Data#

DeepESDL provides access to a broad range of Earth System datasets through a unified, analysis-ready data cube framework. Whether you're working on climate research, land use monitoring, or marine studies, DeepESDL helps you access, integrate, and analyze diverse data sources—without the need for heavy local storage or complex preprocessing.

Data is accessed lazily using the powerful xcube library, which accesses data directly from remote services. This means you can work with massive datasets on-demand—saving time, storage, and effort.

In addition to public data sources, DeepESDL supports the integration of your own datasets into the same framework, enabling seamless joint analysis and visualization. For guidance on integrating your own data, see this guide.

Get Started!

Available Data Sources#

Data Source	Example	How to Access	Plugin repository
Copernicus Climate Data Store (CDS)	`new_data_store("cds")`	Example Notebook	Github
Copernicus Marine Service (CMEMS)	`new_data_store("cmems")`	Example Notebook	Github
Copernicus Land Monitoring Service (CLMS)	`new_data_store("clms")`	Example Notebook (external link) Example Notebook (external link)	Github
DeepESDL Public Data Cubes	`new_data_store("s3", root="deep-esdl-public")`	Example Notebook
EOPF Sample Service	`new_data_store("eopf-zarr")`	Example Notebook (external link)	Github
ESA Climate Data Centre (CCI)	`new_data_store("cciodp")` `new_data_store("ccizarr")`	Example Notebook	Github
ESA SMOS	`new_data_store("smos")`	Example Notebook (external link)	Github
Global Ecosystem Dynamics Investigation (GEDI)	`new_data_store("gedi")`	Example Notebook (external link)	Github
Sentinel Hub	`new_data_store("sentinelhub")`	Example Notebook	Github
SpatioTemporal Asset Catalog (STAC)	`new_data_store("stac")` `new_data_store("stac-cdse")` `new_data_store("stac-cdse-ardc")`	General Example Notebook, CDSE Example Notebook	Github
Zenodo	`new_data_store("zenodo")`	Example Notebook	Github

Want to Use Your Own Data?#

DeepESDL supports seamless integration of your own datasets into the analysis-ready cube environment. This allows joint processing and comparison with public Earth System data.
👉 Learn how to integrate your own data.