Roozbeh Valavi
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blockCV: an R package for generating spatially or environmentally separated folds for k-fold cross-validation of species distribution models
R Valavi, J Elith, JJ Lahoz-Monfort, G Guillera-Arroita
Methods in Ecology and Evolution 10 (2), 225-232, 2019
Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
H Shafizadeh-Moghadam, R Valavi, H Shahabi, K Chapi, A Shirzadi
Journal of environmental management 217, 1-11, 2018
Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code
R Valavi, G Guillera‐Arroita, JJ Lahoz‐Monfort, J Elith
Ecological Monographs 92 (1), 1-27, 2022
Improving the spatial prediction of soil organic carbon content in two contrasting climatic regions by stacking machine learning models and rescanning covariate space
R Taghizadeh-Mehrjardi, K Schmidt, A Amirian-Chakan, T Rentschler, ...
Remote Sensing 12 (7), 1095, 2020
Exploring the driving forces and digital mapping of soil organic carbon using remote sensing and soil texture
N Hamzehpour, H Shafizadeh-Moghadam, R Valavi
Catena 182, 104141, 2019
Modelling species presence‐only data with random forests
R Valavi, J Elith, JJ Lahoz‐Monfort, G Guillera‐Arroita
Ecography 44 (12), 1731-1742, 2021
Modeling the spatial variation of urban land surface temperature in relation to environmental and anthropogenic factors: a case study of Tehran, Iran
H Shafizadeh-Moghadam, Q Weng, H Liu, R Valavi
GIScience & remote sensing 57 (4), 483-496, 2020
The conservation impacts of ecological disturbance: Time‐bound estimates of population loss and recovery for fauna affected by the 2019–2020 Australian megafires
S Legge, L Rumpff, JCZ Woinarski, NS Whiterod, M Ward, DG Southwell, ...
Global Ecology and Biogeography, 2022
Presence-only and Presence-absence Data for Comparing Species Distribution Modeling Methods
J Elith, C Graham, R Valavi, M Abegg, C Bruce, S Ferrier, A Ford, ...
Biodiversity Informatics 15 (2), 69-80, 2020
Modelling climate change effects on Zagros forests in Iran using individual and ensemble forecasting approaches
R Valavi, H Shafizadeh-Moghadam, AA Matkan, A Shakiba, B Mirbagheri, ...
Theoretical and Applied Climatology 137, 1015-1025, 2019
Application of machine learning to model wetland inundation patterns across a large semiarid floodplain
S Shaeri Karimi, N Saintilan, L Wen, R Valavi
Water Resources Research 55 (11), 8765-8778, 2019
Quantifying the impact of vegetation‐based metrics on species persistence when choosing offsets for habitat destruction
E Marshall, R Valavi, LO Connor, N Cadenhead, D Southwell, BA Wintle, ...
Conservation Biology 35 (2), 567-577, 2021
Estimates of the impacts of the 2019-20 fires on populations of native animal species
SM Legge, JCZ Woinarski, ST Garnett, HM Geyle, M Lintermans, ...
Threatened Species Recovery Hub, 2021
Design considerations for post natural disaster (fire) on-ground assessment of status of species, ecological communities, habitats and threats
D Southwell, A Hao, A Smart, R Valavi, D Wilkinson, B Wintle
University of Melbourne, 2020
On the spatiotemporal generalization of machine learning and ensemble models for simulating built‐up land expansion
H Shafizadeh‐Moghadam, R Valavi, A Asghari, M Minaei, Y Murayama
Transactions in GIS, 2021
Spatial variation in Australian neonicotinoid usage and priorities for resistance monitoring
JL Maino, A Cushen, R Valavi, PA Umina
Journal of Economic Entomology 114 (6), 2524-2533, 2021
The ecohydrological impact of water resource developments through inundation regime analysis of a large semi-arid floodplain
SS Karimi, N Saintilan, L Wen, R Valavi, J Cox
Journal of Hydrology 596, 126127, 2021
Influence of inundation characteristics on the distribution of dryland floodplain vegetation communities
SS Karimi, N Saintilan, L Wen, J Cox, R Valavi
Ecological Indicators 124, 107429, 2021
Integrating species metrics into biodiversity offsetting calculations to improve long‐term persistence
E Marshall, C Visintin, R Valavi, DP Wilkinson, D Southwell, B Wintle, ...
Journal of Applied Ecology, 2022
A probabilistic space-time prism to explore changes in white Stork habitat use in Iran
M Saeedimoghaddam, M Keyanpour-Rad, H Shafizadeh-Moghadam, ...
Ecological Indicators 78, 156-166, 2017
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