Snow avalanche hazard prediction using machine learning methods

Bahram Choubin, Moslem Borji, Amir Mosavi, +3

Journal of Hydrology

EngineeringMachine LearningData ScienceMachine Learning MethodsPattern Recognition +5

Multi-time-scale analysis of hydrological drought forecasting using support vector regression (SVR) and artificial neural networks (ANN)

Moslem Borji, Arash Malekian, Ali Salajegheh, +1

Arabian Journal of Geosciences

EngineeringArtificial Neural NetworksWater ResourcesDroughtData Science +8

Towards an Ensemble Machine Learning Model of Random Subspace Based Functional Tree Classifier for Snow Avalanche Susceptibility Mapping

Amirhosein Mosavi, Ataollah Shirzadi, Bahram Choubin, +6

IEEE Access

EngineeringMachine LearningGeomorphologyDisaster DetectionData Science +17

Harnessing indigenous knowledge for climate change-resilient water management – lessons from an ethnographic case study in Iran

Mehdi Ghorbani, Hamed Eskandari Damaneh, Matthew Cotton, +2

Climate and Development

Water PolicyEngineeringEthnographic Case StudySustainable DevelopmentAgricultural Economics +22

Mass wasting susceptibility assessment of snow avalanches using machine learning models

Bahram Choubin, Moslem Borji, Farzaneh Sajedi Hosseini, +2

Scientific Reports

Support Vector MachineEngineeringMachine LearningData ScienceUncertainty Quantification +13

Desertification of forest, range and desert in Tehran province, affected by climate change

Hadi Eskandari, Moslem Borji, Hassan Khosravi, +1

Solid Earth

EngineeringLand UseForestryLand DegradationEarth Science +16

A novel approach for assessing flood risk with machine learning and multi-criteria decision-making methods

Sharareh Rashidi Shikhteymour, Moslem Borji, Mehdi Bagheri‐Gavkosh, +2

Applied Geography

Flood RiskEngineeringMachine LearningData ScienceCivil Engineering +11

Comprehensive evaluation of groundwater resources based on DPSIR conceptual framework

Moslem Borji, Alireza Moghaddam Nia, Arash Malekian, +2

Arabian Journal of Geosciences

Groundwater QualityEngineeringWater ResourcesEnvironmental EngineeringCivil Engineering +6

Catchment-scale soil conservation: Using climate, vegetation, and topo-hydrological parameters to support decision making and implementation

Moslem Borji, Aliakbar Nazari Samani, Sharareh Rashidi, +1

The Science of The Total Environment

Catchment-scale Soil ConservationSurface RunoffEngineeringWater ResourcesWatershed Management +7