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Könyv Environmental Data Analysis Zhihua Zhang

Environmental Data Analysis

Methods and Applications

Szerző: Zhihua Zhang
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: De Gruyter
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
62 397 Ft
With the dramatic development of air-space-ground-sea environmental monitoring networks and large-sc...

Információk a könyvről

Szerző
Zhihua Zhang
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2023
oldal
388
EAN
9783111012544
Enbook ID
42879596
Kiadó
De Gruyter
Súly
791
Méretek
170 x 240

Teljes leírás

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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