Data Analytics and Remote Sensing-Based Analysis for Sustainable Development
暫譯: 基於數據分析與遙感的可持續發展分析

Kumar, Deepak, Bassill, Nick P., Rani, Khushboo

  • 出版商: Springer
  • 出版日期: 2026-01-03
  • 售價: $6,600
  • 貴賓價: 9.5$6,270
  • 語言: 英文
  • 頁數: 187
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031980948
  • ISBN-13: 9783031980947
  • 相關分類: Data-mining
  • 海外代購書籍(需單獨結帳)

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作者簡介

Dr. Deepak Kumar is an academic researcher with a multidisciplinary background in geospatial sciences, computational sciences, climate change, and sustainability. He is currently working as a research scientist in the Atmospheric Sciences Group at Texas Tech University, USA. Before this, he served as a research scientist in the Atmospheric Sciences Research Center (ASRC) at the State University of New York at Albany, USA. He has been conducting interdisciplinary research on the urban-climate-energy nexus, focusing on policymaking from the perspectives of the humanities, social sciences, and technology. He has also served at Amity University, Delhi-NCR (India), as a full-time assistant professor with wide experience in the research development-cum-implementation pipeline comprising idea conceptualization, research design, data collection, processing, and analysis. He has implemented two government-sponsored research projects as the sole principal investigator and filed seven patents with one copyright as an inventor/co-inventor. He has mentored, advised, and supervised a cross-functional research group of 4 Ph.D. and 29 postgraduate students and conducted fifteen academic, research, and industrial field visits for students. As a young researcher, he enjoys developing skills, knowledge, and involvement through conference appearances, outreach activities, training services, and contributions to the professional membership of scholarly associations. He has extensive experience in presenting research at international, national, regional, and local conferences and successful grant writing and has published 75+ research articles in high-impact Web of Science and Scopus-indexed international journals. He has participated in review activities for more than 230 research articles, project proposals, and grants as an invited/ad hoc/adjunct reviewer or as an editorial board member or associate/assistant editor. He has authored, edited, or co-edited around 10 books for publishers like Elsevier, Springer, CRC Press, Taylor & Francis, and Wiley. He is dedicated to finding solutions for complex problems in the areas of climate change, urban planning, energy, the environment, and sustainability (SDGs 7, 10, 11, and 13).

Dr. Nick P. Bassill has several years of experience in climate computing research and its impact assessment. He is currently working as Director of the State Weather Risk Communications Center, along with Director of Research and Development at the Center of Excellence, State University of New York at Albany and Adjunct Professor at the Atmospheric Sciences Research Center, Department of Atmospheric and Environmental Sciences, the State University of New York at Albany, New York, USA. Dr. Bassill received his Ph.D. in Atmospheric and Oceanic Sciences from the University of Wisconsin-Madison, with a research focus on ensemble and parameterisation studies. Afterwards, he worked as a post-doctoral researcher at the University of Utah, where he studied aspects of Hurricane Sandy's unusual track (including what led some models to make an incorrect forecast). Afterwards, he was hired as a post-doctoral researcher with the New York State Mesonet to begin building an operational analysis system that would utilise Mesonet observations. Concurrently, he is actively involved in building meteorological products for and doing basic research with the New York State Mesonet. Nick is currently engaged in a number of projects with the Center of Excellence. He has published various research papers in international journals of high repute. He has also conducted sessions on various topics, including Numerical Weather Prediction, WRF modeling, Data Assimilation, Weather Forecasting, Tropical Cyclones, and the analysis of both gridded model data and weather observations, as well as the New York State Mesonet. He also has experience providing scientific leadership to high-profile strategic computational sustainability and conservation initiatives and has several years of research experience. He has managed cross-sectoral and interdisciplinary teams of professionals to deliver on complex research projects. His core areas of interest cover financial markets, energy, and utilities; emergency management; risk management; climate computing; AI and machine learning; and Industry 4.0. He has presented several research papers at international and national conferences on these topics. He has experience in providing scientific leadership for high-profile strategic sustainability and conservation initiatives, backed by several years of research experience.

Dr. Khushboo Rani has over five years of experience in sustainable computing research and its impact assessment. She has published various research papers in international journals of high repute. She has also conducted FDPs on data analysis using contemporary tools and techniques. She received her Ph.D. in Computer Science and Engineering from the Indian Institute of Technology Guwahati (India). She has also conducted FDPs on data analysis using contemporary tools and techniques. She has academic experience teaching graduate and postgraduate students at the Indian Institute of Technology Guwahati (India). Her core area of research includes Network-on-Chip, Systems-on-Chip, Memory System Design, Embedded Systems, Secure Processor, Hardware Security and Trust, and Malware Detection. Along with that, her interest also lies in sustainability, sustainable computing, and machine learning. She has presented several research papers at international and national conferences on these topics. She also has experience in providing scientific leadership to high-profile strategic computational sustainability and conservation initiatives, with several years of research experience. She managed cross-sectoral and interdisciplinary teams of professionals to deliver on complex research projects. Currently, she is working as a postdoctoral associate in the System Software Research Group (SSRG), Bradley Department of Electrical & Computer Engineering at Virginia Tech. Before this, she was a postdoctoral researcher at the University of Florida. She has presented several research papers at international and national conferences on these topics. Also, she has experience in providing scientific leadership to high-profile strategic sustainability and conservation initiatives with several years of research experience.

作者簡介(中文翻譯)

深帕克·庫馬博士(Dr. Deepak Kumar)是一位學術研究者,擁有地理空間科學、計算科學、氣候變遷和可持續性等多學科背景。他目前在美國德克薩斯科技大學的氣象科學組擔任研究科學家。在此之前,他曾在美國紐約州立大學奧爾巴尼分校的氣象科學研究中心(ASRC)擔任研究科學家。他一直在進行城市-氣候-能源關聯的跨學科研究,專注於從人文學科、社會科學和技術的角度進行政策制定。他還曾在印度德里-NCR的阿米提大學擔任全職助理教授,擁有廣泛的研究開發及實施經驗,包括構思、研究設計、數據收集、處理和分析。他作為唯一的首席研究員實施了兩個政府資助的研究項目,並以發明人/共同發明人的身份申請了七項專利和一項版權。他指導、建議並監督了一個由4名博士生和29名研究生組成的跨功能研究小組,並為學生進行了十五次學術、研究和工業實地考察。作為一名年輕的研究者,他喜歡通過參加會議、外展活動、培訓服務以及對學術協會專業會員的貢獻來發展技能、知識和參與感。他在國際、國內、區域和地方會議上發表研究的經驗豐富,並成功撰寫了多項資助申請,已在高影響力的Web of Science和Scopus索引的國際期刊上發表了75篇以上的研究文章。他參與了230多篇研究文章、項目提案和資助的審查活動,擔任邀請/臨時/兼職審稿人或編輯委員會成員或副編輯/助理編輯。他為Elsevier、Springer、CRC Press、Taylor & Francis和Wiley等出版社撰寫、編輯或共同編輯了約10本書籍。他致力於尋找氣候變遷、城市規劃、能源、環境和可持續性(SDGs 7、10、11和13)等領域的複雜問題的解決方案。

尼克·P·巴西爾博士(Dr. Nick P. Bassill)在氣候計算研究及其影響評估方面擁有數年的經驗。他目前擔任美國紐約州立大學奧爾巴尼分校的州天氣風險通訊中心主任,以及卓越中心的研究與發展主任,並擔任氣象科學研究中心的兼職教授。巴西爾博士在威斯康辛大學麥迪遜分校獲得氣象與海洋科學博士學位,研究重點為集合和參數化研究。之後,他在猶他大學擔任博士後研究員,研究颶風桑迪的異常路徑(包括導致某些模型做出錯誤預測的原因)。隨後,他被聘為紐約州Mesonet的博士後研究員,開始建立一個利用Mesonet觀測的運行分析系統。同時,他積極參與為紐約州Mesonet構建氣象產品和進行基礎研究。尼克目前參與卓越中心的多個項目。他在國際知名期刊上發表了多篇研究論文,並就數值天氣預報、WRF建模、數據同化、天氣預測、熱帶氣旋以及網格模型數據和天氣觀測的分析等主題進行了多次講座。他還在高端戰略計算可持續性和保護倡議中提供科學領導,擁有數年的研究經驗。他管理跨部門和跨學科的專業團隊,以完成複雜的研究項目。他的核心興趣領域包括金融市場、能源和公用事業;應急管理;風險管理;氣候計算;人工智慧和機器學習;以及工業4.0。他在這些主題上在國際和國內會議上發表了多篇研究論文,並在高端戰略可持續性和保護倡議中提供科學領導,擁有數年的研究經驗。

庫什布·拉尼博士(Dr. Khushboo Rani)在可持續計算研究及其影響評估方面擁有超過五年的經驗。她在國際知名期刊上發表了多篇研究論文,並進行了使用當代工具和技術的數據分析的FDP(Faculty Development Programs)。她在印度印度理工學院古瓦哈提分校獲得計算機科學與工程博士學位。她在印度印度理工學院古瓦哈提分校教授研究生和研究生的學術經驗。她的核心研究領域包括片上網路(Network-on-Chip)、片上系統(Systems-on-Chip)、記憶體系統設計、嵌入式系統、安全處理器、硬體安全與信任以及惡意軟體檢測。此外,她對可持續性、可持續計算和機器學習也有興趣。她在這些主題上在國際和國內會議上發表了多篇研究論文。她還在高端戰略計算可持續性和保護倡議中提供科學領導,擁有數年的研究經驗。她管理跨部門和跨學科的專業團隊,以完成複雜的研究項目。目前,她在維吉尼亞理工學院的系統軟體研究小組(SSRG)擔任博士後助理。在此之前,她是佛羅里達大學的博士後研究員。她在這些主題上在國際和國內會議上發表了多篇研究論文,並在高端戰略可持續性和保護倡議中提供科學領導,擁有數年的研究經驗。

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