Remote Sensing Handbook, Volume II: Image Processing, Change Detection, Gis, and Spatial Data Analysis

Thenkabail, Prasad S.

Remote Sensing Handbook, Volume II: Image Processing, Change Detection, Gis, and Spatial Data Analysis
  • 出版商: CRC
  • 出版日期: 2024-11-29
  • 售價: $6,700
  • 貴賓價: 9.5 折 $6,365
  • 語言: 英文
  • 頁數: 464
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032890975
  • ISBN-13: 9781032890975
  • 相關分類: 地理資訊系統 Gis、Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

Volume II of the Six Volume Remote Sensing Handbook, Second Edition, is focused on digital image processing including image classification methods in land cover and land use. It discusses object-based segmentation and pixel-based image processing algorithms, change detection techniques, and image classification for a wide array of applications including land use/land cover, croplands, urban studies, processing hyperspectral remote sensing data, thermal imagery, light detection and ranging (LiDAR), geoprocessing workflows, frontiers of GIScience, and future pathways. This thoroughly revised and updated volume draws on the expertise of a diverse array of leading international authorities in remote sensing and provides an essential resource for researchers at all levels interested in using remote sensing. It integrates discussions of remote sensing principles, data, methods, development, applications, and scientific and social context.

Features

  • Provides the most up-to-date comprehensive coverage of digital image processing.
  • Highlights object-based image analysis (OBIA) and pixel-based classification methods and techniques of digital image processing.
  • Demonstrates practical examples of image processing for a myriad of applications such as land use/land cover, croplands, and urban.
  • Establishes image processing using different types of remote sensing data that includes multispectral, radar, LiDAR, thermal, and hyperspectral.
  • Highlights change detection, geoprocessing, and GIScience.

This volume is an excellent resource for the entire remote sensing and GIS community. Academics, researchers, undergraduate and graduate students, as well as practitioners, decision makers, and policymakers, will benefit from the expertise of the professionals featured in this book, and their extensive knowledge of new and emerging trends.

商品描述(中文翻譯)

《遙感手冊》第二版的第二卷專注於數位影像處理，包括土地覆蓋和土地使用的影像分類方法。它討論了基於物件的分割和基於像素的影像處理演算法、變化檢測技術，以及針對各種應用的影像分類，包括土地使用/土地覆蓋、農田、城市研究、處理高光譜遙感數據、熱影像、光學偵測與測距（LiDAR）、地理處理工作流程、地理資訊科學的前沿以及未來的發展方向。這本經過徹底修訂和更新的卷冊，依賴於多位國際遙感領域的專家，為所有對遙感技術感興趣的研究人員提供了重要的資源。它整合了遙感原則、數據、方法、發展、應用以及科學和社會背景的討論。

特色
- 提供最新的數位影像處理全面覆蓋。
- 突出基於物件的影像分析（OBIA）和基於像素的分類方法及數位影像處理技術。
- 展示針對各種應用（如土地使用/土地覆蓋、農田和城市）的影像處理實際範例。
- 建立使用不同類型遙感數據的影像處理，包括多光譜、雷達、LiDAR、熱成像和高光譜數據。
- 突出變化檢測、地理處理和地理資訊科學。

這本卷冊是整個遙感和地理資訊系統社群的優秀資源。學術界、研究人員、本科生和研究生，以及實務工作者、決策者和政策制定者，都將從本書中專業人士的專業知識和對新興趨勢的廣泛了解中受益。

作者簡介

Dr. Prasad S. Thenkabail, Senior Scientist (ST), United States Geological Survey (USGS), is a world-recognized expert in remote sensing science with major contributions in the field for nearly 40 years. He has made the list of the world's top 1% of scientists across 22 scientific fields and 176 sub-fields. Dr. Thenkabail has conducted pioneering research in hyperspectral remote sensing of vegetation, global croplands, and their water use for food security. He obtained his PhD from the Ohio State University in 1992 and has 168 peer-reviewed publications including 15 books, including this six-volume set, and over 15 major data releases such as the Landsat-derived global cropland extent product @ 30m and Landsat-derived rainfed and irrigated cropland area product @ 30 m (LGRIP30). He was recognized as a Fellow of the American Society of Photogrammetry and Remote Sensing (ASPRS) in 2023. His scientific papers have won several awards for demonstrating world-class, highest-quality research. He was a Landsat Science Team Member (2007-2011).

作者簡介(中文翻譯)

普拉薩德·S·滕卡貝爾博士，美國地質調查局（USGS）高級科學家，是遙感科學領域的世界知名專家，擁有近40年的重大貢獻。他在22個科學領域和176個子領域中被列入全球前1%的科學家名單。滕卡貝爾博士在植物的高光譜遙感、全球農田及其水資源使用以確保糧食安全方面進行了開創性研究。他於1992年獲得俄亥俄州立大學的博士學位，擁有168篇經過同行評審的出版物，包括15本書籍，其中包括這套六卷本的著作，以及超過15個主要數據發布，例如基於Landsat的全球農田範圍產品（@30米）和基於Landsat的雨養和灌溉農田面積產品（@30米，LGRIP30）。他於2023年被認定為美國攝影測量與遙感學會（ASPRS）的院士。他的科學論文因展示世界級的高品質研究而獲得多項獎項。他曾是Landsat科學團隊成員（2007-2011）。

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