Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data

Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data

Arsenic (As) is a versatile heavy metalloid trace element extensively used in industrial applications. As is carcinogen, poses health risks through both inhalation and ingestion, and is associated with an increased risk of liver, kidney, lung, and bladder tumors. In the agricultural context, the rep...

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Bibliographic Details
Main Authors: Arthur Nicolaus Fendrich, Elise Van Eynde, Dimitrios M. Stasinopoulos, Robert A. Rigby, Felipe Yunta Mezquita, Panos Panagos
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Environment International
Subjects:
Arsenic
GAMLSS
Random forest
Soil contamination
Statistical modeling
Trace element
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412024001302

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