Remote Sensing Time Series: Revealing Land Surface Dynamics (Remote Sensing and Digital Image Processing)
暫譯: 遙感時間序列:揭示地表動態(遙感與數位影像處理)

  • 出版商: Springer
  • 出版日期: 2015-05-12
  • 售價: $7,920
  • 貴賓價: 9.5$7,524
  • 語言: 英文
  • 頁數: 441
  • 裝訂: Hardcover
  • ISBN: 3319159666
  • ISBN-13: 9783319159669
  • 相關分類: 數位影像處理 Digital-image
  • 海外代購書籍(需單獨結帳)

商品描述

This volume comprises an outstanding variety of chapters on Earth Observation based time series analyses, undertaken to reveal past and current land surface dynamics for large areas. What exactly are time series of Earth Observation data? Which sensors are available to generate real time series? How can they be processed to reveal their valuable hidden information? Which challenges are encountered on the way and which pre-processing is needed? And last but not least: which processes can be observed? How are large regions of our planet changing over time and which dynamics and trends are visible? These and many other questions are answered within this book “Remote Sensing Time Series Analyses – Revealing Land Surface Dynamics”. Internationally renowned experts from Europe, the USA and China present their exciting findings based on the exploitation of satellite data archives from well-known sensors such as AVHRR, MODIS, Landsat, ENVISAT, ERS and METOP amongst others. Selected review and methods chapters provide a good overview over time series processing and the recent advances in the optical and radar domain. A fine selection of application chapters addresses multi-class land cover and land use change at national to continental scale, the derivation of patterns of vegetation phenology, biomass assessments, investigations on snow cover duration and recent dynamics, as well as urban sprawl observed over time.  

商品描述(中文翻譯)

本卷包含了一系列關於地球觀測基於時間序列分析的卓越章節,旨在揭示大範圍土地表面的過去和現在動態。地球觀測數據的時間序列究竟是什麼?有哪些感測器可以生成實時時間序列?如何處理這些數據以揭示其寶貴的隱藏信息?在這個過程中會遇到哪些挑戰,並需要哪些前處理?最後但同樣重要的是:可以觀察到哪些過程?我們星球的大範圍地區隨著時間的推移如何變化,哪些動態和趨勢是可見的?這些以及許多其他問題在本書《遙感時間序列分析 - 揭示土地表面動態》中得到了回答。來自歐洲、美國和中國的國際知名專家基於利用來自知名感測器(如AVHRR、MODIS、Landsat、ENVISAT、ERS和METOP等)的衛星數據檔案,展示了他們的精彩研究成果。選定的回顧和方法章節提供了時間序列處理的良好概述,以及在光學和雷達領域的最新進展。一系列應用章節針對國家到大陸規模的多類別土地覆蓋和土地利用變化、植被物候模式的推導、生物量評估、雪蓋持續時間及近期動態的研究,以及隨著時間推移觀察到的城市擴張。

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