{"product_id":"earth-observation-data-analytics-using-machine-and-deep-learning-modern-tools-applications-and-challenges-hardcover","title":"Earth Observation Data Analytics Using Machine and Deep Learning: Modern Tools, Applications and Challenges - Hardcover","description":"\u003cp\u003eby \u003cb\u003eSanjay Garg\u003c\/b\u003e (Editor), \u003cb\u003eSwati Jain\u003c\/b\u003e (Editor), \u003cb\u003eNitant Dube\u003c\/b\u003e (Editor)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eEarth Observation Data Analytics Using Machine and Deep Learning: Modern tools, applications and challenges\u003c\/i\u003e covers the basic properties, features and models for Earth observation (EO) recorded by very high-resolution (VHR) multispectral, hyperspectral, synthetic aperture radar (SAR), and multi-temporal observations.\u003c\/p\u003e \u003cp\u003eApproaches for applying pre-processing methods and deep learning techniques to satellite images for various applications - such as identifying land cover features, object detection, crop classification, target recognition, and the monitoring of earth resources - are described. Cost-efficient resource allocation solutions are provided, which are robust against common uncertainties that occur in annotating and extracting features on satellite images.\u003c\/p\u003e \u003cp\u003eThis book is a valuable resource for engineers and researchers in academia and industry working on AI, machine and deep learning, data science, remote sensing, GIS, SAR, satellite communications, space science, image processing and computer vision. It will also be of interest to staff at research agencies, lecturers and advanced students in related fields. Readers will need a basic understanding of computing, remote sensing, GIS and image interpretation.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 258\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.63 x 9.21 x 6.14 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 11, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51751894253856,"sku":"9781839536175","price":182.7,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/0c58f9c8cac8add92c9ec1ca27dcb888.webp?v=1779982864","url":"https:\/\/ebocreations.com\/products\/earth-observation-data-analytics-using-machine-and-deep-learning-modern-tools-applications-and-challenges-hardcover","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}