Articles | Volume 6, issue 1
https://doi.org/10.5194/gi-6-149-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gi-6-149-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Soil salinity mapping and hydrological drought indices assessment in arid environments based on remote sensing techniques
Department of Hydrology and Water Resources Management, Faculty of
Meteorology, Environment & Arid Land Agriculture, King Abdulaziz University, Jeddah 21589, Saudi Arabia
Jarbou A. Bahrawi
Department of Hydrology and Water Resources Management, Faculty of
Meteorology, Environment & Arid Land Agriculture, King Abdulaziz University, Jeddah 21589, Saudi Arabia
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Cited
51 citations as recorded by crossref.
- Understanding of photosynthetically active radiation index under soil salinity variation using remote sensing practices in arid environments M. Elhag
- Research on Dynamic Monitoring of Grain Filling Process of Winter Wheat from Time-Series Planet Imageries X. Zhou et al.
- Remote sensing approaches and mapping methods for monitoring soil salinity under different climate regimes T. Gorji et al.
- Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging A. Gholizadeh et al.
- Potential of Landsat 8 OLI for mapping and monitoring of soil salinity in an arid region: A case study in Dushak, Turkmenistan E. Günal et al.
- Spatio-temporal assessment of soil salinization utilizing remote sensing derivatives, and prediction modeling: Implications for sustainable development P. Kumar et al.
- HSE-GNN-CP: Spatiotemporal Teleconnection Modeling and Conformalized Uncertainty Quantification for Global Crop Yield Forecasting S. Mahmood et al.
- Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing B. Roy et al.
- A Framework for Soil Salinity Monitoring in Coastal Wetland Reclamation Areas Based on Combined Unmanned Aerial Vehicle (UAV) Data and Satellite Data L. Xie et al.
- A 40-year dataset of soil salinity dynamics (1985–2024) at 100 m resolution in the Western Songnen Plain, China B. Wang et al.
- The soil-adjusted vegetation index for soil salinity assessment in Uzbekistan N. Teshaev et al.
- Assessment of Water Quality Parameters Using Temporal Remote Sensing Spectral Reflectance in Arid Environments, Saudi Arabia M. Elhag et al.
- Characterization of Soil Degradation from the Cameroonians Shores of Lake Chad Combining Spectral Indexes and Statistics Analysis S. Gadal et al.
- Developing regional soil micronutrient management strategies through ensemble learning based digital soil mapping S. Dasgupta et al.
- Hydroclimate dynamics and their impact on vegetation health in the Luni River Basin, Western India: a multi-index assessment using remote sensing P. Chauhan et al.
- VEGETATION INDICES FOR IRRIGATED CORN MONITORING F. Alvino et al.
- VICAL: Global Calculator to Estimate Vegetation Indices for Agricultural Areas with Landsat and Sentinel-2 Data S. Jiménez-Jiménez et al.
- Estimation of top soil properties by Sentinel-2 imaging D. Charishma et al.
- Sentinel-2 Satellite Imagery-Based Assessment of Soil Salinity in Irrigated Rice Fields in Portugal R. Gerardo & I. de Lima
- Soil salinity assessment of a natural pasture using remote sensing techniques in central Anatolia, Turkey O. Kılıc et al.
- Enhanced soil organic carbon mapping in Gannan’s alpine meadows: A comparative analysis of machine learning models and satellite data X. Liu et al.
- Land use/land cover assessment as related to soil and irrigation water salinity over an oasis in arid environment K. Biro Turk & A. Aljughaiman
- Soil salinity assessment through satellite thermography for different irrigated and rainfed crops K. Ivushkin et al.
- A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion T. Nguyen et al.
- Water quality assessment based on the phytoplankton composition of Buyukcekmece Dam Lake and its influent streams (Istanbul), Turkey N. Yilmaz
- Hierarchical Bayes Small Area Estimation for Rice Yield Using Remote Sensing Data P. Rawat et al.
- Towards Near-Real-Time Estimation of Live Fuel Moisture Content from Sentinel-2 for Fire Management in Northern Thailand C. Chotamonsak et al.
- Soil Salinity Assessing and Mapping Using Several Statistical and Distribution Techniques in Arid and Semi-Arid Ecosystems, Egypt M. Fadl et al.
- Mapping Soil Characteristics: Spatio-Temporal Comparison of Land Use Regression and Ordinary Kriging in an Arid Environment N. pirestani et al.
- Optimal timing of satellite data acquisition for estimating and modeling soil salinity in cotton fields of the Mingbulak District, Uzbekistan S. KHOLDOROV et al.
- Soil Organic Carbon Prediction Using Sentinel-2 Data and Environmental Variables in a Karst Trough Valley Area of Southwest China T. Wang et al.
- Remote Sensing-Based Yield Estimation of Winter Wheat Using Vegetation and Soil Indices in Jalilabad, Azerbaijan N. Karimli & M. Selbesoğlu
- Assessment of Drought Severity and Their Spatio-Temporal Variations in the Hyper Arid Regions of Kingdom of Saudi Arabia: A Case Study from Al-Lith and Khafji Watersheds N. Ejaz & J. Bahrawi
- Coupling of machine learning and remote sensing for soil salinity mapping in coastal area of Bangladesh S. Sarkar et al.
- Modeling the Spatial Distribution of Soil Organic Carbon and Carbon Stocks in the Casanare Flooded Savannas of the Colombian Llanos J. Martín-López et al.
- Application of remote sensing to assess the environmental impacts of artisanal and semi-mechanized gold mining: a case study of Bekao (Adamawa, Cameroon) R. Abende Sayom et al.
- Consideration of NDVI thematic changes in density analysis and floristic composition of Wadi Yalamlam, Saudi Arabia A. Aldhebiani et al.
- Understanding of the Geomorphological Elements in Discrimination of Typical Mediterranean Land Cover Types M. Elhag & S. Boteva
- A Harmonious Satellite-Unmanned Aerial Vehicle-Ground Measurement Inversion Method for Monitoring Salinity in Coastal Saline Soil S. Zhang & G. Zhao
- Development of remote sensing-based yield prediction models at the maturity stage of boro rice using parametric and nonparametric approaches M. Islam et al.
- Consideration of Landsat-8 Spectral Band Combination in Typical Mediterranean Forest Classification in Halkidiki, Greece M. Elhag
- Remote Quantification of Soil Organic Carbon: Role of Topography in the Intra-Field Distribution B. Cutting et al.
- Assessing the performance of various meteorological drought indices in capturing historic droughts in the south of Algeria A. Ballah & L. Benaabidate
- Salinity Properties Retrieval from Sentinel-2 Satellite Data and Machine Learning Algorithms N. Mzid et al.
- Sedimentation mapping in shallow shoreline of arid environments using active remote sensing data M. Elhag & J. Bahrawi
- Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta T. Nguyen et al.
- ANALYSIS OF SOIL DEGRADATION AND DESERTIFICATION IN SOUTHERN BALKASH DESERT BASED ON GIS A. Gabdykadyr et al.
- Use of spectral indices and photosynthetic parameters to evaluate the growth performance of hydroponic tomato at different salinity levels K. Al-Gaadi et al.
- Analyzing coastal erosion and sedimentation using Sentinel-1 SAR change detection: An application on the Volta Delta, Ghana V. Di Biase & R. Hanssen
- Salinity-induced change in green vegetation and land use patterns using remote sensing, NDVI, and GIS techniques: A case study on the southwestern coast of Bangladesh M. Rashid et al.
- Significance of Planet SuperDove and refined Sentinel-2 imagery fusion for enhanced soil organic carbon prediction in croplands J. Mensah Biney et al.
51 citations as recorded by crossref.
- Understanding of photosynthetically active radiation index under soil salinity variation using remote sensing practices in arid environments M. Elhag
- Research on Dynamic Monitoring of Grain Filling Process of Winter Wheat from Time-Series Planet Imageries X. Zhou et al.
- Remote sensing approaches and mapping methods for monitoring soil salinity under different climate regimes T. Gorji et al.
- Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging A. Gholizadeh et al.
- Potential of Landsat 8 OLI for mapping and monitoring of soil salinity in an arid region: A case study in Dushak, Turkmenistan E. Günal et al.
- Spatio-temporal assessment of soil salinization utilizing remote sensing derivatives, and prediction modeling: Implications for sustainable development P. Kumar et al.
- HSE-GNN-CP: Spatiotemporal Teleconnection Modeling and Conformalized Uncertainty Quantification for Global Crop Yield Forecasting S. Mahmood et al.
- Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing B. Roy et al.
- A Framework for Soil Salinity Monitoring in Coastal Wetland Reclamation Areas Based on Combined Unmanned Aerial Vehicle (UAV) Data and Satellite Data L. Xie et al.
- A 40-year dataset of soil salinity dynamics (1985–2024) at 100 m resolution in the Western Songnen Plain, China B. Wang et al.
- The soil-adjusted vegetation index for soil salinity assessment in Uzbekistan N. Teshaev et al.
- Assessment of Water Quality Parameters Using Temporal Remote Sensing Spectral Reflectance in Arid Environments, Saudi Arabia M. Elhag et al.
- Characterization of Soil Degradation from the Cameroonians Shores of Lake Chad Combining Spectral Indexes and Statistics Analysis S. Gadal et al.
- Developing regional soil micronutrient management strategies through ensemble learning based digital soil mapping S. Dasgupta et al.
- Hydroclimate dynamics and their impact on vegetation health in the Luni River Basin, Western India: a multi-index assessment using remote sensing P. Chauhan et al.
- VEGETATION INDICES FOR IRRIGATED CORN MONITORING F. Alvino et al.
- VICAL: Global Calculator to Estimate Vegetation Indices for Agricultural Areas with Landsat and Sentinel-2 Data S. Jiménez-Jiménez et al.
- Estimation of top soil properties by Sentinel-2 imaging D. Charishma et al.
- Sentinel-2 Satellite Imagery-Based Assessment of Soil Salinity in Irrigated Rice Fields in Portugal R. Gerardo & I. de Lima
- Soil salinity assessment of a natural pasture using remote sensing techniques in central Anatolia, Turkey O. Kılıc et al.
- Enhanced soil organic carbon mapping in Gannan’s alpine meadows: A comparative analysis of machine learning models and satellite data X. Liu et al.
- Land use/land cover assessment as related to soil and irrigation water salinity over an oasis in arid environment K. Biro Turk & A. Aljughaiman
- Soil salinity assessment through satellite thermography for different irrigated and rainfed crops K. Ivushkin et al.
- A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion T. Nguyen et al.
- Water quality assessment based on the phytoplankton composition of Buyukcekmece Dam Lake and its influent streams (Istanbul), Turkey N. Yilmaz
- Hierarchical Bayes Small Area Estimation for Rice Yield Using Remote Sensing Data P. Rawat et al.
- Towards Near-Real-Time Estimation of Live Fuel Moisture Content from Sentinel-2 for Fire Management in Northern Thailand C. Chotamonsak et al.
- Soil Salinity Assessing and Mapping Using Several Statistical and Distribution Techniques in Arid and Semi-Arid Ecosystems, Egypt M. Fadl et al.
- Mapping Soil Characteristics: Spatio-Temporal Comparison of Land Use Regression and Ordinary Kriging in an Arid Environment N. pirestani et al.
- Optimal timing of satellite data acquisition for estimating and modeling soil salinity in cotton fields of the Mingbulak District, Uzbekistan S. KHOLDOROV et al.
- Soil Organic Carbon Prediction Using Sentinel-2 Data and Environmental Variables in a Karst Trough Valley Area of Southwest China T. Wang et al.
- Remote Sensing-Based Yield Estimation of Winter Wheat Using Vegetation and Soil Indices in Jalilabad, Azerbaijan N. Karimli & M. Selbesoğlu
- Assessment of Drought Severity and Their Spatio-Temporal Variations in the Hyper Arid Regions of Kingdom of Saudi Arabia: A Case Study from Al-Lith and Khafji Watersheds N. Ejaz & J. Bahrawi
- Coupling of machine learning and remote sensing for soil salinity mapping in coastal area of Bangladesh S. Sarkar et al.
- Modeling the Spatial Distribution of Soil Organic Carbon and Carbon Stocks in the Casanare Flooded Savannas of the Colombian Llanos J. Martín-López et al.
- Application of remote sensing to assess the environmental impacts of artisanal and semi-mechanized gold mining: a case study of Bekao (Adamawa, Cameroon) R. Abende Sayom et al.
- Consideration of NDVI thematic changes in density analysis and floristic composition of Wadi Yalamlam, Saudi Arabia A. Aldhebiani et al.
- Understanding of the Geomorphological Elements in Discrimination of Typical Mediterranean Land Cover Types M. Elhag & S. Boteva
- A Harmonious Satellite-Unmanned Aerial Vehicle-Ground Measurement Inversion Method for Monitoring Salinity in Coastal Saline Soil S. Zhang & G. Zhao
- Development of remote sensing-based yield prediction models at the maturity stage of boro rice using parametric and nonparametric approaches M. Islam et al.
- Consideration of Landsat-8 Spectral Band Combination in Typical Mediterranean Forest Classification in Halkidiki, Greece M. Elhag
- Remote Quantification of Soil Organic Carbon: Role of Topography in the Intra-Field Distribution B. Cutting et al.
- Assessing the performance of various meteorological drought indices in capturing historic droughts in the south of Algeria A. Ballah & L. Benaabidate
- Salinity Properties Retrieval from Sentinel-2 Satellite Data and Machine Learning Algorithms N. Mzid et al.
- Sedimentation mapping in shallow shoreline of arid environments using active remote sensing data M. Elhag & J. Bahrawi
- Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta T. Nguyen et al.
- ANALYSIS OF SOIL DEGRADATION AND DESERTIFICATION IN SOUTHERN BALKASH DESERT BASED ON GIS A. Gabdykadyr et al.
- Use of spectral indices and photosynthetic parameters to evaluate the growth performance of hydroponic tomato at different salinity levels K. Al-Gaadi et al.
- Analyzing coastal erosion and sedimentation using Sentinel-1 SAR change detection: An application on the Volta Delta, Ghana V. Di Biase & R. Hanssen
- Salinity-induced change in green vegetation and land use patterns using remote sensing, NDVI, and GIS techniques: A case study on the southwestern coast of Bangladesh M. Rashid et al.
- Significance of Planet SuperDove and refined Sentinel-2 imagery fusion for enhanced soil organic carbon prediction in croplands J. Mensah Biney et al.
Saved (final revised paper)
Latest update: 06 May 2026
Short summary
The current work is aimed at the quantification of the hydrological drought indices' response to soil salinity. Work has been done to overcome the problems of soil salinity on a large scale for better water resource management, especially in arid environments.
The current work is aimed at the quantification of the hydrological drought indices' response to...