{"product_id":"sar-image-analysis-a-computational-statistics-approach","title":"SAR Image Analysis - A Computational Statistics Approach","description":"\u003cb\u003eSAR IMAGE ANALYSIS — A COMPUTATIONAL STATISTICS APPROACH\u003c\/b\u003e \u003cp\u003e\u003cb\u003eDiscover how to use statistics to extract information from SAR imagery\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eSAR Image Analysis — A Computational Statistics Approach\u003c\/i\u003e, an accomplished team of researchers delivers a practical exploration of how to use statistics to extract information from SAR imagery. The authors discuss various models, supply sample data and code, and explain theoretical aspects of SAR image analysis that are highly relevant to practitioners and students. \u003c\/p\u003e\u003cp\u003eThe book offers the theoretical properties of models, estimators, interpretation, data visualization, and advanced techniques, along with the data and code samples, that students require to learn effectively and efficiently. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eSAR Image Analysis — A Computational Statistics Approach \u003c\/i\u003eprovides various exercises throughout the book to help readers reinforce and retain the extensive information on parameter estimation, applications, reproducibility, replicability, and advanced topics, like robust estimators and stochastic distances, contained within. \u003c\/p\u003e\u003cp\u003eThe book also includes: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eThorough introductions to data acquisition and the elements of data analysis and image processing with R, including useful R packages, preprocessing SAR data, and visualization\u003c\/li\u003e\n\u003cli\u003eComprehensive explorations of intensity SAR data and the multiplicative model, including the (SAR) gamma distribution, the \u003ci\u003eK\u003c\/i\u003e distribution, the \u003ci\u003eG\u003csup\u003e0\u003c\/sup\u003e\u003c\/i\u003e distribution, and more general distributions under the multiplicative model\u003c\/li\u003e\n\u003cli\u003ePractical discussions of parameter estimations, including the Bernoulli distribution, the negative binomial distribution, and the uniform distribution\u003c\/li\u003e\n\u003cli\u003eIn-depth examinations of applications, including statistical filters and classification\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for undergraduate and graduate students studying remote sensing, data analysis, and statistics, \u003ci\u003eSAR Image Analysis — A Computational Statistics Approach\u003c\/i\u003e is also an indispensable resource for researchers, practitioners, and professionals seeking a one-stop resource on how to use statistics to extract information from SAR imagery.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Product","offer_id":54218187309400,"sku":"9781119795292","price":119.99,"currency_code":"EUR","in_stock":true}],"url":"https:\/\/agendabookshop.com\/products\/sar-image-analysis-a-computational-statistics-approach","provider":"Agenda Bookshop","version":"1.0","type":"link"}