AI for Earth technical resources
Our engineering and data science team releases open-source tools, models, infrastructure, data, and APIs to support sustainability and environmental science.
Radar data from 159 stations across the U.S.
Gridded temperature data across North America
MODIS surface reflectance
500m-resolution global daily surface reflectance dating back to 2000
Harmonized Landsat Sentinel-2
30m-resolution satellite imagery for North America
Global topographic survey
Global Hydro Estimator
Global precipitation estimates
NOAA GFS Warm Start Conditions
Six-hourly initial conditions for the NOAA Global Forecast System
AI for Earth API Framework
Our API framework helps developers get from ML models to Web-based APIs.
AI for Earth API Platform
Our API platform helps developers host APIs on scalable infrastructure.
Classifying birds in acoustic recordingsGet bird classification code
Mapping land in the Orinoquía regionGet natural resource mapping code
Accelerating camera trap survey workflowsGet camera trap code
Classifying plants and animals in citizen-science photosGet species classification code
The AI for Earth API Framework: from ML models to Web APIsGet API Framework code
The AI for Earth API Platform: Web APIs on a scalable clusterGet API Platform code
Biodiversity and pathogen monitoring via insect capture and genomic analysis
Precision agriculture via connected sensors
Land cover mapping
Applying machine learning to satellite and aerial data to facilitate land management