Hyperspectral inversion of heavy metal content in farmland soil under conservation tillage of black soils

Hyperspectral inversion of heavy metal content in farmland soil under conservation tillage of black soils

Abstract Globally, heavy metal (HM) soil pollution is becoming an increasingly serious concern. Heavy metals in soils pose significant environmental and health risks due to their persistence, toxicity, and potential for bioaccumulation. These metals often originate from anthropogenic activities such...

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Bibliographic Details
Main Authors: Yanan Chen, Wanying Shi, Guzailinuer Aihemaitijiang, Feng Zhang, Jiquan Zhang, Yichen Zhang, Dianqi Pan, Jinying Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Spectral pretreatment
Soil heavy metal
Random forest model
Black soil area
Spectral transformation
Conservation tillage
Online Access:https://doi.org/10.1038/s41598-024-83479-0
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