| 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 | 317 | 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 | 240 | 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 | 122 | 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 | 91 | 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 | 55 | 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 | 51 | 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 | 37 | 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 | 36 | 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 | 28 | 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 | 24 | 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 | 23 | 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 | 14 | 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 | 9 | 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 | 9 | 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 | 6 | 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 | 4 | 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 | 4 | 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 | 4 | 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 | 3 | 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 | 3 | 2017 |
Jane ElithProfessor, University of MelbourneVerified email at unimelb.edu.au
