Advanced environmental monitoring with remote sensing time series data and R /
authored by Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi.
- xi, 101 pages : illustrations ; 22 cm
Includes bibliographical references and index.
Environmental application of medium to high resolution remotely sensed data -- Environmental applications of medium resolution remote sensing imaging -- Environmental applications of low resolution remotely sensed data -- Processing remotely sensed data.
'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 extract valuable information on global changes from a 20-year collection of ready-to-use remotely-sensed data through the free, open GIS and statistical software R. 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'--
9780367205270 RM270.3 (PTSL)
Environmental monitoring--Remote sensing. Remote sensing--Data processing. Time-series analysis--Data processing. R (Computer program language) Environmental monitoring--Remote sensing--Mediterranean Region--Case studies.