Publications HAL

2023

Theses

titre
Spatio-temporal prediction by stochastic partial differential equationsPrédiction spatio-temporelle par équations aux dérivées partielles stochastiques
auteur
Lucia Clarotto
article
Numerical Analysis [math.NA]. Université Paris sciences et lettres, 2023. English. ⟨NNT : 2023UPSLM022⟩
identifiant
tel-04308351
Resume_court
In the task of predicting spatio-temporal fields in environmental science using statistical methods, .....
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Theses
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https://pastel.hal.science/tel-04308351/file/2023UPSLM022_archivage.pdf BibTex

Preprints, Working Papers, ...

titre
The SPDE approach for spatio-temporal datasets with advection and diffusion
auteur
Lucia Clarotto, Denis Allard, Thomas Romary, Nicolas Desassis
article
2023
identifiant
hal-03762403
Resume_court
In the task of predicting spatio-temporal fields in environmental science using statistical methods, .....
typdoc
Preprints, Working Papers, ...
Accès au texte intégral et bibtex
https://hal.science/hal-03762403/file/main.pdf BibTex

2022

Journal articles

titre
Fully nonseparable Gneiting covariance functions for multivariate space–time data
auteur
Denis Allard, Lucia Clarotto, Xavier Emery
article
Spatial Statistics, 2022, 52, pp.100706. ⟨10.1016/j.spasta.2022.100706⟩
identifiant
hal-04160615
Resume_court
We broaden the well-known Gneiting class of space-time covariance functions by introducing a very ge .....
typdoc
Journal articles
DOI
DOI : 10.1016/j.spasta.2022.100706
audience
International
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BibTex
titre
A new class of α-transformations for the spatial analysis of Compositional Data
auteur
Lucia Clarotto, Denis Allard, Alessandra Menafoglio
article
Spatial Statistics, 2022, 47, pp.100570. ⟨10.1016/j.spasta.2021.100570⟩
identifiant
hal-03379935
Resume_court
Georeferenced compositional data are prominent in many scientific fields and in spatial statistics. .....
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Journal articles
DOI
DOI : 10.1016/j.spasta.2021.100570
audience
International
Accès au texte intégral et bibtex
https://hal.science/hal-03379935/file/main_revision2.pdf BibTex

Conference papers

titre
Spatio-temporal modeling with stochastic partial differential equations : simulation and inference
auteur
Lucia Clarotto, Denis Allard, Nicolas Desassis, Thomas Romary
article
21th IAMG Conference, Aug 2022, Nancy, France
identifiant
hal-03925779
typdoc
Conference papers
audience
International
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BibTex

2021

Journal articles

titre
Discussion on “Competition on Spatial Statistics for Large Datasets”
auteur
Denis Allard, Lucia Clarotto, Thomas Opitz, Thomas Romary
article
Journal of Agricultural, Biological, and Environmental Statistics, 2021, 26 (4), pp.604-611. ⟨10.1007/s13253-021-00462-2⟩
identifiant
hal-03443271
Resume_court
We discuss the methods and results of the RESSTE team in the competition on spatial statistics for l .....
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Journal articles
DOI
DOI : 10.1007/s13253-021-00462-2
pubmedId
Pubmed icone : 34335011
audience
International
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BibTex