Mathematical modelling of the impact of climatic conditions in France on Rhipicephalus sanguineus tick activity and density since 1960
Open accessAbstract
Rhipicephalus sanguineus, the brown dog tick, has a worldwide distribution in areas with a relatively warm climate, including mild winters. This tick plays an important role as vector for various animal and human pathogens, including bacteria and protozoa. Based on precise daily meteorological data from the past 40 years, combined with mathematical modelling designed to predict tick activity, two modelling approaches were developed. The first examined the evolution of the number of weeks with favourable biological conditions for ticks in four French cities located at various latitudes of the country: Nîmes in the south, Paris in the north, Lyon in the east and Nantes in the west. The second analysed the extension of the geographical surface area in km(2) where the biological conditions favour tick activity for at least 12 weeks per year. Both analyses revealed clear evidence of increased temperatures coupled with an augmented tick activity index in three of the four cities. However, the change was not significant in Nîmes, where the climate is Mediterranean and the tick is already endemic. For Paris, Lyon and Nantes, the activity index values have increased significantly, i.e. by 4.4%, 4.0% and 3.4%, respectively. The distribution of the activity index values is evolving strongly with significantly fewer values below 50% since the 1960s and a clear decrease of values between 20% and 50% during the latest decade. Between 1960 and 2000, the theoretical extension of the surface area where the climatic index is suitable for R. sanguineus has increased by 66%. Even though several other important factors, such as changes in biotopes or human activity, are not included in this study, the resulting patterns and trends are noticeable. Our models constitute the first demonstration of the impact of climate change on the activity and distribution of ticks and confirm the observed northward migration trend for this Mediterranean domestic tick.
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Rhipicephalus sanguineus, endemic in Mediterranean regions, can now survive and develop in Southwest France up to Nantes and in Southeast France up to Lyon.
“The use of a meteorological model [13] and biological data regarding the brown dog tick, Rhipicephalus sanguineus, applied to Europe since 1960, clearly indicates that this tick species, endemic in Mediterranean regions, can now survive and develop in the Southwest of France up to Nantes and in the Southeast of France up to Lyon [14] (Fig. 2).”
From Impact of climate change in the epidemiology of vector-borne diseases in domestic carnivores (2013) · cites this paper as [14]
The climatic zone favorable for reproduction of Rhipicephalus sanguineus has expanded by 669% since the 1960s in Europe.
“Moreover, the climatic zone favorable for their reproduction has expanded by 669% since the 1960s in Europe [14].”
From Impact of climate change in the epidemiology of vector-borne diseases in domestic carnivores (2013) · cites this paper as [14]
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A Description of the Advanced Research WRF Version 3
Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D., Barker, D. M., Wang, W., Huang, X., & Duda, M. (2008) · UCAR/NCAR · doi:10.5065/d68s4mvh · Cited by 8,929 · see citing works
Haylock, M. R., Hofstra, N., Tank, A. K., Klok, E. J., Jones, P. D., & New, M. G. (2008) · Journal of Geophysical Research Atmospheres · doi:10.1029/2008jd010201 · Cited by 2,439 · see citing works
Tick-Borne Rickettsioses around the World: Emerging Diseases Challenging Old Concepts
Parola, P., Paddock, C. D., & Raoult, D. (2005) · Clinical Microbiology Reviews · doi:10.1128/cmr.18.4.719-756.2005 · Cited by 1,172 · see citing works
Effects of Climate Change on Ticks and Tick-Borne Diseases in Europe
Gray, J., Dautel, H., Estrada‐Peña, A., Kahl, O., & Lindgren, E. (2009) · Interdisciplinary Perspectives on Infectious Diseases · doi:10.1155/2009/593232 · Cited by 799 · see citing works
Biology and ecology of the brown dog tick, Rhipicephalus sanguineus
Dantas‐Torres, F. (2010) · Parasites & Vectors · doi:10.1186/1756-3305-3-26 · Cited by 695 · see citing works
The Kolmogorov-Smirnov, Cramer-von Mises Tests
Darling, D. A. (1957) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177706788 · Cited by 599 · see citing works
Lindgren, E., Tälleklint, L., & Polfeldt, T. (2000) · Environmental Health Perspectives · doi:10.1289/ehp.00108119 · Cited by 558 · see citing works
Emerging arthropod borne diseases of companion animals in Europe
Beugnet, F., & Marié, J.-L. (2009) · Veterinary Parasitology · doi:10.1016/j.vetpar.2009.03.028 · Cited by 337 · see citing works
Self-citationEnsembles‐based predictions of climate changes and their impacts
Hewitt, C. D. (2004) · Eos · doi:10.1029/2004eo520005 · Cited by 320 · see citing works
DEVELOPMENT OF A NEXT-GENERATION REGIONAL WEATHER RESEARCH AND FORECAST MODEL
Michalakes, J. G., Chen, S., Dudhia, J., HART, L., Klemp, J. B., Middlecoff, J., & Skamarock, W. C. (2001) · doi:10.1142/9789812799685_0024 · Cited by 283 · see citing works
The increasing recognition of rickettsial pathogens in dogs and people
Nicholson, W. L., Allen, K. E., McQuiston, J. H., Breitschwerdt, E. B., & Little, S. E. (2010) · Trends in Parasitology · doi:10.1016/j.pt.2010.01.007 · Cited by 251 · see citing works
Drivers for the emergence and re-emergence of vector borne protozoal and bacterial diseases
Harrus, S., & Baneth, G. (2005) · International Journal for Parasitology · doi:10.1016/j.ijpara.2005.06.005 · Cited by 251 · see citing works
Dautel, H., Dippel, C., Oehme, R. M., Hartelt, K., & Schettler, E. (2006) · International Journal of Medical Microbiology · doi:10.1016/j.ijmm.2006.01.013 · Cited by 209 · see citing works
To what extent has climate change contributed to the recent epidemiology of tick borne diseases?
Randolph, S. E. (2010) · Veterinary Parasitology · doi:10.1016/j.vetpar.2009.09.011 · Cited by 163 · see citing works
Climate, niche, ticks, and models: what they are and how we should interpret them
Estrada‐Peña, A. (2008) · Parasitology Research · doi:10.1007/s00436-008-1056-7 · Cited by 156 · see citing works
Bullová, E., Lukáň, M., Stanko, M., & Peťko, B. (2009) · Veterinary Parasitology · doi:10.1016/j.vetpar.2009.07.023 · Cited by 101 · see citing works
THE NEXT CANADIAN REGIONAL CLIMATE MODEL
Zadra, A., Caya, D., Côté, J., Dugas, B., Jones, C., Laprise, R., Winger, K., & Caron, L. (2008) · Cited by 88 · see citing works
Factors contributing to emergence of Ehrlichia and Anaplasma spp. as human pathogens
Doudier, B., Olano, J., Parola, P., & Brouqui, P. (2010) · Veterinary Parasitology · doi:10.1016/j.vetpar.2009.09.016 · Cited by 73 · see citing works
Lindgren, E., Tälleklint, L., & Polfeldt, T. (2000) · Environmental Health Perspectives · doi:10.2307/3454509 · Cited by 56 · see citing works
Enhanced spatial models for predicting the geographic distributions of tick-borne pathogens
Wimberly, M. C., Baer, A. D., & Yabsley, M. J. (2008) · International Journal of Health Geographics · doi:10.1186/1476-072x-7-15 · Cited by 52 · see citing works
Beugnet, F., Chalvet-Monfray, K., & Loukos, H. (2009) · Geospatial health · doi:10.4081/gh.2009.213 · Cited by 42 · see citing works
Self-citationKoch, D. E., Mohler, R. L., & Goodin, D. G. (2007) · Geospatial health · doi:10.4081/gh.2007.251 · Cited by 27 · see citing works
Jacobs, P. A., Fourie, L. J., & Horak, I. G. (2004) · PubMed · Cited by 27 · see citing works
Flagged first, then by citations
Cited by
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Effect of climate change on vector-borne disease risk in the UK
Medlock, J. M., & Leach, S. A. (2015) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(15)70091-5 · Cited by 353 · see citing works
Challenges Posed by Tick-Borne Rickettsiae: Eco-Epidemiology and Public Health Implications
Eremeeva, M. E., & Dasch, G. A. (2015) · Frontiers in Public Health · doi:10.3389/fpubh.2015.00055 · Cited by 124 · see citing works
Impact of climate change in the epidemiology of vector-borne diseases in domestic carnivores
Beugnet, F., & Chalvet-Monfray, K. (2013) · Comparative Immunology, Microbiology and Infectious Diseases · doi:10.1016/j.cimid.2013.07.003 · Cited by 102 · see citing works
Self-citationWilliams, H. W., Cross, D. E., Crump, H. L., Drost, C. J., & Thomas, C. J. (2015) · Parasites & Vectors · doi:10.1186/s13071-015-1046-4 · Cited by 74 · see citing works
Hai, V. V., Alméras, L., Socolovschi, C., Raoult, D., Parola, P., & Pagès, F. (2014) · Ticks and Tick-borne Diseases · doi:10.1016/j.ttbdis.2014.07.022 · Cited by 64 · see citing works
Ryan, S. J., Lippi, C. A., Caplan, T., Díaz, A., Dunbar, W., Grover, S., Johnson, S., Knowles, R., Lowe, R., Mateen, B. A., et al. (2023) · The Lancet Planetary Health · doi:10.1016/s2542-5196(23)00056-6 · Cited by 42 · see citing works
Hii, S. F., Traub, R. J., Thompson, M., Henning, J., O’Leary, C. A., Burleigh, A., McMahon, S., Rees, R., & Kopp, S. R. (2015) · Australian Veterinary Journal · doi:10.1111/avj.12293 · Cited by 41 · see citing works
René‐Martellet, M., Lebert, I., Chêne, J., Massot, R., León, M., Leal, A., Badavelli, S., Chalvet‐Monfray, K., Ducrot, C., Abrial, D., et al. (2015) · Parasites & Vectors · doi:10.1186/s13071-014-0613-4 · Cited by 41 · see citing works
Andersson, M., Turcitu, M. A., Stefanache, M., Tamba, P., Bărbuceanu, F., & Chitimia‐Dobler, L. (2013) · Ticks and Tick-borne Diseases · doi:10.1016/j.ttbdis.2012.12.006 · Cited by 37 · see citing works
Zannou, O. M., Ouedraogo, A. S., Biguezoton, A. S., Abatih, E. N., Coral-Almeida, M., Farougou, S., Yao, K. P., Lempereur, L., & Saegerman, C. (2021) · Pathogens · doi:10.3390/pathogens10070893 · Cited by 35 · see citing works
Хаснатинов, М. А., Lyapunov, A. V., Лопсоновна, М. Э., Kulakova, N. V., Petrova, I. V., & Danchinova, G. A. (2015) · Parasitology Research · doi:10.1007/s00436-015-4766-7 · Cited by 30 · see citing works
Trends in Clinical Diagnoses of Rocky Mountain Spotted Fever among American Indians, 2001–2008
Folkema, A. M., Holman, R. C., McQuiston, J. H., & Cheek, J. E. (2012) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.2012.11-0269 · Cited by 28 · see citing works
Hepatozoon canis in three imported dogs: a new tickborne disease reaching the United Kingdom
Attipa, C., Maguire, D., Solano‐Gallego, L., Szladovits, B., Barker, E., Farr, A., Baneth, G., & Tasker, S. (2018) · Veterinary Record · doi:10.1136/vr.105087 · Cited by 25 · see citing works
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Moerbeck, L., Domingos, A., & Antunes, S. (2022) · Pathogens · doi:10.3390/pathogens11111377 · Cited by 19 · see citing works
Geospatial Health: the first five years
Utzinger, J., Rinaldi, L., Malone, J. B., Krauth, S. J., Kristensen, T. K., Cringoli, G., & Bergquist, R. N. (2011) · Geospatial health · doi:10.4081/gh.2011.166 · Cited by 15 · see citing works
Hai, V. V., Alméras, L., Audebert, S., Pophillat, M., Boulanger, N., Parola, P., Raoult, D., & Pagès, F. (2012) · Comparative Immunology Microbiology and Infectious Diseases · doi:10.1016/j.cimid.2012.09.003 · Cited by 12 · see citing works
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Becskei, C., Geurden, T., Liebenberg, J. E., Cuppens, O., Mahabir, S. P., & Six, R. H. (2016) · Parasites & Vectors · doi:10.1186/s13071-016-1376-x · Cited by 9 · see citing works
Ghodrati, S., Lesiczka, P. M., Žůrek, L., Szekely, F., & Modrý, D. (2024) · Veterinary Parasitology Regional Studies and Reports · doi:10.1016/j.vprsr.2024.101007 · Cited by 7 · see citing works
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Beugnet, F. (2017) · Veterinary Record · doi:10.1136/vr.j566 · Cited by 3 · see citing works
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Morgan, E. R., & Smith, F. D. (2012) · The Veterinary Nurse · doi:10.12968/vetn.2012.3.2.102 · Cited by 2 · see citing works
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Meade, P., Abate, A. L., Pavo, J., Yeung-Cheung, A. K., & Pappas, C. J. (2017) · Journal of Agricultural and Urban Entomology · doi:10.3954/1523-5475-33.1.19 · Cited by 1 · see citing works
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Cartlidge, H. (2012) · The Veterinary Nurse · doi:10.12968/vetn.2012.3.7.450
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Jung, L., Schönherr, S., Lübbert, C., & Trawinski, H. (2024) · Flugmedizin · Tropenmedizin · Reisemedizin - FTR · doi:10.1055/a-2168-0527
Fachet, K., Lindau, A., & Ute Mackenstedt, A. (2025) · Ticks and Tick-borne Diseases · doi:10.1016/j.ttbdis.2025.102560
Hai, V. V. (2013) · theses.fr (ABES) · doi:10.70675/22456b3ezfb3dz4ec0zb364zf967bd3a56d7
Lopes, R., de Carvalho, L., Silva, V., Fernandes, C., Lopes, A. P., Duarte, E. L., Cardoso, L., & Coelho, A. C. (2026) · Parasites & Vectors · doi:10.1186/s13071-026-07522-x
- Authors
- Beugnet, F., Kolasinski, M., Michelangeli, P.-A., Vienne, J., & Loukos, H.
- Corresponding author
- Beugnet, Frédéric
- Kolasinski, Michel
- Michelangeli, Paul-Antoine
- Vienne, Julien
- Loukos, Harilaos
- Venue
- Geospatial health
- Publisher
- PAGEPress Publications
- Published
- 2011-05-01
- Volume
- 5
- Issue
- 2
- Pages
- 255
- ISSN
- 1827-1987 (ISSN-L)
- 1970-7096
- OpenAlex
- W2148981634
- Cited by
- 29
- References
- 23
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 2 · 2023: 1 · 2022: 1 · 2021: 1 · 2018: 1 · 2017: 2 · 2016: 1 · 2015: 6 · 2014: 1 · 2013: 4 · 2012: 6
- FWCI
- 2.65
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc
- Locations
- Geospatial health (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- CNR Solar (Scientific Open-access Literature Archive and Repository) (Consiglio Nazionale delle Ricerche) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Life Sciences › Immunology and Microbiology › Parasitology › Vector-borne infectious diseases
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Climate Change and Health Impacts
- Health Sciences › Medicine › Infectious Diseases › Viral Infections and Vectors
- Keywords
- Rhipicephalus sanguineus, tick activity, tick density, climate change, temperature, tick distribution, northward range shift, tick vectors, France, mathematical modeling
- MeSH terms
- Animals, Arachnid Vectors, Dog Diseases, Dogs, France, Humans, Models, Biological, Zoonoses, Tick-Borne Diseases, Ecosystem, Communicable Diseases, Emerging, Animal Migration, Rhipicephalus sanguineus, Climate Change
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