Hossein Shafizadeh-Moghadam

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Integrating sentinel-2 and sentinel-3 for actual evapotranspiration estimation across diverse climate zones using the sen-ET plugin and machine learning models. Earth Sci. Informatics Shima Amani, Hossein Shafizadeh-Moghadam, Saeed Morid
2022	J	`jnl`	An efficient built-up land expansion model using a modified U-Net. Int. J. Digit. Earth Hanieh Shojaei, Saeed Nadi, Hossein Shafizadeh-Moghadam, Amin Tayyebi, John L. van Genderen
2022	J	`jnl`	Digital Soil Texture Mapping and Spatial Transferability of Machine Learning Models Using Sentinel-1, Sentinel-2, and Terrain-Derived Covariates. Remote. Sens. Reza Mirzaeitalarposhti, Hossein Shafizadeh-Moghadam, Ruhollah Taghizadeh-Mehrjardi, Michael Scott Demyan
2022	J	`jnl`	Field-scale estimation of sugarcane leaf nitrogen content using vegetation indices and spectral bands of Sentinel-2: Application of random forest and support vector regression. Comput. Electron. Agric. Maryam Soltanikazemi, Saeid Minaei, Hossein Shafizadeh-Moghadam, Alireza Mahdavian
2022	J	`jnl`	On the spatiotemporal generalization of machine learning and ensemble models for simulating built-up land expansion. Trans. GIS Hossein Shafizadeh-Moghadam, Roozbeh Valavi, Ali Asghari, Masoud Minaei, Yuji Murayama
2021	J	`jnl`	Fully component selection: An efficient combination of feature selection and principal component analysis to increase model performance. Expert Syst. Appl. Hossein Shafizadeh-Moghadam
2021	J	`jnl`	Integrating a Forward Feature Selection algorithm, Random Forest, and Cellular Automata to extrapolate urban growth in the Tehran-Karaj Region of Iran. Comput. Environ. Urban Syst. Hossein Shafizadeh-Moghadam, Masoud Minaei, Robert Gilmore Pontius Jr., Ali Asghari, Hashem Dadashpoor
2019	J	`jnl`	Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran. Earth Sci. Informatics Hossein Shafizadeh-Moghadam, Masoud Minaei, Himan Shahabi, Julian Hagenauer
2019	J	`jnl`	GlobeLand30 maps show four times larger gross than net land change from 2000 to 2010 in Asia. Int. J. Appl. Earth Obs. Geoinformation Hossein Shafizadeh-Moghadam, Masoud Minaei, Yongjiu Feng, Robert Gilmore Pontius Jr.
2019	J	`jnl`	How much can temporally stationary factors explain cellular automata-based simulations of past and future urban growth? Comput. Environ. Urban Syst. Yongjiu Feng, Rong Wang, Xiaohua Tong, Hossein Shafizadeh-Moghadam
2019	J	`jnl`	Improving spatial accuracy of urban growth simulation models using ensemble forecasting approaches. Comput. Environ. Urban Syst. Hossein Shafizadeh-Moghadam
2017	J	`jnl`	Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth. Comput. Environ. Urban Syst. Hossein Shafizadeh-Moghadam, Ali Asghari, Amin Tayyebi, Mohammad Taleai
2017	J	`jnl`	Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. Comput. Environ. Urban Syst. Hossein Shafizadeh-Moghadam, Amin Tayyebi, Mohammad Ahmadlou, Mahmoud Reza Delavar, Mahdi Hasanlou
2016	J	`jnl`	FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps. Environ. Model. Softw. Amin Tayyebi, Amir Hossein Tayyebi, Jamal Jokar Arsanjani, Hossein Shafizadeh-Moghadam, Hichem Omrani
2015	J	`jnl`	Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study. Int. J. Geogr. Inf. Sci. Hossein Shafizadeh-Moghadam, Julian Hagenauer, Manuchehr Farajzadeh, Marco Helbich
2015	J	`jnl`	Spatiotemporal variability of urban growth factors: A global and local perspective on the megacity of Mumbai. Int. J. Appl. Earth Obs. Geoinformation Hossein Shafizadeh-Moghadam, Marco Helbich