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Mahmoud Bayat
Mahmoud Bayat
Research Institute of Forests and Rangelands, Agricultural Research, Education and Extension
在 rifr-ac.ir 的电子邮件经过验证 - 首页
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A spatially explicit deep learning neural network model for the prediction of landslide susceptibility
D Van Dao, A Jaafari, M Bayat, D Mafi-Gholami, C Qi, H Moayedi, ...
Catena 188, 104451, 2020
2712020
Prediction success of machine learning methods for flash flood susceptibility mapping in the Tafresh watershed, Iran
S Janizadeh, M Avand, A Jaafari, TV Phong, M Bayat, E Ahmadisharaf, ...
Sustainability 11 (19), 5426, 2019
2352019
Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran
M Bayat, M Ghorbanpour, R Zare, A Jaafari, BT Pham
Computers and Electronics in Agriculture 164, 104929, 2019
892019
Productivity and optimal management of the uneven-aged hardwood forests of Hyrcania
M Bayat, T Pukkala, M Namiranian, M Zobeiri
European journal of forest research 132, 851-864, 2013
512013
An assessment of height–diameter growth variation in an unmanaged Fagus orientalis-dominated forest
CPA Bourque, M Bayat, C Zhang
European Journal of Forest Research 138, 607-621, 2019
402019
Estimation of tree heights in an uneven-aged, mixed forest in northern Iran using artificial intelligence and empirical models
M Bayat, P Bettinger, S Heidari, A Henareh Khalyani, M Jourgholami, ...
Forests 11 (3), 324, 2020
362020
Landscape variation in tree species richness in northern Iran forests
CPA Bourque, M Bayat
PloS one 10 (4), e0121172, 2015
352015
Analysis of plot-level volume increment models developed from machine learning methods applied to an uneven-aged mixed forest
SK Hamidi, EK Zenner, M Bayat, A Fallah
Annals of Forest Science 78, 1-16, 2021
342021
Development of individual tree growth and yield model across multiple contrasting species using nonparametric and parametric methods in the Hyrcanian forests of northern Iran
SK Hamidi, A Weiskittel, M Bayat, A Fallah
European Journal of Forest Research, 1-14, 2021
282021
Ten-year estimation of Oriental beech (Fagus orientalis Lipsky) volume increment in natural forests: a comparison of an artificial neural networks model, multiple linear …
M Bayat, P Bettinger, M Hassani, S Heidari
Forestry: An International Journal of Forest Research, 2021
262021
GNSS use in forestry–A multi-national survey from Iran, Slovakia and southern USA
P Bettinger, K Merry, M Bayat, J Tomaštík
Computers and Electronics in Agriculture 158, 369-383, 2019
252019
Determining growth increment and density of trees in forest, using permanent sample plots (case study: gorazbon district of kheyroud forest)
M Bayat, M Namiranian, M Zobeiri, J Fathi
Iranian Journal of Forest and Poplar Research 21 (3), 424-438, 2013
252013
A combination of biotic and abiotic factors and diversity determine productivity in natural deciduous forests
M Bayat, P Bettinger, S Heidari, SK Hamidi, A Jaafari
Forests 12 (11), 1450, 2021
222021
Assessing biotic and abiotic effects on biodiversity index using machine learning
M Bayat, H Burkhart, M Namiranian, SK Hamidi, S Heidari, M Hassani
Forests 12 (4), 461, 2021
212021
A Semi-empirical Approach Based on Genetic Programming for the Study of Biophysical Controls on Diameter-Growth of Fagus orientalis in Northern Iran
M Bayat, P Thanh Noi, R Zare, D Tien Bui
Remote sensing 11 (14), 1680, 2019
212019
Induction of plant defense machinery against nanomaterials exposure
NK Moghadam, M Hatami, S Rezaei, M Bayat, BA Lajayer
Advances in Phytonanotechnology, 241-263, 2019
192019
Volume, height and wood production modeling for beech trees based on volume and tree number in nine years period in Kheyrud forests
M Bayat, M Namiranian, M Zobeiri
Iranian Journal of Natural Resources 67 (3), 423-435, 2014
17*2014
Prediction success of machine learning methods for flash flood susceptibility mapping in the Tafresh watershed, Iran. Sustainability, 11 (19), 5426
S Janizadeh, M Avand, A Jaafari, TV Phong, M Bayat, E Ahmadisharaf, ...
112019
Machine learning for the estimation of diameter increment in mixed and uneven-aged forests
A Salehnasab, M Bayat, M Namiranian, B Khaleghi, M Omid, ...
Sustainability 14 (6), 3386, 2022
102022
Evaluation and Comparison of Biodiversity Indexes of Tree Species in Hyrcanian Forests (Case Study: Kheyroud, Ramsar and Neka Forests)
Mahmoud Bayat, Sahar Heidari Masteali
Journal of Plant Research (Iranian Journal of Biology), 2020
10*2020
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