Advanced environmental monitoring with remote sensing time series data and R /
Gemitzi, Alexandra,
Advanced environmental monitoring with remote sensing time series data and R / authored by Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi. - Boca Raton, FL. : CRC Press, 2020. - xi, 101p.: ill.' col.; 23 cm.
Includes Biblio. Ref. 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
2019040756
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.
G 70 / .4G46 2020
363.7/063
Advanced environmental monitoring with remote sensing time series data and R / authored by Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi. - Boca Raton, FL. : CRC Press, 2020. - xi, 101p.: ill.' col.; 23 cm.
Includes Biblio. Ref. 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
2019040756
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.
G 70 / .4G46 2020
363.7/063