Advanced Environmental Monitoring with Remote Sensing Time Series Data and R
Autor Venkat (University of South CarolinaColumbia Lakshmien Limba Engleză Hardback – 22 ian 2020
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 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.
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 and is a must-have practical guide for environmental researches, professionals, and students.
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Specificații
ISBN-10: 0367205270
Pagini: 112
Dimensiuni: 140 x 216 x 14 mm
Greutate: 0.2 kg
Editura: Taylor & Francis Ltd.