Monitoring of soil heavy metals based on hyperspectral remote sensing: A review

Y Wang, B Zou, L Chai, Z Lin, H Feng, Y Tang… - Earth-Science …, 2024 - Elsevier
Hyperspectral remote sensing (HRS) has emerged as a promising technique for monitoring
the spatiotemporal distribution of soil heavy metal (SHM) contamination, owing to its …

Estimation of the soil arsenic concentration using a geographically weighted XGBoost model based on hyperspectral data

M Ye, L Zhu, X Li, Y Ke, Y Huang, B Chen, H Yu… - Science of The Total …, 2023 - Elsevier
Considering the high toxicity of arsenic (As), its contamination of soil represents an alarming
environmental and public health issue. Existing soil heavy metal concentration estimation …

[HTML][HTML] Monitoring heavy metals and metalloids in soils and vegetation by remote sensing: a review

V Lovynska, B Bayat, R Bol, S Moradi, M Rahmati… - Remote Sensing, 2024 - mdpi.com
Heavy metal contamination in soils and vegetation poses a significant problem due to its
toxicity and persistence. Toxic effects on vegetation include not only impaired growth …

[HTML][HTML] Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring

X Ge, J Wang, J Ding, X Cao, Z Zhang, J Liu, X Li - PeerJ, 2019 - peerj.com
Soil moisture content (SMC) is an important factor that affects agricultural development in
arid regions. Compared with the space-borne remote sensing system, the unmanned aerial …

Retrieving soil heavy metals concentrations based on GaoFen-5 hyperspectral satellite image at an opencast coal mine, Inner Mongolia, China

B Zhang, B Guo, B Zou, W Wei, Y Lei, T Li - Environmental Pollution, 2022 - Elsevier
Soil heavy metals pollution has been becoming one of the severely environmental issues
globally. Previous studies reported laboratory-measured spectra could be used to infer soil …

Assessing toxic metal chromium in the soil in coal mining areas via proximal sensing: Prerequisites for land rehabilitation and sustainable development

J Wang, X Hu, T Shi, L He, W Hu, G Wu - Geoderma, 2022 - Elsevier
The rapid and accurate determination of soil chromium (Cr) is crucial for preventing toxic
element pollution in soils and ensuring ecological security. Proximal sensing technology …

[HTML][HTML] Prediction of soil properties based on characteristic wavelengths with optimal spectral resolution by using Vis-NIR spectroscopy

B Yu, C Yan, J Yuan, N Ding, Z Chen - Spectrochimica Acta Part A …, 2023 - Elsevier
Visible and near-infrared (Vis-NIR) spectroscopy technique has been recognized as a cost-
effective, rapid, non-destructive alternative to traditional soil physicochemical analysis to …

Effects of hyperspectral data with different spectral resolutions on the estimation of soil heavy metal content: From ground-based and airborne data to satellite …

Y Wang, X Zhang, W Sun, J Wang, S Ding… - Science of the Total …, 2022 - Elsevier
Soil heavy metal distribution maps can provide decision-making information for pollution
control and agricultural management. However, the estimation of heavy metals is sensitive …

Spatial distribution prediction of soil heavy metals based on random forest model

S Nie, H Chen, X Sun, Y An - Sustainability, 2024 - mdpi.com
Mastering the spatial distribution of soil heavy metal content and evaluating the pollution
status of soil heavy metals is of great significance for ensuring agricultural production and …

A 3D origami paper-based analytical device combined with PVC membrane for colorimetric assay of heavy metal ions: Application to determination of Cu (II) in water …

H Sharifi, J Tashkhourian, B Hemmateenejad - Analytica Chimica Acta, 2020 - Elsevier
Microfluidic paper-based analytical devices (μPADs) as a potentially powerful analytical
platform have recently gained significant attention for on-site monitoring of heavy metal ions …