Frontiers in Soil Science

Original Research

Accepted on 20 Oct 2025

Ensemble Machine Learning for Digital Mapping of Soil pH and Electrical Conductivity in the Andean Agroecosystem of Peru

in Pedometrics

Carlos Carbajal llosa
Antony Barja
Samuel Pizarro

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1673628

523 views

Original Research

Published on 01 Oct 2025

Accumulation of potentially toxic elements in vegetable-cultivated soils from an agri-intensive region of southwest Punjab, India: contamination status and the effect of crop rotation

in Pedometrics

Prafulla Kumar Sahoo
Harish Chandra Barman
Hemant Kumar
Lamnganbi Ngangom
Umakant Chaudhari

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1634647

751 views

Original Research

Published on 30 Sep 2025

Spatiotemporal prediction of soil moisture content at various depths in three soil types using machine learning algorithms

in Pedometrics

Tarek Alahmad
Miklós Neményi
Adrienn Széles
Nour Ali
Omar Hijazi
Anikó Nyéki

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1612908

2,359 views

Original Research

Published on 17 Sep 2025

Rapid assessment of soil traits in hyperarid areas via XRF and locally weighted PLSR

in Pedometrics

Baptiste Kerfriden
Stéphane Boivin
Oscar Malou
Yassine Fendane
Hassan Boukcim
Sami D. Almalki
Shauna K. Rees
Benjamin P. Y.-H. Lee
Ahmed Mohamed
Abdalsamad Aldabaa

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1668732

659 views

Original Research

Published on 26 Aug 2025

Improving plant-available water estimation using model averaging of national soil water models

in Pedometrics

Brendan P. Malone
Ross D. Searle
Siyuan Tian
Thomas F. Bishop
Yi Yu

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1629686

1,023 views

Original Research

Published on 12 Aug 2025

Variations in maximum freezing depth in Northeast China from 1975 to 2024 using a machine learning model

in Pedometrics

Shuo Wang
Aihemaitijiang Tuerhong
Nueraili Maimaitituersun
Zuo-Jun Ning

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1642004

916 views

Original Research

Published on 08 Aug 2025

Rapid and low-cost geochemical indices for tracing iron mining tailings within fluvial sediments: a case study from the Paraopeba River after the B1 Dam burst in Brumadinho, Minas Gerais, Brazil

in Pedometrics

Fernando Luís Pantuzzo
Fernando Verassani Laureano
Caíque Lima Cabral
Gabriel Negreiros Salomão
Roberto Dall’Agnol
Vitor Brognaro Pimenta
Lucas Pereira Leão

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1617526

1,112 views

Original Research

Published on 03 Apr 2025

AutoRA: an innovative algorithm for automatic delineation of reference areas in support of smart soil sampling and digital soil twins

in Pedometrics

Hugo Rodrigues
Marcos Bacis Ceddia
Gustavo Mattos Vasques
Sabine Grunwald
Ebrahim Babaeian

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1557566

1,652 views

Original Research

Published on 25 Feb 2025

Comprehensive analysis of sediment grain features and their engineering implications in the Yangtze River source area

in Pedometrics

Zhijing Li
Xiaoxue Wang
Yujiao Liu
Wenqi Li
Xian Zhou
Chaonan Lv
Guiqiao Wang
Junxiao Ma

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1540941

1,690 views
3 citations

Original Research

Published on 24 Jan 2025

Geogenic perspectives on potassium dynamics and plant uptake: insights from natural and submerged conditions across different soil types with machine learning predictions

in Pedometrics

Saibal Ghosh
Gourav Mondal
Shreya Chakraborty
Sonali Banerjee
Sumit Kumar
Riddhi Basu
Pradip Bhattacharyya

Frontiers in Soil Science

doi 10.3389/fsoil.2025.1539477

2,061 views
1 citation

Editorial

Published on 17 Dec 2024

Editorial: Digital soil mapping using electromagnetic sensors

in Pedometrics

Triven Koganti
Philippe De Smedt
Mohammad Farzamian
Maria Knadel
John Triantafilis
Anders Vest Christiansen
Mogens H. Greve

Frontiers in Soil Science

doi 10.3389/fsoil.2024.1536797

1,417 views
1 citation

Original Research

Published on 04 Dec 2024

Modeling the electrical conductivity relationship between saturated paste extract and 1:2.5 dilution in different soil textural classes

in Pedometrics

Moh’d M. Omar
Mawazo J. Shitindi
Boniface H. J. Massawe
Ole Pedersen
Joel L. Meliyo
Kadeghe G. Fue

Frontiers in Soil Science

doi 10.3389/fsoil.2024.1421661

3,239 views
3 citations

Original Research

Published on 18 Jul 2024

Groundwater fluoride prediction modeling using physicochemical parameters in Punjab, India: a machine-learning approach

in Pedometrics

Anjali Kerketta
Harmanpreet Singh Kapoor
Prafulla Kumar Sahoo

Frontiers in Soil Science

doi 10.3389/fsoil.2024.1407502

5,131 views
4 citations

Original Research

Published on 15 Mar 2024

Comparison of multi-coil and multi-frequency frequency domain electromagnetic induction instruments

in Pedometrics

Guillaume Blanchy
Paul McLachlan
Benjamin Mary
Matteo Censini
Jacopo Boaga
Giorgio Cassiani

Frontiers in Soil Science

doi 10.3389/fsoil.2024.1239497

2,568 views
10 citations

Original Research

Published on 15 Feb 2024

Linking electromagnetic induction data to soil properties at field scale aided by neural network clustering

in Pedometrics

Dave O’Leary
Cosimo Brogi
Colin Brown
Pat Tuohy
Eve Daly

Frontiers in Soil Science

doi 10.3389/fsoil.2024.1346028

3,872 views
7 citations

Original Research

Published on 17 Jan 2024

Assessing soil moisture variability in a vineyard via frequency domain electromagnetic induction data

in Pedometrics

Lorenzo De Carlo
Antonietta Celeste Turturro
Maria Clementina Caputo

Frontiers in Soil Science

doi 10.3389/fsoil.2023.1290591

1,825 views
1 citation