プロフィール詳細

プロジェクトを作成

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Dr. Subham B.に依頼

United States

PhD Ecologist | NASA-Project Postdoc | Remote Sensing | Ecoacoustics | Advanced Statistical Modelling

プロフィール概要

I am a Postdoctoral Research Fellow in Ecology with over 10 years of experience in biodiversity modeling, remote sensing, and ecological data analysis. I hold a PhD in Ecology and currently work at Colorado State University, following a NASA-funded postdoc at Purdue University. My research integrates satellite imagery (Sentinel-1, Sentinel-2, GEDI LiDAR, DESIS hyperspectral) with ecological field data and passive acoustic monitoring to model species distributions, plant diversity, and habitat change. I specialize in species distribution modeling (SDMs), Bayesian inference, and machine learning techniques for ecological forecasting and conservation. I offer support in: Ecological model development using R, Python, and Google Earth Engine Species and habitat distribution mapping Biodiversity analysis from ecoacoustic and remote sensing datasets Scientific manuscript editing and review (ecology, conservation, environment) I have a strong publication record and experience in teaching statistical modeling. Whether you're a researcher, conservation organization, or company working with ecological data, I can help you turn complex datasets into actionable insights. Let’s collaborate to advance your research or publication goals.

専門分野

• ☆ Biostatistics
• ☆ Forestry
• ☆ Remote Sensing
• ☆ Earth & Atmospheric Science
• ☆ Geographic Information Systems (GIS)
• ☆ Ecology
• ☆ Applied Ecology
• ☆ Conservation Biology
• ☆ R

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing, Copywriting

Research Scientific and Technical Research

Data & AI Statistical Analysis, Image Analysis, Big Data Analytics, Data Insights

職務経験

Postdoctoral Research Fellow

Colorado State University

8月 2024 - 現在

Postdoctoral Research Associate

Purdue University Department of Forestry and Natural Resources

1月 2023 - 7月 2024

PhD Fellow

Indian Institute of Science Education and Research Kolkata

7月 2016 - 12月 2022

学歴

Doctorate

IISER Kolkata

7月 2016 - 8月 2022

認定資格

• Remote Sensing

  IISER Kolkata

  12月 2016 - 現在

出版物

JOURNAL ARTICLE

Subham Banerjee, Amit Das, Masidur Rahman, Swapnil Bhowal, Dhritiman Das, Robert John(2023). Grass fires and road structure influence plant invasions in a critical wildlife habitat in north-eastern India . Environmental Conservation. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--9. Cambridge University Press ({CUP})

Subham Banerjee, Dhritiman Das, Hui Zhang, Robert John (2023). Grassland-woodland transitions over decadal timescales in the Terai-Duar savanna and grasslands of the Indian subcontinent . Forest Ecology and Management.

Subham Banerjee and Rajashekhar Niyogi and Mriganka Shekhar Sarkar and Robert John(2022). Assessing the vulnerability of protected areas in the eastern Himalayas based on their biological, anthropogenic, and environmental aspects . Trees, Forests and People. 8. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 100228. Elsevier {BV}

Dhritiman Das and Subham Banerjee and John Lehmkuhl and Jagdish Krishnaswamy and Robert John(2022). The influence of abiotic and spatial variables on woody and herbaceous species abundances in a woodland–grassland system in the Eastern Terai of India . Journal of Plant Ecology. 15. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 155--167. Oxford University Press ({OUP})

Subham Banerjee, Dhritiman Das, Robert John (2021). Grassland vegetation and roads have dominant influence on decadal-scale spatial-temporal patterns of fires in a species-rich protected Terai habitat in northeastern India . Agricultural and Forest Meteorology.

Subham Banerjee, Rajashekhar Niyogi, Mriganka Shekhar Sarkar, Poushali Hazra, Masidur Rahman, Robert John(2021). Habitat Connectivity for the Conservation of Small Ungulates in A Human-Dominated Landscape . ISPRS International Journal of Geo-Information. 10. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 180. {MDPI} {AG}

Subham Banerjee, Rajashekhar Niyogi, Mriganka Shekhar Sarkar, Poushali Hazra, Masidur Rahman, Robert John (2021). Habitat Connectivity for the Conservation of Small Ungulates in A Human-Dominated Landscape . ISPRS International Journal of Geo-Information.

Niyogi, R., Sarkar, M.S., Hazra, P., Rahman, M., Banerjee, S., John, R.(2021). Habitat connectivity for the conservation of small ungulates in a human-dominated landscape . ISPRS International Journal of Geo-Information. 10. (3).

Banerjee, S., Das, D., John, R.(2021). Grassland vegetation and roads have dominant influence on decadal-scale spatial-temporal patterns of fires in a species-rich protected Terai habitat in northeastern India . Agricultural and Forest Meteorology. 304-305.

Rath, S., Banerjee, S., John, R.(2020). Greater tree community structure complexity in sacred forest compared to reserve forest land tenure systems in eastern India . Environmental Conservation. 47. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 52-59.

(2019). Predicting the distribution and abundance of invasive plant species in a sub-tropical woodland-grassland ecosystem in northeastern India . Plant Ecology.

Das, D., Banerjee, S., John, R.(2019). Predicting the distribution and abundance of invasive plant species in a sub-tropical woodland-grassland ecosystem in northeastern India . Plant Ecology. 220. (10). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 935-950.

PREPRINT

Subham Banerjee, Dhritiman Das, Robert John (2022). Grassland-woodland transitions over decadal timescales in the Terai-Duar Savanna and Grasslands of the Indian subcontinent .