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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.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 2 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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