Facundo Muñoz

81 %
Libre accès
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Affiliation actuelle
  • Animal, Santé, Territoires, Risques et Ecosystèmes (UMR ASTRE)

Présentation

Mathematician and PhD in Statistics from the University of Valencia, Spain in 2013.

My research focuses on Bayesian methods and Spatial(-temporal) statistics applied to the interplay between life sciences and the environment.

Held a postdoctoral position for 4 years at the French National Research Institute for Agriculture, Food and Environment (INRAE), working on Quantitative Genetics in forestry. I developed statistical models and software for the statistical analysis of forest genetic resources.

Since october 2017, I work as a Biostatistician at UMR ASTRE in the French Agricultural Research and International Cooperation Organization (Cirad), working mainly on veterinary epidemiology. I also care about data management, FAIR data, R programming, Reproducibility and Open Science.

Domaines de recherche

Statistiques [stat]

Compétences

Biostatistics Bayesian statistics Epidemiology Epidemic modelling Geostatistics Hierarchical modelling Spatial-temporal models

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Publications

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Nipah spillover risk and large-scale spatial modelling studies

Julien Cappelle , Facundo Munoz

Lancet Planetary Health , 2025, 9 (5), pp.e353-e353

Article dans une revue hal-05201789v1
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Diversité des points de vue face à l’empreinte carbone de la recherche en partenariat avec les Suds

Mariline Poupaud , Élodie Fache , Jean-Christophe Castella , Martine Antona , Julien Blanco et al.

Natures Sciences Sociétés, 2025, 33 (1), ⟨10.1051/nss/2025028⟩

Article dans une revue hal-04722047v1

Cartographie du risque de la fièvre de la vallée du rift au Sénégal : un service informationnel pour contribuer à la prévention des zoonoses

Amadou Ndiaye , Facundo Munoz , Mathioro Fall , Mbargou Lo , Marion Bordier

Epidémiologie et Santé Animale, 2025, 85, pp.1-21

Article dans une revue hal-05183040v1
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Description of the cattle and small ruminants trade network in Senegal and implication for the surveillance of animal diseases

Mamadou Ciss , Alessandra Giacomini , Mame Nahé Diouf , Alexis Delabouglise , Asma Mesdour et al.

Transboundary and Emerging Diseases, 2023, 2023, pp.1880493. ⟨10.1155/2023/1880493⟩

Article dans une revue hal-05181198v1
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The Crimean‐Congo haemorrhagic fever tick vector Hyalomma marginatum in the south of France: Modelling its distribution and determination of factors influencing its establishment in a newly invaded area

Madiou Thierno Bah , Vladimir Grosbois , Frédéric Stachurski , Facundo Muñoz , Maxime Duhayon et al.

Transboundary and emerging diseases, 2022, ⟨10.1111/tbed.14578⟩

Article dans une revue hal-03689813v1
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The African swine fever modelling challenge: Model comparison and lessons learnt

Pauline Ezanno , Sébastien Picault , Servane Bareille , Gaël Beaunée , Gert Jan Boender et al.

Epidemics, 2022, 40, pp.100615. ⟨10.1016/j.epidem.2022.100615⟩

Article dans une revue hal-03765381v1
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A combination of probabilistic and mechanistic approaches for predicting the spread of African swine fever on Merry Island

Facundo Muñoz , David R.J. Pleydell , Ferrán Jori

Epidemics, 2022, 40, pp.100596. ⟨10.1016/j.epidem.2022.100596⟩

Article dans une revue hal-03735086v1
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Different kettles of fish: Varying patterns of antibiotic use on pig, chicken and fish farms in Lao PDR and implications for antimicrobial resistance strategies

Mariline Poupaud , Flavie Luce Goutard , Vannaphone Phouthana , Facundo Muñoz Viera , Domingo Caro et al.

Transboundary and emerging diseases, 2022, 69 (6), pp.3940-3951. ⟨10.1111/tbed.14766⟩

Article dans une revue hal-03900146v1
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Using a participatory qualitative risk assessment to estimate the risk of introduction and spread of transboundary animal diseases in scarce‐data environments

Cécile Squarzoni‐diaw , Elena Arsevska , Sana Kalthoum , Pachka Hammami , Jamel Cherni et al.

Transboundary and emerging diseases, 2021, ⟨10.1111/tbed.13920⟩

Article dans une revue hal-03165741v1
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Accounting for competition in multi-environment tree genetic evaluations: a case study with hybrid pines

Ector Belaber , María Gauchat , Cristian Schoffen , Facundo Muñoz , Nuno Borralho et al.

Annals of Forest Science, 2021, 78 (1), pp.2. ⟨10.1007/s13595-020-01015-2⟩

Article dans une revue hal-03116737v1
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Cocoa breeding must take into account the competitive value of cocoa trees

Caudou Inago Trebissou , Mathias Gnion Tahi , Facundo Munoz , Leopoldo Sanchez , Simon-Pierre Assanvo N’guetta et al.

European Journal of Agronomy, 2021, 128, ⟨10.1016/j.eja.2021.126288⟩

Article dans une revue hal-03255826v1
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Research perspectives on animal health in the era of artificial intelligence

Pauline Ezanno , Sébastien Picault , Gaël Beaunée , Xavier Bailly , Facundo Muñoz et al.

Veterinary Research, 2021, 52 (40), ⟨10.1186/s13567-021-00902-4⟩

Article dans une revue (article de synthèse) hal-03161705v1
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Implementation of zoning to guide management of foot and mouth disease in Tunisia

Oumaima Mtaallah , Cécile Squarzoni-Diaw , Sana Kalthoum , Rachid Bouguedour , Facundo Muñoz et al.

Transboundary and emerging diseases, 2021, 69 (3), pp.1338-1348. ⟨10.1111/tbed.14101⟩

Article dans une revue hal-03264567v1
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Favorable Conditions for Genomic Evaluation to Outperform Classical Pedigree Evaluation Highlighted by a Proof-of-Concept Study in Poplar

Marie Pégard , Vincent Segura , Facundo Muñoz , Catherine Bastien , Véronique Jorge et al.

Frontiers in Plant Science, 2020, 11, ⟨10.3389/fpls.2020.581954⟩

Article dans une revue hal-03025048v1
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Modeling Culicoides abundance in mainland France: implications for surveillance

Pierre Villard , Facundo Muñoz , Thomas Balenghien , Thierry Baldet , Renaud Lancelot et al.

Parasites & Vectors, 2019, 12 (1), ⟨10.1186/s13071-019-3642-1⟩

Article dans une revue hal-02620784v1
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Performance of alternative spatial models in empirical Douglas-fir and simulated datasets

Eduardo Pablo Cappa , Facundo Muñoz , Leopoldo Sanchez

Annals of Forest Science, 2019, 76 (2), pp.53. ⟨10.1007/s13595-019-0836-9⟩

Article dans une revue hal-02610771v1
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Seroprevalence and molecular characterization of foot-and-mouth disease virus in Chad

Arada Izzedine Abdel-Aziz , Aurore Romey , Anthony Relmy , Kamila K. Gorna , Eve Laloy et al.

Veterinary Medicine and Science, 2019, 6 (1), pp.114-121. ⟨10.1002/vms3.206⟩

Article dans une revue hal-02618530v1
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Deciphering hybrid larch reaction norms using random regression

Alexandre Marchal , Carl D. Schlichting , Rémy Gobin , Philippe Balandier , Frédéric Millier et al.

G3, 2019, 9 (1), pp.21-32. ⟨10.1534/g3.118.200697⟩

Article dans une revue hal-02608280v1
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Culicoides Latreille in the sun: faunistic inventory of <em>Culicoides</em> species (Diptera: Ceratopogonidae) in Mayotte (Comoros Archipelago, Indian Ocean)

Claire Garros , Karien Labuschagne , Laure Dommergues , M’sa Ben , Thomas Balenghien et al.

Parasites & Vectors, 2019, 12 (1), pp.1-14. ⟨10.1186/s13071-019-3379-x⟩

Article dans une revue hal-02620795v1
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Accounting for preferential sampling in species distribution models

Maria Grazia Pennino , Iosu Paradinas , Janine B. Illian , Facundo Munoz , José María Bellido et al.

Ecology and Evolution, 2019, 9 (1), pp.653-663. ⟨10.1002/ece3.4789⟩

Article dans une revue hal-05176779v1
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Typological analysis of public-private partnerships in the veterinary domain

Margot Galière , Marisa Peyre , Facundo Munoz , Mariline Poupaud , Alain Dehove et al.

PLoS ONE, 2019, 14 (10), ⟨10.1371/journal.pone.0224079⟩

Article dans une revue hal-02893222v1

Genomic-based multiple-trait evaluation in Eucalyptus grandis using dominant DArT markers

Eduardo Cappa , Yousry A El Kassaby , Facundo Munoz , Martin N. Garcia , Pamela V. Villalba et al.

Plant Science, 2018, 271, pp.27-33. ⟨10.1016/j.plantsci.2018.03.014⟩

Article dans une revue hal-02621473v1
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Advanced spectroscopy-based phenotyping offers a potential solution to the ash dieback epidemic

Caterina Villari , Arnaud Dowkiw , Rasmus Enderle , Marjan Ghasemkhani , Thomas Kirisits et al.

Scientific Reports, 2018, 8, ⟨10.1038/s41598-018-35770-0⟩

Article dans une revue hal-02623741v1

A Cost-Based Ripley's K Function to Assess Social Strategies in Settlement Patterning

Joan Negre , Facundo Munoz , Juan Antonio Barcelo

Journal of Archaeological Method and Theory, 2018, 25 (3), pp.777 - 794. ⟨10.1007/s10816-017-9358-7⟩

Article dans une revue hal-02621421v1
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Hybrid larch heterosis: for which traits and under which genetic control?

Alexandre Marchal , Facundo Munoz , Frédéric Millier , Leopoldo Sanchez , Luc E. Pâques

Tree Genetics and Genomes, 2017, 13 (5), 17 p. ⟨10.1007/s11295-017-1177-1⟩

Article dans une revue hal-01604189v1
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Improving accuracy of breeding values by incorporating genomic information in spatial-competition mixed models

Eduardo P Cappa , Yousry A. El-Kassaby , Facundo Munoz , Martin N. Garcia , Pamela V. Villalba et al.

Molecular Breeding, 2017, 37 (10), pp.1-13. ⟨10.1007/s11032-017-0725-6⟩

Article dans une revue hal-02627351v1

Évaluation post-vaccinale contre la peste des petits ruminants (PPR) et la péripneumonie contagieuse bovine (PPCB) : Burkina Faso – Mali – Niger - Tchad

Marion Bordier , Lucia Manso-Silvan , Facundo Munoz , Adama Diallo

Atelier agro-élevage pour la région de l'Afrique de l'Ouest (Agro-Vet CICR 2024), Dec 2024, Saly, Sénégal. 1 p

Communication dans un congrès hal-05182641v1

Appui dans la lutte contre la peste des petits ruminants et la péripneumonie contagieuse bovine au Sahel

Marion Bordier , Lucia Manso-Silvan , Arnaud Bataille , Facundo Munoz , Adama Diallo

Forum de haut-niveau sur le pastoralisme au Sahel et en Afrique de l’Ouest (Nouakchott+10), CILSS; Banque mondiale, Nov 2024, Nouakchott, Mauritanie. 1 p

Communication dans un congrès hal-05182640v1

Risk assessment on the between-farm spread of avian influenza in the French broiler and layer production networks

Claire Hautefeuille , Facundo Munoz , Gwenaelle Dauphin , Marie-Isabelle Peyre , Flavie Goutard

World Veterinary Poultry Association Congress (WVPA), WVPA, Sep 2023, Verona, Italy. pp.170

Communication dans un congrès hal-05182810v1
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Estimation of the spread-rate of epidemics. The case of African Swine Fever in wild boar populationsfrom Belgium

Facundo Munoz , Alize Mercier , Renaud Lancelot , Julien Cauchard

Symposium de l'AESA, May 2019, Liège, Belgium. 5 p

Communication dans un congrès hal-05173846v1
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Spatio-temporal model for the genetic resistance to ash-dieback

Facundo Munoz , Arnaud Dowkiw

VIBASS València International Bayesian Analysis Summer School, Jul 2017, Valencia, Spain

Communication dans un congrès hal-01569509v1

Role of phenotypic plasticity in the expression of hybrid larch heterosis - a case study using random regression modeling

Alexandre Marchal , Carl Schlichting , Rémy Gobin , Facundo Munoz , Frédéric Millier et al.

13. Annual University of Michigan Early Career Scientists Symposium - Ecology and evolutionary biology of phenotypic plasticity, Mar 2017, Ann Arbor, United States

Communication dans un congrès hal-01594923v1
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Advanced phenotyping using FT-IR distinguishes disease resistance in Fraxinus excelsior against Hymenoscyphus fraxineus

Caterina Villari , Arnaud Dowkiw , Rasmus Enderle , Marjan Ghasemkhani , Thomas Kirisits et al.

Sixth International Workshop on the Genetics of Host-Parasite Interactions in Forestry—Tree Resistance to Insects and Diseases: Putting Promise into Practice, 2018, Ashville, United States. 2018

Poster de conférence hal-03557407v1
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ROLE OF PHENOTYPIC PLASTICITY IN THE EXPRESSION OF HYBRID LARCH HETEROSIS A CASE STUDY USING RANDOM REGRESSION MODELING

Alexandre Marchal , Carl Schlichting , Rémy Gobin , Facundo Muñoz , Frédéric Millier et al.

Early Career Scientists Symposium on Phenotypic Plasticity, Mar 2017, Ann Arbor, United States

Poster de conférence hal-05484780v1

Use of FT-IR for rapid phenotyping of European ash resistance levels to ash dieback

Caterina Villari , Arnaud Dowkiw , Rasmus Enderle , Marjan Ghasemkhani , Thomas Kirisits et al.

2017 APS Annual Meeting, Aug 2017, san antonio, United States. , 2017

Poster de conférence hal-01605424v1