Pollution level mapping of heavy metal in soil for ground-airborne hyperspectral data with support vector machine and deep neural network: A case study of Southwestern Xiong'an, China-Reference-Cited by-同舟云学术

Pollution level mapping of heavy metal in soil for ground-airborne hyperspectral data with support vector machine and deep neural network: A case study of Southwestern Xiong'an, China

Published:2023-03 Issue: Volume:321 Page:121132
ISSN:0269-7491
Container-title:Environmental Pollution
language:en
Short-container-title:Environmental Pollution

Author:

Wang Mingwei,Wang Cheng,Ruan Jinghou,Liu Wei,Huang Zhaoqiang,Chen Maolin,Ni Bin

Publisher

Elsevier BV

Subject

Health, Toxicology and Mutagenesis,Pollution,Toxicology,General Medicine

Reference36 articles.

1. Automated lithological mapping using airborne hyperspectral thermal infrared data: a case study from Anchorage Island, Antarctica;Black;Remote Sens. Environ.,2016

2. A comprehensive survey on support vector machine classification: applications, challenges and trends;Cervantes;Neurocomputing,2020

3. Sources and spatial distribution of heavy metals and arsenic in soils from Xiongan New Area, China;Dong;Hydrogeol. Eng. Geol.,2021

4. A study on support vector machine based linear and non-linear pattern classification;Ghosh,2019

5. Characteristics of soil heavy metal pollution and health risk in Xiong'an New District;Guo;China Environ. Sci.,2021

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Effects of Soil, Water and Air Pollution with Heavy Metal Ions Around Lead and Zinc Mining and Processing Factories;Water, Air, & Soil Pollution;2023-12

2. Assessment of land use effect, mapping of human health risks and chemometric analysis of potential toxic elements in topsoils of Aran-o-Bidgol, Iran;Environmental Geochemistry and Health;2023-08-03

3. Analysis of Prediction Accuracy and Model Optimization in Soil Geochemical Mapping of Arsenic Using Geostatistics and Machine Learning Methods;2023

4. Machine Learning-Based Classification of Skin Cancer Hyperspectral Images;Procedia Computer Science;2023