A systematic evaluation of advanced machine learning models for nickel contamination management in soil using spectral data DOI Creative Commons

Kechao Li,

Tao Hu, Min Zhou

et al.

Journal of Hazardous Materials Advances, Journal Year: 2024, Volume and Issue: unknown, P. 100576 - 100576

Published: Dec. 1, 2024

Language: Английский

Tree-structured parzen estimator optimized-automated machine learning assisted by meta–analysis for predicting biochar–driven N2O mitigation effect in constructed wetlands DOI

Bi–Ni Jiang,

Yingying Zhang, Zhiyong Zhang

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 354, P. 120335 - 120335

Published: Feb. 17, 2024

Language: Английский

Citations

13
Utilizing machine learning to evaluate heavy metal pollution in the world's largest mangrove forest DOI
Ram Proshad, Md. Abdur Rahim, Mahfuzur Rahman

et al.

The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 951, P. 175746 - 175746

Published: Aug. 23, 2024

Language: Английский

Citations

5
Soil zinc content estimation using GF-5 hyperspectral image with mitigation of soil moisture influence DOI

Songtao Ding,

Weihao Wang, Weichao Sun

et al.

Computers and Electronics in Agriculture, Journal Year: 2025, Volume and Issue: 235, P. 110318 - 110318

Published: March 30, 2025

Language: Английский

Citations

0
Improving spatial prediction of soil organic matter in typical black soil area of Northeast China using structural equation modeling integration framework DOI
Xingnan Liu, Mingchang Wang, Ziwei Liu

et al.

Computers and Electronics in Agriculture, Journal Year: 2025, Volume and Issue: 236, P. 110404 - 110404

Published: April 24, 2025

Language: Английский

Citations

0
High-performance prediction of soil organic carbon using automatic hyperparameter optimization method in the yellow river delta of China DOI
Yingqiang Song,

Feng Wang,

Weihao Yang

et al.

Computers and Electronics in Agriculture, Journal Year: 2025, Volume and Issue: 236, P. 110490 - 110490

Published: May 8, 2025

Language: Английский

Citations

0
Vertical distributions and potential contamination assessment of seldom monitored trace elements in three different land use types of Yellow River Delta DOI
Yingqiang Song,

Zhongkang Yang

Marine Pollution Bulletin, Journal Year: 2024, Volume and Issue: 199, P. 116033 - 116033

Published: Jan. 13, 2024

Language: Английский

Citations

3
Fracture toughness prediction using well logs and Extreme gradient Boosting based on particle swarm optimization in shale gas reservoir DOI

Mbula Ngoy Nadege,

Biao Shu,

Allou Koffi Franck Kouassi

et al.

Engineering Fracture Mechanics, Journal Year: 2024, Volume and Issue: 315, P. 110759 - 110759

Published: Dec. 28, 2024

Language: Английский

Citations

3
Hybrid machine learning approach integrating GMDH and SVR for heavy metal concentration prediction in dust samples DOI
Jamshid Piri, Mohammad Reza Rezaei Kahkha, Özgür Kişi

et al.

Environmental Science and Pollution Research, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 10, 2024

Language: Английский

Citations

2
Retrieval of chromium and mercury concentrations in agricultural soils: Using spectral information, environmental covariates, or a fusion of both? DOI Creative Commons
Li Wang, Zhou Yong, Sun Xiao

et al.

Ecological Indicators, Journal Year: 2024, Volume and Issue: 167, P. 112594 - 112594

Published: Sept. 14, 2024

Language: Английский

Citations

2
Machine learning combined with geodetector to predict the spatial distribution of soil heavy metals in mining areas DOI
Haiying Hu, Wei Zhou, Xiaoyang Liu

et al.

The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 959, P. 178281 - 178281

Published: Dec. 29, 2024

Language: Английский

Citations

1