004 2 6.85145453247e-003 4 6.64610209100e-003 4 2.01052356368e-004 4 1.00269396561e-001 4 1.38348685936e-003 1 1.10335669655e-004 4 2.27913748935e-002 4 2.79149258513e-003 4 3.06479866815e-002 4 1.25536399828e-002 2 3.68384241293e-003 4 4.37351291760e-001 2 1.34415624464e-003 4 2.47359333765e-004 2 2.91037111044e-004 4 1.49925444774e-002 4 8.79120383510e-002 4 4.46269049952e-002 4 5.38129227611e-002 4 1.99422562870e-003 4 1.31384075756e-002 4 2.86961233007e-003 3 1.09298076463e-002 4 1.48124614104e-002 1 8.14622169691e-003 4 7.35813172056e-003 3 2.61573058377e-002 4 3.95855070499e-003 3 2.37033349975e-003 4 1.36702474530e-002 4 7.33195682888e-003 4 4.84072016336e-002 4 1.64670039669e-002 4 2.63580572397e-002 4 1.98404584609e-002 4 5.49051283579e-003 4 8.20643107171e-003 1 1.82477836553e-002 4 7.71247154274e-003 4 5.76932437639e-003 4 6.94655520621e-002 4 4.48489293765e-003 4 3.32344436748e-002 4 1.25248673342e-002 4 3.10795351488e-003 4 1.58367926042e-004 4 1.12919362582e-002 4 5.05025791422e-004 1 2.82572310033e-003 1 1.99849300474e-003 1 6.61764208648e-003 1 5.13422346895e-003 4 3.87643452826e-003 4 2.76734762086e-001 1 5.66186987575e-003 4 1.84082427184e-004 4 3.09000797752e-003 4 1.68539486992e-002 4 8.79717375069e-004 4 1.00802774344e-002 4 3.10684390048e-002 4 3.22159665382e-004 1 1.39573302009e-002 4 6.62907902167e-003 4 2.52774259034e-003 4 4.37504992086e-003 4 7.60368682835e-004 4 3.46527244436e-001 1 3.23807695887e-002 4 2.50673332469e-002 2 4.75501184946e-003 3 2.95375705143e-003 1 4.39900272162e-002 2 7.97271167909e-003 4 2.54525381836e-004 2 1.55513146988e-002 4 1.45901507871e-004 2 1.47443422315e-002 4 2.65571176524e-003 4 2.95661483456e-003 4 8.22175600141e-002 2 2.63199945668e-003 1 1.64935511578e-002 4 1.94079866594e-003 4 5.91887590140e-003 4 1.13745850241e-001 1 1.59023331626e-004 1 3.15848070371e-002 4 1.12243198202e-003 4 3.73043491099e-002 4 2.25097974341e-004 4 3.60699561758e-003 4 1.74349127574e-002 4 8.14051148473e-002 4 1.15258247011e-002 4 2.13796957536e-002 3 5.60249257795e-002 4 2.68851598990e-001 2 1.36350559243e-001 4 1.68999467450e-004 1 2.11900879622e-002 4 4.37256241067e-002 4 1.43700000002e-004 1 3.87602364089e-002 2 1.78875397402e-003 4 1.73482673954e-002 4 8.16390681340e-003 4 1.77063031774e-002 4 2.09341948040e-001 2 1.54758679887e-003 4 1.09519109117e-002 4 3.34758830856e-002 4 1.24520152830e-002 4 6.28644948434e-002 4 7.18324301080e-003 2 1.49282712997e-003 2 1.87286450208e-002 4 8.19731748761e-003 4 1.34530442647e-004 4 1.92164330978e-003 4 3.97853447312e-002 4 9.95292622389e-003 4 6.63448378122e-002 4 1.63315768220e-002 4 1.26373882455e-003 4 3.21038914411e-003 4 3.90934665896e-003 1 4.33328509748e-001 2 1.75822678002e-003 4 2.71016248406e-003 4 9.19461372089e-003 4 5.67265119482e-004 2 1.86035489608e-002 4 5.61712491991e-003 4 5.30616216804e-002 4 3.88770187432e-002 4 5.94727726468e-003 4 8.96077147466e-003 4 7.51698189425e-002 4 6.24436983383e-001 1 4.03301276969e-004 4 3.72500584697e-003 1 -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]] -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.sbn: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsChina.sbn -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.sbx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsChina.sbx -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsChina.shp -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.shp.xml: -------------------------------------------------------------------------------- 1 | 2 | 20200312143200001.0FALSERoadsChina0020.000file://\\ATLHQMWKSRTDI3\C$\Users\mlazzarini\Desktop\PhiLab\StudyArea\RoadsChina.shpLocal Area NetworkGeographicGCS_WGS_1984Angular Unit: Degree (0.017453)<GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.5'><WKT>GEOGCS[&quot;GCS_WGS_1984&quot;,DATUM[&quot;D_WGS_1984&quot;,SPHEROID[&quot;WGS_1984&quot;,6378137.0,298.257223563]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433],AUTHORITY[&quot;EPSG&quot;,4326]]</WKT><XOrigin>-400</XOrigin><YOrigin>-400</YOrigin><XYScale>11258999068426.238</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>8.983152841195215e-009</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><LeftLongitude>-180</LeftLongitude><WKID>4326</WKID><LatestWKID>4326</LatestWKID></GeographicCoordinateSystem>Clip LAP030 Polygons C:\Users\mlazzarini\Desktop\PhiLab\StudyArea\RoadsChina.shp #CalculateField RoadsChina RoadType [HCT] VB #20200312142649002020031214264900 Version 6.2 (Build 9200) ; Esri ArcGIS 10.5.1.7333RoadsChinaShapefile0.000datasetEPSG6.14(3.0.1)0SimpleFALSE0FALSETRUERoadsChinaFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.ShapeShapeGeometry000Feature geometry.EsriCoordinates defining the features.FUNFUNString2000HCTHCTString1400RSTRSTString1300LOCLOCString2000NAMNAMString8000RTNRTNString2400TRFTRFString1500LTNLTNInteger10100WD1WD1Double1900WTCWTCString1600XSEXSEString1800SPMSPMDouble1900SFMSFMDouble1900ORDORDString700XTVXTVDouble1900XTPXTPDouble1900MESMESString1400SEPSEPString700CONCONString1600TXTTXTString25400NFINFIString1800NFNNFNString1800SRTSRTString5200SDPSDPString25400SDVSDVDate800ACCACCString1100CCNCCNString25400XSIXSIString3600UIDUIDString3600Shape_LengShape_LengDouble190020200312 3 | -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsChina.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsChina.shx -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.cpg: -------------------------------------------------------------------------------- 1 | UTF-8 -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.dbf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsMexico.dbf -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]] -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.sbn: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsMexico.sbn -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.sbx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsMexico.sbx -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsMexico.shp -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.shp.xml: -------------------------------------------------------------------------------- 1 | 2 | 20200312141055001.0FALSERoadsMexico002file://\\ATLHQMWKSRTDI3\C$\Users\mlazzarini\Desktop\PhiLab\StudyArea\SonoranDesertMexico.gdbLocal Area NetworkGeographicGCS_WGS_1984Angular Unit: Degree (0.017453)<GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.5'><WKT>GEOGCS[&quot;GCS_WGS_1984&quot;,DATUM[&quot;D_WGS_1984&quot;,SPHEROID[&quot;WGS_1984&quot;,6378137.0,298.257223563]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433],AUTHORITY[&quot;EPSG&quot;,4326]]</WKT><XOrigin>-400</XOrigin><YOrigin>-400</YOrigin><XYScale>999999999.99999988</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>8.983152841195215e-009</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><LeftLongitude>-180</LeftLongitude><WKID>4326</WKID><LatestWKID>4326</LatestWKID></GeographicCoordinateSystem>Clip LAP030 SonoranDesertMexico\Polygons C:\Users\mlazzarini\Desktop\PhiLab\StudyArea\SonoranDesertMexico.gdb\RoadsMexico #CalculateField RoadsMexico RoadType [HCT] VB #20200312122520002020031212252000 Version 6.2 (Build 9200) ; Esri ArcGIS 10.5.1.7333RoadsMexicoFile Geodatabase Feature ClassdatasetEPSG6.14(3.0.1)0SimpleFALSE0TRUEFALSERoadsMexicoFeature Class0OBJECTIDOBJECTIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.SHAPESHAPEGeometry000Feature geometry.EsriCoordinates defining the features.FUNFUNInteger400HCTHCTInteger400RSTRSTInteger400LOCLOCInteger400NAMNAMString8000RTNRTNString2400TRFTRFInteger400LTNLTNInteger400WD1WD1Double800WTCWTCInteger400XSEXSEInteger400SPMSPMDouble800SFMSFMDouble800ORDORDInteger400XTVXTVDouble800XTPXTPDouble800MESMESInteger400SEPSEPInteger400CONCONInteger400TXTTXTString25500NFINFIString1800NFNNFNString1800SRTSRTInteger400SDPSDPString25500SDVSDVDate800ACCACCInteger400CCNCCNString25500XSIXSIString3600UIDUIDString3600created_usercreated_userString25500created_datecreated_dateDate800last_edited_userlast_edited_userString25500last_edited_datelast_edited_dateDate800SHAPE_LengthSHAPE_LengthDouble800Length of feature in internal units.EsriPositive real numbers that are automatically generated.20200312 3 | -------------------------------------------------------------------------------- /AOI/OSM_vectors/RoadsMexico.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/AOI/OSM_vectors/RoadsMexico.shx -------------------------------------------------------------------------------- /AOI/SonoranDesertMexico.kml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | SonoranDesertMexico.kml 5 | 6 | 7 | normal 8 | #s_ylw-pushpin 9 | 10 | 11 | highlight 12 | #s_ylw-pushpin_hl 13 | 14 | 15 | 24 | 33 | 34 | SonoranDesertMexico 35 | #m_ylw-pushpin 36 | 37 | 1 38 | 39 | 40 | 41 | -114.4398937538268,32.68215479367242,0 -114.5595658360489,32.61535995751508,0 -114.5803763474057,32.53759368227676,0 -114.5646228614094,32.49782640140683,0 -114.7029977390694,32.53949084283995,0 -114.7874693449803,32.47616878304604,0 -114.8714889009347,32.35145211086332,0 -114.901087497741,32.27151906168079,0 -114.9427409186903,32.1135277160478,0 -114.740813825005,31.94077430607737,0 -114.5755694056958,31.75935127261595,0 -114.4537564654607,31.65503324520374,0 -114.1513824915273,31.49528909022568,0 -114.0252473742346,31.49317656157464,0 -113.9773324065418,31.69213674606385,0 -113.8211589214813,31.60786416492831,0 -113.6406920263843,31.50022608013543,0 -113.5987016070191,31.33103920364322,0 -113.2830096024898,31.27002103826372,0 -113.0493942726945,31.1930762237061,0 -112.845317791905,31.4650582489364,0 -112.9267185101887,31.74965522905561,0 -113.2143953042276,31.89471129117495,0 -113.2636068850409,31.78082816829987,0 -113.3809016176922,31.62572274682886,0 -113.4674835315506,31.50914530427561,0 -113.5208964371293,31.64376936536045,0 -113.6360714031075,31.68450926364767,0 -113.7299302104409,31.77230907311144,0 -113.7373714999883,31.89265964949986,0 -113.5452192285055,32.04082094170735,0 -113.6480559680798,32.05702243762584,0 -113.7383470811501,32.04466115518731,0 -113.9257791722194,32.06796988324074,0 -114.098452992087,32.19842282898792,0 -114.2611887047426,32.44429972678306,0 -114.4398937538268,32.68215479367242,0 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | -------------------------------------------------------------------------------- /AOI/TaklimakanDesert.kml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | TaklimakanDesert.kml 5 | 6 | 7 | normal 8 | #s_ylw-pushpin 9 | 10 | 11 | highlight 12 | #s_ylw-pushpin_hl 13 | 14 | 15 | 24 | 33 | 34 | TaklimakanDesert 35 | #m_ylw-pushpin 36 | 37 | 1 38 | 39 | 40 | 41 | 78.43022293262239,39.50043952161066,0 77.32954488161697,38.58977009977091,0 77.70357458142617,37.45067837457411,0 80.33256446381724,36.66332760646991,0 82.31082031538206,36.69291106078349,0 84.21146169290165,37.36556129576795,0 86.9414831269827,38.45938750129109,0 90.604841126963,39.8376122197442,0 90.35109109457723,40.72927016011805,0 88.81246360348648,40.62828297649163,0 87.24553019403355,41.23879768843801,0 86.0764724021147,41.24373584290454,0 84.7881347142628,41.22522467130974,0 82.56030265050079,40.83146665850408,0 80.28621032818946,40.23434218855797,0 78.43022293262239,39.50043952161066,0 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | -------------------------------------------------------------------------------- /DeepLearning/Model_Algeria_AlgeriaVVModel_ep100_spe65_lr0001_bs16.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/DeepLearning/Model_Algeria_AlgeriaVVModel_ep100_spe65_lr0001_bs16.h5 -------------------------------------------------------------------------------- /DeepLearning/Model_ChinaEastVVVHCoh_ep100_spe50_lr0001_bs16.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/DeepLearning/Model_ChinaEastVVVHCoh_ep100_spe50_lr0001_bs16.h5 -------------------------------------------------------------------------------- /DeepLearning/Model_EgyptWest_EgyptWestVVModel_ep100_spe50_lr0001_bs16.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/DeepLearning/Model_EgyptWest_EgyptWestVVModel_ep100_spe50_lr0001_bs16.h5 -------------------------------------------------------------------------------- /DeepLearning/README.md: -------------------------------------------------------------------------------- 1 | This page contains the Jupyter Notebook of the Deep Learning workflow (DesertRoads.ipynb), and the following trained U-Net segmentation models: 2 | 3 | * Model_Algeria_AlgeriaVVModel_ep100_spe65_lr0001_bs16.h5: U-Net segmentation model for the Grand Oriental Erg AOI. 4 | * Model_ChinaEastVVVHCoh_ep100_spe50_lr0001_bs16.h5: U-Net segmentation model for the Taklimakan Desert AOI. 5 | * Model_EgyptWest_EgyptWestVVModel_ep100_spe50_lr0001_bs16.h5: U-Net segmentation model for the North Sinai Desert AOI. 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Infrastructure Mapping and Monitoring in Deserts with Sentinel-1 2 | This project implements a methodology for infrastructure mapping and monitoring in desert regions using Sentinel-1 SAR data. The methodology consists of the following steps: 3 | 4 | 1) Extract a time series of 6 consecutively acquired Sentinel-1 GRD images over an area of interest. Here the data is obtained through Creodias. The areas of interest can be found in AOI folder 5 | 6 | (see AOI folder) 7 | 8 | 2) Apply the following preprocessing steps automatically through shell scripts and GPT (command line version of SNAP software): 9 | 1) Calibration to Sigma0 (VV and VH) 10 | 2) Stacking and multitemporal speckle filtering 11 | 3) Terrain Correction (using SRTM DEM) and conversion to decibel 12 | 4) Coherence generation for consecutively acquired pairs, then averaging all 13 | 14 | (see SentProc folder) 15 | 16 | 3) Apply the following Deep Learning workflow: 17 | 1) Create mask of known infrastructure from Open Street Map (rasterise OSM vectors) 18 | 2) Extract patches from areas of Sentinel-1 data covered by mask 19 | 3) Divide patches between train, validation and test data 20 | 3) Augment training data 21 | 4) Train U-Net model for image segmentation 22 | 5) Extract patches over entire Sentinel-1 data, apply the model to these patches 23 | 6) Reconstruct image from model output, and convert raster to vector 24 | 25 | (see DeepLearning folder) 26 | -------------------------------------------------------------------------------- /SentProc/CalSigma0_TC.xml: -------------------------------------------------------------------------------- 1 | 2 | 1.0 3 | 4 | Read 5 | 6 | 7 | $input 8 | 9 | 10 | 11 | Calibration 12 | 13 | 14 | 15 | 16 | 17 | Product Auxiliary File 18 | 19 | false 20 | false 21 | false 22 | false 23 | 24 | true 25 | false 26 | false 27 | 28 | 29 | 30 | Terrain-Correction 31 | 32 | 33 | 34 | 35 | 36 | SRTM 3Sec 37 | 38 | 0.0 39 | true 40 | BILINEAR_INTERPOLATION 41 | BILINEAR_INTERPOLATION 42 | 10.0 43 | 8.983152841195215E-5 44 | GEOGCS["WGS84(DD)", 45 | DATUM["WGS84", 46 | SPHEROID["WGS84", 6378137.0, 298.257223563]], 47 | PRIMEM["Greenwich", 0.0], 48 | UNIT["degree", 0.017453292519943295], 49 | AXIS["Geodetic longitude", EAST], 50 | AXIS["Geodetic latitude", NORTH]] 51 | false 52 | 0.0 53 | 0.0 54 | true 55 | false 56 | false 57 | false 58 | false 59 | false 60 | true 61 | false 62 | false 63 | false 64 | false 65 | false 66 | Use projected local incidence angle from DEM 67 | Use projected local incidence angle from DEM 68 | Latest Auxiliary File 69 | 70 | 71 | 72 | 73 | Write 74 | 75 | 76 | 77 | 78 | $target 79 | BEAM-DIMAP 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | -------------------------------------------------------------------------------- /SentProc/README.md: -------------------------------------------------------------------------------- 1 | The .xml files are the processing graph files. They are used by SNAP GPT to process the Sentinel-1 data: 2 | 3 | * TOPSAR_Coreg_Coh_ML_TC_IW_All_Swaths.xml: Coherence processing chain 4 | * CalSigma0_TC.xml: Intensity processing chain 5 | * stack_mean_dB.xml: Processing chain to stack (coregister) time series, and convert final product to decibel (non-linear scale, for better visualisation) 6 | 7 | The .sh are shell files, to automate processing of time series: 8 | 9 | * S1CohTC.sh: Coherence time series 10 | * S1Sigma0TC.sh: Intensity time series 11 | * S1StackMeanDB.sh: Coregistration of time series, averaging and conversion to decibel 12 | -------------------------------------------------------------------------------- /SentProc/S1CohTC.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | #paths=`cat $1` 4 | 5 | IFS=$'\n' read -d '' -r -a paths < /home/eouser/data/S1/Coh/NSinai_S1_SLC_Creodias_paths_201911_201912.txt 6 | 7 | elements=$(( ${#paths[@]} - 1 )) 8 | 9 | first=(${paths[@]:0:$elements}) 10 | last=(${paths[@]:1:$elements}) 11 | 12 | for i in ${!first[@]}; do 13 | echo 'iteration' 14 | shortfirst=`echo ${first[$i]} | cut -f9 -d'/' | cut -f6 -d'_'` 15 | shortlast=`echo ${last[$i]} | cut -f9 -d'/' | cut -f6 -d'_'` 16 | out="/home/eouser/data/S1/Coh/${shortfirst}_${shortlast}_coh_ML_TC.dim" 17 | 18 | ~/snap/bin/gpt /home/eouser/data/S1/Coh/TOPSAR_Coreg_Coh_ML_TC_IW_All_Swaths.xml -x -Pinputf=${first[$i]} -Pinputl=${last[$i]} -Ptarget=${out} 19 | 20 | echo 'Written: ' $out 21 | done 22 | -------------------------------------------------------------------------------- /SentProc/S1Sigma0TC.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | IFS=$'\n' read -d '' -r -a paths < /home/eouser/data/S1/Sigma0/NSinai_S1_Creodias_paths_201911_12.txt 4 | 5 | for i in ${!paths[@]}; do 6 | echo 'iteration' 7 | short=`echo ${paths[$i]} | cut -f9 -d'/' | cut -f6 -d'_'` 8 | out="/home/eouser/data/S1/Sigma0/${short}_CalS0_TC.dim" 9 | 10 | ~/snap/bin/gpt /home/eouser/data/S1/Sigma0/CalSigma0_TC.xml -x -Pinput=${paths[$i]} -Ptarget=${out} 11 | 12 | echo 'Written: ' $out 13 | done 14 | -------------------------------------------------------------------------------- /SentProc/S1StackMeanDB.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | # Sentinel-1 processing 3 | # C. Stewart 6/12/2019 4 | 5 | paths=`ls -m /home/eouser/data/S1/Sigma0/*TC.dim | tr -d '[:space:]'` 6 | 7 | fileout='/home/eouser/data/S1/Sigma0/S1_S0_TC_stack_mean_dB.dim' 8 | 9 | echo $paths 10 | 11 | ~/snap/bin/gpt /home/eouser/data/S1/Sigma0/stack_mean_dB.xml -x -Pinput=${paths} -Ptarget=${fileout} 12 | 13 | -------------------------------------------------------------------------------- /SentProc/TOPSAR_Coreg_Coh_ML_TC_IW_All_Swaths.xml: -------------------------------------------------------------------------------- 1 | 2 | 1.0 3 | 4 | Read 5 | 6 | 7 | $inputf 8 | 9 | 10 | 11 | Read 12 | 13 | 14 | $inputl 15 | 16 | 17 | 18 | TOPSAR-Split 19 | 20 | 21 | 22 | 23 | IW1 24 | VV 25 | 1 26 | 9 27 | 28 | 29 | 30 | 31 | TOPSAR-Split 32 | 33 | 34 | 35 | 36 | IW1 37 | VV 38 | 1 39 | 9 40 | 41 | 42 | 43 | 44 | Apply-Orbit-File 45 | 46 | 47 | 48 | 49 | Sentinel Precise (Auto Download) 50 | 3 51 | false 52 | 53 | 54 | 55 | Apply-Orbit-File 56 | 57 | 58 | 59 | 60 | Sentinel Precise (Auto Download) 61 | 3 62 | false 63 | 64 | 65 | 66 | Back-Geocoding 67 | 68 | 69 | 70 | 71 | 72 | SRTM 3Sec 73 | BILINEAR_INTERPOLATION 74 | 75 | 0.0 76 | BILINEAR_INTERPOLATION 77 | true 78 | false 79 | false 80 | false 81 | 82 | 83 | 84 | TOPSAR-Split 85 | 86 | 87 | 88 | 89 | IW2 90 | VV 91 | 1 92 | 9 93 | 94 | 95 | 96 | 97 | TOPSAR-Split 98 | 99 | 100 | 101 | 102 | IW2 103 | VV 104 | 1 105 | 9 106 | 107 | 108 | 109 | 110 | Back-Geocoding 111 | 112 | 113 | 114 | 115 | 116 | SRTM 3Sec 117 | BILINEAR_INTERPOLATION 118 | 119 | 0.0 120 | BILINEAR_INTERPOLATION 121 | true 122 | false 123 | false 124 | false 125 | 126 | 127 | 128 | TOPSAR-Split 129 | 130 | 131 | 132 | 133 | IW3 134 | VV 135 | 1 136 | 9 137 | 138 | 139 | 140 | 141 | TOPSAR-Split 142 | 143 | 144 | 145 | 146 | IW3 147 | VV 148 | 1 149 | 9 150 | 151 | 152 | 153 | 154 | Back-Geocoding 155 | 156 | 157 | 158 | 159 | 160 | SRTM 3Sec 161 | BILINEAR_INTERPOLATION 162 | 163 | 0.0 164 | BILINEAR_INTERPOLATION 165 | true 166 | false 167 | false 168 | false 169 | 170 | 171 | 172 | TOPSAR-Deburst 173 | 174 | 175 | 176 | 177 | 178 | 179 | 180 | 181 | TOPSAR-Deburst 182 | 183 | 184 | 185 | 186 | 187 | 188 | 189 | 190 | TOPSAR-Deburst 191 | 192 | 193 | 194 | 195 | 196 | 197 | 198 | 199 | TOPSAR-Merge 200 | 201 | 202 | 203 | 204 | 205 | 206 | 207 | 208 | 209 | 210 | Coherence 211 | 212 | 213 | 214 | 215 | 2 216 | 10 217 | false 218 | 5 219 | 501 220 | 3 221 | true 222 | false 223 | SRTM 3Sec 224 | 225 | 0.0 226 | true 227 | 100 228 | true 229 | 230 | 231 | 232 | Coherence 233 | 234 | 235 | 236 | 237 | 2 238 | 10 239 | false 240 | 5 241 | 501 242 | 3 243 | true 244 | false 245 | SRTM 3Sec 246 | 247 | 0.0 248 | true 249 | 100 250 | true 251 | 252 | 253 | 254 | Coherence 255 | 256 | 257 | 258 | 259 | 2 260 | 10 261 | false 262 | 5 263 | 501 264 | 3 265 | true 266 | false 267 | SRTM 3Sec 268 | 269 | 0.0 270 | true 271 | 100 272 | true 273 | 274 | 275 | 276 | Multilook 277 | 278 | 279 | 280 | 281 | 282 | 4 283 | 1 284 | false 285 | true 286 | 287 | 288 | 289 | Write 290 | 291 | 292 | 293 | 294 | $target 295 | BEAM-DIMAP 296 | 297 | 298 | 299 | Terrain-Correction 300 | 301 | 302 | 303 | 304 | 305 | SRTM 3Sec 306 | 307 | 0.0 308 | true 309 | BILINEAR_INTERPOLATION 310 | BILINEAR_INTERPOLATION 311 | 0.0 312 | 0.0 313 | PROJCS["UTM Zone 36 / World Geodetic System 1984", 314 | GEOGCS["World Geodetic System 1984", 315 | DATUM["World Geodetic System 1984", 316 | SPHEROID["WGS 84", 6378137.0, 298.257223563, AUTHORITY["EPSG","7030"]], 317 | AUTHORITY["EPSG","6326"]], 318 | PRIMEM["Greenwich", 0.0, AUTHORITY["EPSG","8901"]], 319 | UNIT["degree", 0.017453292519943295], 320 | AXIS["Geodetic longitude", EAST], 321 | AXIS["Geodetic latitude", NORTH]], 322 | PROJECTION["Transverse_Mercator"], 323 | PARAMETER["central_meridian", 33.0], 324 | PARAMETER["latitude_of_origin", 0.0], 325 | PARAMETER["scale_factor", 0.9996], 326 | PARAMETER["false_easting", 500000.0], 327 | PARAMETER["false_northing", 0.0], 328 | UNIT["m", 1.0], 329 | AXIS["Easting", EAST], 330 | AXIS["Northing", NORTH]] 331 | false 332 | 0.0 333 | 0.0 334 | true 335 | false 336 | false 337 | false 338 | false 339 | false 340 | true 341 | false 342 | false 343 | false 344 | false 345 | false 346 | Use projected local incidence angle from DEM 347 | Use projected local incidence angle from DEM 348 | Latest Auxiliary File 349 | 350 | 351 | 352 | 353 | 354 | 355 | 356 | 357 | 358 | 359 | 360 | 361 | 362 | 363 | 364 | 365 | 366 | 367 | 368 | 369 | 370 | 371 | 372 | 373 | 374 | 375 | 376 | 377 | 378 | 379 | 380 | 381 | 382 | 383 | 384 | 385 | 386 | 387 | 388 | 389 | 390 | 391 | 392 | 393 | 394 | 395 | 396 | 397 | 398 | 399 | 400 | 401 | 402 | 403 | 404 | 405 | 406 | 407 | 408 | 409 | 410 | 411 | 412 | 413 | 414 | 415 | 416 | 417 | 418 | 419 | 420 | 421 | 422 | 423 | 424 | -------------------------------------------------------------------------------- /SentProc/stack_mean_dB.xml: -------------------------------------------------------------------------------- 1 | 2 | 1.0 3 | 4 | ProductSet-Reader 5 | 6 | 7 | $input 8 | 9 | 10 | 11 | CreateStack 12 | 13 | 14 | 15 | 16 | 17 | 18 | NONE 19 | Master 20 | Product Geolocation 21 | 22 | 23 | 24 | Stack-Averaging 25 | 26 | 27 | 28 | 29 | Mean Average 30 | 31 | 32 | 33 | LinearToFromdB 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | Write 43 | 44 | 45 | 46 | 47 | $target 48 | BEAM-DIMAP 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | -------------------------------------------------------------------------------- /results/GrandErgOriental_results.dbf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/GrandErgOriental_results.dbf -------------------------------------------------------------------------------- /results/GrandErgOriental_results.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]] -------------------------------------------------------------------------------- /results/GrandErgOriental_results.qpj: -------------------------------------------------------------------------------- 1 | GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","4326"]] 2 | -------------------------------------------------------------------------------- /results/GrandErgOriental_results.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/GrandErgOriental_results.shp -------------------------------------------------------------------------------- /results/GrandErgOriental_results.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/GrandErgOriental_results.shx -------------------------------------------------------------------------------- /results/NorthSinai_results.dbf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/NorthSinai_results.dbf -------------------------------------------------------------------------------- /results/NorthSinai_results.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]] -------------------------------------------------------------------------------- /results/NorthSinai_results.qpj: -------------------------------------------------------------------------------- 1 | GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","4326"]] 2 | -------------------------------------------------------------------------------- /results/NorthSinai_results.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/NorthSinai_results.shp -------------------------------------------------------------------------------- /results/NorthSinai_results.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/NorthSinai_results.shx -------------------------------------------------------------------------------- /results/README.md: -------------------------------------------------------------------------------- 1 | This page contains the results of the road detections in subset areas of three deserts: 2 | * North Sinai Desert, Egypt 3 | * Grand Erg Oriental, Algeria and Tunisia 4 | * Taklimakan Desert, China 5 | -------------------------------------------------------------------------------- /results/TaklimakanDesert_results.dbf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/TaklimakanDesert_results.dbf -------------------------------------------------------------------------------- /results/TaklimakanDesert_results.prj: -------------------------------------------------------------------------------- 1 | GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]] -------------------------------------------------------------------------------- /results/TaklimakanDesert_results.qpj: -------------------------------------------------------------------------------- 1 | GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","4326"]] 2 | -------------------------------------------------------------------------------- /results/TaklimakanDesert_results.shp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/TaklimakanDesert_results.shp -------------------------------------------------------------------------------- /results/TaklimakanDesert_results.shx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ESA-PhiLab/infrastructure/370ffce80d70cb6c73c287e106bcc83a1307cf20/results/TaklimakanDesert_results.shx --------------------------------------------------------------------------------