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Abhishek Ghosh & Ramkrishna Maiti. (2022) Application of SWAT, Random Forest and artificial neural network models for sediment yield estimation and prediction of gully erosion susceptible zones: study on Mayurakshi River Basin of Eastern India. Geocarto International 37:25, pages 9663-9687.
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Tusar Kanti Hembram, Sunil Saha, Biswajeet Pradhan, Khairul Nizam Abdul Maulud & Abdullah M. Alamri. (2021) Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples. Geomatics, Natural Hazards and Risk 12:1, pages 794-828.
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Articles from other publishers (24)
Shixuan Zhou, Peng Li, Yangfan Feng & Jiajia Guo. (2024)
Dynamic mechanism of check dams on evolution of river corridors based on
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telemetry combined with numerical simulations
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Haiqing Yang, Leichao Bai, Wei Lv, Lei Wang, Yushu Zhou & Bin Zhang. (2024) Factors controlling distribution of mountainous gullies at the regional scale: An example of the Yuanmou dry-hot valley (SW China). Progress in Physical Geography: Earth and Environment 48:2, pages 231-250.
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Yasser M. Khalil, Yousef A. Al-Masnay, Nabil M. Al-Areeq, Ali R. Al-Aizari, Bazel Al-Shaibah & Xingpeng Liu. (2023) Estimating landslide hazard distribution based on machine learning and bivariate statistics in Utmah Region, Yemen. Natural Hazards 120:3, pages 2869-2907.
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GUO Qiankun, SHAN Zhijie, LU Wen, QIN Wei, YIN Zhe & XU Haichao. (2023) Fingerprinting sediment sources in two typical watersheds in the dry-hot valleys of Southwest China: The role of gully and orchard land. CATENA 233, pages 107479.
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Elhousna Faouzi, Abdelkrim Arioua, Mustapha Namous, Ahmed Barakat, Hassan Mosaid, Maryem Ismaili, Hasna Eloudi & Ismaguil Hanadé Houmma. (2023) Spatial mapping of hydrologic soil groups using machine learning in the Mediterranean region. CATENA 232, pages 107364.
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Stephen Olushola Oladosu, Alfred Sunday Alademomi, James Bolarinwa Olaleye, Joseph Olalekan Olusina & Tosin Julius Salami. (2023) Evaluation of ANFIS Predictive Ability Using Computed Sediment from Gullies and Dam. Journal of the Nigerian Society of Physical Sciences, pages 1028.
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My Hachem Aouragh, Safae Ijlil, Narjisse Essahlaoui, Ali Essahlaoui, Abdellah El Hmaidi, Abdelhadi El Ouali & Abdelaziz Mridekh. (2023) Remote sensing and GIS-based machine learning models for spatial gully erosion prediction: A case study of Rdat watershed in Sebou basin, Morocco. Remote Sensing Applications: Society and Environment 30, pages 100939.
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Hamid Mohebzadeh, Asim Biswas, Ramesh Rudra & Prasad Daggupati. (2022) Machine Learning Techniques for Gully Erosion Susceptibility Mapping: A Review. Geosciences 12:12, pages 429.
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Soumya Pandey, Neeta Kumari, Soumesh K. Dash & Shah Al Nawajish. 2022. Advances in Remote Sensing for Forest Monitoring. Advances in Remote Sensing for Forest Monitoring
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Ziguan Wang, Guanghui Zhang, Chengshu Wang & Shukun Xing. (2022) Assessment of the gully erosion susceptibility using three hybrid models in one small watershed on the Loess Plateau. Soil and Tillage Research 223, pages 105481.
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Raveena Raj, Ali P. Yunus, Padmini Pani & Ram Avtar. (2022) Towards evaluating gully erosion volume and erosion rates in the Chambal badlands, Central India. Land Degradation & Development 33:9, pages 1495-1510.
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Muhammad Afaq Hussain, Zhanlong Chen, Isma Kalsoom, Aamir Asghar & Muhammad Shoaib. (2022) Landslide Susceptibility Mapping Using Machine Learning Algorithm: A Case Study Along Karakoram Highway (KKH), Pakistan. Journal of the Indian Society of Remote Sensing 50:5, pages 849-866.
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Mingming Guo, Zhuoxin Chen, Wenlong Wang, Tianchao Wang, Qianhua Shi, Hongliang Kang, Man Zhao & Lanqian Feng. (2021) Spatiotemporal changes in flow hydraulic characteristics and soil loss during gully headcut erosion under controlled conditions. Hydrology and Earth System Sciences 25:8, pages 4473-4494.
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Bingbing Zhu, Zhengchao Zhou & Zhanbin Li. (2021) Soil Erosion and Controls in the Slope-Gully System of the Loess Plateau of China: A Review. Frontiers in Environmental Science 9.
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Panah Mohamadi, Abbas Ahmadi, Bakhtiar Fezizadeh, Ali Asghar Jafarzadeh & Mehdi Rahmati. (2021) A Semi-automated Fuzzy-Object-Based Image Analysis Approach Applied for Gully Erosion Detection and Mapping. Journal of the Indian Society of Remote Sensing 49:5, pages 1153-1169.
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Ali Azedou, Said Lahssini, Abdellatif Khattabi, Modeste Meliho & Nabil Rifai. (2021) A Methodological Comparison of Three Models for Gully Erosion Susceptibility Mapping in the Rural Municipality of El Faid (Morocco). Sustainability 13:2, pages 682.
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Yanru Wen, Till Kasielke, Hao Li, Bin Zhang & Harald Zepp. (2021) May agricultural terraces induce gully erosion? A case study from the Black Soil Region of Northeast China. Science of The Total Environment 750, pages 141715.
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Jing Liu & Honghu Liu. (2020) Soil erosion changes during the last 30 years and contributions of gully erosion to sediment yield in a small catchment, southern China. Geomorphology 368, pages 107357.
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Alireza Arabameri, Omid Asadi Nalivan, Subodh Chandra Pal, Rabin Chakrabortty, Asish Saha, Saro Lee, Biswajeet Pradhan & Dieu Tien Bui. (2020) Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility. Remote Sensing 12:17, pages 2833.
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Sunil Saha, Jagabandhu Roy, Alireza Arabameri, Thomas Blaschke & Dieu Tien Bui. (2020) Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India. Sensors 20:5, pages 1313.
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R. Gobinath, G. P. Ganapathy, Isaac I. Akinwumi, E. Prasath, G. Raja, T. Prakash & G. Shyamala. 2020. Gully Erosion Studies from India and Surrounding Regions. Gully Erosion Studies from India and Surrounding Regions
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Avand, Janizadeh, Naghibi, Pourghasemi, Khosrobeigi Bozchaloei & Blaschke. (2019) A Comparative Assessment of Random Forest and k-Nearest Neighbor Classifiers for Gully Erosion Susceptibility Mapping. Water 11:10, pages 2076.
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Younes Garosi, Mohsen Sheklabadi, Christian Conoscenti, Hamid Reza Pourghasemi & Kristof Van Oost. (2019) Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion. Science of The Total Environment 664, pages 1117-1132.
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Alireza Arabameri, Biswajeet Pradhan, Hamid Reza Pourghasemi, Khalil Rezaei & Norman Kerle. (2018) Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms. Applied Sciences 8:8, pages 1369.
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