Geographical Data Science and Spatial Data Analysis

Geographical Data Science and Spatial Data Analysis
Author: Lex Comber
Publisher: SAGE
Total Pages: 460
Release: 2020-12-02
Genre: Science
ISBN: 1526485435

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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 describe different flavours of Data Analytics in R and other programming languages, there are none that consider Spatial Data (i.e. the location attached to data), or that consider issues of inference, linking Big Data, Geography, GIS, Mapping and Spatial Analytics. This is a ‘learning by doing’ textbook, building on the previous book by the same authors, An Introduction to R for Spatial Analysis and Mapping. It details the theoretical issues in analyses of Big Spatial Data and developing practical skills in the reader for addressing these with confidence.


Geographical Data Science and Spatial Data Analysis
Language: en
Pages: 460
Authors: Lex Comber
Categories: Science
Type: BOOK - Published: 2020-12-02 - Publisher: SAGE

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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
Geographic Information Analysis
Language: en
Pages: 440
Authors: David O'Sullivan
Categories: Mathematics
Type: BOOK - Published: 2010-03-29 - Publisher:

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Geographic Information Analysis provides up-to-date coverage of the foundations of spatial data analysis through visualization and maps. This book covers key sp
Applied Spatial Data Analysis with R
Language: en
Pages: 414
Authors: Roger S. Bivand
Categories: Medical
Type: BOOK - Published: 2013-06-21 - Publisher: Springer Science & Business Media

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Applied Spatial Data Analysis with R, second edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handl
Geocomputation with R
Language: en
Pages: 335
Authors: Robin Lovelace
Categories: Mathematics
Type: BOOK - Published: 2019-03-22 - Publisher: CRC Press

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Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programm
Spatial Data Analysis
Language: en
Pages: 462
Authors: Robert P. Haining
Categories: Business & Economics
Type: BOOK - Published: 2003-04-17 - Publisher: Cambridge University Press

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Spatial Data Analysis: Theory and Practice, first published in 2003, provides a broad ranging treatment of the field of spatial data analysis. It begins with an