Advanced environmental monitoring with remote sensing time series data and R / authored by Alexandra Gemitzi, Nikolaos Koutsias, and Venkat Lakshmi.
Material type: TextPublication details: Boca Raton, FL. : CRC Press, 2020Description: xi, 101p.: ill.' col.; 23 cmISBN: 9780367205270Subject(s): Environmental monitoring -- Remote sensing | Remote sensing -- Data processing | Time-series analysis -- Data processing | R (Computer program language) | Environmental monitoring -- Mediterranean Region -- Remote sensing -- Case studiesDDC classification: 363.7/063 LOC classification: G 70 | .4G46 2020Item type | Current library | Call number | Status | Date due | Barcode |
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Hard Covered Materials | MACHAKOS UNIVERSITY LIBRARY Open shelf | G 70 .4G46 2020 (Browse shelf (Opens below)) | Available | 39712 |
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"--
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