Environmental Modeling Using Satellite Imaging and Dataset Re-processing

1st ed. 2019

by Moses Eterigho Emetere

Book Details

Format Paperback / Softback

Book Series Studies in Big Data

ISBN-10 3030134075

ISBN-13 9783030134075

Edition 1st ed. 2019

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Aug 14th, 2020

Print length 227 Pages

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This book introduces methods of re-processing images to extract numerical information that can be used to quantify the observables in environmental modelling. The habit of screening datasets leads to the discard of over 90% of the original dataset or images generated in the experiments or procedure.

This book introduces methods of re-processing images to extract numerical information that can be used to quantify the observables in environmental modelling. Experiments or procedures that yield large images can be statistically or parametrically examined. Through the use of open source libraries, the book shows how ''big data'' in the form of images or datasets can be comparatively analysed along same defined procedures or standards.

This book helps to solve the challenges of discarding datasets that are relevant directly or indirectly to the research. The habit of screening datasets leads to the discard of over 90% of the original dataset or images generated in the experiments or procedure. If the images or datasets are generated under the same principles or conditions, then each measurement may be the narrative of unique events. The focus of this book is to enlighten researchers on how to analyse measurements with the aim of ensuring 100% utilization.

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