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Advanced Environmental Monitoring with Remote Sensing Time Series Data and R
Engelsk
Bogcover for Advanced Environmental Monitoring with Remote Sensing Time Series Data and R af Venkat Lakshmi, Nikolaos Koutsias, Alexandra Gemitzi, 9781032475073
Specifikationer
Sprog:
Engelsk
Sider:
114
ISBN-13:
9781032475073
Indbinding:
Paperback
ISBN-10:
1032475072
Udg. Dato:
21 jan 2023
Størrelse i cm:
21,6 x 13,8
Oplagsdato:
21 jan 2023

Advanced Environmental Monitoring with Remote Sensing Time Series Data and R

Engelsk
Paperback 2023
Format:

Bog beskrivelse

This book provides a step-by-step guide on how to use various publicly available remotely sensed time series data sources for environmental monitoring and assessment. Readers will learn how to extract valuable information on global changes from a 20-year collection of ready-to-use remotely sensed data through the free open statistical software R and its geographic data analysis and modeling tools. The case studies are from the Mediterranean region—a designated hot spot regarding climate change effects. Each chapter is dedicated to specific remote sensing products chosen for their spatial resolution. The methods used are adapted from large-scale to smaller-scale problems for different land cover areas.



Features







  • Includes real-world applications of environmental remotely sensed data






  • Analyzes the advantages and restrictions of each data source






  • Focuses on a wide spectrum of applications, such as hydrology, vegetation changes, land surface temperature, fire detection, and impacts






  • Includes R computer codes with explanatory comments and all applications use only freely available remotely sensed data






    • Presents a step-by-step processing through open source GIS and statistical analysis software




  • Advanced Environmental Monitoring with Remote Sensing Time Series Data and R

    describes and provides details on recent advances concerning publicly available remotely sensed time series data in environmental monitoring and assessment. This book is a must-have practical guide for environmental researchers, professionals, and students.

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    Specifikationer
    Sprog:
    Engelsk
    Sider:
    114
    ISBN-13:
    9781032475073
    Indbinding:
    Paperback
    ISBN-10:
    1032475072
    Udg. Dato:
    21 jan 2023
    Størrelse i cm:
    21,6 x 13,8
    Oplagsdato:
    21 jan 2023
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