Dear Amgad

This book is good:

Quantitative Remote Sensing of Land Surfaces

Jin Au Kong, Editor

Shunlin Liang

A JOHN WILEY 8. SONS, INC., PUBLICATION

This book is of value: Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Second Edition, Russell G. Congalton, Kass Green. CRC Press.

John R. Jensen. Remote Sensing of the Environment: An Earth Resource Perspective

you must have a look on "Fundamentals of Remote Sensing", Canada Centre for Remote Sensing

You may also try this book:

Campbell, J. B., & Wynne, R. H. (2011). Introduction to Remote Sensing, Fifth Edition. introduction to remote sensing fifth edition. https://doi.org/10.1007/s13398-014-0173-7.2

Canada Center Remote sensing book is the best for the fundamentals.