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Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators

Citations

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Cited by:

  1. Hamideh Nouri & Sattar Chavoshi Borujeni & Sina Alaghmand & Sharolyn J. Anderson & Paul C. Sutton & Somayeh Parvazian & Simon Beecham, 2018. "Soil Salinity Mapping of Urban Greenery Using Remote Sensing and Proximal Sensing Techniques; The Case of Veale Gardens within the Adelaide Parklands," Sustainability, MDPI, vol. 10(8), pages 1-14, August.
  2. Tong Su & Xinjun Wang & Songrui Ning & Jiandong Sheng & Pingan Jiang & Shenghan Gao & Qiulan Yang & Zhixin Zhou & Hanyu Cui & Zhilin Li, 2024. "Enhancing Soil Salinity Evaluation Accuracy in Arid Regions: An Integrated Spatiotemporal Data Fusion and AI Model Approach for Arable Lands," Land, MDPI, vol. 13(11), pages 1-20, November.
  3. Zixuan Zhang & Beibei Niu & Xinju Li & Xingjian Kang & Zhenqi Hu, 2022. "Estimation and Dynamic Analysis of Soil Salinity Based on UAV and Sentinel-2A Multispectral Imagery in the Coastal Area, China," Land, MDPI, vol. 11(12), pages 1-21, December.
  4. Maxime Dumont & Guilhem Brunel & Paul Tresson & Jérôme Nespoulous & Hassan Boukcim & Marc Ducousso & Stéphane Boivin & Olivier Taugourdeau & Bruno Tisseyre, 2024. "Operational sampling designs for poorly accessible areas based on a multi-objective optimization method," Post-Print hal-04566087, HAL.
  5. Min Ma & Yi Hao & Qingchun Huang & Yongxin Liu & Liancun Xiu & Qi Gao, 2024. "Soil Salinity Estimation by 3D Spectral Space Optimization and Deep Soil Investigation in the Songnen Plain, Northeast China," Sustainability, MDPI, vol. 16(5), pages 1-26, March.
  6. Ying Xiao & Mingliang Ye & Jing Zhang & Yamin Chen & Xinxin Sun & Xiaoyan Li & Xiaodong Song, 2025. "Significant Changes in Soil Properties in Arid Regions Due to Semicentennial Tillage—A Case Study of Tarim River Oasis, China," Sustainability, MDPI, vol. 17(9), pages 1-21, May.
  7. Achivir Stella Yawe & Changlai Xiao & Oluwafemi Adewole Adeyeye & Mingjun Liu & Xiaoya Feng & Xiujuan Liang, 2022. "Spatio-Temporal Evolution of the Ecological Environment in a Typical Semi-Arid Region of Northeast China," Sustainability, MDPI, vol. 15(1), pages 1-19, December.
  8. Hesham M. Aboelsoud & Mohamed A. E. AbdelRahman & Ahmed M. S. Kheir & Mona S. M. Eid & Khalil A. Ammar & Tamer H. Khalifa & Antonio Scopa, 2022. "Quantitative Estimation of Saline-Soil Amelioration Using Remote-Sensing Indices in Arid Land for Better Management," Land, MDPI, vol. 11(7), pages 1-19, July.
  9. Jiahao Zhao & Yanmin Fan & Junwei Xuan & Mingjie Shi & Dejun Wang & Hongqi Wu & Yanan Bi & Yunhao Li, 2025. "Monitoring of Soil Salinization and Analysis of Driving Factors in the Oasis Zone of South Xinjiang," Land, MDPI, vol. 14(4), pages 1-23, April.
  10. Yingxuan Ma & Nigara Tashpolat, 2023. "Current Status and Development Trend of Soil Salinity Monitoring Research in China," Sustainability, MDPI, vol. 15(7), pages 1-25, March.
  11. Iqra Farooq & Shabir Ahmed Bangroo & Owais Bashir & Tajamul Islam Shah & Ajaz A. Malik & Asif M. Iqbal & Syed Sheraz Mahdi & Owais Ali Wani & Nageena Nazir & Asim Biswas, 2022. "Comparison of Random Forest and Kriging Models for Soil Organic Carbon Mapping in the Himalayan Region of Kashmir," Land, MDPI, vol. 11(12), pages 1-15, December.
  12. Azamat Suleymanov & Ilyusya Gabbasova & Mikhail Komissarov & Ruslan Suleymanov & Timur Garipov & Iren Tuktarova & Larisa Belan, 2023. "Random Forest Modeling of Soil Properties in Saline Semi-Arid Areas," Agriculture, MDPI, vol. 13(5), pages 1-11, April.
  13. Mohamed Elhedi Gharsallah & Hamouda Aichi & Talel Stambouli & Zouhair Ben Rabah & Habib Ben Hassine, 2022. "Assessment and mapping of soil salinity using electromagnetic induction and Landsat 8 OLI remote sensing data in an irrigated olive orchard under semi-arid conditions," Soil and Water Research, Czech Academy of Agricultural Sciences, vol. 17(1), pages 15-28.
  14. Dauren Rakhmanov & Bořivoj Šarapatka & Kamilla Alibekova & Jan Černohorský & Petr Hekera & Zhassulan Smanov, 2024. "Assessment of agricultural land salinization via soil analysis and remote sensing data: Case study in Pavlodar region, Kazakhstan," Soil and Water Research, Czech Academy of Agricultural Sciences, vol. 19(2), pages 111-121.
  15. Wilian Salazar & Camila Cruz-Grimaldo & Sphyros Lastra & Raihil Rengifo & Celia Vargas-de-la-Cruz & David Godoy-Padilla & Emmanuel Sessarego & Juancarlos Cruz & Richard Solórzano, 2025. "Nutritional Quality of the “Algarrobo” Neltuma pallida Fruit and Its Relationship with Soil Properties and Vegetation Indices in the Dry Forests of Northern Peru," Sustainability, MDPI, vol. 17(18), pages 1-21, September.
  16. Jiawen Hou & Mao Ye, 2022. "Effects of Dynamic Changes of Soil Moisture and Salinity on Plant Community in the Bosten Lake Basin," Sustainability, MDPI, vol. 14(21), pages 1-13, October.
  17. Yang Xiang & Ilyas Nurmemet & Xiaobo Lv & Xinru Yu & Aoxiang Gu & Aihepa Aihaiti & Shiqin Li, 2025. "Multi-Source Attention U-Net: A Novel Deep Learning Framework for the Land Use and Soil Salinization Classification of Keriya Oasis in China with RADARSAT-2 and Landsat-8 Data," Land, MDPI, vol. 14(3), pages 1-26, March.
  18. Deng, Meihua & Zhang, Chao & Tang, Min & Liao, Chaoyu & Hu, Yujie & Zhang, Zheng & Feng, Shaoyuan & Zheng, Zhen, 2025. "Stacking ensemble learning coupled with multi-source remote sensing data: Enhancing soil salinity inversion accuracy in barley-cultivated salinized soils," Agricultural Water Management, Elsevier, vol. 322(C).
  19. Yasin ul Haq & Muhammad Shahbaz & H. M. Shahzad Asif & Ali Al-Laith & Wesam H. Alsabban, 2023. "Spatial Mapping of Soil Salinity Using Machine Learning and Remote Sensing in Kot Addu, Pakistan," Sustainability, MDPI, vol. 15(17), pages 1-19, August.
  20. Hui Deng & Wenjiang Zhang & Xiaoqian Zheng & Houxi Zhang, 2024. "Crop Classification Combining Object-Oriented Method and Random Forest Model Using Unmanned Aerial Vehicle (UAV) Multispectral Image," Agriculture, MDPI, vol. 14(4), pages 1-17, March.
  21. Billal Hossen & Helmut Yabar & Md Jamal Faruque, 2022. "Exploring the Potential of Soil Salinity Assessment through Remote Sensing and GIS: Case Study in the Coastal Rural Areas of Bangladesh," Land, MDPI, vol. 11(10), pages 1-18, October.
  22. Ramos, Tiago B. & Castanheira, Nádia & Oliveira, Ana R. & Paz, Ana Marta & Darouich, Hanaa & Simionesei, Lucian & Farzamian, Mohammad & Gonçalves, Maria C., 2020. "Soil salinity assessment using vegetation indices derived from Sentinel-2 multispectral data. application to Lezíria Grande, Portugal," Agricultural Water Management, Elsevier, vol. 241(C).
  23. Yu Fu & Pengyu Wang & Wengeng Cao & Shiqian Fu & Juanjuan Zhang & Xiangzhi Li & Jiju Guo & Zhiquan Huang & Xidong Chen, 2024. "Long-Term Assessment of Soil Salinization Patterns in the Yellow River Delta Using Landsat Imagery from 2003 to 2021," Land, MDPI, vol. 14(1), pages 1-17, December.
  24. Shuoyang Li & Guiyu Yang & Cui Chang & Hao Wang & Hongling Zhang & Na Zhang & Zhigong Peng & Yaomingqi Song, 2024. "Remote Sensing Inversion of Salinization Degree Distribution and Analysis of Its Influencing Factors in an Arid Irrigated District," Land, MDPI, vol. 13(4), pages 1-18, March.
  25. Shiqin Li & Ilyas Nurmemet & Jumeniyaz Seydehmet & Xiaobo Lv & Yilizhati Aili & Xinru Yu, 2024. "Spatiotemporal Dynamics and Driving Factors of Soil Salinization: A Case Study of the Yutian Oasis, Xinjiang, China," Land, MDPI, vol. 13(11), pages 1-23, November.
  26. Lao, Congcong & Yu, Xiayang & Zhan, Lucheng & Xin, Pei, 2024. "Monitoring soil salinity in coastal wetlands with Sentinel-2 MSI data: Combining fractional-order derivatives and stacked machine learning models," Agricultural Water Management, Elsevier, vol. 306(C).
  27. Shuai Li & Pu Guo & Fei Sun & Jinlei Zhu & Xiaoming Cao & Xue Dong & Qi Lu, 2024. "Mapping Dryland Ecosystems Using Google Earth Engine and Random Forest: A Case Study of an Ecologically Critical Area in Northern China," Land, MDPI, vol. 13(6), pages 1-20, June.
  28. Jin Zhu & Shuowen Yang & Shuyan Li & Nan Zhou & Yi Shen & Jincheng Xing & Lixin Xu & Zhichao Hong & Yifei Yang, 2025. "Inversion and Fine Grading of Tidal Flat Soil Salinity Based on the CIWOABP Model," Agriculture, MDPI, vol. 15(3), pages 1-19, February.
  29. repec:caa:jnlswr:v:preprint:id:5-2024-swr is not listed on IDEAS
  30. Zhang, Jinming & Ding, Jianli & Zhang, Zihan & Wang, Jinjie & Zeng, Xu & Ge, Xiangyu, 2025. "Study on the inversion and spatiotemporal variation mechanism of soil salinization at multiple depths in typical oases in arid areas: A case study of Wei-Ku Oasis," Agricultural Water Management, Elsevier, vol. 315(C).
  31. Romeu Gerardo & Isabel P. de Lima, 2022. "Sentinel-2 Satellite Imagery-Based Assessment of Soil Salinity in Irrigated Rice Fields in Portugal," Agriculture, MDPI, vol. 12(9), pages 1-20, September.
  32. Weitao Lv & Xiasong Hu & Xilai Li & Jimei Zhao & Changyi Liu & Shuaifei Li & Guorong Li & Haili Zhu, 2024. "Multi-Model Comprehensive Inversion of Surface Soil Moisture from Landsat Images Based on Machine Learning Algorithms," Sustainability, MDPI, vol. 16(9), pages 1-21, April.
  33. Tharani Gopalakrishnan & Lalit Kumar, 2020. "Modeling and Mapping of Soil Salinity and its Impact on Paddy Lands in Jaffna Peninsula, Sri Lanka," Sustainability, MDPI, vol. 12(20), pages 1-15, October.
  34. Sheshu Zhang & Jun Zhao & Jianxia Yang & Jinfeng Xie & Ziyun Sun, 2024. "Feature Selection and Regression Models for Multisource Data-Based Soil Salinity Prediction: A Case Study of Minqin Oasis in Arid China," Land, MDPI, vol. 13(6), pages 1-21, June.
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