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 : /5 from reviews
GET THIS BOOKSpatial Analysis Using Big Data


Download or read book entitled Spatial Analysis Using Big Data by author: Yoshiki Yamagata which was release on 03 November 2019 and published by Academic Press with total page 302 pages . This book available in PDF, EPUB and Kindle Format. 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
GET BOOK

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 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
GET BOOK

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 ...

Geographical Data Science and Spatial Data Analysis

Geographical Data Science and Spatial Data Analysis
  • Author : Lex Comber,Chris Brunsdon
  • Publisher : SAGE
  • Release Date : 2020-12-02
  • Total pages : 360
  • ISBN : 0128131322
GET BOOK

Summary : We are in an age of big data where all of our everyday interactions and transactions generate data. Much of this data is spatial – it is collected some-where – and identifying analytical insight from trends and patterns in these increasing rich digital footprints presents a number of challenges. Whilst other books ...

Spatial Planning in the Big Data Revolution

Spatial Planning in the Big Data Revolution
  • Author : Voghera, Angioletta,La Riccia, Luigi
  • Publisher : IGI Global
  • Release Date : 2019-03-15
  • Total pages : 359
  • ISBN : 0128131322
GET BOOK

Summary : Through interaction with other databases such as social media, geographic information systems have the ability to build and obtain not only statistics defined on the flows of people, things, and information but also on perceptions, impressions, and opinions about specific places, territories, and landscapes. It is thus necessary to systematize, ...

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
GET BOOK

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....

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
GET BOOK

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 ...

Spatial Data Handling in Big Data Era

Spatial Data Handling in Big Data Era
  • Author : Chenghu Zhou,Fenzhen Su,Francis Harvey,Jun Xu
  • Publisher : Springer
  • Release Date : 2017-05-04
  • Total pages : 237
  • ISBN : 0128131322
GET BOOK

Summary : This proceedings volume introduces recent work on the storage, retrieval and visualization of spatial Big Data, data-intensive geospatial computing and related data quality issues. Further, it addresses traditional topics such as multi-scale spatial data representations, knowledge discovery, space-time modeling, and geological applications. Spatial analysis and data mining are increasingly facing ...

An Introduction to R for Spatial Analysis and Mapping

An Introduction to R for Spatial Analysis and Mapping
  • Author : Chris Brunsdon,Lex Comber
  • Publisher : SAGE
  • Release Date : 2018-12-10
  • Total pages : 336
  • ISBN : 0128131322
GET BOOK

Summary : This is a new edition of the accessible and student-friendly 'how to' for anyone using R for the first time, for use in spatial statistical analysis, geocomputation and digital mapping. The authors, once again, take readers from ‘zero to hero’, updating the now standard text to further enable practical R ...

Hierarchical Modeling and Analysis for Spatial Data Second Edition

Hierarchical Modeling and Analysis for Spatial Data  Second Edition
  • Author : Sudipto Banerjee,Bradley P. Carlin,Alan E. Gelfand
  • Publisher : CRC Press
  • Release Date : 2014-09-12
  • Total pages : 584
  • ISBN : 0128131322
GET BOOK

Summary : Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and Modeling Since the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, Hierarchical Modeling and Analysis for Spatial Data, ...

Cloud Computing for Geospatial Big Data Analytics

Cloud Computing for Geospatial Big Data Analytics
  • Author : Himansu Das,Rabindra K. Barik,Harishchandra Dubey,Diptendu Sinha Roy
  • Publisher : Springer
  • Release Date : 2018-12-11
  • Total pages : 289
  • ISBN : 0128131322
GET BOOK

Summary : This book introduces the latest research findings in cloud, edge, fog, and mist computing and their applications in various fields using geospatial data. It solves a number of problems of cloud computing and big data, such as scheduling, security issues using different techniques, which researchers from industry and academia have ...

Hands On Geospatial Analysis with R and QGIS

Hands On Geospatial Analysis with R and QGIS
  • Author : Shammunul Islam
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-11-30
  • Total pages : 354
  • ISBN : 0128131322
GET BOOK

Summary : Practical examples with real-world projects in GIS, Remote sensing, Geospatial data management and Analysis using the R programming language Key Features Understand the basics of R and QGIS to work with GIS and remote sensing data Learn to manage, manipulate, and analyze spatial data using R and QGIS Apply machine ...

Modern Technologies for Big Data Classification and Clustering

Modern Technologies for Big Data Classification and Clustering
  • Author : Seetha, Hari,Murty, M. Narasimha,Tripathy, B. K.
  • Publisher : IGI Global
  • Release Date : 2017-07-12
  • Total pages : 360
  • ISBN : 0128131322
GET BOOK

Summary : Data has increased due to the growing use of web applications and communication devices. It is necessary to develop new techniques of managing data in order to ensure adequate usage. Modern Technologies for Big Data Classification and Clustering is an essential reference source for the latest scholarly research on handling ...

Deep Learning Techniques and Optimization Strategies in Big Data Analytics

Deep Learning Techniques and Optimization Strategies in Big Data Analytics
  • Author : Thomas, J. Joshua,Karagoz, Pinar,Ahamed, B. Bazeer,Vasant, Pandian
  • Publisher : IGI Global
  • Release Date : 2019-11-29
  • Total pages : 355
  • ISBN : 0128131322
GET BOOK

Summary : Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on ...

Big Data and Visual Analytics

Big Data and Visual Analytics
  • Author : Sang C. Suh,Thomas Anthony
  • Publisher : Springer
  • Release Date : 2018-01-15
  • Total pages : 263
  • ISBN : 0128131322
GET BOOK

Summary : This book provides users with cutting edge methods and technologies in the area of big data and visual analytics, as well as an insight to the big data and data analytics research conducted by world-renowned researchers in this field. The authors present comprehensive educational resources on big data and visual ...

Big Data Analytics for Satellite Image Processing and Remote Sensing

Big Data Analytics for Satellite Image Processing and Remote Sensing
  • Author : Swarnalatha, P.,Sevugan, Prabu
  • Publisher : IGI Global
  • Release Date : 2018-03-09
  • Total pages : 253
  • ISBN : 0128131322
GET BOOK

Summary : The scope of image processing and recognition has broadened due to the gap in scientific visualization. Thus, new imaging techniques have developed, and it is imperative to study this progression for optimal utilization. Big Data Analytics for Satellite Image Processing and Remote Sensing is a critical scholarly resource that examines ...