Research output per year
Research output per year
Personal profile
Research Biography
In February 2018, I joined Global Ecology Lab as an Associate Investigator in palaeo-ecological vegetation modeling for the new ARC Centre of Excellence for Australian Biodiversity and Heritage (CABAH). I am working with Professor Corey Bradshaw and Dr Frédérik Saltré. I am also a Research Fellow in environmental modeling and climate change in the Department of Biological Sciences at Macquarie University.
I am particularly interested in the area of 1) Palaeo-Vegetation Modelling to identify the impacts of climate and human-driven landscape change on megafauna extinctions in Australia, 2) climate change impacts on biodiversity and plant species and 3) undertaking risk assessments.
From Feb 2016- Feb 2018, I employed at the University of New England (UNE) as a Postdoctoral Fellow within the School of Environmental and Rural Science. At UNE, I have been involved in teaching GIS, Remote Sensing and Image Analysis courses for undergraduate and postgraduate students (EM334/534 & EM432/EM532). Furthermore, I have been co-supervising several Doctor of Philosophy students and for two of them commenced supervision as from the 2nd December, 2015. At UNE, I was one of the GIS specialists in the Commonwealth Department of Environment Pacific Climate Change Project (a national project carried out at UNE) for the Australian government during 2013 and 2014.
ORCID: link €” Scopus ID: link €” Google Scholar: link €” Publons: link €” ResearchGate: link
Research Interests
- Palaeo-Vegetation Modelling
- Modeling of changes to habitat suitability for exotic plant species currently naturalised or invasive in Australia, undertaking risk assessments
- Climate change
- Biodiversity
- GIS
- Soil erosion
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Research output
- 1334 Citations
- 21 h-Index
- 61 Article
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Application of an Ensemble Statistical Approach in Spatial Predictions of Bushfire Probability and Risk Mapping
Tehrany, M. S., Özener, H., Kalantar, B., Ueda, N., Habibi, M. R., Shabani, F., Saeidi, V. & Shabani, F., 23 Apr 2021, In: Journal of Sensors. 2021, 31 p., 6638241.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Deep neural network utilizing remote sensing datasets for flood hazard susceptibility mapping in Brisbane, Australia
Kalantar, B., Ueda, N., Saeidi, V., Janizadeh, S., Shabani, F., Ahmadi, K. & Shabani, F., 1 Jul 2021, In: Remote Sensing. 13, 13, 23 p., 2638.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)2 Downloads (Pure) -
Forest fire susceptibility prediction based on machine learning models with resampling algorithms on remote sensing data
Kalantar, B., Ueda, N., Idrees, M. O., Janizadeh, S., Ahmadi, K. & Shabani, F., 2 Nov 2020, In: Remote Sensing. 12, 22, 24 p., 3682.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus) -
Invasive weed species’ threats to global biodiversity: Future scenarios of changes in the number of invasive species in a changing climate
Shabani, F., Ahmadi, M., Kumar, L., Solhjouy-fard, S., Shafapour Tehrany, M., Shabani, F., Kalantar, B. & Esmaeili, A., Sep 2020, In: Ecological Indicators. 116, 10 p., 106436.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus) -
Investigating the effects of different landslide positioning techniques, landslide partitioning approaches, and presence-absence balances on landslide susceptibility mapping
Pourghasemi, H. R., Kornejady, A., Kerle, N. & Shabani, F., Apr 2020, In: Catena. 187, 15 p., 104364.Research output: Contribution to journal › Article › peer-review
25 Citations (Scopus)