Natural Resource Monitoring, Planning and Management Based on Advanced Programming
Mishra, Arun Pratap, Kaushik, Atul, Pande, Chaitanya B.
- 出版商: Springer
- 出版日期: 2024-07-18
- 售價: $7,040
- 貴賓價: 9.5 折 $6,688
- 語言: 英文
- 頁數: 418
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9819728789
- ISBN-13: 9789819728787
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商品描述
This book focuses on cloud-based platforms, advanced programming, machine learning models and programming approaches to assess water and other natural resources, flood impact, land use land cover (LULC), global forest change, global forest canopy height and pantropical nation-level carbon stock, among other areas. Sustainable management of natural resources is urgently needed, given the immense anthropogenic pressure on the environment and the accelerated change in climatic conditions of the earth; therefore, the ability to monitor natural resources precisely and accurately is increasingly important. To meet this demand, new and advanced remote sensing tools and techniques are continually being developed to monitor and manage natural resources effectively. Remote sensing platforms use various sensors to record, measure and monitor even minor variations in the earth's surface features as well as atmospheric constituents.
This book shows how environmental and ecological knowledge and satellite-based information can be effectively combined to address a wide array of current natural resource management needs. Each chapter covers the different aspects of a remote sensing approach to effectively monitor natural resources and provide a platform for decision making and policy. The book is a valuable resource for researchers, scientists, NGOs and academicians working on climate change, environmental sciences, agriculture engineering, remote sensing and GIS, natural resources management, hydrology, soil sciences, agricultural microbiology, plant pathology and agronomy.
商品描述(中文翻譯)
本書專注於基於雲端平台、高級程式設計、機器學習模型和程式設計方法,以評估水資源和其他自然資源、洪水影響、土地利用與土地覆蓋(LULC)、全球森林變化、全球森林冠層高度和泛熱帶國家級碳儲量等領域。鑑於對環境的巨大人為壓力和地球氣候條件的加速變化,迫切需要可持續管理自然資源,因此,精確和準確地監測自然資源的能力日益重要。為了滿足這一需求,不斷開發新的先進遙感工具和技術,以有效監測和管理自然資源。遙感平台使用各種傳感器記錄、測量和監測地球表面特徵以及大氣成分的微小變化。
本書展示了如何有效結合環境和生態知識與衛星資訊,以應對各種當前自然資源管理需求。每個章節都涵蓋了遙感方法的不同方面,以有效監測自然資源並提供決策和政策平台。本書對於從事氣候變化、環境科學、農業工程、遙感和地理資訊系統、自然資源管理、水文學、土壤科學、農業微生物學、植物病理學和農學等研究的研究人員、科學家、非政府組織和學者來說是一個寶貴的資源。
作者簡介
Mr. Arun Pratap Mishra holds a postgraduate degree in Environmental Science from Hemwati Nandan Bahuguna Garhwal (Central) University, Uttarakhand, India. He has made valuable contributions to the scientific community through his publications, which include 20 research articles, 10 book chapters, 3 conference papers, and 1 technical report. He has gained valuable professional experience as Project Fellow at esteemed institutions such as Uttarakhand Space Application Centre, Botanical Survey of India, and RBased Services Private Limited. He has also completed a postgraduate diploma in Remote Sensing & Geographic Information Systems (RS&GIS) from the Indian Institute of Remote Sensing (IIRS, ISRO), which has further enhanced his expertise in advanced technologies. Mr. Mishra is currently employed as Project Associate at Wildlife Institute of India, Uttarakhand, where he uses innovative computational techniques to advance ecological research and conservation efforts.
Mr. Atul Kaushik received his M.Sc. in Environmental Science from the Institute of Science, Banaras Hindu University (BHU), Varanasi, and M.Tech. in Remote Sensing & Geographic Information Systems (RS&GIS) from the Indian Institute of Remote Sensing (IIRS), Dehradun. Currently, he is Research Scholar at the Indian Institute of Technology (IIT) Bombay, Mumbai, where his work is focused on multi-temporal and multi-sensor satellite data for studying carbon dynamics in different types of vegetation in India. He has previously worked as Research Staff at Uttarakhand Space Application Centre (USAC), Dehradun, and as Project Associate at the National Institute of Advanced Studies (NIAS), Bengaluru He has been actively involved in the RS&GIS discipline for the past five years, with experience in working with optical, radar as well as LIDAR datasets for mapping and monitoring activities of vegetation and water resources.
Dr. Chaitanya B. Pande completed his Ph.D. in Environmental Science from Sant Gadge Baba Amravati University, Amravati, and M.Sc. in Geo-informatics from Amravati University in 2011. He is Research Fellow at the International University. His research interests include remote sensing, GIS, Google Earth Engine, machine learning, watershed management, hydrogeology, hydrological modelling, drought monitoring, land use and land cover analysis, groundwater quality, urban planning, hydro-geochemistry, groundwater modelling, geology, hyperspectral remote sensing, remote sensing and GIS application in natural resources management, watershed management and environmental monitoring and assessment subjects. He has more than 12 years of teaching, research, and industrial experience. So far, he has published above 120+ international and national research papers, 3 textbooks, 15+ edited books, 19 conference papers, and 30 book chapters in Scopus index. He also acts as a reviewer for several scientific international journals and editorial board member in American Journal of Agricultural and Biological Sciences.
作者簡介(中文翻譯)
阿倫·普拉塔普·米什拉先生擁有印度北阿坎德邦Hemwati Nandan Bahuguna Garhwal(中央)大學的環境科學碩士學位。他通過發表的論文為科學界做出了寶貴的貢獻,其中包括20篇研究文章、10篇專書章節、3篇會議論文和1份技術報告。他在Uttarakhand Space Application Centre、Botanical Survey of India和RBased Services Private Limited等知名機構擔任項目研究員的職位上獲得了寶貴的專業經驗。他還在印度遙感研究所(IIRS, ISRO)完成了遙感與地理信息系統(RS&GIS)的研究生文憑,這進一步提升了他在先進技術方面的專業知識。米什拉先生目前在印度野生動物研究所擔任項目聯合研究員,他利用創新的計算技術推進生態研究和保護工作。
阿圖爾·考希克先生在印度巴納拉斯印度大學(BHU)的科學研究所獲得環境科學碩士學位,並在印度遙感研究所(IIRS)的遙感與地理信息系統(RS&GIS)專業獲得碩士學位。目前,他是印度孟買的印度理工學院(IIT Bombay)的研究學者,他的研究重點是使用多時期和多傳感器衛星數據研究印度不同類型植被的碳動態。他曾在印度北阿坎德邦的Uttarakhand Space Application Centre(USAC)和班加羅爾的國家高級研究所(NIAS)擔任項目聯合研究員。他在遙感與地理信息系統(RS&GIS)領域積極參與了過去五年的工作,並具有使用光學、雷達和LIDAR數據集進行植被和水資源的映射和監測活動的經驗。
查坦亞·B·潘德博士於2011年在印度Sant Gadge Baba Amravati大學獲得環境科學博士學位,並在Amravati大學獲得地理信息學碩士學位。他是國際大學的研究學者。他的研究興趣包括遙感、地理信息系統、Google Earth Engine、機器學習、流域管理、水文地質學、水文模型、干旱監測、土地利用和土地覆蓋分析、地下水質量、城市規劃、水文地球化學、地下水模型、地質學、高光譜遙感、遙感和地理信息系統在自然資源管理、流域管理和環境監測和評估等方面的應用。他擁有超過12年的教學、研究和工業經驗。到目前為止,他已發表了120多篇國際和國內研究論文、3本教科書、15多本編輯書、19篇會議論文和30篇專書章節在Scopus索引中。他還擔任多個科學國際期刊的審稿人和《美國農業和生物科學雜誌》的編委會成員。