Mapping global hotspots and trends of water quality (1992–2010): a data driven approach
Clean water is key for sustainable development. However, large gaps in monitoring data limit our understanding of global hotspots of poor water quality and their evolution over time. We demonstrate the value added of a data-driven approach (here, random forest) to provide accurate high-frequency est...
Main Authors: | Sebastien Desbureaux, Frederic Mortier, Esha Zaveri, Michelle T H van Vliet, Jason Russ, Aude Sophie Rodella, Richard Damania |
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Format: | Article |
Language: | English |
Published: |
IOP Publishing
2022-01-01
|
Series: | Environmental Research Letters |
Subjects: | |
Online Access: | https://doi.org/10.1088/1748-9326/ac9cf6 |
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