High-Resolution prediction of soil pH in European temperate forests using Sentinel-2 and ancillary environmental data

High-Resolution prediction of soil pH in European temperate forests using Sentinel-2 and ancillary environmental data

Abstract Soil pH is a key indicator for understanding soil health status in forested ecosystems, yet high-resolution mapping of this variable, especially at a 30-m spatial resolution, remains limited. This study uses Sentinel-2 spectral data, in-situ soil pH measurements, topsoil physical properties...

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Bibliographic Details
Main Authors: Haidi Abdullah, Andrew K. Skidmore, Andjin Siegenthaler, Elnaz Neinavaz
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Soil pH
Sentinel-2
Random forest
LUCAS topsoil database
Online Access:https://doi.org/10.1038/s41598-025-03942-4
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https://doi.org/10.1038/s41598-025-03942-4

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