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Javed Mallick, Mohammed K. Almesfer, Majed Alsubih, Swapan Talukdar, Mohd Ahmed & Nabil Ben Kahla. (2022) Developing a new method for future groundwater potentiality mapping under climate change in Bisha watershed, Saudi Arabia. Geocarto International 37:26, pages 14495-14527.
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Huu Duy Nguyen, Dinh Kha Dang, Quoc-Huy Nguyen, Quang-Thanh Bui & Alexandru-Ionut Petrisor. (2022) Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine learning methods. Geocarto International 37:26, pages 12810-12845.
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Mohamed Abdelkareem & Fathy Abdalla. (2022) Revealing potential areas of water resources using integrated remote-sensing data and GIS-based analytical hierarchy process. Geocarto International 37:25, pages 8672-8696.
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Abinet Addis. (2023) GIS – based flood susceptibility mapping using frequency ratio and information value models in upper Abay river basin, Ethiopia. Natural Hazards Research 3:2, pages 247-256.
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Sambit Sheet, Monali Banerjee, Manas Karmakar, Dayamoy Mandal & Debasis Ghosh. (2023) Evaluation of flood risk at the river reach scale using Shannon’s Entropy Model: a case study of the Damodar River. Safety in Extreme Environments 5:2, pages 91-107.
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Hurem Dutal. (2022) Determining the effect of urbanization on flood hazard zones in Kahramanmaras, Turkey, using flood hazard index and multi-criteria decision analysis. Environmental Monitoring and Assessment 195:1.
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Sukanya Ghosh, Deepak Kumar & Rina Kumari. (2022) Cloud-based large-scale data retrieval, mapping, and analysis for land monitoring applications with Google Earth Engine (GEE). Environmental Challenges 9, pages 100605.
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Ajanaw Negese, Dessalegn Worku, Alazar Shitaye & Haile Getnet. (2022) Potential flood-prone area identification and mapping using GIS-based multi-criteria decision-making and analytical hierarchy process in Dega Damot district, northwestern Ethiopia. Applied Water Science 12:12.
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Huu Duy Nguyen. (2022) GIS-based hybrid machine learning for flood susceptibility prediction in the Nhat Le–Kien Giang watershed, Vietnam. Earth Science Informatics 15:4, pages 2369-2386.
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Ahmed Al-Areeq, S. Abba, Mohamed Yassin, Mohammed Benaafi, Mustafa Ghaleb & Isam Aljundi. (2022) Computational Machine Learning Approach for Flood Susceptibility Assessment Integrated with Remote Sensing and GIS Techniques from Jeddah, Saudi Arabia. Remote Sensing 14:21, pages 5515.
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Fatemeh Rezaie, Mahdi Panahi, Sayed M. Bateni, Changhyun Jun, Christopher M. U. Neale & Saro Lee. (2022) Novel hybrid models by coupling support vector regression (SVR) with meta-heuristic algorithms (WOA and GWO) for flood susceptibility mapping. Natural Hazards 114:2, pages 1247-1283.
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Ahmed M. Youssef, Hamid Reza Pourghasemi, Ali M. Mahdi & Saleh S. Matar. (2022) Flood vulnerability mapping and urban sprawl suitability using FR, LR, and SVM models. Environmental Science and Pollution Research 30:6, pages 16081-16105.
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Aqil Tariq, Jianguo Yan, Bushra Ghaffar, Shujing Qin, B. G. Mousa, Alireza Sharifi, Md. Enamul Huq & Muhammad Aslam. (2022) Flash Flood Susceptibility Assessment and Zonation by Integrating Analytic Hierarchy Process and Frequency Ratio Model with Diverse Spatial Data. Water 14:19, pages 3069.
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Shavan Askar, Sajjad Zeraat Peyma, Mohanad Mohsen Yousef, Natalia Alekseevna Prodanova, Iskandar Muda, Mohamed Elsahabi & Javad Hatamiafkoueieh. (2022) Flood Susceptibility Mapping Using Remote Sensing and Integration of Decision Table Classifier and Metaheuristic Algorithms. Water 14:19, pages 3062.
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Peng Ye, Bin Yu, Wenhong Chen, Kan Liu & Longzhen Ye. (2022) Rainfall-induced landslide susceptibility mapping using machine learning algorithms and comparison of their performance in Hilly area of Fujian Province, China. Natural Hazards 113:2, pages 965-995.
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Matej Vojtek, Saeid Janizadeh & Jana Vojteková. (2022) Riverine flood potential assessment at municipal level in Slovakia. Journal of Hydrology: Regional Studies 42, pages 101170.
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Rasoul Afsari, Saman Nadizadeh Shorabeh, Mostafa Kouhnavard, Mehdi Homaee & Jamal Jokar Arsanjani. (2022) A Spatial Decision Support Approach for Flood Vulnerability Analysis in Urban Areas: A Case Study of Tehran. ISPRS International Journal of Geo-Information 11:7, pages 380.
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Ali Reza Ilderomi, Matej Vojtek, Jana Vojteková, Quoc Bao Pham, Alban Kuriqi & Mehdi Sepehri. (2022) Flood prioritization integrating picture fuzzy-analytic hierarchy and fuzzy-linear assignment model. Arabian Journal of Geosciences 15:13.
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Hongping Zhang, Zhenfeng Shao, Jisong Sun, Xiao Huang & Jie Yang. (2022) An Extended Watershed-Based AHP Model for Flood Hazard Estimation: Constraining Runoff Converging Indicators via MFD-Derived Sub-Watershed by Maximum Zonal Statistical Method. Remote Sensing 14:10, pages 2465.
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Tarate Suryakant Bajirao, Ahmed Elbeltagi, Manish Kumar & Quoc Bao Pham. (2022) Applicability of machine learning techniques for multi-time step ahead runoff forecasting. Acta Geophysica 70:2, pages 757-776.
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Saro Lee & Rezaie Fatemeh. (2022) Data used for GIS-based Flood Susceptibility Mapping. GEO DATA 4:1, pages 1-15.
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Modeste Meliho, Abdellatif Khattabi, Zejli Driss & Collins Ashianga Orlando. (2022) Spatial prediction of flood-susceptible zones in the Ourika watershed of Morocco using machine learning algorithms. Applied Computing and Informatics.
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Shruti Sachdeva & Bijendra Kumar. (2022) Flood susceptibility mapping using extremely randomized trees for Assam 2020 floods. Ecological Informatics 67, pages 101498.
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Mohammadtaghi Avand, Alban Kuriqi, Majid Khazaei & Omid Ghorbanzadeh. (2022) DEM resolution effects on machine learning performance for flood probability mapping. Journal of Hydro-environment Research 40, pages 1-16.
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Chi-Pen Lin, Szu-Hung Chen, Luu Van Thong Trac & Chen-Fa Wu. (2021) An expert-knowledge-based model for evaluating cultural tourism strategies: A case of Tainan City, Taiwan. Journal of Hospitality and Tourism Management 49, pages 214-225.
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Saleh Yousefi, Mohammadtaghi Avand, Peyman Yariyan, Hassan Jahanbazi Goujani, Romulus Costache, Shahla Tavangar & John P. Tiefenbacher. (2021) Identification of the most suitable afforestation sites by Juniperus excels specie using machine learning models: Firuzkuh semi-arid region, Iran. Ecological Informatics 65, pages 101427.
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Anton Yudhana, Dedy Sulistyo & Ilham Mufandi. (2021) GIS-based and Naïve Bayes for nitrogen soil mapping in Lendah, Indonesia. Sensing and Bio-Sensing Research 33, pages 100435.
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Shunyao Cai, Jiamin Fan & Wei Yang. (2021) Flooding Risk Assessment and Analysis Based on GIS and the TFN-AHP Method: A Case Study of Chongqing, China. Atmosphere 12:5, pages 623.
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Keyvan Soltani, Isa Ebtehaj, Afshin Amiri, Arash Azari, Bahram Gharabaghi & Hossein Bonakdari. (2021) Mapping the spatial and temporal variability of flood susceptibility using remotely sensed normalized difference vegetation index and the forecasted changes in the future. Science of The Total Environment 770, pages 145288.
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Mohammadtaghi Avand, Hamidreza Moradi & Mehdi Ramazanzadeh lasboyee. (2021) Spatial modeling of flood probability using geo-environmental variables and machine learning models, case study: Tajan watershed, Iran. Advances in Space Research 67:10, pages 3169-3186.
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Mohammadtaghi Avand, Hamidreza Moradi & Mehdi Ramazanzadeh lasboyee. (2021) Using machine learning models, remote sensing, and GIS to investigate the effects of changing climates and land uses on flood probability. Journal of Hydrology 595, pages 125663.
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