书目名称 | Remote Sensing Application | 副标题 | Regional Perspective | 编辑 | Tofael Ahamed | 视频video | | 概述 | Presents modeling approaches and detailed explanations that researchers can apply in their own work.Introduces machine learning and deep learning concepts to establish a big data analytical platform f | 丛书名称 | New Frontiers in Regional Science: Asian Perspectives | 图书封面 |  | 描述 | .This book focuses solely on the issues of agriculture and forest productivity analysis with advanced modeling approaches to bring solutions to food-insecure regions of South and Southeast Asia. Advanced modeling tools and their use in regional planning provide an outstanding opportunity to contribute toward food production and environments. In this book, leading-edge research methodologies related to remote sensing and geospatial variability of soil, water, and regional agricultural production indicators and their applications are introduced together—a unique feature of the book is the domain of regional policy perspectives and allied fields. In regional policy planning, agriculture and forestry have a key role in food security and environmental conservation that depends on the geo-spatial variability of these factors. Over the years, nature and climate have determined the variability of soil type, soil quality, geographical deviation for habitat, water quality, water sources, urban influences, population growth, carbon stock levels, and water resources with rain-fed or irrigated land use practices. In addition, human nutritional values and dietary habits have brought cultural a | 出版日期 | Book 2022 | 关键词 | Satellite Remote Sensing; Geographical Information; Regional Agricultural; Forestry Planning; Machine Le | 版次 | 1 | doi | https://doi.org/10.1007/978-981-19-0213-0 | isbn_softcover | 978-981-19-0215-4 | isbn_ebook | 978-981-19-0213-0Series ISSN 2199-5974 Series E-ISSN 2199-5982 | issn_series | 2199-5974 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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