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The jaguar Pantheraonca is threatened throughout its range and categorized as Near Threatened on the IUCN Red List. To inform conservation of the jaguar population in Corcovado National Park, Costa Rica, population size was estimated using data from a 3-month camera trap study. Individuals were identified from their coat patterns. The resulting density estimate of 6.98 ± SD 2.36 individuals per 100 km2 was lower than expected. The sex ratio was 1.33 males per female, and the minimum home ranges of two males were 25.64 and 6.57 km2. Hunting pressure on jaguar and white-lipped peccaries Tayassupecari, the jaguar's main prey in the Park, may be responsible for the low jaguar density as space does not seem to be a limiting factor. The numbers of females may have been underestimated because of sampling bias and therefore the sex ratio obtained in this and similar studies must be interpreted cautiously. Better protection of the corridor that connects the Park with other protected areas is essential to guarantee long-term survival of the jaguar in Costa Rica.
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Critical condition of the jaguar Panthera onca population in Corcovado
National Park, Costa Rica
Roberto Salom-Pe
´rez, Eduardo Carrillo, Joel C. Sa
´enz and Jose
´M. Mora
Abstract The jaguar Panthera onca is threatened
throughout its range and categorized as Near Threat-
ened on the IUCN Red List. To inform conservation of
the jaguar population in Corcovado National Park,
Costa Rica, population size was estimated using data
from a 3-month camera trap study. Individuals were
identified from their coat patterns. The resulting density
estimate of 6.98 ¡SD 2.36 individuals per 100 km
2
was
lower than expected. The sex ratio was 1.33 males per
female, and the minimum home ranges of two males
were 25.64 and 6.57 km
2
. Hunting pressure on jaguar
and white-lipped peccaries Tayassu pecari, the jaguar’s
main prey in the Park, may be responsible for the low
jaguar density as space does not seem to be a limiting
factor. The numbers of females may have been under-
estimated because of sampling bias and therefore the sex
ratio obtained in this and similar studies must be
interpreted cautiously. Better protection of the corridor
that connects the Park with other protected areas is
essential to guarantee long-term survival of the jaguar in
Costa Rica.
Keywords Abundance, camera traps, Corcovado
National Park, Costa Rica, jaguar, Panthera onca.
Introduction
Jaguar Panthera onca, categorized as Near Threatened on
the IUCN Red List (IUCN, 2006), are found throughout
the Americas, ranging from northern Mexico to south-
ern Argentina (Seymour, 1989; Sanderson et al., 2002b).
There has, however, been a decrease in the number of
their prey and increased fragmentation of their natural
habitat, and so-called problem jaguars accused of
preying on livestock have been killed (Swank & Teer,
1989; Emmons, 1990; Sa
´enz & Carrillo, 2002; Sanderson
et al., 2002b). Only 4% of the most important areas
for jaguar are currently being protected effectively
(Sanderson et al., 2002b) and Costa Rica is one of the
countries where, because of habitat loss and hunting,
the jaguar is most threatened (Swank & Teer, 1989;
Sanderson et al., 2002a). Although forested areas large
enough to support 500 or more jaguars may no longer
exist in Central America (Emmons, 1990; Ceballos et al.,
2002; Maffei et al., 2004) connections between popula-
tions living in distinct areas could help to guarantee the
survival of the species in the long term (Shaffer, 1989;
Swank & Teer, 1991).
Camera traps have been used to estimate populations
of tiger Panthera tigris in India (Karanth & Nichols, 2000;
Carbone et al., 2001) and are also now being used
with jaguar and other felids in the Neotropics (Tro
´lle &
Ke
´ry, 2003; Sarmiento, 2004; Silver et al., 2004). The
present study is one of the first investigations in
Central America to use this methodology for jaguar.
Our objective was to estimate the population size and
examine the conservation status of jaguar in Corcovado
National Park.
Study site
The 425 km
2
Corcovado National Park on the Osa
Peninsula of the Pacific coast of Costa Rica borders the
Guaymı
´Indigenous Reserve and the Golfo Dulce Forest
Reserve. A portion of the latter forms a corridor that
connects the Park with Piedras Blancas National Park
and Golfito National Wildlife Refuge (Fig. 1). The
altitude of the Park is 0–745 m, annual maximum and
minimum temperatures for the nearest weather station
are 31.7 and 22.1uC, respectively, and mean precipitation
is 4,656.5 ¡SD 43.8 mm, one of the highest in Costa
Rica. The Park has a rich and diverse flora and fauna
and a relatively large number of endemic species
(Hartshorn, 1983; Soto, 1994; Naranjo, 1995). This and
other forests on the Osa Peninsula are the last of
the tropical rainforests on the Pacific side of Central
America (Hartshorn, 1983).
Roberto Salom-Pe
´rez (Corresponding author) P.O. Box 350-2300,
Curridabat, San Jose
´, Costa Rica. E-mail robersalom@yahoo.com
Eduardo Carrillo and Joel C. Sa
´enz Programa Regional en Manejo de Vida
Silvestre, Universidad Nacional, P.O. Box 1350-3000 Heredia, Costa Rica.
Jose
´M. Mora Escuela de Biologı´a, Universidad de Costa Rica, Costa Rica.
Received 27 September 2005. Revision requested 17 January 2006.
Accepted 7 June 2006.
Oryx Vol 41 No 1 January 2007
ß2007 FFI, Oryx,41(1), 51–56 doi:10.1017/S0030605307001615 Printed in the United Kingdom 51
Methods
A pilot project was carried out in Corcovado National
Park from August 2002 to January 2003 with five camera
trap stations, each with two cameras sensitive to heat
and motion (CamTrakker, Watkinsville, USA). The data
from this was not used to determine jaguar population
size but was used for other calculations (as explained
below). For the full study 12 trap stations, each also with
two cameras, were run from 19 January to 18 April 2003.
Because of robbery or failure of the cameras we were
only able to use the information from 11 stations. We
divided the trap stations into two blocks to be able to use
only the days in which all trap stations were active
continuously in each block. Block 1 consisted of traps
1–6 (data collected 21 January–22 February) and Block
2 of traps 7–11 (data collected 23 February–27 March).
Based on a previous radio telemetry study the
minimum home range for a female jaguar in the Park
is 12 km
2
(Carrillo, 2000) and therefore we placed at least
one trap station in every 12 km
2
circular area to ensure
that all individuals had a probability .0.0 of being
photographed. The two cameras at each trap were
focused at the same spot but not at each other, to avoid
flash interference, and were 0.5 m above the ground and
2–4 m from the centre of the trail. The cameras were
active 24 hours per day and the minimum interval
between photographic events was set to 25 minutes.
Trap stations were located in areas where signs of
felid or other mammal activity had been observed
(based on photos from the pilot project, faeces and
tracks). The cameras were checked c. every 15 days to
change film and ensure they were functioning correctly.
Every photograph obtained of a jaguar in a sampling
occasion is equivalent to one capture. Photos of the same
individual in successive sampling occasions were
considered recaptures. Individuals were identified by
their fur pattern, which is unique to each jaguar (Silver
et al., 2004).
The area covered by the study was calculated by
drawing a polygon, which we refer to as the perimeter
area, whose vertices were formed by the outermost trap
stations. A buffer area was added to the polygon in the
form of a band to determine the total area covered by
the study (Fig. 1). The width of this band was half of the
52
Fig. 1 Protected areas of the Osa Peninsula, Costa Rica, with perimeter and buffer areas (see text for details) and location of the camera-trap
stations (numbered) used to estimate the jaguar population within Corcovado National Park (in light grey).The inset shows the location of
the Osa Peninsula in Costa Rica.
R. Salom-Pe
´rez et al.
ß2007 FFI, Oryx,41(1), 51–56
mean maximum distance moved (MMDM) by indivi-
duals photographed more than once during the 3-month
study period (Wilson & Anderson, 1985; Karanth &
Nichols, 1998). To improve the calculation of MMDM
we also used the maximum distance moved by six
jaguars monitored in the Park with radio telemetry
during January–March of 1996–98 (E. Carrillo, unpubl.
data; Table 1).
To estimate the jaguar population and the average
probability of a capture per sampling occasion (P
ˆ)we
used the software CAPTURE (Otis et al., 1978; Rexstad &
Burnham, 1991; Karanth & Nichols, 1998). One of the
assumptions of CAPTURE is that the study population is
closed, i.e. individuals do not enter or leave the area. We
considered the study period of 3 months short enough to
be certain that this assumption held. Nevertheless,
CAPTURE also tests for closure. Every sampling occasion
was set to 3 days. Because of differences in mobility
between male and female and between adult and juvenile
jaguar it cannot be assumed that there is no variation in
the probability of capture of individuals. We therefore
used the heterogeneity estimator in CAPTURE. The
population estimate and the size of the study area were
used to calculate jaguar density.
To determine the sex ratio, activity patterns, and the
minimum home range of jaguar we used data from this
3-month study, the pilot project, and a parallel study of
sea turtle predation by jaguar carried out within the
limits of the study area (September 2002–June 2003;
Salom-Pe
´rez, 2005). Minimum home ranges were esti-
mated as the minimum convex polygon. To calculate the
perimeter and buffer areas we used the geographical
information system ArcView v. 3.2 (ESRI, Redlands,
California). Distances between trap stations were
obtained using a global positioning system.
Results
Average distance between consecutive trap stations was
2.75 ¡SD 0.67 km (range 1.10 – 3.64 km), i.e. there was
no area .10.41 km
2
without a camera (mean of one
camera per 7.82 km
2
; Fig. 1). In a total of 363 trap nights
four individual jaguars were photographed (Table 2).
The total number of captures (including recaptures)
used for the population estimate was seven, and P
ˆwas
0.11. The closure test of CAPTURE indicated that the
population was closed (z52.13, P 50.98) and the
population estimate was 6.0 ¡SE 1.96 individuals (95%
confidence interval 5–14). All four jaguars photographed
were recaptured during the 3-month study period
(Table 2). The MMDM used to calculate the buffer area
was 3.48 ¡SD 0.47 km. The total area (perimeter area of
29.46 km
2
+buffer area of 56.55 km
2
) studied was 86.02
53
Table 1 Maximum distance moved (MDM) by 10 jaguars in Corcovado National Park. These distances were used in the calculation of the
total area covered by the study (see text for further details).
Jaguar MDM (km) Gender Source
jm1 3.17 Male This study
jm2 5.21 Male This study
jm3 3.81 Male This study
jh1 0 Female This study
rjm1 3.1 Male Radio telemetry (E. Carrillo, unpubl. data)
rjm2 5.2 Male Radio telemetry (E. Carrillo, unpubl. data)
rjh1 2.8 Female Radio telemetry (E. Carrillo, unpubl. data)
rjh2 3.7 Female Radio telemetry (E Carrillo, unpubl. data)
rjh3 3.3 Female Radio telemetry (E. Carrillo, unpubl. data)
rjh4 4.5 Female Radio telemetry (E. Carrillo, unpubl. data)
Table 2 Camera-trap capture history of jaguars in Corcovado
National Park, 2002–2003.
Jaguar
1
Date Time Trap station
2
Jm1 8/9/2002 0.35 Pilot study 5
Jm1 3/10/2002 23.38 Pilot study 4
Jm1 23/2/2003 7.49 10
Jm1 25/3/2003 4.20 10
Jm1 6/4/2003 17.42 8
Jm2 13/9/2002 22.38 Pilot study 1
Jm2 26/1/2003 8.14 4
Jm2 4/2/2003 2.52 1
Jm2 14/2/2003 23.42 4
Jm2 18/4/2003 4.24 4
Jm2 18/4/2003 5.31 3
Jm3 14/3/2003 1.57 7
Jm3 9/4/2003 15.07 10
Jm4 22/8/2002 19.55 Pilot study 3
Jh1 8/3/2003 10.58 8
Jh1 18/4/2003 9.19 8
Jh2 14–16/10/2002 Turtle study 3
Jh2 10/11/2002 21.44 Turtle study 5
Jh3 2/9/2002 Turtle study 2
1
Only the records in italics were used for the population estimate
(see text for further details).
2
In this study (see numbered locations in Fig. 1) and in an earlier
pilot study and a study of jaguar predation of turtles (see text for
details)
Jaguar in Corcovado, Costa Rica
ß2007 FFI, Oryx,41(1), 51–56
¡SD 7.75 km
2
(Fig. 1), giving a jaguar density of 6.98 ¡
SD 2.36 individuals per 100 km
2
.
In the pilot project and the parallel study of jaguar
predation on turtles two additional female (jh2 and jh3)
and one juvenile male (jm4) jaguar were photographed
(Table 2). The total of seven jaguars therefore gave a
1.33 male/female sex ratio. Of the 17 photographs in
which the time could be clearly determined, 11 (64.7%)
were during the night (18.00–6.00) and the others
(35.3%) during the day (6.00–18.00; Table 2). Mean home
range could only be determined for the two jaguars,
both males (jm1 and jm2), that were photographed
at .two trap stations: 25.64 km
2
(jm1, 6 captures) and
6.57 km
2
(jm2, 6 captures).
Discussion
Although we only photographed four jaguars during
the 3 months of the study we know that there were at
least three more jaguars present (Table 2). In Bolivia
Wallace et al. (2003) and Maffei et al. (2004) also captured
different individuals while performing consecutive
studies in the same area within ,1 year. It is possible
that several jaguars share an area but at different
times. Presumably they detect other individuals by
the presence of faeces or other sign and move to other
parts of their home ranges (Rabinowitz & Nottingham,
1986). The occurrence of a localized resource (marine
turtles) that are relatively easy to predate could explain
this convergence of home ranges, at least for jaguars
captured near the beach.
The density of jaguar calculated in this study (6.98 ¡
SD 2.36 per 100 km
2
) is higher than that reported in a
number of other localities in South America and Mexico
(0.45–5.23 per 100 km
2
; Schaller & Crawshaw, 1980;
Quigley & Schaller, 1988; Aranda, 1991; Nu
´n
˜ez et al.,
2002; Wallace et al., 2003; Maffei et al., 2004; Silver et al.,
2004), but similar to that determined from a 3-year radio
telemetry study of jaguar in Calakmul, Mexico (Ceballos
et al., 2002), and similar to or less than that determined
from camera-trap studies (Silver et al., 2004) in Cerro
Cortado, Bolivia (5.11 ¡2.10 per 100 km
2
) and in two
sites in Belize (8.80 ¡2.25 per 100 km
2
and 7.48 ¡2.74
per 100 km
2
). The jaguar density in Corcovado National
Park was, however, lower than we expected. It was
previously thought that, because of the abundance of
prey and high habitat quality, the Park had the highest
density of jaguar in Costa Rica, and that the density was
greater than that found in Belize (E. Carrillo, pers. obs.).
As our study only encompassed 20% of the Park it is
possible that we underestimated density. However, the
similarity of the maximum distance moved by jaguars
monitored with radio telemetry (E. Carrillo, unpubl.
data) and in this camera-trap study suggest that the
movement patterns reported here, and hence our
estimate of density, are relatively accurate.
As an individual jaguar’s range is usually not
exclusive (e.g. male jaguar jm1 shared his home range
with male jm3 and female jh4) it is likely that Corcovado
National Park could accommodate a greater density
than that estimated (Schaller & Crawshaw, 1980;
Quigley & Schaller, 1988; Nu
´n
˜ez et al., 2002; Maffei
et al., 2004). As space does not appear to be a limiting
factor it is possible that food supply is limiting jaguar
density in the Park. This is supported by the fact that in
the past few years hunting has caused a considerable
decrease in the numbers of white-lipped peccaries
Tayassu pecari, the primary prey of the jaguar in the
Park (E. Carrillo, unpubl. data; Chinchilla, 1994; Carrillo,
2000). Jaguar activity depends mainly on the prey being
hunted (Carrillo, 2000) and as c. 65% of the jaguar
photographs were taken during the night this suggests
they were probably searching for alternative, nocturnal
prey such as marine turtles.
The limitations of our data do not allow us to
confidently extrapolate our density estimate to the
whole of Corcovado National Park. However, if jaguar
occur at a similar density throughout the Park the total
population would be c. 30 individuals, and even if the
Park could support the maximum density reported for
the species in Central America (8.80 ¡2.25 per 100 km
2
;
Silver et al., 2004) it would contain no more than 50
jaguars. If this population is reproductively isolated its
survival is threatened as it probably does not contain
sufficient individuals for a minimum viable population
(Eizirik et al., 2002). However, jaguars killed in areas
surrounding the Park and individuals photographed in
the corridor that connects the Park with Piedras Blancas
National Park and Golfito National Wildlife Refuge
(E. Carrillo, unpubl. data), are evidence that there is
probably movement of jaguars between the Park and
other protected areas. This indicates the importance of
upgrading the management level of Golfo Dulce Forest
Reserve, or at least a part of it, because a National Park
in Costa Rica provides better protection to large and
medium size mammals than that given by a Forest
Reserve (Carrillo et al., 2000).
As in other camera-trap studies of jaguar a greater
number of males were captured than females (Wallace
et al., 2003; Silver et al., 2004). The number of females
could, however, have been underestimated because
females have smaller territories and move less than the
males, and therefore have fewer opportunities to be
captured. In addition, females are known to be more
timid than males and are more likely to avoid walking
on man-made trails; six of the 12 trap stations were
located on man-made trails. Two females were photo-
graphed on the beach preying on turtles (jh2 and jh3, on
54 R. Salom-Pe
´rez et al.
ß2007 FFI, Oryx,41(1), 51–56
two and one occasions, respectively) and one was
photographed on a game trail (jh1, on two occasions),
but none of these individuals were photographed on
man-made trails.
The use of camera traps allows the calculation of more
accurate population estimates of felids and other
animals than earlier methods based on indirect signs
(Mondolfi & Hoogesteijn, 1991; Smallwood & Fitzhugh,
1993; Cutler & Swann, 1999; Grigione et al., 1999; Silveira
et al., 2003; Tro
´lle & Ke
´ry, 2003). Radio telemetry has
also been used to obtain data on home range size and
densities but, in addition to being expensive, has
problems related to topography, forest cover, data
collection and animal health (because of capture and
sedation; Rabinowitz & Nottingham, 1986; Mondolfi
& Hoogesteijn, 1991; Carrillo et al., 2000). However,
cameras are expensive (USD 90–400 per camera, plus the
price of the film and developing), must be checked
frequently, may be stolen, and may malfunction,
especially in extremely humid conditions (R. Salom-
Pe
´rez, pers. obs.; Maffei et al., 2004; Silver et al., 2004).
Our results emphasize the need to safeguard corridors
that connect protected areas in Costa Rica. Such
protection could include the possibility of modifying
the management categories of such prioritized areas. In
addition, more rigorous control of hunting and an
increase in environmental education in the communi-
ties neighbouring the protected areas are required.
Currently, RS-P, EC and others from various state
universities and the National Institute of Biodiversity
are carrying out investigations to facilitate delineation of
the corridor between Corcovado and Piedras National
Parks. Other governmental and non-governmental
organizations are resolving matters regarding land
possession, providing environmental education, and
supporting sustainable development programmes for
the area.
Acknowledgments
We thank Scott Silver for his guidance and valuable
comments. In addition we thank Daniela Araya, Juan de
Dios Valdez, Alexander Go
´mez, Alfonso Chamorro,
Carolina Orta, Nereyda Estrada, Marcela Ferna
´ndez,
Rebeca Chaverri, Martin Zeilbauer, Coral Pacheco,
Eduardo Toral, Franklin Castan
˜eda, Charles Foerester,
Rausel Sarmiento and the 14th promotion of PRMVS-
UNA for their invaluable help and companionship in
the field, the staff at Corcovado National Park for their
support and for sharing their facilities, Jose Pablo
Carvajal for his assistance with the maps, and Meg
Harper for translating this document. We thank the
Wildlife Conservation Society, Corcovado National
Park, the University of Costa Rica and the National
University of Costa Rica for their support, and Gerardo
Uman
˜a, Marcella Kelly and an anonymous reviewer for
their comments.
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56
Biographical sketches
This study was a part of Roberto Salom-Pe
´rez’s MSc thesis at
the University of Costa Rica, which included a population
estimate for ocelots and investigation of the predator/prey
relationship between jaguars and marine turtles. This
research was also part of the Jaguar Conservation Program
(JCP) of the Wildlife Conservation Society, which began in
1999 with the objective of reversing jaguar decline through-
out its range. Eduardo Carrillo is a professor at the Wildlife
and Management Institute (IMVS) of the National University
in Costa Rica and the coordinator for the JCP of Mesoamerica.
As part of the JCP Roberto Salom-Pe
´rez and Eduardo Carrillo
are now carrying out a camera-trap based investigation to
help delineate the corridor in Golfo Dulce Forest Reserve,
using spider monkey Ateles geoffroyi and large felids as key
species. Jose
´M. Mora is a professor at the University of Costa
Rica and has carried out research focused on mammals and
reptiles. Joel C. Sa
´enz is the director of IMVS and carries out
research on habitat fragmentation.
R. Salom-Pe
´rez et al.
ß2007 FFI, Oryx,41(1), 51–56
... Los datos además indican que la abundancia de chanchos de monte es muy variable en el tiempo, pero están aumentando ahora (Olson et al. 2016(Olson et al. , 2020a(Olson et al. , 2020b(Olson et al. , 2021, and this report; RAI=Events/1000TN) for jaguar (black line). Dashed lines represent historical RAI's reported by Salom-Perez et al. (2007;orange) for Corcovado in 2003, Carazo (2009 for Corcovado in 2008, andBone-Guzmán (2022;yellow) for the Golfo Dulce Forest Reserve in 2019-mid-2020. Note that camera trap station locations have changed somewhat over time due to camera placement, camera malfunction, or theft Figura 5. Abundancia (RAI) de datos de cámaras trampa (Olson et al. 2016(Olson et al. , 2020a(Olson et al. , 2020b(Olson et al. , 2021, y este informe; RAI=eventos/100TN) para jaguar (linea negra). ...
... Note that camera trap station locations have changed somewhat over time due to camera placement, camera malfunction, or theft Figura 5. Abundancia (RAI) de datos de cámaras trampa (Olson et al. 2016(Olson et al. , 2020a(Olson et al. , 2020b(Olson et al. , 2021, y este informe; RAI=eventos/100TN) para jaguar (linea negra). Las lineas discontinues representan RAI historicos informados por Salom-Perez et al. (2007;naranja) para Corcovado en 2003, Carazo (2009gris) para Corcovado en 2008, y Bone-Guzmán (2022; Amarillo) para la Reserva Forestal Golfo Dulce en 2019-mediados de 2020. Tenga en cuenta que las ubicaciones de las estaciones de cámaras trampa hand cambiado un poco con el tiempo debido a la ubicación de la cámara, el mal functionamiento de la cámara o el robo. ...
... (Olson et al. 2016(Olson et al. , 2020a(Olson et al. , 2020b(Olson et al. , 2021, y este informe; RAI=eventos/100TN) para chancho de monte (linea negra). Las lineas discontinues representan RAI historicos informados por Salom-Perez et al. (2007;naranja) para Corcovado en 2003, Carazo (2009gris) para Corcovado en 2008, y Bone-Guzmán (2022; Amarillo) para la Reserva Forestal Golfo Dulce en 2019-mediados de 2020. La abundancia parece haber disminuido en 2016 y 2017 y posteriormente se recupero. ...
... ind/100 km 2 ) (Salom-Pérez et al. 2007). Esta similitud de densidad en áreas en buen estado de conservación, puede deberse a la disponibilidad de presas en la zona, que se abordará más adelante en este apartado. ...
... En este trabajo se registraron 14 individuos de jaguar, con un total de 32 capturas y recapturas, son números relativamente altos si los comparamos con otros sitios como en Montes Azules, Chiapas en la transición de lluvias-secas con 7 jaguares identificados, con un total de 13 capturas y recapturas (de la Torre, 2009) o en Corcovado, Costa Rica con 4 jaguares identificados y 7 capturas y recapturas (Salom-Pérez et al., 2007), en Ravelo, Bolivia con 5 jaguares identificados y 23 capturas y recapturas Tabla 9. Densidades estimadas para el diseño de muestreo y la submuestra por medio de los modelos convencionales y los espacialmente explícitos ...
... Por otro lado, se ha reportado que las hembras tienen una respuesta biológica de comportamiento mayor a las cámaras trampa que los machos y más aún si se encuentran criando a sus cachorros, de igual forma, son menos propensas a utilizar caminos y veredas hechas por el hombre (Salom-Pérez et al., 2007;Sollmann et al., 2011;Srbek-Araujo, 2017) en donde comúnmente se instalan las cámaras trampa. ...
Thesis
Full-text available
The populations of jaguars (Panthera onca) in Mexico have been reduced considerably in recent decades, mainly due to the loss and fragmentation of their habitat, and by the effects of hunting on both, the jaguar and its prey. Estimate of the abundance of wild cats is very important for their conservation. Despite this, little is known about jaguar populations in some areas of Mexico such as Nayarit. Sierra de Vallejo, (on the coast of Nayarit) is a region which could host a large population of jaguars, however, this is essential to have appropriate methodologies to evaluate their populations. For jaguars, the usual technique consist in sampling at least 80 km2 and a minimum of 20 photo-trapping stations. It is suggested that a larger sampling area yields to more robust results, likewise, capture-recapture analysis has been employed using the CAPTURE program and determined the effective post-hoc sampling area. Currently, spatially explicit models (SECR) are considered a better option to determine population density. The general objective of this study was to calculate the population size of the jaguar in Sierra de Vallejo and Sierra de Zapotán, Nayarit. The specific objectives inlude calculate the population abundance and jaguar density, determine the sex ratio within the jaguar population, and identify the degree of conservation of the rain forest with the largest jaguar records and evaluate the effect of the size of the sampling area and number of stations in the density results analyzed with the conventional and the spatially explicit models. The population size of the jaguar in conserved areas within the Sierra de Vallejo-Sierra de Zapotán polygon was calculated of 34 jaguars. For the first sampling design (42 stations and 150 km2) get the results of 14 individuals (seven males and seven females) with a density of 6.0 ind/100 km2 1/2MMDM and 3.1 ind/100 km2 MMDM obtained with program CAPTURE and 6.1 ind / 100 km2 with program DENSITY 5.0. When a smaller area of sampling was used (29 stations and 80 km2), 10 jaguars (five males and five females) were identified and with density of 4.6 ind/100 km2 1/2MMDM and 2.2 ind/100 km2 MMDM was obtained with CAPTURE and 4.7 ind / 100 km2 with DENSITY. The habitat type identified with the largest jaguar records for the first sampling design was the "Conserved" cover, finding 10 independent jaguars and within the "Not conserved" seven jaguars were recorded, repeating three individuals in both covers. No significant differences were found in the use of habitat. Our results clearly show that Sierra de Vallejo is one of the areas in Mexico that concentrates a significant population of jaguars. Similarly, this shows that according to the size and intensity of the sampling, the density results can vary significantly and can be translated into erroneous decision making. The protection of this area is fundamental for the conservation of this species in Mexico.
... Field research in CNP (e.g Carrillo et al., 2002Carrillo et al., , 2009Salom-Pérez et al., 2007) included hiking on and off trails in the Sirena area, and it was during such travels that the observation reported here was made. During 2003 and 2008, we set up camera trap stations to estimate the relative abundance of jaguars (Carazo, 2009;Salom-Pérez et al., 2007;Sarmiento, 2004 To quantify activity patterns from recorded photographs, we used Ridout and Linkie's (2009) approach with the package Activity 1.3 (Rowcliffe, 2019), using a Walt test to contrast temporal distribution aggregation differences for circular data, smoothed with 10,000 bootstrap resamples to calculate confidence intervals (Rovero & Zimmermann, 2016). ...
... Field research in CNP (e.g Carrillo et al., 2002Carrillo et al., , 2009Salom-Pérez et al., 2007) included hiking on and off trails in the Sirena area, and it was during such travels that the observation reported here was made. During 2003 and 2008, we set up camera trap stations to estimate the relative abundance of jaguars (Carazo, 2009;Salom-Pérez et al., 2007;Sarmiento, 2004 To quantify activity patterns from recorded photographs, we used Ridout and Linkie's (2009) approach with the package Activity 1.3 (Rowcliffe, 2019), using a Walt test to contrast temporal distribution aggregation differences for circular data, smoothed with 10,000 bootstrap resamples to calculate confidence intervals (Rovero & Zimmermann, 2016). Species comparisons of peccary visits to camera traps were assessed with simple t-tests and chi-square tests. ...
Article
We observed white-lipped peccaries (Tayassu pecari) killing infant collared peccaries (Pecari tajacu) on the Osa Peninsula of Costa Rica. Camera trap data indicated high overlap of peccary activity periods, but spatio-temporal avoidance of white-lipped peccaries by collared peccaries. Heterospecific infanticide is unknown among ungulates, but could be an important factor in reinforcing niche partitioning.
... Ecological studies using camera traps mostly described 5 uses of the method, including sex interactions, competition, prey-predator relationships, abundance, and temporal interactions (O'Connell et al. 2011, Trolliet et al. 2014, Rovero and Zimmermann 2016. Our results indicated that females temporally and spatially used more off-trail locations compared to males, a behavior reported in other studies (Sunquist and Sunquist 2002, Silver et al. 2004, Salom et al. 2007, Astete et al. 2017). We did not identify spatial differences between jaguar and pumas, which are competitors, related to camera placement but did find temporal segregation where both species frequented the same places. ...
Article
The use of camera‐trap methods, though important, has pitfalls and inconsistencies such as factors and interactions that may influence species photo rates. Jaguar (Panthera onca) camera‐trap studies place cameras at sites where jaguar detections are likely greater (e.g., sites with previous evidence such tracks, feces, and other presence signs), but do not account for potential placement biases. Our study evaluated methodological implications of a paired camera‐trap design at trail and off‐trail locations, and climate seasonality, on photo rates of jaguars, their prey, and competitors. From June 2016 to June 2017, camera traps were deployed at 58 different sites in a hexagon grid array of 3 km2 each in the Sector Santa Rosa (SSR) of Área de Conservación Guancaste in Costa Rica. Half of the cameras were located at a trail location that jaguars were likely to use, and the other half at an off‐trail location closest to each hexagon centroid. We estimated a photographic relative abundance index (RAI; no. of independent photos/100 trap nights) and used Generalized Linear Models (GLMs) to assess statistical evidence of trail location and climate seasonality. With a total effort of 19,408 trap nights, we recorded 12,678 independent photo events of 64 species of amphibians, reptiles, birds, and mammals. For the 3 bird species and 14 mammal species we focused on, most species‐specific RAIs were greater at trail locations (n = 8 species, including jaguars and pumas [Puma concolor]), some were greater at off‐trail locations (n=2 species, including collared peccaries [Pecari tajacu]), and there was no discernable location effect for others (n = 7 species, including tapirs [Tapirus bairdii] and white‐tailed deer [Odocoileus virginianus]). For jaguars, sex ratio data showed a smaller proportion of males at off‐trail locations. Analysis of competitor and prey interaction data indicated temporal segregation at trail locations. Further jaguar camera‐trap studies should highlight camera placement as important source of bias that might influence results; hence, conservationists must be aware of this to avoid erroneous decisions.
... compra de cámaras trampa, baterías y tarjetas de memoria, viáticos, capacitación del personal) también son considerados como una limitante importante. Sin embargo, el costo debería compararse a los costos que representaría obtener la misma información con métodos diferentes, los cuales probablemente serían menos eficaces cuando se trabaja con felinos (Ancrenaz et al. 2012 A nivel nacional, y en el caso específico de los jaguares, las cámaras trampa han permitido recopilar información en una amplia gama de temas, incluyendo la estimación de la abundancia y la densidad (González-Maya 2007, Salom et al. 2007, Corrales y Cardenal 2008, Bustamante 2008, Corrales-Gutiérrez et al. 2011, Cruz 2012, los patrones de actividad del jaguar y las especies presa (Carrillo 2000, González-Maya 2007, Corrales-Gutiérrez et al. 2011, Cruz 2012) y el uso de hábitat (González-Maya 2007, Bustamante 2008, entre otros. Dicha información constituye un componente vital para el adecuado manejo y la conservación de la especie. ...
Thesis
Full-text available
El Parque Nacional Tortuguero forma parte de las Unidades de Conservación del Jaguar, y por consiguiente, es un área prioritaria para encauzar los esfuerzos de conservación de la especie. El objetivo de la presente investigación fue evaluar la situación actual del jaguar (Panthera onca) tanto en el Parque Nacional Tortuguero como en el área de amortiguamiento. Se colectaron datos de detección/no detección del jaguar y cuatro presas (Dasyprocta punctata, Agouti paca, Tayassu pecari, Mazama americana) para lo cual se emplearon cámaras trampa dentro del Parque, mientras que se realizaron encuestas a los actores claves de las comunidades ubicadas en el área de amortiguamiento. Posteriormente, se identificaron los atributos del hábitat que mejor explicaban la presencia del felino en el área de estudio, se evaluó el traslape espacial y temporal entre los diferentes individuos de jaguar y se analizó su situación en el área de amortiguamiento. Se identificaron 14 individuos de jaguar, los cuales seleccionaron el hábitat costero, a pesar de haber sido el tipo de cobertura menos disponible en el área de estudio. Asimismo, se observó que la probabilidad de ocupación del jaguar se incrementaba a medida que aumentaba la presencia de la tortuga verde (Chelonia mydas), y disminuía conforme la distancia a la franja de playa se incrementaba. Por otra parte, se encontró que los jaguares machos tendían a interactuar entre sí, mientras que las hembras tendían a evitarse, lo cual sugirió una mayor exclusividad del ámbito de hogar de las mismas. En relación al área de amortiguamiento, el 80% de los reportes de jaguar se concentraron en las comunidades de Lomas de Sierpe, Barra de Parismina y La Aurora, donde la probabilidad de ocupación del felino se incrementó con la presencia de la cobertura boscosa y especies presa. En el Parque Nacional Tortuguero, la alta disponibilidad de tortugas verdes (C. mydas) explicó la selección del jaguar por el hábitat costero, así como el particular comportamiento del felino, el cual es considerado como una especie solitaria, pero bajo condiciones específicas tiene la flexibilidad de adquirir un comportamiento social. En el área de amortiguamiento, el sector suroeste fue identificado como la zona más conflictiva, en relación a los ataques de jaguar sobre el ganado y los animales domésticos, la cual coincidió con las zonas de mayor cacería de las especies presa del jaguar. El presente estudio aportó información relevante en cuanto al estado de conservación del jaguar en el área de estudio, la cual es esencial en la planificación de estrategias de conservación y manejo de la especie a nivel local y regional.
... The adult sex ratio (males:females) increased over the study period (first year: 1:2, second year: 1:1.5, third year: 1:0.4). More studies have identified male-biased Soisalo & Cavalcanti, 2006;Salom-Pérez et al., 2007), than female-biased (Moreno et al., 2006;Tobler & Powell, 2013) sex ratios, which we observed only in the final year of our study. However, our observed shift towards more males in 2019 likely results from extending the surveyed area towards a better representation of the sampled population, rather than documenting an actual sex ratio shift over time. ...
Preprint
Large carnivores such as the jaguar (Panthera onca) are particularly susceptible to population decline and local extinction as a result of habitat loss. Here, we report on the long-term monitoring of a local jaguar population in a mixed land use area in the eastern lowlands of Bolivia from March 2017 to December 2019. We recorded 15 jaguar individuals and four reproduction events (five offspring from three females), suggesting that our study area harbors a resident breeding population. Seven iterations of spatially explicit capture-recapture models provided density estimates ranging from 1.32 to 3.57 jaguars per 100 km². Jaguar capture rates were highest in forested areas, with few to no jaguar captures occurring in pastures used for livestock. Massive deforestation after the survey period reduced the proportion of dense forest cover by 33%, shrinking the availability of suitable jaguar habitat and placing the resident jaguar population at risk. We use the jaguar as an indicator species to highlight the threat of habitat destruction in the Chiquitano region and to emphasize the importance of intact forest patches for jaguar conservation.
... Due to the elusiveness and rarity of jaguars, field studies of their ecology and behavior are difficult [9,16]. Often, camera traps are recommended to study elusive mammals like tigers (Panthera tigris) and jaguars [3,6,17,18]. ...
Article
Full-text available
Regular evaluation of jaguar (Panthera onca) population status is an important part of conservation decision-making. Currently, camera trapping has become the standard method used to estimate jaguar abundance and demographic parameters, though evidence has shown the potential for sex ratio biases and density overestimates. In this study, we used camera trap data combined with satellite telemetry data from one female jaguar to estimate jaguar population density in the dry forest of Santa Rosa National Park in the Guanacaste Conservation Area of northwestern Costa Rica. We analyzed camera trap data collected from June 2016 to June 2017 using spatial capture- recapture methods to estimate jaguar density. In total, 19 individual jaguars were detected (11 males; 8 females) with a resulting estimated population density of 2.6 females (95% [CI] 1.7–4.0) and 5.0 male (95% [CI] 3.4–7.4) per 100 km2. Based on telemetry and camera trap data, camera placement might bias individual detections by sex and thus overall density estimates. We recommend population assessments be made at several consecutive 3-month intervals, that larger areas be covered so as not to restrict surveys to one or two individual home ranges, as in our case, and to carry out long-term camera monitoring programs instead of short-term studies to better understand the local population, using auxiliary telemetry data to adjust field designs and density estimations to improve support for jaguar conservation strategies.
... The maximum density of ocelot estimated in this study was 3.06 ind./100 km 2 ; higher densities have been documented in other regions, such as in San Luis Potosí (tropical deciduous forest; Martínez-Hernández et al., 2014), Chiapas (tropical evergreen forest; Ávila-Nájera et al., 2015) and Quintana Roo (subdeciduous tropical forest; De la Torre et al., 2016) where it is estimated as 8-14, 20 and 14 ocelots/100 km 2 , respectively. Also, the density in the NJR is lower than that obtained by Haines et al. (2006) in Central America, 30/100 km 2 (tropical scrub); Moreno & Bustamante (2007), 67/100 km 2 (tropical evergreen forest); Dillon & Kelly (2007), 26/100 km 2 (high evergreen forest); Bustamante (2008), 18/100 km 2 (evergreen tropical forest); and by Salom-Pérez et al. (2007), 24 ocelots/100 km 2 (high evergreen forest). However, it is like those calculated in the pine forests of Belize (2.3-3.8 ind./100 km 2 ; Dillon & Kelly, 2007), in subdeciduous forests of Brazil (4 ind./100 km 2 ; Goulart et al., 2009) and in other ecosystems (subtropical scrub, tropical deciduous forest, pine-oak forest) in the state of Sonora (López-González et al., 2003). ...
... We created a study grid with a cell size of 36 km 2 , to create a balance between accuracy of environmental measures, minimum estimations of jaguar home-range size (Rabinowitz & Nottingham, 1986;Salom-P erez et al., 2007) and comparability with previous studies in the region (Zeller et al., 2011;Petracca et al., 2018). Hence, we processed the camera-trap data by aggregating the detections-non detections of all camera-traps within 36km 2 cells. ...
Article
Full-text available
Understanding species‐environment relationships at large spatial scales is required for the prioritization of conservation areas and the preservation of landscape connectivity for large carnivores. This endeavour is challenging for jaguars (Panthera onca), given their elusiveness, and the local nature of most jaguar studies, precluding extrapolation to larger areas. We developed an occupancy model using occurrence data of jaguars across five countries of Central America, collected from camera‐trap studies of 2–12 months' duration, deployed over an area of 14 112 km2 from 2005 to 2018. Our occupancy model showed that habitat use of jaguars increased with primary net productivity and distance to human settlements, and decreased with distance to rivers. Detection of the species was related to survey effort and research team identity. Within the jaguar extent of occurrence, 73% was deemed suitable for the species, with 47% of it lying within Jaguar Conservation Units (JCU) and 59% of JCU land being legally protected. Suitable areas were divided into four distinct clusters of continuous habitat shared across country borders. However, large areas of predicted low habitat suitability may constrict connectivity in the region. The reliability of these spatial predictions is indicated by the model validation using an independent dataset (AUC = 0.82; sensitivity = 0.766, specificity = 0.761), and concordance of our results with other studies conducted in the region. Across Central America, we found that human influence has the strongest impact on jaguar habitat use and JCUs are the main reservoirs of habitat. Therefore, conservation actions must focus on preventing habitat loss and mitigating human pressure, particularly within the clusters of continuous areas of high suitability, and on restoring habitat to foster connectivity. The long‐term persistence of jaguars in the region will depend on strong international cooperation that secures jaguar populations and their habitat across Central American borders. We developed an occupancy model using occurrence data of jaguars across five countries of Central America, collected from camera‐trap studies deployed over an area of 14 112 km2 from 2005 to 2018. Our occupancy model showed that human influence has the strongest impact on jaguar habitat use and JCUs are the main reservoirs of habitat. Therefore, conservation actions must focus on preventing habitat loss and mitigating human pressure, particularly within the clusters of continuous areas of high suitability, and on restoring habitat to foster connectivity.
Article
Full-text available
Jaguars (Panthera onca) are a landscape species of conservation importance and our understanding of environmental and anthropogenic drivers of jaguar occurrence is necessary to improve conservation strategies. We reviewed available literature to simply describe environmental and anthropogenic variables used and found to be significant in occurrence modeling. We reviewed 95 documents published from 1980 to 2021 that focused on jaguar occurrence and that used 39 variable types (21 anthropogen-ic, 18 environmental) among different techniques, scales, and approaches. In general, these variables included both anthropogenic (roads, land use, human activities, and population) and environmental (climate, vegetation, ecological interactions, topographic, water, and others) factors. Twelve variables were identified as affecting jaguar occurrence overall, eleven at local scale and seven at broad scales (regional and continental). Focusing more specifically on the variables that correlate with occurrence should help researchers to make better predictions in areas without quantitative jaguar data.
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Full-text available
The diets of the jaguar (Panthera onca), the puma (Felis concolor) and the ocelot (Felis pardalis) were studied in a tropical rainforest in Corcovado National Park, South Pacific belt of Costa Rica, from August 1993 to June 1994. A total of 50 Km of trails were examined monthly for fecal material. Analysis of relative frequency of ocurrence and relative estimation biomass in the fecal samples showed that mammals were the main preys of the three felids, while reptiles and birds were less important. The preys of jaguar and puma have body weights above 2500g, and the preys of ocelot, whose main prey was the spiny rat, Proechimys semispinosus, less than 2500g. There were no important changes in food habits during the study, although trophic diversity of jaguar and ocelot increase during the dry seasons.
Article
Full-text available
We evaluated naive density estimates and density estimates corrected for “edge effect” using mean maximum distance moved (MMDM) for small mammal populations by Monte Carlo methods. Two densities, 25 and 100/ha, were generated in random or slightly clumped spatial patterns within a 4-ha area and populations had average capture probabilities of either 0.16 or 0.24 allowing variation in time, behavior, and heterogeneity. Animals were assumed to have a bivariate normal utilization distribution of either 0.25, 0.5, or 0.75 ha. An 18 by 18 trapping grid with 7 m trap spacing was simulated with trapping over 6 or 8 occasions. Evaluation of 1,393 repetitions divided among 8 different cases revealed a large positive bias (69-89%) for the naive density estimates, and density estimates by using the MMDM had less than 22% bias. A robustness to home range size was demonstrated by the MMDM. Difficulties with both methods are indicated.
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Jaguar on two small ranches in southwestern Brazil had a density of about one animal per 25 sq km. Females ranged over at least 25-38 sq km and males over twice that much terrain. The ranges of females overlapped, and the range of a resident male included the ranges of several females. Jaguar and puma ranges also overlapped, but each species favored parts not much used by the other. Day-and-night radio tracking revealed precise travel and activity patterns of two female jaguar. The social system of jaguar is in most respects similar to that of other large solitary cats such as puma, leopard, and tiger.
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