Spatiotemporal pattern of water hyacinth (Pontederia crassipes) distribution in Lake Tana, Ethiopia, using a random forest machine learning model

Water hyacinth (Pontederia crassipes) is an invasive weed that covers a significant portion of Lake Tana. The infestation has an impact on the lake’s ecological and socioeconomic systems. Early detection of the spread of water hyacinth using geospatial techniques is crucial for its effective managem...

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Autores principales:	Matiwos Belayhun, Zerihun Chere, Nigus Gebremedhn Abay, Yonas Nicola, Abay Asmamaw
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Frontiers Media S.A. 2024-11-01
Colección:	Frontiers in Environmental Science
Materias:	aquatic invasive plant Lake Tana machine learning model remote sensing indices Sentinel image water hyacinth
Acceso en línea:	https://www.frontiersin.org/articles/10.3389/fenvs.2024.1476014/full
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