General Data Sources
- Registry of Research Data Repositories
- NIST Chemistry WebBook
- Online data information network for Energy
- Dataverse
- OSTI.GOV search tools
- OSTI Data Explorer
- MatWeb Material database
- EIA API
Weather (TMY)
- PVGIS typical meteorological year (TMY) generator - European Commiss https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-tools/pvgis-typical-meteorological-year-tmy-generator_en
- U.S. Climate Normals | National Centers for Environmental Information (NCEI) https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals
- climate.onebuilding.org https://climate.onebuilding.org/ -https://climate.onebuilding.org/sources/default.html
- NREL NSRDB TMY https://nsrdb.nrel.gov/data-sets/tmy
- https://www.visualcrossing.com/
- NCEI ISD
- NCEI/NOAA
- https://www.ncdc.noaa.gov/cdo-web/webservices/ncdcwebservices
- https://microsoft.github.io/AIforEarthDataSets/data/noaa-isd.html
- Forcast - https://weather-gov.github.io/api/general-faqs
- https://microsoft.github.io/AIforEarthDataSets/data/noaa-isd.html and https://github.com/microsoft/AIforEarthDataSets
Grid Emissions
- IGES List of Grid Emission Factors https://www.iges.or.jp/en/pub/list-grid-emission-factor/en
- Carbon intensity of electricity generation, 2023 https://ourworldindata.org/grapher/carbon-intensity-electricity#reuse-this-work
- World | Electricity Transition | Ember https://ember-climate.org/countries-and-regions/regions/world/
- Emissions & Generation Resource Integrated Database (eGRID) | US EPA https://www.epa.gov/egrid