Remote Sensing and Digital Image Processing with R

This new textbook on remote sensing and digital image processing of natural resources includes numerous, practical problem-solving exercises and applications of sensors and satellite systems using remote sensing data collection resources, and emphasizes the free and open-source platform R. It explai...

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Bibliographic Details
Main Authors Alves, Marcelo de Carvalho, Sanches, Luciana
Format eBook Book
LanguageEnglish
Published Boca Raton, FL CRC Press 2023
Taylor & Francis Group
Edition1
Subjects
Agriculture & Environmental Sciences
Big Data
Digital images
Earth Sciences
ENVIROnetBASE
Environmental Health
Environmental Remote Sensing
ENVIRONMENTALENGINEERINGnetBASE
ENVIRONMENTALSCIENCEnetBASE
Forestry
Geocomputation
Image Processing
Image processing > Digital techniques
R (Computer program language)
R Packages, Software R
Remote Sensing
Remote sensing > Textbooks
Remote Sensing Applications
SCI-TECHnetBASE
Spatial Modeling
STMnetBASE
Water Science
Minas Gerais
Landsat-8 OLI Image
Spatial Modeling
False Color Composition
Altitude Class
Digital Image Processing
UTM Zone 23S
Coffee Leaf Rust
Random Forest
Sentinel-2 Imagery
ESRI Shapefile
Supervised Classification
Geocomputation
Image Processing
MODIS Sensor
Remote Sensing Process
Unsupervised Classification
Vegetation Index
R Packages, Software R
Big Data
Spatial Decision Support Systems
Remote Sensing
NDWI
Brightness Temperature
Landsat-8 OLI
Remote Sensing Applications
DMSP OLS
Environmental Remote Sensing
Brazilian Soil Classification System
Moisture Content
AP Algorithm
Saga GIS
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Cover

Table of Contents:
  • Cover -- Half Title -- Title Page -- Copyright Page -- Contents -- About the Authors -- Preface -- 1. Introduction to Remote Sensing and Digital Image Processing with R -- 2. Remote Sensing of Electromagnetic Radiation -- 3. Remote Sensing Sensors and Satellite Systems -- 4. Remote Sensing of Vegetation -- 5. Remote Sensing of Water -- 6. Remote Sensing of Soils, Rocks, and Geomorphology -- 7. Remote Sensing of the Atmosphere -- 8. Scientific Applications of Remote Sensing and Digital Image Processing for Project Design -- 9. Visual Interpretation and Enhancement of Remote Sensing Images -- 10. Unsupervised Classification of Remote Sensing Images -- 11. Supervised Classification of Remote Sensing Images -- 12. Uncertainty and Accuracy Analysis in Remote Sensing and Digital Image Processing -- 13. Scientific Applications of Remote Sensing and Digital Image Processing to Enhance Articles -- References -- Index