Earth & Climate Datasets
Datasets for climate modeling, carbon flux monitoring, and environmental research.
Carbon Flux & Ecosystem Data
| Dataset | Description | Link |
|---|---|---|
| Ameriflux | Carbon, water, and energy flux data across the Americas | ml4sci |
| FLUXNET2015 | Global network of carbon flux measurements | ml4sci |
| FLUXNET LaThuile | Earlier carbon flux synthesis dataset | ml4sci |
| ESS-Dive | Environmental Systems Science Data Infrastructure | ml4sci |
Weather & Climate
| Dataset | Description | Link |
|---|---|---|
| WeatherBench 2 | ML weather forecasting benchmark | github |
| ERA5 | Global atmospheric reanalysis data | ecmwf |
| ClimSim | Climate simulation dataset for ML | github |
Data Repositories
| Dataset | Description | Link |
|---|---|---|
| Berkeley Data Cloud | Scalable scientific data management | ml4sci |
Energy & Infrastructure
| Dataset | Description | Link |
|---|---|---|
| Power Data Portal | Energy and power grid data | ml4sci |
Transportation & Autonomy
| Dataset | Description | Link |
|---|---|---|
| Flow | Deep RL framework for mixed autonomy traffic | ml4sci |
Dataset Collections
| Resource | Description |
|---|---|
| ML4Sci Datasets | Berkeley Lab’s curated scientific ML datasets |