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Spatial Modeling in Forest Resources Management

Rural Livelihood and Sustainable Development

  • Written in reader-friendly, lucid language
  • Presents clear concepts of geospatial techniques
  • Includes case studies that apply modern machine learning models
  • Motivates general readers as well as researchers to become involved in forest resources management
  • Covers novel analytical and diagnostic techniques using open source software like Q-GIS, R programming, Dyna-CLUE LULC model

Part of the book series: Environmental Science and Engineering (ESE)

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Table of contents (28 chapters)

  1. Front Matter

    Pages i-xix
  2. Forest Resources Measurement, Monitoring and Mapping

    1. Front Matter

      Pages 1-1
    2. Forest Management with Advance Geoscience: Future Prospects

      • Gouri Sankar Bhunia, Pravat Kumar Shit
      Pages 3-31
    3. Ecological Determinants of Woody Plant Species Richness in the Indian Himalayan Forest

      • Mahanand Swapna, Tamang Deeke Doma, Sikder Arunima, Gudasalamani Ravikanth, Muneeswaran Mariappan, Ganesan Rengaian
      Pages 103-123
    4. Assessment of Forest Health using Remote Sensing—A Case Study of Simlipal National Park, Odisha (India)

      • Partha Sarathi Mahato, Kathakali Bandhopadhyay, Gouri Sankar Bhunia
      Pages 213-235
  3. Modeling, Risk Assessment and Vulnerability

    1. Front Matter

      Pages 237-237
    2. Estimating Above Ground Biomass (AGB) and Tree Density using Sentinel-1 Data

      • Sambhunath Roy, Sujoy Mudi, Pulakesh Das, Sujit Ghosh, Pravat Kumar Shit, Gouri Shankar Bhunia et al.
      Pages 259-280
    3. Assessment of Forest Cover Dynamics using Forest Canopy Density Model in Sali River Basin: A Spill Channel of Damodar River

      • Asish Saha, Manoranjan Ghosh, Subodh Chandra Pal, Indrajit Chowdhuri, Rabin Chakrabortty, Paramita Roy et al.
      Pages 365-384
    4. Estimation of Aboveground Stand Carbon using Landsat 8 OLI Satellite Image: A Case Study from Turkey

      • Alkan Günlü, Sedat Keleş, İlker Ercanli, Muammer Şenyurt
      Pages 385-403

About this book

This book demonstrates the measurement, monitoring, mapping, and modeling of forest resources. It explores state-of-the-art techniques based on open-source software & R statistical programming and modeling specifically, with a focus on the recent trends in data mining/machine learning techniques and robust modeling in forest resources.

Discusses major topics such as forest health assessment, estimating forest biomass & carbon stock, land use forest cover (LUFC), dynamic vegetation modeling (DVM) approaches, forest-based rural livelihood, habitat suitability analysis, biodiversity and ecology, and biodiversity, the book presents novel advances and applications of RS-GIS and R in a precise and clear manner.

By offering insights into various concepts and their importance for real-world applications, it equips researchers, professionals, and policy-makers with the knowledge and skills to tackle a wide range of issues related to geographic data, including those with scientific, societal, and environmental implications.

 

Editors and Affiliations

  • PG Department of Geography, Raja Narendra Lal Khan Women’s College (Autonomous), Vidyasagar University, Midnapore, India

    Pravat Kumar Shit

  • Department of Natural Resources and Environmental Engineering, College of Agriculture, Shiraz University, Shiraz, Iran

    Hamid Reza Pourghasemi

  • Department of Remote Sensing & GIS, Vidyasagar University, Midnapore, India

    Pulakesh Das

  • TPF Getinsa Euroestudios S.l, Gurgaon, India

    Gouri Sankar Bhunia

About the editors

Pravat Kumar Shit is an Assistant Professor at the PG Department of Geography, Raja N. L. Khan Women’s College (Autonomous), West Bengal, India. He received his M.Sc & Ph.D. degrees in Geography from Vidyasagar University and PG Diploma in Remote Sensing & GIS from Sambalpur University. His research interests include soil erosion spatial modelling, groundwater, forest resources and natural resources mapping & modeling. He has published five books (three books in Springer) and more than 50 papers in peer-reviewed journals. 

Hamid Reza Pourghasemi is an Associate Professor of Watershed Management Engineering at the College of Agriculture, Shiraz University, Iran. He holds a B.Sc, an M.Sc, and PhD in Watershed Management Engineering from the University of Gorgan, Iran, and Tarbiat Modares University, Iran, respectively. His main research interests are GIS-based spatial modeling using machine learning/data mining techniques in different fields, such as landslide, flood, gully erosion, forest fire, land subsidence, species distribution modeling, and groundwater/hydrology. He has published more than 100 peer-reviewed papers in high-quality journals. Also, he published two books with Springer.

Pulakesh Das received his Ph.D. from the Indian Institution of Technology Kharagpur, India. Currently he is teaching as an Assistant Professor at the Department of Remote Sensing & GIS, Vidyasagar University, West Bengal, India. He completed his B.Sc in Physics and M.Sc in Remote Sensing & GIS at the same university. His research areas include land use and forest cover modeling, hydrological modeling, study of forest cover dynamics and climate change, and digital image processing. He has published more than 15 research articles in respected, peer-reviewed journals.

Gouri Sankar Bhunia received his Ph.D. from the University of Calcutta, India. His Ph.D. dissertation focused on environmental control of infectious disease using geospatial technology. His research interests include environmental modeling, risk assessment, natural resources mapping and modeling, data mining and information retrieval using geospatial technology. Dr. Bhunia has published more than 60 articles in various leading journals

Bibliographic Information

  • Book Title: Spatial Modeling in Forest Resources Management

  • Book Subtitle: Rural Livelihood and Sustainable Development

  • Editors: Pravat Kumar Shit, Hamid Reza Pourghasemi, Pulakesh Das, Gouri Sankar Bhunia

  • Series Title: Environmental Science and Engineering

  • DOI: https://doi.org/10.1007/978-3-030-56542-8

  • Publisher: Springer Cham

  • eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-56541-1Published: 09 October 2020

  • Softcover ISBN: 978-3-030-56544-2Published: 10 October 2021

  • eBook ISBN: 978-3-030-56542-8Published: 08 October 2020

  • Series ISSN: 1863-5520

  • Series E-ISSN: 1863-5539

  • Edition Number: 1

  • Number of Pages: XIX, 675

  • Number of Illustrations: 27 b/w illustrations, 188 illustrations in colour

  • Topics: Environmental Science and Engineering

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access