# Datasets

Browse scientifically curated datasets for your area of interest.

| Provider & dataset | Category | Spatial | Temporal |
| --- | --- | --- | --- |
| [Chloris — Aboveground Biomass Stock and Change 10 m](https://docs.cecil.earth/datasets/87251e55-8685-4a45-bf3a-52bfa3829b44) | Plant biomass | Global, 10 m | 2017+, Annual |
| [Chloris — Aboveground Biomass Stock and Change 30 m](https://docs.cecil.earth/datasets/e837b8b1-1002-4ff1-a4ca-fb6a7ac928fd) | Plant biomass | Global, 30 m | 2000+, Annual |
| [Emmi — Climate Hazard Diagnostics - Coastal Floods](https://docs.cecil.earth/datasets/e4de28e6-6e9b-412b-97e2-45e3c7c80e6e) | Risk | Global, 1 km | 1980-2080, Irregular |
| [Emmi — Climate Hazard Diagnostics - Cyclones](https://docs.cecil.earth/datasets/158e774c-fd11-4402-b6ce-2596960f4637) | Risk | Global, 11 km | 1980-2080, Irregular |
| [Emmi — Climate Hazard Diagnostics - Fluvial Floods](https://docs.cecil.earth/datasets/9e2f989c-1df1-44d6-b281-9252002f388a) | Risk | Global, 1 km | 1980-2080, Irregular |
| [Emmi — Climate Hazard Diagnostics - Wildfire](https://docs.cecil.earth/datasets/a70e1872-aaa6-480d-b2fc-f778e0343de5) | Risk | Global, 11 km | 1980-2080, Irregular |
| [geoBoundaries — Comprehensive Global Administrative Zones - ADM0 Countries](https://docs.cecil.earth/datasets/2d986cf5-71be-4b42-aeba-ccd27ac5f592) | Administrative | Global |  |
| [geoBoundaries — Comprehensive Global Administrative Zones - ADM1 Districts](https://docs.cecil.earth/datasets/54c93139-9efe-491c-82c4-dd685a8cd209) | Administrative | Global |  |
| [geoBoundaries — Comprehensive Global Administrative Zones - ADM2 Municipalities](https://docs.cecil.earth/datasets/078dea69-469f-4257-a72e-43cb4827a13a) | Administrative | Global |  |
| [IBAT — IUCN Red List of Threatened Species](https://docs.cecil.earth/datasets/f30f2125-c472-43c7-85c8-52f0d4b1d160) | Threatened species | Global |  |
| [IBAT — STAR Threat Abatement](https://docs.cecil.earth/datasets/28a43e9f-f75a-46a8-a97f-f3d07d9649b4) | Biodiversity integrity | Global, 1 km |  |
| [IBAT — World Database of Key Biodiversity Areas](https://docs.cecil.earth/datasets/528f54b8-1cb9-412c-a646-30a55ddb7cbd) | Biodiversity importance | Global |  |
| [IBAT — World Database on Protected and Conserved Areas](https://docs.cecil.earth/datasets/c1ee0d62-95ef-49b1-adf1-6a5a933d726d) | Biodiversity importance | Global |  |
| [Impact Observatory — Land Cover 15-Class](https://docs.cecil.earth/datasets/e7a24340-27fe-4c02-86d5-2cfcf6bbd661) | Land use & land cover | Global, 10 m | 2017+, User-defined |
| [Impact Observatory — Land Cover 17-Class](https://docs.cecil.earth/datasets/62f0c068-a310-4dc5-9e7a-22bb6521e67c) | Land use & land cover | Global, 3 m | 2017+, User-defined |
| [Impact Observatory — Land Cover 9-Class](https://docs.cecil.earth/datasets/a4bb9aea-b6df-4d19-9083-38357f8fa76c) | Land use & land cover | Global, 10 m | 2017+, Annual |
| [JRC — Global Forest Cover](https://docs.cecil.earth/datasets/9cfbe1d5-040d-4c13-8151-87ebdce8e0c2) | Land use & land cover | Global, 10 m | 2020 |
| [JRC — Global Forest Type](https://docs.cecil.earth/datasets/c17fcd5f-02bc-42e4-b069-779b17d2655a) | Land use & land cover | Global, 10 m | 2020 |
| [Kanop — Monitoring 10 m (discontinued)](https://docs.cecil.earth/datasets/4928812e-86b7-4339-8db9-f6bf8a82ff57) | Plant biomass | Global, 10 m | 2017+, Annual |
| [Kanop — Monitoring 25 m (discontinued)](https://docs.cecil.earth/datasets/084fa670-828b-4749-bbc3-77ad9123ad8e) | Plant biomass | Global, 25 m | 2013+, Annual |
| [Kanop — Monitoring 30 m](https://docs.cecil.earth/datasets/938c211c-a806-4dde-82ee-6548a9eec439) | Plant biomass | Global, 30 m | 2013+, Annual |
| [Kanop — Screening (discontinued)](https://docs.cecil.earth/datasets/f79af205-e45d-45b2-99fb-5108d83bd6f5) | Plant biomass | Global, 25 m | 2013+, Annual |
| [Lobelia Earth — Surface Soil Moisture 30 m](https://docs.cecil.earth/datasets/bea5b1e4-e341-4b06-9184-f622f7e4cc30) | Soil moisture | Global, 30 m | 2016+, Sub-monthly |
| [NHM — Biodiversity Intactness Index 10 km](https://docs.cecil.earth/datasets/e9d64984-3be5-4fe2-8373-7ff33bd673fb) | Biodiversity integrity | Global, 10 km | 2000-2021, Annual |
| [NHM — Biodiversity Intactness Index 1 km](https://docs.cecil.earth/datasets/169344ec-bccd-4891-b6cd-48dbeabb8482) | Biodiversity integrity | Global, 1 km | 2000-2021, Annual |
| [Planet — Forest Carbon Diligence](https://docs.cecil.earth/datasets/53738a57-a889-43c9-8f7a-7cb306831700) | Plant biomass | Global, 30 m | 2013+, Annual |
| [Planet — Forest Carbon Monitoring](https://docs.cecil.earth/datasets/4d8bd6ba-b751-4c46-8e70-5000e6d8b212) | Plant biomass | Global, 3.5 m | 2021+, Quarterly |
| [Planet — Soil Water Content 1000 m](https://docs.cecil.earth/datasets/667729d4-8a68-490f-905e-3f8190fe36c7) | Soil moisture | Global, 1 km | 2002+, Sub-weekly |
| [Planet — Soil Water Content 20 m](https://docs.cecil.earth/datasets/0dfb63a2-fddd-40f5-82d6-220f56023e26) | Soil moisture | Global, 20 m | 2018+, Sub-weekly |
| [PlanetSapling — Global Major Mines](https://docs.cecil.earth/datasets/36ae644b-11ab-4977-bbc6-78b3226b440d) | Asset locations | Global |  |
| [Sylvera — Biomass Atlas](https://docs.cecil.earth/datasets/db67c6ad-a7e3-4374-8dd5-50fc0c17cd74) | Plant biomass | Global, 30 m | 2000+, Annual |
| [UMD — Hansen Global Forest Change](https://docs.cecil.earth/datasets/9659ec1d-7091-4f8b-9db5-e9fe07d2f508) | Plant biomass | Global, 30 m | 2000+, Annual |
| [USDA — Cropland Data Layer 10 m](https://docs.cecil.earth/datasets/84f5bd14-83fc-4b45-8a65-ebe31eea4da1) | Land use & land cover | Conterminous US, 10 m | 2024+, Annual |
| [USDA — Cropland Data Layer 30 m](https://docs.cecil.earth/datasets/86bb24b3-c6c8-4a6c-8641-ae899852e3e3) | Land use & land cover | Conterminous US, 30 m | 2008+, Annual |
| [USDA — Landscape Change Monitoring System](https://docs.cecil.earth/datasets/446d2f29-0d7a-48a3-8407-e84d43df909b) | Land use & land cover | Conterminous US, 30 m | 1985+, Annual |
| [USGS — Annual National Land Cover Database](https://docs.cecil.earth/datasets/2ce9cb24-dba0-4f5e-89e1-d8fa5f5db7dc) | Land use & land cover | Conterminous US, 30 m | 1985+, Annual |
| [USGS — Protected Areas Database of the United States](https://docs.cecil.earth/datasets/e2f37407-c5f9-450e-ba62-6d2179291911) | Biodiversity importance | United States |  |
| [WCS — Forest Landscape Integrity Index](https://docs.cecil.earth/datasets/03f5ee4b-2419-4c79-bb44-5f838e43a977) | Ecosystem integrity | Global, 300 m | 2019 |
| [WorldPop — Population Counts 1 km](https://docs.cecil.earth/datasets/0273552c-b519-4ff8-906e-f4969c3a4fc7) | Demographic | Global, 1 km | 2015-2030, Annual |
| [WRI — Aqueduct Water Risk Atlas - Baseline Annual](https://docs.cecil.earth/datasets/ef65afb9-e593-4705-be57-3bbe1c863577) | Risk | Global | 1979-2019 |
| [WRI — Aqueduct Water Risk Atlas - Baseline Monthly](https://docs.cecil.earth/datasets/6075fade-09d8-4288-83e8-80e03f229767) | Risk | Global | 1979-2019, Monthly |
| [WRI — Aqueduct Water Risk Atlas - Future Annual](https://docs.cecil.earth/datasets/819b7700-9f9a-448c-ad74-ad989bd78549) | Risk | Global | 2030-2080, Irregular |
| [WRI — SBTN Natural Lands](https://docs.cecil.earth/datasets/bf249342-557a-4028-922c-c67fc4ad6a64) | Land use & land cover | Global, 30 m | 2020 |
| [WRI — Tropical Tree Cover 10 m](https://docs.cecil.earth/datasets/72cfdb7e-5c49-45d4-be8d-02ff227a24b8) | Land use & land cover | Tropics, 10 m | 2020 |
| [WRI — Tropical Tree Cover 70 m](https://docs.cecil.earth/datasets/e8fe6f99-606b-4c5a-bbe8-6ae34bda02ad) | Land use & land cover | Tropics, 70 m | 2020 |