, WHO Dengue guidelines for diagnosis, treatment, 2009.

D. J. Gubler, Dengue and Dengue Hemorrhagic Fever, Clin Microbiol Rev, vol.11, pp.480-496, 1998.

J. G. Rigau-pérez, G. G. Clark, D. J. Gubler, P. Reiter, and E. J. Sanders, Dengue and dengue haemorrhagic fever fever, Lancet, vol.352, pp.971-977, 1998.

D. J. Gubler, Epidemic dengue/dengue hemorrhagic fever as a public health, social and economical problem in the 21th century, Trends Microbiol, vol.10, pp.100-103, 2002.

S. Hales, N. De-wet, J. Maindonald, and A. Woodward, Potential effect of population and climate changes on global distribution of dengue fever: an empirical model, Lancet, vol.360, pp.830-834, 2002.

J. S. Mackenzie, D. J. Gubler, and L. R. Petersen, Emerging flaviviruses: the spread and resurgence of Japanese encephalitis, West Nile and dengue viruses, Nat Med, vol.10, pp.98-109, 2004.
DOI : 10.1038/nm1144

J. A. Patz, P. R. Epstein, T. A. Burke, and J. M. Balbus, Global climate change and emerging infectious diseases, JAMA, vol.275, pp.217-223, 1996.
DOI : 10.1001/jama.1996.03530270057032

J. A. Patz, D. Campbell-lendrum, T. Holloway, and J. A. Foley, Impact of regional climate change on human health, Nature, vol.438, pp.310-317, 2005.

N. Y. Chan, K. L. Ebi, F. Smith, T. F. Wilson, and A. E. Smith, An Integrated Assessment Framework for Climate Change and Infectious Diseases, Env Health Persp, vol.107, pp.329-337, 1999.
DOI : 10.2307/3434535

URL : https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1566428/pdf/envhper00510-0039.pdf

W. J. Tabachnick, Challenges in predicting climate and environmental effects on vector-borne disease episystems in a changing world, J Exp Biol, vol.213, pp.946-954, 2010.

M. J. Hopp and J. A. Foley, Worldwide fluctuations in dengue fever cases related to climate variability, Clim Res, vol.25, pp.85-94, 2003.
DOI : 10.3354/cr025085

URL : http://www.int-res.com/articles/cr2003/25/c025p085.pdf

T. H. Jetten and D. A. Focks, Potential changes in the distribution of dengue transmission under climate warming, Am J Trop Med Hyg, vol.57, pp.285-297, 1997.

W. Martens, T. H. Jetten, and D. A. Focks, Sensitivity of malaria, schistosomiasis and dengue to global warming, Climatic Change, vol.35, pp.145-156, 1997.

C. C. Jansen and N. W. Beebe, The dengue vector Aedes aegypti: what comes next, Microbes Infect, vol.12, pp.272-279, 2010.
DOI : 10.1016/j.micinf.2009.12.011

D. M. Watts, D. S. Burke, B. A. Harrison, R. E. Whitmire, and A. Nisalak, Effect of temperature on the vector efficiency of Aedes aegypti for dengue 2 virus, Am J Trop Med Hyg, vol.36, pp.143-152, 1987.

D. A. Focks, D. G. Haile, E. Daniels, and G. A. Mount, Dynamic life table model for Aedes aegypti (Diptera: Culicidae): analysis of the literature and model development, J Med Entomol, vol.30, pp.1003-1017, 1993.

D. A. Focks, D. G. Haile, E. Daniels, and G. A. Mount, Dynamic life table model for Aedes aegypti (Diptera: Culicidae): simulation results and validation, J Med Entomol, vol.30, pp.1018-1028, 1993.
DOI : 10.1093/jmedent/30.6.1018

D. A. Focks, E. Daniels, D. G. Haile, and J. E. Keesling, A simulation model of the epidemiology of urban dengue fever: litterature analysis, model development, preliminary validation, and samples of simulation results, Am J Trop Med Hyg, vol.53, pp.489-506, 1995.

H. M. Yang, M. Macoris, K. C. Galvani, M. Andrighetti, and D. Wanderley, Assessing the effects of temperature on the population of Aedes aegypti, the vector of dengue, Epidemiol Infect, vol.137, pp.1188-1202, 2009.

S. R. Christophers, Aedes aegypti (L.) The Yellow Fever Mosquito, Its Life History, Bionomics and Structure, 1960.

L. M. Rueda, K. J. Patel, R. C. Axtell, and R. E. Stinner, Temperature-dependent development and survival rates of Culex quinquefasciatus and Aedes aegypti (Diptera: Culicidae), J Med Entomol, vol.27, pp.892-898, 1990.
DOI : 10.1093/jmedent/27.5.892

M. J. Hopp and J. A. Foley, Global-scale relationships between climate and the Dengue fever vector, Aedes aegypti, Clim Change, vol.48, pp.441-463, 2001.

B. Cazelles, M. Chavez, A. J. Mcmichael, and S. Hales, Nonstationary influence of El Niñ o on the synchronous dengue epidemics in Thailand, PLoS Med, vol.2, issue.4, p.106, 2005.

M. A. Johansson, D. A. Cummings, and G. E. Glass, Multiyear climate variability and dengue-El Niño southern oscillation, weather, and dengue incidence in Puerto Rico, Mexico, and Thailand: a longitudinal data analysis, PLoS Med, vol.6, issue.11, p.1000168, 2009.

Y. H. Hsieh and C. W. Chen, Turning points, reproduction number, and impact of climatological events for multi-wave dengue outbreaks, Trop Med Int Health, vol.14, pp.628-638, 2009.
DOI : 10.1111/j.1365-3156.2009.02277.x

URL : http://onlinelibrary.wiley.com/doi/10.1111/j.1365-3156.2009.02277.x/pdf

C. S. Shang, C. T. Fang, C. M. Liu, T. H. Wen, and K. H. Tsai, The role of imported cases and favorable meteorological conditions in the onset of dengue epidemics, PLoS Negl Trop Dis, vol.4, issue.8, p.775, 2010.

S. C. Chen, C. M. Liao, C. P. Chio, H. H. Chou, and S. H. You, Lagged temperature effect with mosquito transmission potential explains dengue variability in southern Taiwan: insights from a statistical analysis, Sci Total Environ, vol.408, pp.4069-4075, 2010.

Y. L. Hii, J. Rocklöv, N. Ng, C. S. Tang, and F. Y. Pang, Climate variability and increase in intensity and magnitude of dengue incidence in Singapore, Glob Health Action, 2009.

M. A. Johansson, F. Dominici, and G. E. Glass, Local and global effects of climate on dengue transmission in Puerto Rico, PLoS Negl Trop Dis, vol.3, issue.2, p.382, 2009.

S. Hales, P. Weinstein, and A. Woodward, Dengue fever epidemics in the South Pacific: driven by El Niñ o Southern Oscillation?, Lancet, vol.348, pp.1664-1665, 1996.
DOI : 10.1016/s0140-6736(05)65737-6

S. Hales, P. Weinstein, Y. Souares, and A. Woodward, El Niñ o and the dynamics of vectorborne disease transmission, Environ Health Perspect, vol.107, pp.99-102, 1999.
DOI : 10.2307/3434364

N. Singh, T. Kiedrzynski, C. Lepers, K. Benyon, and E. , Dengue in the Pacific-an update of the current situation, Pac Health Dialog, vol.12, pp.111-119, 2005.

W. J. Perry, The mosquitoes and mosquito-borne diseases on NewCaledonia, an historic account: 1885-1946, Am J Trop Med, vol.30, pp.103-114, 1950.
DOI : 10.4269/ajtmh.1950.s1-30.103

A. Berlioz-arthaud, A. Chow, V. Endy, T. Lowry, and K. , Sustained transmission of dengue virus type 1 in the Pacific due to repeated introductions of different Asian strains, Virology, vol.329, pp.505-512, 2004.
URL : https://hal.archives-ouvertes.fr/pasteur-01836672

M. A. Bouldouyre, F. Baumann, A. Berlioz-arthaud, E. Chungue, and F. Lacassin, Factors of severity at admission during an epidemic of dengue 1 in New Caledonia (South Pacific) in 2003, Scand J Infect Dis, vol.38, pp.675-681, 2006.

D. Li, W. Liu, A. Guigon, C. Mostyn, R. Grant et al., Rapid displacement of Dengue virus type 1 by type 4, Pacific region, 2007.
DOI : 10.3201/eid1601.091275

URL : https://wwwnc.cdc.gov/eid/article/16/1/pdfs/09-1275.pdf

, Emerg Inf Dis, vol.16, pp.123-125

, Historique du dénombrement de la population: population des communes de la Nouvelle-Calédonie de 1956 a, Institut de la statistique et des e ´tudes e ´conomiques de, 2009.

L. Rosen, L. E. Rozeboom, B. H. Sweet, and A. B. Sabin, The transmission of dengue by Aedes polynesiensis Marks, Am J Trop Med Hyg, vol.3, pp.878-882, 1954.

A. B. Failloux and F. Rodhain, Importance of mosquito population genetic studies in medical entomology. Examples from French Polynesia, Ann Soc Entomol Fr, vol.35, pp.1-16, 1999.

L. Guillaumot, Arboviruses and their vectors in the Pacific-Status report, vol.12, pp.45-52, 2005.
URL : https://hal.archives-ouvertes.fr/pasteur-00734185

, Monthly atmospheric and SST Indices. Climate Prediction Center, 2011.

, R: A Language and Environment for Statistical Computing, 2009.

V. Vapnik, Statistical learning theory, vol.736, 1998.

T. F. Wu, C. J. Lin, and R. C. Weng, Probability estimates for multi-class classification by pairwise coupling, J Mach Learn Res, vol.5, pp.975-1005, 2004.

W. N. Venables and B. D. Ripley, Modern Applied Statistics with S, vol.495, 2002.

K. P. Burnham and D. R. Anderson, Model selection and multimodel interference: a practical information-theoretic approach, vol.347, 2002.

D. A. Focks, R. J. Brenner, J. Hayes, and E. Daniels, Transmission thresholds for dengue in terms of Aedes aegypti pupae per person with discussion of their utility in source reduction efforts, Am J Trop Med Hyg, vol.62, pp.11-18, 2000.

M. Vargas, R. E. Ya-umphan, P. Phumala-morales, N. Komalamisra, N. Dujardin et al., Climate associated size and shape changes in Aedes aegypti (Diptera: Culicidae) populations from Thailand, Infect Genet Evol, vol.10, pp.580-585, 2010.

J. Lefèvre, P. Marchesiello, N. Jourdain, C. Menkes, and A. Leroy, Weather regime and orographic circulation around New Caledonia, Marine Pollution Bulletin, vol.61, pp.413-431, 2010.

, Institut de la statistique et des e ´tudes e ´conomiques de Nouvelle-Calédonie (ISEE). Available, 2009.

S. I. Hay, M. F. Myers, D. S. Burke, D. W. Vaughn, and T. Endy, Etiology of interepidemic periods of mosquito-borne disease, Proc Natl Acad Sci, vol.97, pp.9335-9339, 2000.

H. J. Wearing and P. Rohani, Ecological and immunological determinants of dengue epidemics, Proc Natl Acad Sci, vol.103, pp.11802-11807, 2006.

B. Adams, E. C. Holmes, C. Zhang, M. P. Mammen, J. Nimmannitya et al., Cross-protective immunity can account for the alternating epidemic pattern of dengue virus serotypes circulating in Bangkok, Proc Natl Acad Sci, vol.103, pp.14234-14239, 2006.

L. Lambrechts, T. B. Knox, J. Wong, K. A. Liebman, and R. G. Albright, Shifting priorities in vector biology to improve control of vector-borne disease, Trop Med Int Health, vol.14, pp.1505-1514, 2009.

E. Chungue, V. Deubel, O. Cassar, M. Laille, and P. Martin, Molecular epidemiology of dengue 3 viruses and genetic relatedness among dengue 3 strains isolated from patients with mild or severe form of dengue fever in French Polynesia, J Gen Virol, vol.74, pp.2765-2770, 1993.

E. Descloux, V. M. Cao-lormeau, C. Roche, D. Lamballerie, and X. , Dengue 1 diversity and microevolution, French Polynesia 2001-2006: connection with epidemiology and clinics, PLoS Negl Trop Dis, vol.3, issue.8, p.493, 2009.

D. S. Li, W. Liu, A. Guigon, C. Mostyn, and R. Grant, Rapid displacement of dengue virus type 1 by type 4, Pacific region, Emerg Infect Dis, vol.16, pp.123-125, 2007.

A. C. Morrison, E. Zielinski-gutierrez, T. W. Scott, and R. Rosenberg, Defining challenges and proposing solutions for control of the virus vector Aedes aegypti, PLoS Med, vol.5, issue.3, p.68, 2008.

S. T. Stoddard, A. C. Morrison, G. M. Vazquez-prokopec, P. Soldan, V. Kochel et al., The role of human movement in the transmission of vector-borne pathogens, PLoS Negl Trop Dis, vol.3, issue.7, p.481, 2009.

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+. &apos;&apos;!+&apos;6f, , pp.6-11

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, Bernard Cazelles, vol.4

P. Epidemiology, ;. Health-unit, U. Locean, and . Espace-dev, Dengue Control Program, National Centre for Parasitology, Entomology and Malaria Control, Ministry of Health, Institut Pasteur du Cambodge, p.4

. Ecologie-&amp;-evolution, C. Umr-7625, . Bondy, C. France, and . Agirs, Methods and Findings: We used wavelet phase analysis to analyse time-series data of 105,598 hospitalized cases reported between 2002 and 2008 in the 135 (/180) most populous districts in Cambodia. We reveal spatial heterogeneity in the propagation of the annual epidemic. Each year, epidemics are highly synchronous over a large geographic area along the busiest national road of the country whereas travelling waves emanate from a few rural areas and move slowly along the Mekong River at a speed of ,11 km per week (95% confidence interval 3-18 km per week) towards the capital

M. Teurlai, R. Huy, B. Cazelles, R. Duboz, and C. Baehr, Can Human Movements Explain Heterogeneous Propagation of Dengue Fever in Cambodia?, PLoS Negl Trop Dis, vol.6, issue.12, p.1957, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01495165

D. J. Editor and . Gubler, , 2012.

. Teurlai, This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Funding: MT was supported financially by the Fondation Pierre Ledoux-Jeunesse Internationale and the International Division of Institut Pasteur. BC is supported by the FP7 Cooperation Programme from the European Community, DenFREE (FP7-HEALTH-2011-282378). The funders had no role in study design, 2012.

, Number of districts where an annual epidemic occurred according to the national threshold, along the Mekong River, the national road (Figure 4A), or, for the covariance analysis

, P-value of the regression slope estimate

, Inverse of the estimate of the regression slope b1, in km per week (see methods)

, Spatial Dynamics of Dengue Fever in Cambodia PLOS Neglected Tropical Diseases | www, vol.6, p.1957, 2012.

, Ecological and immunological determinants of dengue epidemics, Proc Natl Acad Sci U S A, vol.103, pp.11802-11807, 2006.

R. Huy, P. Buchy, C. A. Ngan, C. Ong, and S. , National dengue surveillance in Cambodia 1980-2008: epidemiological and virological trends and the impact of vector control, Bull World Health Organ, 2010.
URL : https://hal.archives-ouvertes.fr/pasteur-00808323

S. I. Hay, M. F. Myers, D. S. Burke, D. W. Vaughn, and T. Endy, Etiology of interepidemic periods of mosquito-borne disease, Proc Natl Acad Sci U S A, vol.97, pp.9335-9339, 2000.

M. P. Mammen, C. Pimgate, C. Koenraadt, A. L. Rothman, and J. Aldstadt, Spatial and temporal clustering of dengue virus transmission in Thai villages, PLoS Med, 2008.

L. C. Harrington, T. W. Scott, K. Lerdthusnee, R. C. Coleman, and A. Costero, Dispersal of the dengue vector Aedes aegypti within and between rural communities, Am J Trop Med Hyg, vol.72, pp.209-220, 2005.

K. L. Chan, Singapore's dengue hemorrhagic fever control programme: a case study on the successful control of Aedes aegypti and Aedes albopictus using mainly environmental measures as a part of integrated vector control, Tokyo: southeast Asian Medical Information Centre, 1985.

D. Cummings, R. A. Irizarry, N. E. Huang, T. P. Endy, and A. Nisalak, Travelling waves in the occurrence of dengue haemorrhagic fever in Thailand, Nature, vol.427, pp.344-347, 2004.

K. Thai, B. Cazelles, N. V. Nguyen, L. T. Vo, and M. F. Boni, Dengue dynamics in Binh Thuan province, southern Vietnam: periodicity, synchronicity and climate variability, PLoS Negl Trop Dis, 2010.

M. A. Rabaa, V. Hang, B. Wills, J. Farrar, and C. P. Simmons, Phylogeography of recently emerged DENV-2 in southern Viet Nam, PLoS Negl Trop Dis, 2010.

B. Cazelles, M. Chavez, A. J. Mcmichael, and S. Hales, Nonstationary influence of el Niñ o on the synchronous dengue epidemics in Thailand, PLoS Med, 2005.

, Dengue guidelines for diagnosis, treatment, prevention and control, WHO, 2009.

C. Torrence and G. P. Compo, A practical guide to wavelet analysis, Bull Am Meteorol Soc, vol.79, pp.61-78, 1998.

B. T. Grenfell, O. N. Bjornstad, and J. Kappey, Travelling waves and spatial hierarchies in measles epidemics, Nature, vol.414, pp.716-723, 2001.

B. Cazelles, M. Chavez, C. De-magny, G. Guégan, J. F. Hales et al., Time-dependent spectral analysis of epidemiological time-series with wavelets, 2007.

, J R Soc Interface, vol.4, pp.625-636

, R: A language and environment for statistical computing. R Foundation for Statistical Computing, 2011.

D. F. Stroup, G. D. Williamson, and J. L. Hernon, Detection of aberrations in the occurrence of notifiable diseases surveillance data, Stat Med, vol.8, pp.323-329, 1989.

A. F. Zuur, E. N. Ieno, and G. M. Smith, Analysing Ecological Data, p.685, 2007.

S. Vong, V. Khieu, O. Glass, S. Ly, and V. Duong, Dengue incidence in urban and rural Cambodia: results from population-based active fever surveillance, PLoS Negl Trop Dis, 2006.
URL : https://hal.archives-ouvertes.fr/pasteur-00808145

W. P. Schmidt, M. Suzuki, V. D. Thiem, R. G. White, and A. Tsuzuki, Population density, water supply and the risk of dengue fever in Vietnam: cohort study and spatial analysis, PLoS Med, 2011.

G. M. Vazquez-prokopec, S. T. Stoddard, V. Paz-soldan, A. C. Morrison, and J. P. Elder, Usefulness of commercially available GPS data-loggers for tracking human movement and exposure to dengue virus, International Journal of Health Geographics, vol.8, 2009.

M. C. Gonzales, C. A. Hidalgo, and A. L. Barabasi, Understanding individual human mobility patterns, Nature, vol.453, pp.779-782, 2008.

S. T. Stoddard, A. C. Morrison, G. M. Vazquez-prokopec, V. Paz-soldan, and T. J. Kochel, The role of human movement in the transmission of vector-borne pathogens, PLoS Negl Trop Dis, 2009.

A. C. Morrison, A. Getis, M. Santiago, J. G. Rigau-perez, and P. Reiter, Exploratory space-time analysis of reported dengue cases during an outbreak in Florida, Am J Trop Med Hyg, vol.58, pp.287-298, 1991.

N. A. Honorio, R. M. Ribeiro-nogueira, T. Codeço, C. Carvalho, M. S. Gonçalves-cruz et al., Spatial evaluation and modeling of dengue seroprevalence and vector density in Rio de Janeiro, Brazil, PLoS Negl Trop Dis, 2009.

C. Viboud, O. N. Bjornstad, D. L. Smith, L. Simonsen, and M. A. Miller, Synchrony, waves, and spatial hierarchies in the spread of influenza, Science, vol.312, pp.447-451, 2006.

B. Adams and D. D. Kapan, Man bites mosquito: understanding the contribution of human movement to vector-borne disease dynamics, PLoS One, 2009.

D. H. Barmak, C. O. Dorso, M. Otero, and H. G. Solari, Dengue epidemics and human mobility, Phys Rev E, vol.84, p.11901, 2011.

I. M. Longini, P. Fine, and S. B. Thacker, Predicting the global spread of new infectious agents, Am J Epidemiol, vol.123, pp.383-391, 1986.