Current status and development trend of soil salinity monitoring research in China

Y Ma, N Tashpolat - Sustainability, 2023 - mdpi.com
Soil salinization is a resource and ecological problem that currently exists on a large scale in
all countries of the world. This problem is seriously restricting the development of agricultural …

Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI

J Wang, J Ding, D Yu, D Teng, B He, X Chen… - Science of the Total …, 2020 - Elsevier
Accurate assessment of soil salinization is considered as one of the most important steps in
combating global climate change, especially in arid and semi-arid regions. Multi-spectral …

Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China

J Wang, J Ding, D Yu, X Ma, Z Zhang, X Ge, D Teng… - Geoderma, 2019 - Elsevier
Soil salinization is one of the most important causes for land degradation and desertification
and is an important threat to land management, farming activities, water quality, and …

Remote sensing approaches and mapping methods for monitoring soil salinity under different climate regimes

T Gorji, A Yıldırım, E Sertel, A Tanık - International Journal of …, 2019 - dergipark.org.tr
Soil salinization is one of the severe land-degradation problems due to its adverse effects on
land productivity. Each year several hectares of lands are degraded due to primary or …

Soil salinity mapping using machine learning algorithms with the Sentinel-2 MSI in arid areas, China

J Wang, J Peng, H Li, C Yin, W Liu, T Wang, H Zhang - Remote Sensing, 2021 - mdpi.com
Accurate monitoring of soil salinization plays a key role in the ecological security and
sustainable agricultural development of arid regions. As a branch of artificial intelligence …

Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements

T Gorji, A Yildirim, N Hamzehpour, A Tanik, E Sertel - Ecological Indicators, 2020 - Elsevier
Soil salinization is one of the significant soil degradation problems especially faced in arid
and semi-arid regions of the world. It poses a high threat to soil productivity in agricultural …

Predicting the contents of soil salt and major water-soluble ions with fractional-order derivative spectral indices and variable selection

C Lao, J Chen, Z Zhang, Y Chen, Y Ma, H Chen… - … and Electronics in …, 2021 - Elsevier
This study aimed to improve the potential of visible-near infrared (VIS-NIR) spectroscopy in
predicting the contents of salt and major soluble ions in the topsoil at Hetao Irrigation District …

[HTML][HTML] Soil salinity inversion based on differentiated fusion of satellite image and ground spectra

H Chen, Y Ma, A Zhu, Z Wang, G Zhao, Y Wei - International Journal of …, 2021 - Elsevier
Due to the wide availability of remote sensing data from different sensors and platforms, soil
salinity inversion based on the fusion of multisource remote sensing data is becoming a …

Combination of hyperspectral and machine learning to invert soil electrical conductivity

P Jia, J Zhang, W He, Y Hu, R Zeng, K Zamanian… - Remote Sensing, 2022 - mdpi.com
An accurate estimation of soil electrical conductivity (EC) using hyperspectral techniques is
of great significance for understanding the spatial distribution of solutes and soil salinization …

[HTML][HTML] Soil salinization mapping across different sandy land-cover types in the Shiyang River Basin: A remote sensing and multiple linear regression approach

M Ngabire, T Wang, X Xue, J Liao, G Sahbeni… - Remote Sensing …, 2022 - Elsevier
Soil salinization has a critical impact on land in arid and semi-arid regions. Consequently,
mapping and monitoring saline soils have been the subject of growing attention for many …