Spatial heat-wave assessments using geotagged Twitter data

Daisuke Murakami; Yoshiki Yamagata

doi:10.1016/B978-0-12-813127-5.00008-4

Spatial heat-wave assessments using geotagged Twitter data

Daisuke Murakami, Yoshiki Yamagata

Research output: Chapter in Book/Report/Conference proceeding › Chapter

1 Citation (Scopus)

Abstract

This chapter introduces a twitter data application to a heatwave analysis. Section 8.1 introduces our discussion emphasizing on statistical modeling combining different types of spatial data. Section 8.2 introduces the twitter data and their processing. Section 8.3 explains our analysis method, and Section 8.4 applies this method to a heatwave analysis. Section 8.5 concludes our discussion.

Original language	English
Title of host publication	Spatial Analysis Using Big Data
Subtitle of host publication	Methods and Urban Applications
Publisher	Elsevier
Pages	227-238
Number of pages	12
ISBN (Electronic)	9780128131329
ISBN (Print)	9780128131275
DOIs	https://doi.org/10.1016/B978-0-12-813127-5.00008-4
Publication status	Published - 2019 Nov 2
Externally published	Yes

Keywords

Geotagged tweets
Heatwave
Spatial interpolation

ASJC Scopus subject areas

Economics, Econometrics and Finance(all)
Business, Management and Accounting(all)

Access to Document

10.1016/B978-0-12-813127-5.00008-4

Cite this

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title = "Spatial heat-wave assessments using geotagged Twitter data",

abstract = "This chapter introduces a twitter data application to a heatwave analysis. Section 8.1 introduces our discussion emphasizing on statistical modeling combining different types of spatial data. Section 8.2 introduces the twitter data and their processing. Section 8.3 explains our analysis method, and Section 8.4 applies this method to a heatwave analysis. Section 8.5 concludes our discussion.",

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author = "Daisuke Murakami and Yoshiki Yamagata",

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AU - Yamagata, Yoshiki

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AB - This chapter introduces a twitter data application to a heatwave analysis. Section 8.1 introduces our discussion emphasizing on statistical modeling combining different types of spatial data. Section 8.2 introduces the twitter data and their processing. Section 8.3 explains our analysis method, and Section 8.4 applies this method to a heatwave analysis. Section 8.5 concludes our discussion.

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KW - Heatwave

KW - Spatial interpolation

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EP - 238

BT - Spatial Analysis Using Big Data

PB - Elsevier

ER -

Spatial heat-wave assessments using geotagged Twitter data

Abstract

Keywords

ASJC Scopus subject areas

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