Amin Tayyebi

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 7

Top Topics

Cellular Automata

Transformation Model

Top Venues

Environ. Model. Softw.

Comput. Environ. Urban Syst.

Int. J. Digit. Earth

Comput. Electron. Agric.

Publications

Hanieh Shojaei, Saeed Nadi, Hossein Shafizadeh-Moghadam, Amin Tayyebi, John L. van Genderen
An efficient built-up land expansion model using a modified U-Net. Int. J. Digit. Earth 15 (1) (2022)
Hossein Shafizadeh-Moghadam, Amin Tayyebi, Mohammad Ahmadlou, Mahmoud Reza Delavar, Mahdi Hasanlou
Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. Comput. Environ. Urban Syst. 65 (2017)
Hossein Shafizadeh-Moghadam, Ali Asghari, Amin Tayyebi, Mohammad Taleai
Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth. Comput. Environ. Urban Syst. 64 (2017)
Amin Tayyebi, Samuel J. Smidt, Bryan C. Pijanowski
Long-Term Land Cover Data for the Lower Peninsula of Michigan, 2010-2050. Data 2 (2) (2017)
Jamal Jokar Arsanjani, Linda See, Amin Tayyebi
Assessing the suitability of GlobeLand30 for mapping land cover in Germany. Int. J. Digit. Earth 9 (9) (2016)
Amin Tayyebi, Amir Hossein Tayyebi, Jamal Jokar Arsanjani, Hossein Shafizadeh-Moghadam, Hichem Omrani
FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps. Environ. Model. Softw. 84 (2016)
Amin Tayyebi, Timothy D. Meehan, Jeffrey Dischler, Gary Radloff, Michael Ferris, Claudio Gratton
SmartScape™: A web-based decision support system for assessing the tradeoffs among multiple ecosystem services under crop-change scenarios. Comput. Electron. Agric. 121 (2016)
Amin Tayyebi, Bryan C. Pijanowski
Modeling multiple land use changes using ANN, CART and MARS: Comparing tradeoffs in goodness of fit and explanatory power of data mining tools. Int. J. Appl. Earth Obs. Geoinformation 28 (2014)
Amin Tayyebi, Phillips Christian Perry, Amir Hossein Tayyebi
Predicting the expansion of an urban boundary using spatial logistic regression and hybrid raster-vector routines with remote sensing and GIS. Int. J. Geogr. Inf. Sci. 28 (4) (2014)
Amin Tayyebi, Bryan C. Pijanowski, Marc Linderman, Claudio Gratton
Comparing three global parametric and local non-parametric models to simulate land use change in diverse areas of the world. Environ. Model. Softw. 59 (2014)
Bryan C. Pijanowski, Amin Tayyebi, Jarrod Doucette, Burak K. Pekin, David Braun, James Plourde
A big data urban growth simulation at a national scale: Configuring the GIS and neural network based Land Transformation Model to run in a High Performance Computing (HPC) environment. Environ. Model. Softw. 51 (2014)