Amin Tayyebi

12 papers Journal 11
YearRankTypeTitle / Venue / Authors
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
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
2017 J jnl
Long-Term Land Cover Data for the Lower Peninsula of Michigan, 2010-2050.
Data
Amin Tayyebi, Samuel J. Smidt, Bryan C. Pijanowski
2016 J jnl
Assessing the suitability of GlobeLand30 for mapping land cover in Germany.
Int. J. Digit. Earth
Jamal Jokar Arsanjani, Linda See, Amin Tayyebi
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
2016 J jnl
SmartScape™: A web-based decision support system for assessing the tradeoffs among multiple ecosystem services under crop-change scenarios.
Comput. Electron. Agric.
Amin Tayyebi, Timothy D. Meehan, Jeffrey Dischler, Gary Radloff, Michael Ferris, Claudio Gratton
2014 J jnl
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.
Bryan C. Pijanowski, Amin Tayyebi, Jarrod Doucette, Burak K. Pekin, David Braun, James Plourde
2014 J jnl
Comparing three global parametric and local non-parametric models to simulate land use change in diverse areas of the world.
Environ. Model. Softw.
Amin Tayyebi, Bryan C. Pijanowski, Marc Linderman, Claudio Gratton
2014 J jnl
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
Amin Tayyebi, Bryan C. Pijanowski
2014 J jnl
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.
Amin Tayyebi, Phillips Christian Perry, Amir Hossein Tayyebi
2013 — —
Simulating Land Use Land Cover Change Using Data Mining and Machine Learning Algorithms
Amin Tayyebi