Published August 24, 2022
| Version v1
Dataset
Open
Mapping global lake dynamics reveals the emerging roles of small lakes: code and data
Description
This repository contains the relevant code and data for the paper Mapping global lake dynamics reveals the emerging roles of small lakes (https://www.nature.com/articles/s41467-022-33239-3).
Specifically, the U-Net.zip file includes the associated codes for segmenting global lakes by using the U-Net model, and the labels used in this process. The GLAKES.zip file includes the GLAKES lake polygon product (.gdb & .shp) and the corresponding water probability-weighted area of GLAKES lakes during the three periods (1984-1999, 2000-2009, 2010-2019). Please refer to the README file in both the U-Net.zip and the GLAKES.zip file for more detailed information.
Files
Files
(1.9 GB)
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md5:665d1817937ed59316a85f77b177918a
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1.8 GB | Download |
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md5:15c9aba7b9dfaae08f496fd722b17acc
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115.9 MB | Download |