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Advanced Environmental Monitoring with Remote Sensing Time Series Data and R
Af: Venkat Lakshmi, Nikolaos Koutsias, Alexandra Gemitzi
Engelsk
Bogcover for Advanced Environmental Monitoring with Remote Sensing Time Series Data and R af Venkat Lakshmi, Nikolaos Koutsias, Alexandra Gemitzi, 9780367205270
Specifikationer
Sprog:
Engelsk
Sider:
102
ISBN-13:
9780367205270
Indbinding:
Hardback
ISBN-10:
0367205270
Kategori:
Udg. Dato:
27 nov 2019
Størrelse i cm:
14,3 x 22,2 x 1,4
Forlag:
Oplagsdato:
27 nov 2019
Forfatter(e):
Genre:

Advanced Environmental Monitoring with Remote Sensing Time Series Data and R

Af: Venkat Lakshmi, Nikolaos Koutsias, Alexandra Gemitzi
Engelsk
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:
    102
    ISBN-13:
    9780367205270
    Indbinding:
    Hardback
    ISBN-10:
    0367205270
    Kategori:
    Udg. Dato:
    27 nov 2019
    Størrelse i cm:
    14,3 x 22,2 x 1,4
    Forlag:
    Oplagsdato:
    27 nov 2019
    Forfatter(e):
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