├── Dataset Identification + Resources.md └── README.md /Dataset Identification + Resources.md: -------------------------------------------------------------------------------- 1 | # Dataset Identification + Resources 2 | 3 | Tags: Preliminary 4 | Type: Data 5 | 6 | - Comprehensive Guide (Visualization + Climate Change Theory) 7 | 8 | [climate4you welcome](http://www.climate4you.com/) 9 | 10 | - Visualization Examples 11 | 12 | [Global Temperature Report :: The University of Alabama in Huntsville](https://www.nsstc.uah.edu/climate/) 13 | 14 | - Why take data accumulated over large periods of time? 15 | 16 | Taken from Wikipedia ([https://en.wikipedia.org/wiki/Climate](https://en.wikipedia.org/wiki/Climate)) 17 | 18 | - Climate is the long-term average of weather, typically averaged over a period of 30 years 19 | - Climate denotes the mean and variability of meteorological variables over a time spanning from months to millions of years 20 | - Some of the meteorological variables that are commonly measured are temperature, humidity, atmospheric pressure, wind, and precipitation. 21 | - In a broader sense, climate is the state of the components of the climate system, which includes the ocean and ice on Earth. 22 | - The climate of a location is affected by its latitude, terrain, and altitude, as well as nearby water bodies and their currents. 23 | - List of datasets 24 | - [https://lionbridge.ai/datasets/11-best-climate-change-datasets-for-machine-learning/](https://lionbridge.ai/datasets/11-best-climate-change-datasets-for-machine-learning/) 25 | 26 | [Climate Change: Earth Surface Temperature Data](https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data) 27 | 28 | [Climate Change Data](https://datacatalog.worldbank.org/dataset/climate-change-data) 29 | 30 | [Daily Sea Ice Extent Data](https://www.kaggle.com/nsidcorg/daily-sea-ice-extent-data) 31 | 32 | [World Bank Climate Change Knowledge Portal](https://climateknowledgeportal.worldbank.org/download-data) 33 | 34 | Social Media climate change datasets 35 | 36 | [Climate Change Tweets Ids](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/5QCCUU) 37 | 38 | [Sentiment of Climate Change - dataset by crowdflower](https://data.world/crowdflower/sentiment-of-climate-change) 39 | 40 | - [https://datahub.io/collections/climate-change](https://datahub.io/collections/climate-change) 41 | 42 | [co2-fossil-by-nation - DataHub - Frictionless Data](https://datahub.io/core/co2-fossil-by-nation/r/0.html) 43 | 44 | [co2-ppm - DataHub - Frictionless Data](https://datahub.io/core/co2-ppm/r/0.html) 45 | 46 | [Global Temperature Time Series](https://datahub.io/core/global-temp#data) 47 | 48 | [Nasa GISS Surface Temperature (GISTEMP) Analysis](https://datahub.io/core/global-temp-anomalies#data) 49 | 50 | [Average cumulative mass balance of reference Glaciers worldwide](https://datahub.io/core/glacier-mass-balance#data) 51 | 52 | [Global Average Absolute Sea Level Change, 1880-2014](https://datahub.io/core/sea-level-rise#data) 53 | 54 | - [http://www.ipcc-data.org/](http://www.ipcc-data.org/) 55 | - [https://www.ncdc.noaa.gov/data-access](https://www.ncdc.noaa.gov/data-access) 56 | 57 | > This one has satellite imagery data "Browse global geostationary satellite data. View nearly every location on the Earth at three hourly intervals from 1980 to present. More than one million images are available for browsing." 58 | 59 | - [https://climatedataguide.ucar.edu/climate-data](https://climatedataguide.ucar.edu/climate-data) 60 | 61 | This is a site for niche datasets. e.g. CALIPSO observations 62 | 63 | [Carbon Emissions from Historical Land-Use and Land-Use Change](https://climatedataguide.ucar.edu/climate-data/carbon-emissions-historical-land-use-and-land-use-change) 64 | 65 | [Climate Data Records: Overview](https://climatedataguide.ucar.edu/climate-data/climate-data-records-overview) 66 | 67 | - [https://data.world/datasets/global-warming](https://data.world/datasets/global-warming) 68 | 69 | [Sentiment of Climate Change - dataset by xprizeai-env](https://data.world/xprizeai-env/sentiment-of-climate-change) 70 | 71 | [Climate Model Data - dataset by bchamptx](https://data.world/bchamptx/climate-model-data) 72 | 73 | - [https://github.com/OpenFloodAI/Climate-Change-Datasets](https://github.com/OpenFloodAI/Climate-Change-Datasets) 74 | 75 | [Natural disaster data](https://www.kaggle.com/dataenergy/natural-disaster-data) 76 | 77 | [](https://data.gov.in/resources/year-wise-statement-showing-flood-damage-india-uttar-pradesh-madhya-pradesh-and-bihar-1953) 78 | 79 | [Extended Reconstructed Sea Surface Temperature (ERSST) v3b](https://www.ncdc.noaa.gov/data-access/marineocean-data/extended-reconstructed-sea-surface-temperature-ersst-v3b) 80 | 81 | [India Air Quality Data](https://www.kaggle.com/shrutibhargava94/india-air-quality-data) 82 | 83 | [Global Climate Change Data - dataset by data-society](https://data.world/data-society/global-climate-change-data) 84 | 85 | [Temperatures of INDIA](https://www.kaggle.com/venky73/temperatures-of-india) 86 | 87 | [CO2 and GHG emission data](https://www.kaggle.com/srikantsahu/co2-and-ghg-emission-data) 88 | 89 | [Green Web Datasets](https://www.thegreenwebfoundation.org/green-web-datasets/) 90 | 91 | - Indian datasets: [https://data.gov.in/](https://data.gov.in/) 92 | 93 | [](https://data.gov.in/) 94 | 95 | - Free Earth Satellite Imagery : [https://eos.com/blog/free-satellite-imagery-sources/#:~:text=date%2C and time.-,Imagery.,NPP%2C MODIS Aqua and Terra](https://eos.com/blog/free-satellite-imagery-sources/#:~:text=date%2C%20and%20time.-,Imagery.,NPP%2C%20MODIS%20Aqua%20and%20Terra). 96 | 97 | [Open Data Program | Maxar](https://www.maxar.com/open-data) 98 | 99 | [Worldview: Explore Your Dynamic Planet](https://worldview.earthdata.nasa.gov/) 100 | 101 | [AW3D30 ver.3.1 (OpenLayers 4)](https://www.eorc.jaxa.jp/ALOS/aw3d30/l_map_v2003.htm) 102 | 103 | [Vision on technology for a better world](https://vito.be/en) 104 | 105 | [The Global Land Cover Facility (GLCF)](https://geog.umd.edu/feature/global-land-cover-facility-%28glcf%29) 106 | 107 | [Welcome to Bhuvan | ISRO's Geoportal | Gateway to Indian Earth Observation](https://bhuvan.nrsc.gov.in/bhuvan_links.php) 108 | 109 | - Nasa Open Datasets : [https://nasa.github.io/data-nasa-gov-frontpage/](https://nasa.github.io/data-nasa-gov-frontpage/) 110 | 111 | [NASA | Open Data | NASA Open Data Portal](https://nasa.github.io/data-nasa-gov-frontpage/) 112 | 113 | - ISRO's Geoportal : [https://bhuvan.nrsc.gov.in/bhuvan_links.php](https://bhuvan.nrsc.gov.in/bhuvan_links.php) -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Datasets + Resources 2 | 3 | - Comprehensive Guide (Visualization + Climate Change Theory) 4 | 5 | - [climate4you welcome](http://www.climate4you.com/) 6 | 7 | - Visualization Examples 8 | 9 | - [Global Temperature Report :: The University of Alabama in Huntsville](https://www.nsstc.uah.edu/climate/) 10 | 11 | - Why take data accumulated over large periods of time? 12 | (Taken from [Wikipedia](https://en.wikipedia.org/wiki/Climate)) 13 | - Climate is the long-term average of weather, typically averaged over a period of 30 years 14 | - Climate denotes the mean and variability of meteorological variables over a time spanning from months to millions of years 15 | - Some of the meteorological variables that are commonly measured are temperature, humidity, atmospheric pressure, wind, and precipitation. 16 | - In a broader sense, climate is the state of the components of the climate system, which includes the ocean and ice on Earth. 17 | - The climate of a location is affected by its latitude, terrain, and altitude, as well as nearby water bodies and their currents. 18 | 19 | - List of datasets 20 | - [lionbridge.ai - 11 best climate change datasets for machine learning](https://lionbridge.ai/datasets/11-best-climate-change-datasets-for-machine-learning/) 21 | 22 | - [Climate Change: Earth Surface Temperature Data](https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data) 23 | 24 | - [Climate Change Data](https://datacatalog.worldbank.org/dataset/climate-change-data) 25 | 26 | - [Daily Sea Ice Extent Data](https://www.kaggle.com/nsidcorg/daily-sea-ice-extent-data) 27 | 28 | - [World Bank Climate Change Knowledge Portal](https://climateknowledgeportal.worldbank.org/download-data) 29 | 30 | Social Media climate change datasets 31 | 32 | - [Climate Change Tweets Ids](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/5QCCUU) 33 | 34 | - [Sentiment of Climate Change - dataset by crowdflower](https://data.world/crowdflower/sentiment-of-climate-change) 35 | 36 | - [datahub.io climate change dataset collection](https://datahub.io/collections/climate-change) 37 | 38 | - [co2-fossil-by-nation - DataHub - Frictionless Data](https://datahub.io/core/co2-fossil-by-nation/r/0.html) 39 | 40 | - [co2-ppm - DataHub - Frictionless Data](https://datahub.io/core/co2-ppm/r/0.html) 41 | 42 | - [Global Temperature Time Series](https://datahub.io/core/global-temp#data) 43 | 44 | - [Nasa GISS Surface Temperature (GISTEMP) Analysis](https://datahub.io/core/global-temp-anomalies#data) 45 | 46 | - [Average cumulative mass balance of reference Glaciers worldwide](https://datahub.io/core/glacier-mass-balance#data) 47 | 48 | - [Global Average Absolute Sea Level Change, 1880-2014](https://datahub.io/core/sea-level-rise#data) 49 | 50 | - [IPCC Data Distribution Centre](http://www.ipcc-data.org/) 51 | - [National Centers for Environmental Information](https://www.ncdc.noaa.gov/data-access) 52 | - This one has satellite imagery data alongside others 53 | 54 | - [ClimateDataGuide](https://climatedataguide.ucar.edu/climate-data) 55 | 56 | - This is a site for niche datasets. e.g. CALIPSO observations 57 | 58 | - [Carbon Emissions from Historical Land-Use and Land-Use Change](https://climatedataguide.ucar.edu/climate-data/carbon-emissions-historical-land-use-and-land-use-change) 59 | 60 | - [Climate Data Records: Overview](https://climatedataguide.ucar.edu/climate-data/climate-data-records-overview) 61 | 62 | - [Global Warming datasets from data.world](https://data.world/datasets/global-warming) 63 | 64 | - [Sentiment of Climate Change - dataset by xprizeai-env](https://data.world/xprizeai-env/sentiment-of-climate-change) 65 | 66 | - [Climate Model Data - dataset by bchamptx](https://data.world/bchamptx/climate-model-data) 67 | 68 | - [OpenFloodAI - Climate Change datasets](https://github.com/OpenFloodAI/Climate-Change-Datasets) 69 | 70 | - [Natural disaster data](https://www.kaggle.com/dataenergy/natural-disaster-data) 71 | 72 | - [Year Wise Floods in India](https://data.gov.in/resources/year-wise-statement-showing-flood-damage-india-uttar-pradesh-madhya-pradesh-and-bihar-1953) 73 | 74 | - [Extended Reconstructed Sea Surface Temperature (ERSST) v3b](https://www.ncdc.noaa.gov/data-access/marineocean-data/extended-reconstructed-sea-surface-temperature-ersst-v3b) 75 | 76 | - [India Air Quality Data](https://www.kaggle.com/shrutibhargava94/india-air-quality-data) 77 | 78 | - [Global Climate Change Data - dataset by data-society](https://data.world/data-society/global-climate-change-data) 79 | 80 | - [Temperatures of INDIA](https://www.kaggle.com/venky73/temperatures-of-india) 81 | 82 | - [CO2 and GHG emission data](https://www.kaggle.com/srikantsahu/co2-and-ghg-emission-data) 83 | 84 | - [Green Web Datasets](https://www.thegreenwebfoundation.org/green-web-datasets/) 85 | 86 | - Indian datasets: [https://data.gov.in/](https://data.gov.in/) 87 | 88 | - [Official Website](https://data.gov.in/) 89 | 90 | - Free Earth Satellite Imagery : [Earth Observing System blog](https://eos.com/blog/free-satellite-imagery-sources/#:~:text=date%2C%20and%20time.-,Imagery.,NPP%2C%20MODIS%20Aqua%20and%20Terra). 91 | 92 | - [Open Data Program | Maxar](https://www.maxar.com/open-data) 93 | 94 | - [Worldview: Explore Your Dynamic Planet](https://worldview.earthdata.nasa.gov/) 95 | 96 | - [AW3D30 ver.3.1 (OpenLayers 4)](https://www.eorc.jaxa.jp/ALOS/aw3d30/l_map_v2003.htm) 97 | 98 | - [Vision on technology for a better world](https://vito.be/en) 99 | 100 | - [The Global Land Cover Facility (GLCF)](https://geog.umd.edu/feature/global-land-cover-facility-%28glcf%29) 101 | 102 | - [Welcome to Bhuvan | ISRO's Geoportal | Gateway to Indian Earth Observation](https://bhuvan.nrsc.gov.in/bhuvan_links.php) 103 | 104 | - Nasa Open Datasets : [NASA Open Data Portal](https://nasa.github.io/data-nasa-gov-frontpage/) 105 | 106 | - [NASA | Open Data | NASA Open Data Portal](https://nasa.github.io/data-nasa-gov-frontpage/) 107 | 108 | - ISRO's Geoportal : [Bhuvan by ISRO](https://bhuvan.nrsc.gov.in/bhuvan_links.php) 109 | --------------------------------------------------------------------------------