Data Lab Sandbox

wri_tropical_tree_cover

created_on

2024-07-11T15:09:28.370430

updated_on

2025-01-15T20:49:31.585849

spatial_resolution

resolution_description

10 x 10 meters, half hectare

geographic_coverage

4.3 billion hectares of the tropics (-23.44 to 23.44 latitude)

update_frequency

Yearly change detection maps starting in 2017 are planned for 2024 release.

scale

citation

Use the following credit when this data is displayed: Source: [date], accessed through Global Forest Watch on [date] Use the following credit when this data is cited: Brandt, Brandt, J., Ertel, J., Spore, J., & Stolle, F. (2023). WALL-to-wall mapping of tree extent in the tropics with sentinel-1 and sentinel-2. Remote Sensing of Environment, 292, 113574. https://doi.org/10.1016/j.rse.2023.11357

title

Tropical Tree Cover

subtitle

(2020, 10m / half hecatre, Tropics)

source

World Resources Institute

license

[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)

data_language

English

overview

The tropical tree cover data maps tree extent at the ten-meter scale and tree cover at the half hectare scale to enable accurate monitoring of trees in urban areas, agricultural lands, and in open canopy and dry forest ecosystems. The data extends over 4.3 billion hectares of the global tropics. <br><br>The data is derived from multi-temporal convolutional neural network models applied to Sentinel optical and radar imagery. The 10-meter dataset is a binary tree extent layer that is similar to a land cover map, while the tree cover data represents fractional cover at a half-hectare scale. More details on the methodology and analyses can be found on [the GitHub page](https://github.com/wri/sentinel-tree-cover/wiki/Product-Specifications).

function

Displays tree extent at the ten-meter scale and tree cover at the half hectare scale to enable accurate monitoring of trees in urban areas, agricultural lands, and in open canopy and dry forest ecosystems

cautions

This dataset uses a different definition of a tree and a different definition of tree cover than does Hansen et al. (2013). This dataset defines a tree according to both the height and crown diameter. Woody vegetation higher than 5 meters regardless of crown diameter, or between 3 and 5 meters with a minimum crown diameter of 5 meters is considered a tree. This definition is different from Hansen et al. (2013) which defines a tree as any vegetation at least 5 meters in height. The tropical tree cover dataset does not disambiguate plantation trees from non-plantation trees. <br><br>Analyses or statistics derived for shapefiles smaller than 0.5 ha may not be accurate.

key_restrictions

tags

why_added

learn_more

id

69c02d74-1857-4dfd-8d2a-486b3561320c

Is downloadable?

Yes

Versions

v2020
v2020.1
v2020.2