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Environmental Modeling Using Satellite Imaging and Dataset Re-Processing / Moses Eterigho Emetere

By: Emetere, Moses Eterigho, autor
Contributor(s): SpringerLink (Online service)
Series: (Engineering (Springer-11647)); (Studies in Big Data, 2197-6503; 54).Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Description: 1 recurso en línea (X, 227 páginas) : 246 ilustraciones, 207 ilustraciones a color.ISBN: 9783030134051.Subject: Ciencias medioambientales -- Proceso de datos | Ciencias medioambientales -- Simulación por ordenador | TeledetecciónOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Introduction to Computational Techniques -- An Overview of Theoretical Dynamics -- Image Re-Processing of Satellite -- Big Data and Further Analysis -- Conclusion.
Abstract: 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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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias Sociales GE45 .D37 2019 EB (Browse shelf(Opens below)) Acceso electrónico eBooks24062455
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Introduction to Computational Techniques -- An Overview of Theoretical Dynamics -- Image Re-Processing of Satellite -- Big Data and Further Analysis -- Conclusion.

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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