Hossein Shafizadeh‐Moghadam

Spatiotemporal urbanization processes in the megacity of Mumbai, India: A Markov chains-cellular automata urban growth model

Hossein Shafizadeh‐Moghadam, Marco Helbich · Applied Geography · 2013 · 378 citations

Urban Geography, Urban Modelling, Geography +6

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

Hossein Shafizadeh‐Moghadam, Roozbeh Valavi, Himan Shahabi et al. · Journal of Environmental Management · 2018 · 357 citations

Flash Flood, Hydrological Disaster, Engineering +13

Flash-flood susceptibility mapping based on XGBoost, random forest and boosted regression trees

Rahebeh Abedi, Romulus Costache, Hossein Shafizadeh‐Moghadam et al. · Geocarto International · 2021 · 273 citations

Engineering, Geomorphology, Forestry +22

Google Earth Engine for large-scale land use and land cover mapping: an object-based classification approach using spectral, textural and topographical factors

Hossein Shafizadeh‐Moghadam, Morteza Khazaei, Seyed Kazem Alavipanah et al. · GIScience & Remote Sensing · 2021 · 145 citations · Full text

Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth

Hossein Shafizadeh‐Moghadam, Ali Asghari, Amin Tayyebi et al. · Computers Environment and Urban Systems · 2017 · 143 citations

Urban Growth, Urban Design, Machine Learning +10