lczexplore: an R package to explore Local Climate Zone classifications
Matthieu Gousseff
(1, 2)
,
Erwan Bocher
(1, 2)
,
Jérémy Bernard
(1, 3, 4)
,
Elisabeth Le Saux Wiederhold
(1)
Matthieu Gousseff
- Fonction : Auteur
- PersonId : 1256383
- ORCID : 0000-0002-7106-2677
Erwan Bocher
- Fonction : Auteur
- PersonId : 1577
- IdHAL : erwan-bocher
- ORCID : 0000-0002-4936-7079
- IdRef : 095751548
Jérémy Bernard
- Fonction : Auteur
- PersonId : 3625
- IdHAL : jeremy-bernard
- ORCID : 0000-0001-7374-5722
Elisabeth Le Saux Wiederhold
- Fonction : Auteur
- PersonId : 183426
- IdHAL : elisabeth-le-saux-wiederhold
- ORCID : 0000-0002-2079-8633
Résumé
Climate change is a growing concern for city planners as Urban Heat Islands have an impact on mortality (Clarke, 1972), health in general (Lowe, 2016) and consumption of energy for building cooling (Malys et al., 2012) among other effects. A first step towards large scale study of urban climate is to define classes based on logical division of the landscape, such as Local Climate Zones (LCZ) defined by Stewart & Oke (2012).
A spatial comparison is performed by producing agreement maps between classifications, agreement statistics and a confusion matrix to help qualify and quantify the misclassifications.
The lczexplore package aims at comparing different LCZ classifications, but can be used to compare any pair of classifications on geographical units.
This software is available as a free and open source R package.
Format du dépôt | Notice |
---|---|
Type de dépôt | Article dans une revue |
Titre |
en
lczexplore: an R package to explore Local Climate Zone classifications
|
Résumé |
en
Climate change is a growing concern for city planners as Urban Heat Islands have an impact on mortality (Clarke, 1972), health in general (Lowe, 2016) and consumption of energy for building cooling (Malys et al., 2012) among other effects. A first step towards large scale study of urban climate is to define classes based on logical division of the landscape, such as Local Climate Zones (LCZ) defined by Stewart & Oke (2012).
A spatial comparison is performed by producing agreement maps between classifications, agreement statistics and a confusion matrix to help qualify and quantify the misclassifications.
The lczexplore package aims at comparing different LCZ classifications, but can be used to compare any pair of classifications on geographical units.
This software is available as a free and open source R package.
|
Auteur(s) |
Matthieu Gousseff
1, 2
, Erwan Bocher
1, 2
, Jérémy Bernard
1, 3, 4
, Elisabeth Le Saux Wiederhold
1
1
Lab-STICC_DECIDE -
Equipe DECIDE
( 1067606 )
- France
2
CNRS -
Centre National de la Recherche Scientifique
( 441569 )
- France
3
LOCIE -
LabOratoire proCédés énergIe bâtimEnt
( 1174528 )
- Campus scientifique Savoie Technolac 73376 Le Bourget du Lac - CEDEX
- France
4
Department of Earth and Space Sciences, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
( 1140523 )
- Department of Earth and Space Sciences, Chalmers University of Technology, SE-41296 Gothenburg, Sweden
- Suède
|
Audience |
Internationale
|
Comité de lecture |
Oui
|
Vulgarisation |
Non
|
Langue du document |
Anglais
|
Licence |
Paternité
|
Nom de la revue |
|
Date de publication |
2023-11-15
|
Volume |
8
|
Numéro |
91
|
Page/Identifiant |
5445
|
Domaine(s) |
|
Financement |
|
Mots-clés |
en
R SOFTWARE, GIS, URBAN CLIMATE, SPATIAL ANALYSIS
|
DOI | 10.21105/joss.05445 |
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