Environmental Data Analysis

Name: Environmental Data Analysis
Brand: De Gruyter
SKU: 9783111012544
Price: 880.31 RON
Availability: InStock

Methods and Applications

Autor: Zhihua Zhang

Limbă:

Legare: Copertă tare

Editura: De Gruyter

Disponibilitate: În depozitul extern

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880.31 lei

With the dramatic development of air-space-ground-sea environmental monitoring networks and large-sc...

Informații despre carte

Autor

Zhihua Zhang

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2023

Pagini

388

EAN

9783111012544

Enbook ID

42879596

Editura

De Gruyter

Greutate

791

Dimensiuni

170 x 240

Descriere completă

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.

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Environmental Data Analysis

Methods and Applications

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