Characterising the spatio-temporal patterns of water quality parameters in the cradle of humankind world heritage site using Sentinel-2 and random forest regressor

IntroductionWater quality assessment is essential for monitoring and managing freshwater resources, particularly in ecologically and culturally significant areas like the Cradle of Humankind World Heritage Site (COHWHS). This study aimed to predict and map the spatio-temporal patterns of both optica...

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Bibliographic Details
Main Authors: Sinesipho Ngamile, Mahlatse Kganyago, Sabelo Madonsela, Vuyelwa Mvandaba
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Remote Sensing
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Online Access:https://www.frontiersin.org/articles/10.3389/frsen.2025.1631403/full
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