- Research article
- Open Access
Bat rabies surveillance and risk factors for rabies spillover in an urban area of Southern Brazil
BMC Veterinary Research volume 14, Article number: 173 (2018)
Bat rabies surveillance data and risk factors for rabies spillover without human cases have been evaluated in Curitiba, the ninth biggest city in Brazil, during a 6-year period (2010–2015). A retrospective analysis of bat complaints, bat species identification and rabies testing of bats, dogs and cats has been performed using methodologies of seasonal decomposition, spatial distribution and kernel density analysis.
Overall, a total of 1003 requests for bat removal have been attended to, and 806 bats were collected in 606 city locations. Bat species were identified among 13 genera of three families, with a higher frequency of Nyctinomops in the central-northern region and Molossidae scattered throughout city limits. Out of the bats captured alive, 419/806 (52.0%) healthy bats were released due to absence of human or animal contacts. The remaining 387/806 (48.0%) bats were sent for euthanasia and rabies testing, which resulted in 9/387 (2.32%) positives. Linear regression has shown an increase on sample numbers tested over time (regression: y = 2.02 + 0.17×; p < 0.001 and r2 = 0.29), as well as significant seasonal variation, which increases in January and decreases in May, June and July. The Kernel density analysis showed the center-northern city area to be statistically important, and the southern region had no tested samples within the period. In addition, a total of 4769 random and suspicious samples were sent for rabies diagnosis including those from dogs, cats, bats and others from 2007 to 2015. While all 2676 dog brains tested negative, only 1/1136 (0.088%) cat brains tested positive for rabies.
Only non-hematophagous bats were collected during the study, and the highest frequency of collections occurred in the center-northern region of the city. Rabies spillover from bats to cats may be more likely due to the registered exposure associated with cats’ innate hunting habits, predisposing them to even closer contact with potentially infected bats. Although associated with a very low frequency of rabies, cats should always be included in rabies surveillance and vaccination programs.
Bats (order Chiroptera) have been considered one of the most diverse worldwide mammal groups, accounting for 20.7% of 5416 currently known mammal species, with 18 families and 1120 species [1, 2]. The presence of bats has been reported in all geographic areas of the world except the Arctic, Antarctic, extreme desert areas, and some isolated oceanic islands . Brazil has been ranked as the second highest country in bat species, harboring 178 (15.9%) of the known species worldwide [4, 5].
Of the species of bats identified worldwide, only three feed exclusively on blood: Desmodus rotundus, Diphylla ecaudata and Diaemus youngi. D. rotundus is known as the common vampire bat and is the only one that feeds on mammalian blood, while the other two species feed on bird blood. Vampire bats are distributed from Mexico to South America . Deforestation has drastically reduced the number of natural prey for D. rotundus; faced with this change, vampire bats have found a great source of food in cattle, which were introduced by man in South America. This has given rise to the numbers of vampire bats and their contact with cattle and man, causing a direct impact on human and animal health by the transmission of the rabies virus .
The rabies virus (RABV) can affect all mammals; however, the orders Carnivora and Chiroptera act as reservoirs for the virus . The rabies virus (RABV) has been divided into two main variants: the first is associated with carnivores, mostly dogs, on an urban cycle, and the second is associated with bats, raccoons, and skunks on a sylvatic cycle [6,7,8,9]. The rabies cycle is divided into 4 cycles in several publications in South America: urban (domestic dog and cat), rural (livestock, cattle, horses, pigs, etc.), sylvatic (fox, raccoon, opossum, etc.) and air cycles (bats). However, in this study, this context was simplified to two major cycles, urban (dog and cat) and sylvatic (which covers all free-living animals, including bats) .
Although human cases in developing countries have been mostly associated with dog bites, bat species may also be infected by RABV, and human fatalities in Latin America have recently been connected to spillover from hematophagous, insectivorous and frugivorous bats [10, 11]. Not surprisingly, the highest recorded rabies outbreaks in Brazil were bat-transmitted and occurred in Brazilian northern rural (21 deaths) and remote areas of the Amazon forest (16 deaths) due to rabies virus variant 3 (AgV3), which is mainly found in Desmodus rotundus, a vampire bat species [10, 12, 13].
Meanwhile, a switch in the habits of non-hematophagous bats has also been recently observed, with migration from rural to urban areas probably due to increased food supply in urban centers and environmental impact on their natural habitats, increasing potential contact with domestic and wild animal populations and human beings [14, 15]. As a result, 20/41 (49.1%) positive bat specimens currently reported for rabies in Brazil were from non-hematophagous species, followed by 12/41 (29.0%) hematophagous and 9/41 (21.9%) unidentified species . In addition, despite a decrease in human and canine rabies in Brazil, human cases have mostly (78.0%) occurred from bat variants between 2000 and 2009 [17, 18].
Cats have been considered a high-risk species for rabies transmission to humans in some European countries mainly due to their hunting habits, particularly toward flying animals including bats, which may connect rabies from the sylvatic-aerial cycle to urban settings . Such scenarios may similarly occur in major cities of Brazil such as Curitiba, the ninth biggest Brazilian city, where a cat has been diagnosed with bat variant rabies after almost 30 years of no pet rabies cases .
Accordingly, this study aimed to analyze the bat rabies surveillance and risk factors for rabies spillover in an area without human cases in southern Brazil during a 6-year period (2010–2015). In addition, a retrospective analysis of bat complaints, bat species identification and rabies testing of bats, dogs and cats in the same area has been performed using methodologies of seasonal decomposition, spatial distribution and kernel density analysis.
Curitiba (25°25′48˝ S, 49°16′15˝ W), the capital of Paraná state, southern Brazil, has been currently ranked as the ninth biggest Brazilian city with approximately 1.8 million inhabitants . Although categorized as a 100% urban area, Curitiba city has been considered to be environmentally friendly and the first in sustainability and quality of life in Brazil, with a high green-area ratio distributed throughout more than 40 city parks and preservation areas .
Since 1984, an official central telephone system has been used in Curitiba as a communication channel between the population and public managers; this system allows the population to request government services of all areas (health, urbanism, education, etc.), and among the available services are requests for the collection of dead animals (dogs and cats), removal of fallen bats inside houses and removal and/or observation of aggressive animals. Complaints of dead animals have been used as a source of brain samples from dogs and cats, most of which are sent for rabies diagnosis at the Parana State Reference Laboratory (LACEN) and used for monitoring rabies virus circulation. In addition, complaints for bats have followed another specific protocol: local inspection by professionals from the Curitiba Zoonosis Control Center (ZCC), capture or collection of bats, an epidemiological questionnaire and bat health status. If bats were healthy and had no human or pet contact, they were released using an open box at sunset of the same day at the ZCC, which was located nearby preserved areas at the time. If bats were dead, had contact with pets or human beings, or were unhealthy (no flying, neurological signs, injuries), they were euthanized, and their brains were sent for rabies testing at the LACEN.
Official city records of bat complaints, local inspections and bat destinations were obtained from January 2010 to December 2015. Additionally, records of bats, dogs and cats sent for rabies testing were obtained from the ZCC from January 2007 to December 2015. Bats were individually identified based on two standard taxonomy references [23, 24]. All rabies tests were performed by the Central Reference Laboratory of the State of Paraná (LACEN-PR) following international guidelines for laboratory and diagnostic techniques and using the fluorescent antibody test (FAT) with a panel of monoclonal antibodies as well as intracerebral inoculation in 21-day-old mice [25, 26].
A database was constructed with a commercially available statistical package (Microsoft Excel 2007, Microsoft Company, Redmond, WA, USA) and included collection location, situation in which the animal was collected or captured, number of animals, animal genus and species, procedures at ZCC, date and rabies result. Descriptive statistics were conducted with frequencies and distributions, followed by calculation of seasonal indices and a linear regression model with significance of 5% with Minitab software (Minitab 17 Statistical Software (2010). [Computer software]. State College, PA: Minitab, Inc.) . A simple linear model was performed after tests were fitted to a normal distribution of data.
A geo-referencing approach was applied on the address data, using the “RDSTK” package  in the R software environment . A map was built in commercial software  and contained bat points (positives/negatives), urbanization information, and neighborhood boundaries with shape files obtained from the City Geography Services (Institute of Urban Planning and Research of Curitiba, IPPUC). Finally, a kernel density analysis was performed with the “stats” package in the R environment . These spatial treatments of data were performed to visualize the points (the map build) of bats collection and to test patterns of their distribution (kernel analysis). The kernel analysis is a density analysis that estimates the contribution of each point when compared to the distance to other points. The contribution extension is dependent on the bandwidth adopted (in this study, 50 m, considering the households as reference), and this analysis provides a density evaluation in which the hot areas represent the most important areas of the study when compared to the cold areas .
Overall, a total of 4769 samples were sent for rabies diagnosis, including dogs, cats, bats and other animal species, from 2007 to 2015 (Table 1). The highest number of brain samples were collected from dogs (2676; 56.1%), followed by cats (1136; 23.8%), bats (940; 19.7%) and other animals (17; 0.35%), which included three rabbits (Oryctolagus sp.), three bush dogs (Speothos venaticus), two ferrets (Galictis sp.), two horses (Equus ferus caballus), a non-human primate (Cebus sp.), a squirrel (Sciurus ingrami), an opossum (Didelphis albiventris), a deer (Cervus sp.), a raccoon (Procyon sp.), a marmoset (Callithrix sp.), and a gerbil (Meriones sp.). Out of the tested samples, only 9/4769 (0.18%) bats and 1/4769 (0.02%) cats were positive for the rabies virus.
The central phone system had registered 1003 bat removal requests from 2010 to 2015 (Table 2), resulting in a total of 806 captured or collected bats. Due to environmental preservation and no evident risk of rabies transmission, 419 healthy bats that did not have contact with other animal species or human beings were systematically released within city preserved areas. The remaining 387 bats were immediately submitted for euthanasia and rabies testing, resulting in 9/387 (2.32%) positive bats.
During the investigation, a total of 806 bats were captured or collected, and they were categorized in 13 genera from three families (Molossidae, Vespertilionidae and Phyllostomidae). The family Molossidae was the most frequent with 658/806 (81.5%) bats, followed by Vespertilionidae with 57/806 (7.1%) bats and Phyllostomidae with 45/806 (5.6%) bats; 46/806 (5.8%) bats were not identified (Table 3).
The case distribution map showed all the points where bats were captured or collected in Curitiba from 2010 to 2015, including the nine positive cases (Fig. 1). A seasonal decomposition was made for the same period to identify in which part of the year more captures or collections had occurred (Fig. 2). The kernel density for negative cases presented a homogeneous distribution, despite the aggregation observed in downtown Curitiba (Fig. 3a). The kernel density estimation for positive bats showed an aggregation of bat points in north Curitiba (Fig. 3a).
Although the Brazilian National Program for Rabies Control and Prevention has historically recommended a 0.2% sampling of total estimated city dog population, consisted by dead dogs sent every year for rabies testing , animal sampling has increased above dog population growth, particularly between 2012 and 2014 (Table 1). Moreover, majority of samples were dogs (mostly killed by car, elderly or euthanized in shelters), which all resulted negative for rabies. Despite Curitiba has been reportedly considered a free-rabies city since 1975 , such “healthy” dog sampling not based on suspicious nervous clinical signs or critical bat rabies areas may have lowered the surveillance sensitivity through these years.
On the other hand, one cat tested positive for rabies virus variant 4 in 2010, compatible with isolates from insectivorous bat Tadarida brasiliensis , which may suggest that a direct contact between a bat and a cat occurred . The predatory behavior of cats may include bat hunting, which can raise the risk of cat rabies infection, making cats a potential rabies source for other animal species and human beings . The last human case of rabies in the nearby São Paulo state was recorded in 2001, when a woman was likely infected by a bite from her cat with variant 3, commonly found in vampire bats (Desmodus rotundus) . In 2008, in Santander de Quilichao, Colombia, rabies transmission was recorded from a cat, leading to the death of two people; in both cases, the virus type was AgV3, which is mostly associated with hematophagous bats . Colombia recorded another human case of rabies in 2013, with the owner bitten by a cat described as a bat hunter; the rabies type was identified as variant 4, which is associated with insectivorous bats .
A recent study has shown the importance of rabies spillover from bats to other animal species and the likelihood of rabies transmission through the bat-cat-human chain, but it did not estimate the risk of bat-dog and bat-cat transmission . Recipient hosts have been exposed to virus source in a sufficient amount to establish an infection, showing susceptibility to the virus [38, 39]. The positive cat rabies case from Curitiba reported in 2010 , associated with the data presented herein, may emphasize the importance of the surveillance service and monitoring to suspect bats for rabies, providing substantial information to authorities to establish strategies and actions.
The identification of bat species can be important to understanding rabies transmission. The behavior of some species can expose them more or less to the virus . Tadarida brasiliensis, Molossus rufus, and Molossus molossus (species identified in this study) form maternal colonies, which may push males to competition and segregation and make females have more body contact [40, 41]. Spatially, the Molossidae family (insectivorous family in general) may be attracted to insects near urban artificial lights and may find artificial shelters in roofs, ceilings, attics, etc. [42, 43]. This is reflected in the study at hand, where the highest bat capture was at the central-northern region, the high human population density of the city, providing artificial shelters and food supply [6, 44].
Requests to remove the bats were higher than the number of animals collected since requests have occasionally involved bat colonies, which were not considered an imminent risk for rabies transmission by the Curitiba ZCC (Table 2). However, identification of bat colony genus and geo-referencing has been prioritized by the ZCC for rabies sanitary blocking, preventive informative and pet vaccination programs [20, 43].
The analysis of seasonal distribution has shown a close relationship between the warmer tropical months with the number of requests made by citizens for bat removal. Studies of Tadarida brasiliensis bats made in Argentina showed that weather conditions directly influence the bats’ behavior; on very hot days (temperatures > 27 °C), they were more active . Higher temperatures were recorded from December to March in the study area, which may have led to increasing food supply for non-hematophagous bats, mainly insectivorous bats.
Insectivorous bats were collected throughout the study area but more frequently in the central region, and the same was observed for fruit bats, probably due to the abundance of food and shelter for bats in the region. Food source may be a key factor influencing bat activity during periods of high temperatures, which may increase the activity of flying insects and consequently attract bats to areas of high concentration of insects due to food availability [6, 44]. Another important point regarding higher temperature periods has been people’s habit of leaving windows opened, which may facilitate bat entry overnight, bat sightings the next day and phone system complaints, accounting for most of the requests for bat removal by the surveillance service. The area with the highest concentration observed in Fig. 3 corresponds to the Matriz sanitary district, which houses the most populous region of the city. In this sector, the ZCC technical staff identified several artificial shelters, such as the ceiling, attic, expansion joints, air conditioning, shutters boxes, and chimneys, among others (internal information not published).
The kernel density estimation has shown that the city’s center-northern area may be characterized as a particular area for bats affected by rabies virus. Such a finding may note the importance of a monitoring service and local capturing of bats, since this service may prevent an accidental contact between an infected bat with a pet or human being. The geo-referencing may be an important tool used to identify the places where the bats were collected, providing a bat distribution overview throughout a region or city, which may be crossed with the geo-referencing of either rabies positive or negative pets, allowing health authorities to spatially combat the spread of the disease, particularly to other animal species and human beings.
This study showed that insectivorous bats (especially the Molossidae family) were important for rabies surveillance and transmission (positive bats and a cat spillover) during the period studied. There were zero positive dogs and only one positive cat, suggesting an increase in cat importance, and we recommend that public health authorities pay attention to mass vaccinations of cats in large urban centers. In addition, it is important that health services maintain and improve the monitoring of non-vampire bats in large urban centers, too.
Simmons NB. Order Chiroptera; pp. 312-529. In: Wilson DE, Reeder DM, editors. Mammals species of the world: a taxonomic and geographic reference. Baltimore: The John Hopkins University Press; 2005.
Wilson DE, Reeder DM. Mammal species of the world: a taxonomic and geographic reference. 3rd Ed. Baltimore, Maryland, The Johns Hopkins University Press; 2005.
Hutson A M, Mickleburgh SP, Racey PA. 2001. Microchiropteran bats: global status survey and conservation action plan. IUCN/SSC Chiroptera specialist group, IUCN, gland, x + 258 pp.
Bernard E, Aguiar LMS, Machado RB. Discovering the Brazilian bat fauna: a task for two centuries? Mammal Rev. 2010;41:23–39.
Nogueira MR, Lima IP, Moratelli R, Tavares VC, Gregorin R, Peracchi AL. Checklist of Brazilian bats, with comments on original records. Check List. 2014;10(4):808–21.
Dos Reis NR, Peracchi AL, Pedro WA, de Lima IP. [Bats of Brazil]. Londrina: Universidade Estadual de Londrina Press; 2007.
Johnson N, Aréchiga-Ceballos N, Aguilar-Setien A. Vampire bat rabies: ecology. Epidemiology and Control Viruses. 2014;6(5):1911–28.
Streicker DG, Lemey P, Velasco-Villa A, Rupprecht CE. Rates of viral evolution are linked to host geography in bat rabies. PLoSPathog. 2012;8(5):e1002720. https://doi.org/10.1371/journal.Ppat.1002720.
World Health Organization. WHO expert consultation on rabies. Second report. World Health Organ Tech Rep Ser. 2013;982(982):1–139.
Cordeiro RA, Duarte NFH, Rolim BN, Soares Júnior FA, Franco ICF, Ferrer LL, Almeida CP, Duarte BH, Araújo DB, Rocha MFG, Brilhante RSN, Favoretto SR, Sidrim JJC. The importance of wild canids in the epidemiology of rabies in Northeast Brazil: a retrospective study. Zoonoses Public Health. 2016;63:486–93. 10.1111 / zph.12253.
Sparkes JL, Fleming PJS, Ballard G, Scott-Orr H, Durr S, Ward MP. Canine rabies in Australia: a review of preparedness and research needs. Zoonoses Public Hlth. 2014;62:237–53.
Ellison JA, Gilbert AT, Recuenco S, Moran D, Alvarez DA, et al. Bat rabies in Guatemala. PLoSNegl Trop Dis. 2014;8(7):e3070. https://doi.org/10.1371/journal.pntd.0003070.
Da Rosa ES, Kotait I, Barbosa TF, Carrieri ML, Brandão PE, Pinheiro AS, et al. Bat-transmitted human rabies outbreaks, Brazilian Amazon. Emerg Infect Dis. 2006, 12(8): 1197 [PMC free article] [PubMed].
Mendes W. An outbreak of bat-transmitted human rabies in a village in the Brazilian Amazon. Rev Saude Publica. 2009;43:1075–7.
Kotait I, Carrieri ML, Carnieli Júnior P, Castilho JG, Oliveira RDN, Macedo CI, Achkar SM. Wildlife reservoirs of rabies virus: a new challenge to a public health. BEPA. Boletim Epidemiológico Paulista (Online). 2007;4(40):02–8.
Shi Z. Bat and virus. ProteinCell. 2010;1(2):109–14. https://doi.org/10.1007/s13238-010-0029-7.
Sodré MM, Gama ARD, Almeida MFD. Updated list of bat species positive for rabies in Brazil. Rev Inst Med Trop Sao Paulo. 2010;52(2):75–81.
Wada MY, Rocha SM, Maia-Elkhoury ANS. Rabies situation in Brazil, 2000 to 2009. Epidemiologia e Serviços de Saúde. 2011;20(4):509–18. https://doi.org/10.5123/S1679-49742011000400010
Frymus T, Addie D, Belák S, Boucraut-Baralon C, Egberink H, Gruffydd-Jones T, Hartmann K, Hosie MJ, Lloret A, Lutz H, Marsilio F, Pennisi MG, Radford AD, Thiry E, Truyen U, Horzinek MC. Feline rabies. ABCD guidelines on prevention and management. J Feline Med Surg. 2009;11:585–93. https://doi.org/10.1016/j.jfms.2009.05.007.
Morikawa VM, Ribeiro J, Biondo AW, Fellini A, Bier D, Molento MB. Cat infected by a variant of bat rabies virus in a 29-year disease-free urban area of southern Brazil. Rev Soc Bras Med Trop. 2012;45:255–6.
IBGE. The Brazilian Institute of Geography and Statistics. Statistical Yearbook. Brasília: Instituto Brasileiro de Geografia e Estatística. http://www.censo2010.ibge.gov.br/amostra/. Accessed 10 May 2018.
Curitiba. City Hall of Curitiba. Prefeitura Municipal de Curitiba http://www.curitiba.pr.gov.br/conteudo/meio-ambiente-de-curitiba/182. Accessed 10 May 2018.
Gardner AL. Mammals of South America. Vol. 1. Marsupials, xenarthrans, shrews, and bats. Chicago: University of Chicago Press; 2008.
Gregorin R, Taddei VA. Chave Artificial para a Identificação de Molossídeos Brasileiros (Mammalia, Chiroptera). MastoNeotrop. 2002;9:13–32.
Dean DJ, Abelseth MK, Atanasiu P. The fluorescent antibody test. Laboratory techniques in rabies. 1996;4:88–95.
Koprowski H. The mouse inoculation test. In: Meslin FX, Kaplan MM, Koprowski H, editors. Laboratory techniques in rabies. Geneva: World Health Organization; 1996. p. 80–7.
Morettin PA, Toloi CMC. Análise de séries temporais. 2a Ed. São Paulo: Edgard Blücher; 2006.
Ryan E, Andrew H. RDSTK: An R wrapper for the Data Science Toolkit API. R package version. 2013;1.1. https://cran.r-project.org/web/packages/RDSTK/index.html. Accessed 10 May 2018.
R Core Team. R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2015. https://www.R-project.org/. Accessed 10 May 2018.
ESRI. ArcGIS Desktop: Release 10. 2011; Redlands, CA: Environmental Systems Research Institute.
Anselin L. Exploratory spatial data analysis in a geocomputational environment. In: Longley, brooks, McDonnell, Geocomputation: a primer. London: Macmillan; 1998. p. 77–94.
Schneider, M. Estudo de avaliação sobre área de risco para a raiva no Brasil. Rio de Janeiro, 1990 (Doctoraldissertation, Dissertação de Mestrado-Escola Nacional de Saúde Pública-FIOCRUZ].[Links]).
Dacheux L, Larrous F, Mailles A, et al. European bat lyssavirus transmission among cats, Europe. Emerg Infect Dis. 2009;15(2):280–4. https://doi.org/10.3201/eid1502.080637.
Genaro G. Gato doméstico: futuro desafio para controle da raiva em áreas urbanas? Pesq Vet Bras. 2010;30(2):186–9. https://doi.org/10.1590/S0100-736X2010000200015.
Kotait I, Carrieri ML, Takaoka NY. Raiva: Aspectos gerais e clínica. In: Manual Técnico do Instituto Pasteur (no. 8). Instituto Pasteur; 2009.
Paez A, Polo L, Heredia D, Nuñez C, Rodriguez M, Agudelo C, Parra E, Paredes A, Moreno T, Rey G. Brote de rabia humana transmitida por gato enelmunicipio de Santander de Quilichao, Colombia, 2008. Revista de Salud Pública. 2009;11(6):931–43. https://doi.org/10.1590/S0124-00642009000600009
Bustos Claro MM, Ávila Álvarez AA, Carrascal B, José E, Aguiar Martínez LG, Meek Benigni E, et al. Encephalitis due to rabies secondary to the bite of a cat infected with a rabies virus of Silvester Origen. Infection. 2013;17(3):167–70.
Plowright RK, Eby P, Hudson PJ, Smith IL, Westcott D, Bryden WL, McCallum H. Ecological dynamics of emerging bat virus spillover. Proc R Soc B Biol Sci. 2014;282(1798):20142124. https://doi.org/10.1098/rspb.2014.2124.
Wood JLN, Leach M, Waldman L, MacGregor H, Fooks AR, Jones KE, et al. A framework for the study of zoonotic disease emergence and its drivers: spillover of bat pathogens as a case study. Philosophical Transactions of the Royal Society B: Biological Sciences. 2012;367(1604):2881–92. https://doi.org/10.1098/rstb.2012.0228.
Romano MC, Maidagan JI, Pire F, E. Behavior and demography in an urban colony of Tadarida brasiliensis (Chiroptera: Molossidae) in Rosario, Argentina. Rev Biol Trop. 1999;47(4):1121–7.
Esbérard C. Composição de colônia e reprodução de Molossusrufus (E. Geoffroy) (Chiroptera, Molossidae) em um refúgio no sudeste do Brasil. Revista Brasileira de Zoologia. 2002;19(4):1153–60. https://doi.org/10.1590/S0101-81752002000400021
Steece R, Altenbach JS. Prevalence of rabies specific antibodies in the Mexican free-tailed bat (Tadaridabrasiliensismexicana) at lava cave, New Mexico. J Wild l Dis. 1989;25:490–6.
De Lucca T, Rodrigues RCA, Castagna C, Presotto D, De Nadai V, Fagre A, Braga GB, Guilloux AGA, Alves AJS, Martins CM, Amaku M, Ferreira F, Dias RA. Assessing the rabies control and surveillance systems in Brazil:an experience of measures toward bats after the halt of massive vaccination ofdogs and cats in Campinas, Sao Paulo. Prev Vet Med. 2013;111(1–2):126–33.
Burles DW, Brigham RM, Ring RA, Reimchen TE. Influence of weather on two insectivorous bats in a temperature Pacific northwest rainforest. Can J Zool. 2009;87:132–8.
The authors are grateful to the Municipal Secretary of Health of Curitiba, ZCC, for providing the data archive, to the University of State of Sao Paulo (UNESP - Botucatu) and University of Sao Paulo (USP) for financial and technical support, and for all work by ZCC that directly or indirectly contributed for this study.
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Ribeiro, J., Staudacher, C., Martins, C.M. et al. Bat rabies surveillance and risk factors for rabies spillover in an urban area of Southern Brazil. BMC Vet Res 14, 173 (2018) doi:10.1186/s12917-018-1485-1
- Non-hematophagous bat
- AgV-3. Geo-referencing
- Seasonal decomposition