Spatial Big Data Science is popular PDF and ePub book, written by Zhe Jiang in 2017-07-13, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Spatial Big Data Science can be Read Online from any device for your convenience.
Spatial Big Data Science Book PDF Summary
Emerging Spatial Big Data (SBD) has transformative potential in solving many grand societal challenges such as water resource management, food security, disaster response, and transportation. However, significant computational challenges exist in analyzing SBD due to the unique spatial characteristics including spatial autocorrelation, anisotropy, heterogeneity, multiple scales and resolutions which is illustrated in this book. This book also discusses current techniques for, spatial big data science with a particular focus on classification techniques for earth observation imagery big data. Specifically, the authors introduce several recent spatial classification techniques, such as spatial decision trees and spatial ensemble learning. Several potential future research directions are also discussed. This book targets an interdisciplinary audience including computer scientists, practitioners and researchers working in the field of data mining, big data, as well as domain scientists working in earth science (e.g., hydrology, disaster), public safety and public health. Advanced level students in computer science will also find this book useful as a reference.
Detail Book of Spatial Big Data Science PDF
- Author : Zhe Jiang
- Release : 13 July 2017
- Publisher : Springer
- ISBN : 9783319601953
- Genre : Computers
- Total Page : 138 pages
- Language : English
- PDF File Size : 20,9 Mb
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