Environmental Data Analysis: Methods and Applications - Tapa dura

Zhang, Zhihua

 
9783111012544: Environmental Data Analysis: Methods and Applications
Tapa dura
ISBN 10: 3111012549 ISBN 13: 9783111012544
Editorial: De Gruyter, 2023

Sinopsis

With the dramatic development of air-space-ground-sea environmental monitoring networks and large-scale high-resolution Earth simulators, Environmental science is facing opportunities and challenges of big data. Environmental Data Analysis focuses on state-of-the-art models and methods for big environmental data and demonstrates their applications through various case studies in the real world. It covers the comprehensive range of topics in data analysis in space, time and spectral domains, including linear and nonlinear environmental systems, feature extraction models, data envelopment analysis, risk assessments, and life cycle assessments. The 2nd Edition adds emerging network models, including neural networks, complex networks, downscaling analysis and streaming data on network. This book is a concise and self-contained work with enormous amount of information. It is a must-read for environmental scientists who struggle to conduct big data mining and data scientists who try to find the way into environmental science.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Zhihua Zhang, Beijing Normal University, Beijing, China.

De la contraportada

With the dramatic development of air-space-ground-sea environmental monitoring networks and large-scale high-resolution Earth simulators, Environmental science is facing opportunities and challenges of big data. Environmental Data Analysis focuses on state-of-the-art models and methods for big environmental data and demonstrates their applications through various case studies in the real world. It covers the comprehensive range of topics in data analysis in space, time and spectral domains, including linear and nonlinear environmental systems, feature extraction models, data envelopment analysis, risk assessments, and life cycle assessments. The 2nd Edition adds emerging network models, including neural networks, complex networks, downscaling analysis and streaming data on network.

This book is a concise and self-contained work with enormous amount of information. It is a must-read for environmental scientists who struggle to conduct big data mining and data scientists who try to find the way into environmental science.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
De Gruyter
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3111012549
ISBN 13 
9783111012544
Encuadernación
Tapa dura
Número de edición
2
Número de páginas
402
Contacto del fabricante
Walter de Gruyter GmbH
info@degruyter.com

Genthiner Straße 13
Berlin
Berlin
10785
Alemania