Spatial Analysis Using Big Data

Written By Yoshiki Yamagata
Spatial Analysis Using Big Data
  • Publsiher : Academic Press
  • Release : 03 November 2019
  • ISBN : 0128131322
  • Pages : 302 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Spatial Analysis Using Big Data written by Yoshiki Yamagata which was release on 03 November 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Spatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others. Reviews some of the most powerful and challenging modern methods to study big data problems in spatial science Provides computer codes written in R, MATLAB and Python to help implement methods Applies these methods to common problems observed in urban and regional economics

Spatial Analysis Using Big Data

Spatial Analysis Using Big Data
  • Author : Yoshiki Yamagata,Hajime Seya
  • Publisher : Academic Press
  • Release Date : 2019-11-03
  • Total pages : 302
  • ISBN : 0128131322
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Summary : Spatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic ...

Spatial Analysis Using Big Data

Spatial Analysis Using Big Data
  • Author : Yoshiki Yamagata,Hajime Seya
  • Publisher : Academic Press
  • Release Date : 2019-10
  • Total pages : 300
  • ISBN : 0128131322
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Summary : Spatial Analysis using Big Data: Econometrical Methods and Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic ...

Big Data Applications in Geography and Planning

Big Data Applications in Geography and Planning
  • Author : Mark Birkin,Graham Clarke,Jonathan Corcoran,Robert Stimson
  • Publisher : Edward Elgar Publishing
  • Release Date : 2021-05-28
  • Total pages : 288
  • ISBN : 0128131322
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Summary : This unique book demonstrates the utility of big data approaches in human geography and planning. Offering a carefully curated selection of case studies, it reveals how researchers are accessing big data, what this data looks like and how such data can offer new and important insights and knowledge....

Big Data Analytics for Sustainable Computing

Big Data Analytics for Sustainable Computing
  • Author : Haldorai, Anandakumar,Ramu, Arulmurugan
  • Publisher : IGI Global
  • Release Date : 2019-09-20
  • Total pages : 263
  • ISBN : 0128131322
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Summary : Big data consists of data sets that are too large and complex for traditional data processing and data management applications. Therefore, to obtain the valuable information within the data, one must use a variety of innovative analytical methods, such as web analytics, machine learning, and network analytics. As the study ...

Distributed and Parallel Architectures for Spatial Data

Distributed and Parallel Architectures for Spatial Data
  • Author : Alberto Belussi,Sara Migliorini
  • Publisher : MDPI
  • Release Date : 2021-01-20
  • Total pages : 170
  • ISBN : 0128131322
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Summary : This book aims at promoting new and innovative studies, proposing new architectures or innovative evolutions of existing ones, and illustrating experiments on current technologies in order to improve the efficiency and effectiveness of distributed and cluster systems when they deal with spatiotemporal data....

Big Data Computing for Geospatial Applications

Big Data Computing for Geospatial Applications
  • Author : Zhenlong Li,Wenwu Tang,Qunying Huang,Eric Shook,Qingfeng Guan
  • Publisher : MDPI
  • Release Date : 2020-11-23
  • Total pages : 222
  • ISBN : 0128131322
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Summary : The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data ...

Spatial Analysis Modelling and Planning

Spatial Analysis  Modelling and Planning
  • Author : Jorge Rocha,José António Tenedório
  • Publisher : BoD – Books on Demand
  • Release Date : 2018-11-28
  • Total pages : 268
  • ISBN : 0128131322
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Summary : New powerful technologies, such as geographic information systems (GIS), have been evolving and are quickly becoming part of a worldwide emergent digital infrastructure. Spatial analysis is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as social media and mobile phones. When ...

Big Data and Internet of Things A Roadmap for Smart Environments

Big Data and Internet of Things  A Roadmap for Smart Environments
  • Author : Nik Bessis,Ciprian Dobre
  • Publisher : Springer
  • Release Date : 2014-03-11
  • Total pages : 470
  • ISBN : 0128131322
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Summary : This book presents current progress on challenges related to Big Data management by focusing on the particular challenges associated with context-aware data-intensive applications and services. The book is a state-of-the-art reference discussing progress made, as well as prompting future directions on the theories, practices, standards and strategies that are related ...

Big Data and Computational Intelligence in Networking

Big Data and Computational Intelligence in Networking
  • Author : Yulei Wu,Fei Hu,Geyong Min,Albert Y. Zomaya
  • Publisher : CRC Press
  • Release Date : 2017-12-14
  • Total pages : 530
  • ISBN : 0128131322
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Summary : This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive understanding of network big data, efficient collection and management of network big ...

Big Data for Regional Science

Big Data for Regional Science
  • Author : Laurie A Schintler,Zhenhua Chen
  • Publisher : Routledge
  • Release Date : 2017-08-07
  • Total pages : 350
  • ISBN : 0128131322
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Summary : Recent technological advancements and other related factors and trends are contributing to the production of an astoundingly large and rapidly accelerating collection of data, or ‘Big Data’. This data now allows us to examine urban and regional phenomena in ways that were previously not possible. Despite the tremendous potential of ...

Spatial Big Data BIM and advanced GIS for Smart Transformation

Spatial Big Data  BIM and advanced GIS for Smart Transformation
  • Author : Sara Shirowzhan,Willie Tan,Samad M. E. Sepasgozar
  • Publisher : MDPI
  • Release Date : 2020-12-02
  • Total pages : 166
  • ISBN : 0128131322
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Summary : This book covers a range of topics including selective technologies and algorithms that can potentially contribute to developing an intelligent environment and smarter cities. While the connectivity and efficiency of smart cities is important, the analysis of the impact of construction development and large projects in the city is crucial ...

Spatial Big Data Science

Spatial Big Data Science
  • Author : Zhe Jiang,Shashi Shekhar
  • Publisher : Springer
  • Release Date : 2017-07-13
  • Total pages : 131
  • ISBN : 0128131322
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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 ...

Spatial Analysis with R

Spatial Analysis with R
  • Author : Tonny J. Oyana
  • Publisher : CRC Press
  • Release Date : 2020-08-31
  • Total pages : 334
  • ISBN : 0128131322
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Summary : In the five years since the publication of the first edition of Spatial Analysis: Statistics, Visualization, and Computational Methods, many new developments have taken shape regarding the implementation of new tools and methods for spatial analysis with R. The use and growth of artificial intelligence, machine learning and deep learning ...

Data centric Regenerative Built Environment

Data centric Regenerative Built Environment
  • Author : Saeed Banihashemi,Sepideh Zarepour Sohi
  • Publisher : Routledge
  • Release Date : 2022-03-18
  • Total pages : 168
  • ISBN : 0128131322
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Summary : This book examines the use of big data in regenerative urban environment and how data helps in functional planning and design solutions. This book is one of the first endeavors to present the data-driven methods for regenerative built environments and integrate it with the novel design solutions. It looks at ...

COVID 19 Pandemic Geospatial Information and Community Resilience

COVID 19 Pandemic  Geospatial Information  and Community Resilience
  • Author : Abbas Rajabifard,Daniel Paez,Greg Foliente
  • Publisher : CRC Press
  • Release Date : 2021-06-07
  • Total pages : 558
  • ISBN : 0128131322
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Summary : "The Open Access version of this book, available at https://www.taylorfrancis.com/books/oa-edit/10.1201/9781003181590, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license." Geospatial information plays an important role in managing location dependent pandemic situations across different communities and domains. Geospatial information and technologies are particularly ...