Can anyone recommend the best books in terms of quality and simplicity of explanations for hyperspectral imaging?

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Fardin Mirzapour

A very good ref. for HS data processing:

Hyperspectral Data Processing: Algorithm Design and Analysis

Chein-I Chang

ISBN: 978-0-471-69056-6

1164 pages

March 2013

http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0471690562.html

Ruslan Kozhemiakin

Schowengerdt, R.: Remote Sensing: Models and Methods for Image Processing. Academic Press (2006)

Maria Teresa Melis

Shunlin Liang- Quantitative Remote Sensing of Land Surfaces- Wiley