03154nam 22005535 450 991035032880332120251116221117.0981-13-8012-010.1007/978-981-13-8012-9(CKB)4100000008876854(MiAaPQ)EBC5838929(DE-He213)978-981-13-8012-9(PPN)238486397(EXLCZ)99410000000887685420190724d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierRemote Sensing Image Classification in R /by Courage Kamusoko1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (201 pages)Springer Geography,2194-315X981-13-8011-2 Dedication -- Preface -- Acknowledgements -- Acronyms and Abbreviations -- Chapter 1. Remote sensing Digital Image Processing in R -- Chapter 2. Pre-processing -- Chapter 3. Image Transformation,etc.This book offers an introduction to remotely sensed image processing and classification in R using machine learning algorithms. It also provides a concise and practical reference tutorial, which equips readers to immediately start using the software platform and R packages for image processing and classification. This book is divided into five chapters. Chapter 1 introduces remote sensing digital image processing in R, while chapter 2 covers pre-processing. Chapter 3 focuses on image transformation, and chapter 4 addresses image classification. Lastly, chapter 5 deals with improving image classification. R is advantageous in that it is open source software, available free of charge and includes several useful features that are not available in commercial software packages. This book benefits all undergraduate and graduate students, researchers, university teachers and other remote- sensing practitioners interested in the practical implementation of remote sensing in R.Springer Geography,2194-315XRemote sensingEnvironmental geographyComputer programmingR (Computer program language)Remote Sensing/Photogrammetryhttps://scigraph.springernature.com/ontologies/product-market-codes/J13010Environmental Geographyhttps://scigraph.springernature.com/ontologies/product-market-codes/J19010Programming Techniqueshttps://scigraph.springernature.com/ontologies/product-market-codes/I14010Remote sensing.Environmental geography.Computer programming.R (Computer program language)Remote Sensing/Photogrammetry.Environmental Geography.Programming Techniques.004Kamusoko Courageauthttp://id.loc.gov/vocabulary/relators/aut911448BOOK9910350328803321Remote Sensing Image Classification in R2235700UNINA