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R as a GIS: illustrating scale and aggregation problems with forest fire data

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conference contribution
posted on 2023-05-23, 18:06 authored by Louvet, R, Jagannath Aryal, Josselin, D, Genre-Grandpierre, C
Using the R language as a GIS applied on forest fire data in South of France, the goal of the research is to emphasize how spatial statistics may depend on the areal units chosen. First, we propose to map the forest fire data at different scale levels based on administrative boundaries. Second, we measure the MAUP by showing scale sensitivity in descriptive statistics and in regression analyses. Finally, although many tools can be used for vector or raster data aggregation and mapping, we discuss why we choose R as a primary analysis tool and R added-value.

History

Publication title

Procedia Environmental Sciences: Spatial Statistics 2015

Volume

27

Editors

A Stein, D Allard

Pagination

66-69

ISSN

1878-0296

Department/School

School of Geography, Planning and Spatial Sciences

Publisher

Elsevier BV

Place of publication

Netherlands

Event title

Spatial Statistics 2015: Engineering Patterns

Event Venue

Avignon, France

Date of Event (Start Date)

2015-06-09

Date of Event (End Date)

2015-06-12

Rights statement

Copyright 2015. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/

Repository Status

  • Open

Socio-economic Objectives

Expanding knowledge in the earth sciences

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