[HTML][HTML] Remote sensing of soil degradation: Progress and perspective
Soils constitute one of the most critical natural resources and maintaining their health is vital
for agricultural development and ecological sustainability, providing many essential …
for agricultural development and ecological sustainability, providing many essential …
Advancing soil health: challenges and opportunities in integrating digital imaging, spectroscopy, and machine learning for bioindicator analysis
The assessment of soil health is of paramount importance for promoting sustainable
agriculture and enhancing ecosystem resilience. 1 Healthy soils play a vital role in …
agriculture and enhancing ecosystem resilience. 1 Healthy soils play a vital role in …
[HTML][HTML] Digital mapping of soil salinization based on Sentinel-1 and Sentinel-2 data combined with machine learning algorithms
G Ma, J Ding, L Han, Z Zhang, S Ran - Regional Sustainability, 2021 - Elsevier
Soil salinization is one of the most important causes of land degradation and desertification,
especially in arid and semi-arid areas. The dynamic monitoring of soil salinization is of great …
especially in arid and semi-arid areas. The dynamic monitoring of soil salinization is of great …
[HTML][HTML] Estimation of soil organic carbon content in coastal wetlands with measured VIS-NIR spectroscopy using optimized support vector machines and random …
J Song, J Gao, Y Zhang, F Li, W Man, M Liu, J Wang… - Remote Sensing, 2022 - mdpi.com
Coastal wetland soil organic carbon (CW-SOC) is crucial for both “blue carbon” and carbon
sequestration. It is of great significance to understand the content of soil organic carbon …
sequestration. It is of great significance to understand the content of soil organic carbon …
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 …
Exploring the potential of UAV hyperspectral image for estimating soil salinity: Effects of optimal band combination algorithm and random forest
C Zhu, J Ding, Z Zhang, Z Wang - … Acta Part A: Molecular and Biomolecular …, 2022 - Elsevier
Hyperspectral remote sensing by unmanned aerial vehicle (UAV) is an important technical
tool for rapid, accurate, and real-time monitoring of soil salinity in arid zone agroecosystems …
tool for rapid, accurate, and real-time monitoring of soil salinity in arid zone agroecosystems …
[HTML][HTML] Integrating active and passive remote sensing data for mapping soil salinity using machine learning and feature selection approaches in arid regions
SA Mohamed, MM Metwaly, MR Metwalli… - Remote Sensing, 2023 - mdpi.com
The prevention of soil salinization and managing agricultural irrigation depend greatly on
accurately estimating soil salinity. Although the long-standing laboratory method of …
accurately estimating soil salinity. Although the long-standing laboratory method of …
Hyperspectral imagery reveals large spatial variations of heavy metal content in agricultural soil-A case study of remote-sensing inversion based on Orbita …
The widespread heavy metal contamination in soil induced by extensive human disturbance
has been a global significant issue because of its chronic toxic effects on human health …
has been a global significant issue because of its chronic toxic effects on human health …
[HTML][HTML] Towards optimal variable selection methods for soil property prediction using a regional soil vis-nir spectral library
Soil visible and near-infrared (Vis-NIR, 350–2500 nm) spectroscopy has been proven as an
alternative to conventional laboratory analysis due to its advantages being rapid, cost …
alternative to conventional laboratory analysis due to its advantages being rapid, cost …
Prediction of soil organic matter content based on characteristic band selection method
S Xie, F Ding, S Chen, X Wang, Y Li, K Ma - Spectrochimica Acta Part A …, 2022 - Elsevier
Soil organic matter (SOM) is a key index for evaluating soil fertility and plays a vital role in
the terrestrial carbon cycle. Visible and near-infrared (Vis-NIR) spectroscopy is an effective …
the terrestrial carbon cycle. Visible and near-infrared (Vis-NIR) spectroscopy is an effective …