An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images by Abdollahi, Abolfazl, Pradhan, Biswajeet, Alamri, Abdullah M.

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Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping by Sahin, Emrehan Kutlug

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A new high resolution filter for source edge detection of potential field data by Pham, Luan Thanh, Eldosouky, Ahmed M., Oksum, Erdinc, Saada, Saada Ahmed

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Evaluating urban environment quality (UEQ) for Class-I Indian city: an integrated RS-GIS based exploratory spatial analysis by Roy, Subham, Bose, Arghadeep, Majumder, Suranjan, Roy Chowdhury, Indrajit, Abdo, Hazem Ghassan, Almohamad, Hussein, Abdullah Al Dughairi, Ahmed

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Land use/land cover in view of earth observation: data sources, input dimensions, and classifiers-a review of the state of the art by Pandey, Prem Chandra, Koutsias, Nikos, Petropoulos, George P., Srivastava, Prashant K., Ben Dor, Eyal

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Optimization of statistical and machine learning hybrid models for groundwater potential mapping by Yariyan, Peyman, Avand, Mohammadtaghi, Omidvar, Ebrahim, Pham, Quoc Bao, Linh, Nguyen Thi Thuy, Tiefenbacher, John P.

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Incorporating multi-criteria decision-making and fuzzy-value functions for flood susceptibility assessment by Azareh, Ali, Rafiei Sardooi, Elham, Choubin, Bahram, Barkhori, Saeed, Shahdadi, Ali, Adamowski, Jan, Shamshirband, Shahaboddin

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Land use/land cover and change detection mapping in Rahuri watershed area (MS), India using the google earth engine and machine learning approach by Pande, Chaitanya B.

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Novel ensemble machine learning models in flood susceptibility mapping by Prasad, Pankaj, Loveson, Victor Joseph, Das, Bappa, Kotha, Mahender

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Modelling of land use and land cover changes and prediction using CA-Markov and Random Forest by Asif, Muhammad, Kazmi, Jamil Hasan, Tariq, Aqil, Zhao, Na, Guluzade, Rufat, Soufan, Walid, Almutairi, Khalid F., Sabagh, Ayman El, Aslam, Muhammad

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Assessing spatio-temporal mapping and monitoring of climatic variability using SPEI and RF machine learning models by Wahla, Saadia Sultan, Kazmi, Jamil Hasan, Sharifi, Alireza, Shirazi, Safdar Ali, Tariq, Aqil, Joyell Smith, Hayley

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Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential by Chen, Yunzhi, Chen, Wei, Chandra Pal, Subodh, Saha, Asish, Chowdhuri, Indrajit, Adeli, Behzad, Janizadeh, Saeid, Dineva, Adrienn A., Wang, Xiaojing, Mosavi, Amirhosein

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Combined use of Sentinel-1 and Sentinel-2 data for improving above-ground biomass estimation by Nuthammachot, Narissara, Askar, Askar, Stratoulias, Dimitris, Wicaksono, Pramaditya

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A comparative assessment of canonical correlation forest, random forest, rotation forest and logistic regression methods for landslide susceptibility mapping by Sahin, Emrehan Kutlug, Colkesen, Ismail, Kavzoglu, Taskin

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Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers by Pham, Binh Thai, Phong, Tran Van, Nguyen-Thoi, Trung, Parial, Kajori, K. Singh, Sushant, Ly, Hai-Bang, Nguyen, Kien Trung, Ho, Lanh Si, Le, Hiep Van, Prakash, Indra

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Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran by Rahmati, Omid, Pourghasemi, Hamid Reza, Zeinivand, Hossein

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Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy by Hong, Haoyuan, Chen, Wei, Xu, Chong, Youssef, Ahmed M., Pradhan, Biswajeet, Tien Bui, Dieu

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Distribution, exposure, and human health risk analysis of heavy metals in drinking groundwater of Ghayen County, Iran by Sajjadi, Seyed Ali, Mohammadi, Ali, Khosravi, Rasoul, Zarei, Ahmad

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Edge detection of potential field sources using the softsign function by Pham, Luan Thanh, Oksum, Erdinc, Le, Dung Van, Ferreira, Francisco J. F., Le, Sang Thi

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A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment by Abedini, Mousa, Ghasemian, Bahareh, Shirzadi, Ataollah, Shahabi, Himan, Chapi, Kamran, Pham, Binh Thai, Bin Ahmad, Baharin, Tien Bui, Dieu

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