Remote Sensing Data Analysis in R

Rani, Alka (Author)/ Kumar, Nirmal (Author)/ Singh, S.k. (Author)/ Sinha, N.k. (Author)/ Jena, R.k. (Author)

ISBN 10: 9389571790 / ISBN 13: 9789389571790

Verlag: MP–NPA New India Publishing Agency – NIPA, 2021

364 pages. 7.87x5.51x1.57 inches. In Stock. Bestandsnummer des Verkäufers __9389571790

Inhaltsangabe:

This book offers a comprehensive and detailed guide for users to perform remote sensing and GIS operations using free and open-source software, specifically R. It is suitable for users who have a basic understanding of remote sensing and GIS but have limited knowledge of R software. The book introduces the R software and provides step-by-step instructions for downloading and installing it. It offers R-codes for tasks such as loading and plotting both raster and vector data, pre-processing and filtering raster data, processing vector data, unsupervised and supervised classification of raster data, and thematic mapping of both raster and vector data. Furthermore, it provides R-codes for advanced machine learning algorithms like random forest and support vector machine for supervised classification of raster data. This book is ideal for users who do not have access to expensive paid software for GIS and digital image processing. An additional DVD with sample data for practice is included, allowing users to gain hands-on experience with the R-codes provided in the book. This book can also serve as a useful training manual for performing digital image analysis and GIS operations using R software.

Über die Autorin bzw. den Autor: Alka Rani,Scientist, ICAR – Indian Institute of Soil Science, Madhya Pradesh, India

Nirmal Kumar, Scientist, ICAR – National Bureau of Soil Survey and Land Use Planning, Maharashtra, India

S.K. Singh, Director, ICAR – National Bureau of Soil Survey and Land Use Planning, Maharashtra, India

N.K. Sinha, Scientist, ICAR – Indian Institute of Soil Science, Madhya Pradesh, India

R.K. Jena,Scientist, ICAR – National Bureau of Soil Survey and Land Use Planning, Assam, India

Himesh Patra; Scientist (Geoinformatics), Crop Data Technology Private Limited, Maharashtra, India

Bibliografische Details

Titel: Remote Sensing Data Analysis in R
Verlag: MP NPA New India Publishing Agency NIPA
Erscheinungsdatum: 2021
Einband: Hardcover
Zustand: Brand New