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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 …
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
platform have recently gained significant attention for on-site monitoring of heavy metal ions …