Shoreline Modification Over the Indian Sundarban: A Geo-Informatics and Machine Learning Approach
暫譯: 印度蘇達班沿海改變：地理資訊與機器學習方法

這本SpringerBrief利用地理空間技術來評估印度Sundarban的海岸線變化動態，該地區位於印度和孟加拉國三條主要河流——恆河（Ganges）、布拉馬普特拉河（Brahmaputra）和梅克納河（Meghna）的三角洲中，是世界上最大的紅樹林之一。由於該地區的低海拔、高潮差和廣闊的淺水體，其地貌特徵與印度其他地區有著顯著的不同。本書的章節涵蓋了地理資訊應用於海岸線分析的基本知識，並詳細描述了使用自動化數位海岸線變化分析（Digital Shoreline Change Analysis, DSAS）進行的短期和長期海岸線變化。本書還涵蓋了侵蝕-沉積危險區域的繪製和海岸線植被的繪製。

Dr. Anindita Nath is a geospatial sciences expert currently working in the Department of Geography at Bankim Sardar College, West Bengal, India, and a former researcher at Jadavpur University. Her specialization covers a broad range of environmental and geographical issues, including coastal hazards and management, climate change, land degradation, landslide hazards, flood assessment, riverbank erosion, and sustainable development. Dr. Nath is a significant figure in academic publishing, with numerous national and international research papers and book chapters in international reputed to her credit. She has edited one published volume (Springer) and is preparing four upcoming edited volumes (two by Elsevier, two by Springer, 2025-26), in addition to authoring a book scheduled for publication by Springer Nature (2025-26). She is actively involved in guiding future research as a co-supervisor of a doctoral student at the University of Petroleum and Energy Studies, Dehradun, India and serves as a reviewer for reputed international journals published by Elsevier, Springer, and Taylor & Francis.

Dr. Bappaditya Koley is a distinguished expert in geospatial sciences currently working in the Department of Geography at Bankim Sardar College, West Bengal, India, and a former researcher at Jadavpur University, Kolkata, India. His core areas of expertise include natural hazards and disaster risk reduction, climate change, machine learning, and GeoAI. He focuses on advancing interdisciplinary approaches for sustainable development. Dr. Koley has a strong publishing portfolio, including 33 national and international research articles and book chapters in international reputed. He is a significant figure in academic publishing, serving as an editor for one published volume (Springer Nature) and four upcoming edited volumes (two by Elsevier, two by Springer Nature, 2025-26), in addition to authoring a book forthcoming from Springer Nature (2025-26). He also served as a co-director for an ICSSR (ERC, Kolkata) funded minor research project on "Forestry, Fishery and Sustainable Livelihood: An Assessment for some selected areas of Indian Sundarbans". Furthermore, he was a center co-coordinator at Bankim Sardar College, running IIRS (ISRO) Outreach Programmes (2019-2023). He is a reviewer for reputable journals (Elsevier, Springer Nature, Taylor & Francis) and a Guest Editor for an MDPI (Designs Journal) Special Issue on "Designing of Artificial Intelligence and Machine Learning and Convolutional Neural Network Based Architectures and Its Various Applications in the Field of Engineering".

Prof. Dr. Tanupriya Choudhury is a highly accomplished academic with 15 years of experience in teaching and research. He holds a B.Tech and M.Tech in Computer Science and Engineering from West Bengal University of Technology and Dr. M.G.R University, respectively, and a PhD from Jagannath University Jaipur (2016). He is currently a Professor at School of Computer Sciences, University of Petroleum and Energy Studies at Dehradun in Uttarakhand, India. His career includes roles at Symbiosis International University, Graphic Era Deemed to be University, Dehradun, and Amity University Noida, among others. Dr. Choudhury's expertise includes Human Computing, Soft Computing, Cloud Computing, and Data Mining. He has an impressive record of 25 patent filings and 16 software copyrights. He has authored over 100 Scopus-indexed research papers, presented at numerous international conferences, and delivered guest lectures globally. He received the Global Outreach Education Award for Excellence in Best Young Researcher Award (2018). Professionally, he is a lifetime member of IETA and is affiliated with IEEE and IET (UK). He is also a Technical Adviser for several corporate entities, serves as an editor for reputed journals, and holds key positions in organizations like the INDO-UK Confederation of Science, Technology and Research Ltd. and IETA (India).

安寧迪塔·納特博士 是一位地理空間科學專家，目前在印度西孟加拉邦的班基姆·薩達爾學院地理系工作，並曾是賈達夫普爾大學的研究員。她的專業涵蓋廣泛的環境和地理問題，包括沿海災害與管理、氣候變遷、土地退化、山崩災害、洪水評估、河岸侵蝕及可持續發展。納特博士在學術出版界是一位重要人物，擁有多篇國內外研究論文和國際知名的書籍章節。她編輯了一本已出版的專著（Springer），並正在準備四本即將出版的編輯專著（兩本由Elsevier出版，兩本由Springer出版，2025-26年），此外還撰寫了一本計劃於Springer Nature出版的書籍（2025-26年）。她積極參與未來研究的指導，擔任印度德拉敦石油與能源研究大學一名博士生的共同指導教授，並擔任Elsevier、Springer和Taylor & Francis等知名國際期刊的審稿人。

巴帕迪提亞·科雷博士 是一位傑出的地理空間科學專家，目前在印度西孟加拉邦的班基姆·薩達爾學院地理系工作，並曾是印度加爾各答的賈達夫普爾大學的研究員。他的核心專業領域包括自然災害與災害風險減少、氣候變遷、機器學習和GeoAI。他專注於推進可持續發展的跨學科方法。科雷博士擁有強大的出版作品，包括33篇國內外研究文章和國際知名的書籍章節。他在學術出版界是一位重要人物，擔任一本已出版的專著（Springer Nature）和四本即將出版的編輯專著（兩本由Elsevier出版，兩本由Springer Nature出版，2025-26年）的編輯，此外還撰寫了一本即將由Springer Nature出版的書籍（2025-26年）。他還曾擔任ICSSR（ERC，加爾各答）資助的「林業、漁業與可持續生計：對印度蘇丹班的某些選定地區的評估」小型研究項目的共同主任。此外，他曾在班基姆·薩達爾學院擔任中心共同協調員，運行IIRS（ISRO）外展計劃（2019-2023年）。他是多本知名期刊（Elsevier、Springer Nature、Taylor & Francis）的審稿人，並擔任MDPI（Designs Journal）特刊「人工智慧和機器學習及卷積神經網絡架構的設計及其在工程領域的各種應用」的客座編輯。

塔努普里亞·喬杜里教授博士 是一位成就卓越的學者，擁有15年的教學和研究經驗。他擁有西孟加拉科技大學的計算機科學與工程學士及碩士學位，以及賈根納斯大學的博士學位（2016年）。他目前是印度烏塔拉坎德德拉敦的石油與能源研究大學計算機科學學院的教授。他的職業生涯包括在辛比奧西斯國際大學、圖形時代大學（被認可的大學）、德拉敦和阿米提大學諾伊達等機構的角色。喬杜里博士的專業包括人機計算、軟計算、雲計算和數據挖掘。他擁有25項專利申請和16項軟體著作權的驚人記錄。他已發表超過100篇Scopus索引的研究論文，並在多個國際會議上發表演講，並在全球範圍內進行客座講座。他獲得了全球外展教育卓越獎（2018年）最佳青年研究者獎。專業上，他是IETA的終身會員，並與IEEE和IET（英國）有關聯。他還擔任多家企業的技術顧問，擔任知名期刊的編輯，並在印度-英國科學、技術與研究聯合會和IETA等組織中擔任重要職位。