Enhanced soil organic carbon mapping in Gannan’s alpine meadows: A comparative analysis of machine learning models and satellite data

Soil organic carbon (SOC) is a critical climate change indicator. This study targets the Gannan region, a key livestock area in China, where accurate soil organic carbon density (SOCD) mapping using remote sensing and machine learning is crucial. We explored the effectiveness of different satellite...

Descripció completa

Dades bibliogràfiques

Autors principals:	Xingyu Liu, Meiling Zhang, Ziming Ma
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2025-08-01
Col·lecció:	Ecological Indicators
Matèries:	Digital soil mapping Google earth engine Sentinel-1/2 Shapley additive explanations
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S1470160X25007307
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!