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OverviewRemote Sensing Data Analysis in R is a guide book containing codes for most of the operations which are being performed for analysing any satellite data for deriving meaningful information. The goal of this book is to provide hands on experience in performing all the activities from the loading of raster and vector data, mapping or visualisation of data, pre-processing, calculation of indices, classification and advanced machine learning algorithms on remote sensing data in R. The reader will be able to acquire skills to carry out most of the operations of raster data analysis – more flexibly - in open-source freely available software i.e. R which are generally available in the paid digital image processing software. Note: T& F does not sell or distribute the Hardback in India, Pakistan, Nepal, Bhutan, Bangladesh and Sri Lanka. The title is co-published with New India Publishing Agency. Full Product DetailsAuthor: Alka Rani , Nirmal Kumar , S.K. Singh , N.K. SinhaPublisher: Taylor & Francis Ltd Imprint: CRC Press Weight: 0.830kg ISBN: 9780367725624ISBN 10: 0367725622 Pages: 364 Publication Date: 24 February 2021 Audience: College/higher education , Tertiary & Higher Education Format: Hardback Publisher's Status: Active Availability: In Print  This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of Contents1. Download and Installation of R 2. Data availability and downloading 3. Raster data in R 4. Radiometric Calibration 5. Vector data in R 6. Coordinate Reference Systems (CRS) in R 7. Subset Raster 8. Vector Data Analysis 9. Mosaic Raster Images 10. Resampling of Raster Images 11. Raster data statistics 12. Image Contrast Enhancement 13. Spatial Filters 14. Transformations 15. Unsupervised Classification 16. Supervised Classification 17. Digital terrain analysis 18. Thematic mappingReviewsAuthor InformationAlka 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 Tab Content 6Author Website:Countries AvailableAll regions |
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