Remote Sensing Data Analysis in R - Tapa dura

 
9789389571790: Remote Sensing Data Analysis in R
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ISBN 10: 9389571790 ISBN 13: 9789389571790
Editorial: New India Publishing Agency, 2021

Sinopsis

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.

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Acerca del 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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
New India Publishing Agency
Año de publicación
2021
Idioma
Inglés
ISBN 10 
9389571790
ISBN 13 
9789389571790
Encuadernación
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Número de páginas
364
Editor
Rani Alka, Kumar Nirmal, Singh S.K., Sinha N.K., Jena R.K., Patra Himesh
Contacto del fabricante
no disponible
Persona responsable
no disponible

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9780367725624: Remote Sensing Data Analysis in R

Edición Destacada

ISBN 10:  0367725622 ISBN 13:  9780367725624
Editorial: CRC Press, 2021
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