An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines von Choubin, Bahram, Moradi, Ehsan, Golshan, Mohammad, Adamowski, Jan, Sajedi-Hosseini, Farzaneh, Mosavi, Amir

Volltext

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques von Darabi, Hamid, Choubin, Bahram, Rahmati, Omid, Torabi Haghighi, Ali, Pradhan, Biswajeet, Kløve, Bjørn

Volltext

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination von Sajedi-Hosseini, Farzaneh, Malekian, Arash, Choubin, Bahram, Rahmati, Omid, Cipullo, Sabrina, Coulon, Frederic, Pradhan, Biswajeet

Volltext

Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction von Mosavi, Amirhosein, Sajedi Hosseini, Farzaneh, Choubin, Bahram, Goodarzi, Massoud, Dineva, Adrienn A., Rafiei Sardooi, Elham

Volltext

Towards a flood vulnerability assessment of watershed using integration of decision-making trial and evaluation laboratory, analytical network process, and fuzzy theories von Hosseini, Farzaneh Sajedi, Sigaroodi, Shahram Khalighi, Salajegheh, Ali, Moghaddamnia, Alireza, Choubin, Bahram

Volltext

Urban Flood-Risk Assessment: Integration of Decision-Making and Machine Learning von Taromideh, Fereshteh, Fazloula, Ramin, Choubin, Bahram, Emadi, Alireza, Berndtsson, Ronny

Volltext

Mass wasting susceptibility assessment of snow avalanches using machine learning models von Choubin, Bahram, Borji, Moslem, Hosseini, Farzaneh Sajedi, Mosavi, Amirhosein, Dineva, Adrienn A.

Volltext

Fuzzy clustering and distributed model for streamflow estimation in ungauged watersheds von Mosavi, Amirhosein, Golshan, Mohammad, Choubin, Bahram, Ziegler, Alan D., Sigaroodi, Shahram Khalighi, Zhang, Fan, Dineva, Adrienn A.

Volltext

A step toward considering the return period in flood spatial modeling von Choubin, Bahram, Hosseini, Farzaneh Sajedi, Rahmati, Omid, Youshanloei, Mansor Mehdizadeh

Volltext

Susceptibility mapping of groundwater salinity using machine learning models von Mosavi, Amirhosein, Sajedi Hosseini, Farzaneh, Choubin, Bahram, Taromideh, Fereshteh, Ghodsi, Marzieh, Nazari, Bijan, Dineva, Adrienn A.

Volltext

Newly explored machine learning model for river flow time series forecasting at Mary River, Australia von Cui, Fang, Salih, Sinan Q., Choubin, Bahram, Bhagat, Suraj Kumar, Samui, Pijush, Yaseen, Zaher Mundher

Volltext

Integrated approach to land degradation risk assessment in arid and semi-arid Ecosystems: Applying SVM and eDPSIR/ANP methods von Moradi, Ehsan, Khosravi, Hassan, Rahimabadi, Pouyan Dehghan, Choubin, Bahram, Muchová, Zlatica

Volltext

Groundwater salinity susceptibility mapping using classifier Ensemble and Bayesian machine learning models von Mosavi, Amirhosein, Hosseini, Farzaneh Sajedi, Choubin, Bahram, Goodarzi, Massoud, Dineva, Adrienn A.

Volltext

Susceptibility Prediction of Groundwater Hardness Using Ensemble Machine Learning Models von Mosavi, Amirhosein, Hosseini, Farzaneh Sajedi, Choubin, Bahram, Abdolshahnejad, Mahsa, Gharechaee, Hamidreza, Lahijanzadeh, Ahmadreza, Dineva, Adrienn A.

Volltext

Watershed classification by remote sensing indices: A fuzzy c-means clustering approach von Choubin, Bahram, Solaimani, Karim, Habibnejad Roshan, Mahmoud, Malekian, Arash

Volltext

Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions von Choubin, Bahram, Malekian, Arash

Volltext

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping von Mosavi, Amirhosein, Shirzadi, Ataollah, Choubin, Bahram, Taromideh, Fereshteh, Hosseini, Farzaneh Sajedi, Borji, Moslem, Shahabi, Himan, Salvati, Aryan, Dineva, Adrienn A.

Volltext

Mapping sediment mobilization risks: Prioritizing results obtained at watershed and sub-watershed scales von Kavian, Ataollah, Mirzaei, Seyedeh Nastaran, Choubin, Bahram, Kalehhouei, Mahin, Rodrigo-Comino, Jesús

Volltext

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method von Hosseini, Farzaneh Sajedi, Choubin, Bahram, Mosavi, Amir, Nabipour, Narjes, Shamshirband, Shahaboddin, Darabi, Hamid, Haghighi, Ali Torabi

Volltext

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction von Dodangeh, Esmaeel, Choubin, Bahram, Eigdir, Ahmad Najafi, Nabipour, Narjes, Panahi, Mehdi, Shamshirband, Shahaboddin, Mosavi, Amir

Volltext