Section 10 Resources
10.1 Data
Here is a non-exhaustive list of data resources for environmental studies.
https://archive.ics.uci.edu/ml/datasets/Forest+Fires
| Region | URL | Topics |
|---|---|---|
| World Cities | http://www.worldclimate.com/ | Temperature, Rainfall, Sea-level |
| US | https://climatecommunication.yale.edu/ | Yale Program on Climate Change Communication |
| US | https://data.census.gov/cedsci/ | Census surveys |
| US | https://www.epa.gov/ejscreen/download-ejscreen-data | Environmental justice |
| US | https://www.data.gov/ | Agriculture, Climate, Consumer, Ecosystems, Education, Energy, Finance, Health, Local Government, Manufacturing, Maritime, Ocean, Public Safety, Science & Research |
| US | https://simplyanalytics.com/ | Demography, Business, Health, Marketing |
| US | https://www.ncdc.noaa.gov/cdo-web/datatools | Climate, Weather |
| US | https://www.epa.gov/outdoor-air-quality-data | Air quality |
| US | https://www.americancommunities.org/methodology/ | Communities |
| US | https://tidesandcurrents.noaa.gov/products.html | Sea water levels |
| US | https://www.waterqualitydata.us/ | Water quality |
| US | https://waterdata.usgs.gov/nwis/qw | Water quality |
| US | https://hifld-geoplatform.opendata.arcgis.com/ | Agriculture, Borders, Boundaries, Chemicals, Commercial, Communications, Education, Emergency Services, Energy, Finance, Food Industry, Geonames, Government, Law Enforcement, Mail Shipping, Mining, National Flood Hazard, Natural Hazards, Public Health, Public Venues, Transportation Air, Transportation Ground, Transportation Water, Water Supply |
| OECD | https://data.oecd.org/ | Agriculture, Development, Economy, Education, Energy, Environment, Finance, Government, Health, Innovation and Technology, Jobs, Society |
| Multpile | https://www.kdnuggets.com/datasets/index.html | Multiple |
| Multiple | https://www.kaggle.com/datasets | Multiple |
| Multiple | https://data.fivethirtyeight.com/ | Multiple |
| Global | https://csssi.yale.edu/ | Yale CSSSI |
| Global | https://yceo.yale.edu/image-sources | Yale Center for Earth Observation |
| Global | https://osf.io/ | Multiple |
| Global | https://data.worldbank.org/ | Development |
| Global | https://data.humdata.org/ | Humanitarian |
| Global | https://climatedataguide.ucar.edu/climate-data | Geospatial data resources |
| Global | http://chelsa-climate.org/downloads/ | Climate predictions, timeseries |
| Global | https://ourworldindata.org/ | Health, Demographic Change, Food and Agriculture, Education and Knowledge, Energy and Environment, Innovation and Technological Change, Poverty and Economic Development, Living conditions, Community and Wellbeing, Human rights and Democracy, Violence and War |
| Global | http://aqicn.org/data-platform/register/ | Air quality |
| Global | https://globalfishingwatch.org/datasets-and-code/ | Fishing |
| Global | https://www.gbif.org/ | Biodiversity occurences |
| Global | https://data.globalforestwatch.org/ | Forest Change, Land Use, Conservation, People, Forest Cover |
| Global | https://resourcewatch.org/data/explore | Food, Climate, Energy, Water, Forests, Ocean, Society, Cities |
| Europe | https://www.eea.europa.eu/data-and-maps | Air pollution, Biodiversity – Ecosystems, Chemicals, Climate change adaptation, Climate change mitigation, Energy, Environment and health, Industry, Land use, Marine, Policy instruments, Resource efficiency and waste, Soil, Specific regions, Sustainability transitions, Transport, Water and marine environment |
| Coastal | https://data.unep-wcmc.org/ | Ecosystem, Biodiversity |
10.2 EDS Course Map
Here are the suggested courses at Yale and tracks to improve your data science skills.
EDS Course Map