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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
Precipitation explains Wood Thrush (Hylocichla mustelina)
occupancy patterns in Northern Costa Rica
Natalie V. Sánchez1, 2*; https://orcid.org/0000-0002-2105-1777
Katherine Bonilla Badilla3; https://orcid.org/0000-0002-1717-6526
Cesar Augusto Estevo4; https://orcid.org/0000-0002-6898-3678
1. Department of Integrative Biology, University of Windsor, Ontario, Canada.
2. Guanacaste Dry Forest Conservation Fund, Costa Rica; natingui@gmail.com, nvsanchez@uwindsor.ca
(Correspondence*)
3. Escuela de Biología, Universidad de Costa Rica, San Pedro, Montes de Oca, San José, Costa Rica; kia.2604@gmail.com
4. Department of Biological Sciences, University of Alberta, Alberta, Canada; estevo@ualberta.ca
Received 27-V-2023. Corrected 16-XI-2023. Accepted 16-II-2024.
ABSTRACT
Introduction: The Wood Thrush is a migratory bird that has experienced dramatic declines in its populations in
recent decades. This species overwinters in forest fragments with intermediate levels of habitat modification in
Central America. However, more studies detailing the use of remnant forests through time are needed to eluci-
date the threats this species faces in the wintering grounds.
Objective: To understand the effects of environmental and forest structure variables on the occupancy of Wood
Thrush in Northern Costa Rica.
Methods: The study area was the Área de Conservación Guanacaste (ACG), located in Northern Costa Rica,
in December 2016, and during the 2018-2019 migration season. We estimated Wood Thrush occupancy and
detection probability in four locations of ACG (dry forest, cloud forest, and two locations in the wet forest) using
single-season occupancy models. We also estimated Wood Thrush occupancy and probability of persistence in
different months in three vegetation types (open area, secondary forest, and old-growth forest) in the wet forest
of ACG using a multi-season occupancy model approach.
Results: Wood Thrush occupancy was best described by precipitation in the four locations of the ACG; the
probability of occupancy increased with precipitation. The average occupancy of Wood Thrushes varied with
vegetation type: open area with shrubs and forest edge (0.69 ± 0.09), secondary forest (0.46 ± 0.1), and old-growth
forest (0.61 ± 0.1). Wood Thrush probability of persistence responded partially to changes in precipitation, with
an unexpected increase in persistence when the rainfall continued decreasing in the season.
Conclusion: Wood Thrush occupancy was best predicted by changes in precipitation considering a larger spatial
scale. Its probability of persistence partially varied with precipitation. An increase in persistence closer to Spring
migration might be explained by the start of the breeding season of resident birds, potentially reducing territorial
conflicts and conserving energy before migration. The long-term protection of wet forests in Northern Costa
Rica is of paramount importance for the conservation of Wood Thrushes in their wintering grounds.
Key words: Multi-season occupancy models; wintering grounds; neotropical migratory birds; occupancy; play-
back; point counts; Costa Rica.
https://doi.org/10.15517/rev.biol.trop..v72i1.55265
CONSERVATION
2Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
INTRODUCTION
Nearctic-Neotropical migratory birds
are species that breed in North America and
migrate to Southern locations to spend the
winter in tropical latitudes in Central and
South America. They depend on the wintering
grounds and migration stopover sites in tropi-
cal regions to fuel, spend long periods in differ-
ent habitats, and then return to their breeding
grounds (Amaya-Espinel & Hostetler, 2019;
Gómez et al., 2017). The quality of the win-
tering grounds has a significant influence on
the body condition, survival, and reproductive
success of migrants (Marra et al., 1998; Marra
& Holmes, 2001; Ruiz-Sánchez et al., 2017).
Currently, land use change and deforestation of
these regions threaten or imperil the stability of
some migratory bird populations through time
(Billington et al., 1996; Rappole & McDonald,
1994; Taylor & Stutchbury, 2016).
Recent studies using large datasets have
reported the decline of populations of many
Neotropical migratory birds in North America
with insights from across their distribution
(Ballard et al., 2003; Robbins et al., 1989;
Rosenberg et al., 2019). These data come main-
ly from bird counts on their breeding grounds.
However, some population parameters such as
occupancy and conditions in terms of habi-
tat and resources available in the Neotropics
(non-breeding sites) are not fully understood.
Understanding the population status of these
mobile taxa requires the study of the occupancy
in their geographic range across the annual
cycle. At specific times of the annual cycle,
Central America concentrates high numbers
of Nearctic-Neotropical migratory birds (La
RESUMEN
Patrones de ocurrencia del Zorzal del Bosque (Hylocichla mustelina) explicados
por la precipitación en el Norte de Costa Rica
Introducción: El Zorzal del Bosque es un ave migratoria que ha experimentado caídas dramáticas en sus pobla-
ciones en las últimas décadas. Esta especie pasa el invierno en fragmentos de bosque con niveles intermedios
de modificación de hábitat en Centroamérica. Sin embargo, se necesitan más estudios que detallen el uso de los
bosques remanentes a lo largo del tiempo para dilucidar las amenazas que enfrenta esta especie en las zonas de
invernada.
Objetivo: Comprender los efectos de variables ambientales y de estructura del bosque en la ocurrencia del Zorzal
del Bosque en el Norte de Costa Rica.
Métodos: El área de estudio fue el Área de Conservación Guanacaste (ACG), ubicada en el Norte de Costa Rica,
en diciembre de 2016, y en la temporada migratoria 2018-2019. Estimamos la ocurrencia y la probabilidad de
detección del Zorzal del Bosque en cuatro ubicaciones de ACG (bosque seco, bosque nuboso y dos ubicaciones
en el bosque húmedo) utilizando modelos de ocurrencia de una sola temporada. También estimamos la ocurren-
cia del Zorzal del Bosque y la probabilidad de persistencia en diferentes meses en tres tipos de vegetación (área
abierta, bosque secundario y bosque primario) en el bosque húmedo de ACG utilizando un enfoque de modelo
de ocurrencia multi-estacional.
Resultados: La ocurrencia del Zorzal del Bosque estuvo mejor descrita por la precipitación en las cuatro locali-
dades del ACG; la probabilidad de ocurrencia aumentó con las precipitaciones. La ocurrencia media de zorzales
varió con el tipo de vegetación: área abierta con arbustos y borde de bosque (0.69 ± 0.09), bosque secundario
(0.46 ± 0.1) y bosque primario (0.61 ± 0.1). La probabilidad de persistencia del zorzal respondió parcialmente a
cambios en la precipitación, con un aumento inesperado en la persistencia cuando las precipitaciones continuaron
disminuyendo en la temporada.
Conclusión: La ocurrecia del Zorzal del Bosque varió con la precipitación considerando una escala espacial
mayor. Su probabilidad de persistencia varió parcialmente con la precipitación. Un aumento en la persistencia
más cerca de la migración de primavera podría explicarse por el inicio de la temporada de reproducción de las
aves residentes, lo que podría reducir los conflictos territoriales y conservar energía antes de la migración. La
protección a largo plazo de los bosques húmedos en el norte de Costa Rica es de suma importancia para la con-
servación de los Zorzales del Bosque en sus zonas de invernada.
Palabras clave: modelos de ocurrencia multi-estacional; territorios de invierno; aves migratorias neotropicales;
ocurrencia; reproducción de canto; puntos de conteo; Costa Rica.
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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
Sorte et al., 2017). Therefore, surveys of highly
threaten migratory species in different forest
types in tropical regions during the non-breed-
ing season are key to preserve habitats and to
implement conservation actions.
The Wood Thrush (Hylocichla mustelina)
is one of the Neotropical migratory birds expe-
riencing dramatic population declines in recent
decades (Rosenberg et al., 2019; Sauer et al.,
2013). In their wintering grounds in Central
America, the main processes that contribute
to its decline are habitat loss and deforestation
(Rosenberg et al., 2019). Nonetheless, there are
protected and private forests remnants, and
some agricultural practices (e.g., shaded cof-
fee plantations) that provide important role as
habitat for Neotropical migratory birds (Boza,
1993; Powell et al., 1992), especially in areas
with high concentrations of individuals of vul-
nerable species in Mexico, Honduras, Costa
Rica (La Sorte et al., 2017), and South America
(Bayly et al., 2016). Geolocator data for migrat-
ing Wood Thrushes indicate rapid long-dis-
tance movements and substantial time spent in
certain areas in Central America (Stutchbury et
al., 2009). A study in Belize found that the num-
ber of individuals was higher in less disturbed
forests in comparison with more open areas,
and the different habitats varied in precipitation
through time resulting in changes in resource
availability and Wood Thrushes body condition
(McKinnon et al., 2015). More studies detail-
ing the use of remnant forests (Roberts, 2011)
through time are needed to elucidate the threats
in the wintering grounds relative to those in the
breeding grounds (Stanley et al., 2015; Stutch-
bury et al., 2009).
The main goal of this study was to estimate
the occupancy of Wood Thrush in Northern
Costa Rica considering forest types and envi-
ronmental variables with point count data.
We asked the following questions: (a) What is
the variation in the occupancy and detection
probability of Wood Thrush in different forest
types? We recorded the detection history (pres-
ence/absence) of Wood Thrush in three differ-
ent forest types: dry forest in the Pacific slope,
wet forests in the Caribbean slope (two sites),
and in the cloud forest located in the Guana-
caste Mountain Range dividing the two slopes
(Janzen et al., 2016). These forests are land pro-
tected in the Área de Conservación Guanacaste
(ACG). At these locations, we explored how the
forest types and the average precipitation influ-
enced Wood Thrush occupancy. We incorpo-
rated precipitation as a predictor of occupancy,
since rain patterns are known to influence
food-resource availability for migratory birds
(Santillan et al., 2018). (b) What is the varia-
tion in occupancy of Wood Thrush in different
vegetation types of the Caribbean wet forest
and the probability of persistence through the
months in the migration season? Previous stud-
ies have reported that the Wood Thrush pre-
ferred habitat in the wintering grounds is the
rain forest (Stanley et al., 2015; Winker et al.,
1990); therefore, we decided to explore further
its habitat preference in the Caribbean forest of
ACG. We considered the influence of vegeta-
tion structure and precipitation in the wet forest
as predictors of occupancy during a migration
period (2018-2019). To answer this question,
we used multi-season occupancy models. We
predicted that the probability of a site being
occupied by Wood Thrush in time t and time
t+1 (survivorship of a site) would increase with
precipitation. As stated above, the habitat in the
wintering grounds may be limited for migra-
tory birds, and the conditions can change from
year to year; for Wood Thrush, not all the areas
are suitable when on the wintering grounds.
If true, we expected those good or acceptable
habitats would be occupied by Wood Thrush
early in the season and that individuals would
remain in these areas throughout the over-win-
tering period. If birds are not detected as time
passes in the over-wintering season, we assume
that they have died or moved. Although, it is
more likely that relative changes in occupancy
over a small spatial scale may suggest that birds
have moved from one area to another. Here,
we contributed to the understanding of Wood
Thrush occupancy in a key conservation region
of Costa Rica.
4Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
MATERIALS AND METHODS
Study species: Wood Thrush (Hylocichla
mustelina) over-winter in late-successional for-
ests and forest fragments with intermediate
levels of habitat modification in Central Amer-
ica; from late Fall (August) until early Spring
(March). In Costa Rica, they defend feeding
territories from conspecifics (Roberts, 2007).
They present high fidelity to their territories,
specifically in large fragments and continuous
forests (Roberts, 2007). As part of this territo-
rial behavior, they respond to recorded play-
backs, using both calls and songs (pers. obs.;
Yahner & Ross, 1995). Wood Thrush mostly
forages on the ground looking for litter arthro-
pods mixed with fruit from understory shrubs
and small trees (Roberts, 2007).
Study site: The study was carried out in
the Área de Conservación Guanacaste (ACG)
with an extension of 160 000 + ha, located in
Northern Costa Rica (Fig. 1A), during Decem-
ber 2016, and in the 2018-2019 migration
season. This region has three major vegetation
types: dry forest (Pacific slope Sector Santa
Rosa), cloud forest (Volcán Cacao in Guana-
caste Mountain Range; hereafter Cacao), and
wet forest (Pitilla Biological Station in the
Caribbean slope) (Janzen et al., 2016) (Fig. 1B).
The variation in forest types across the region
provides an opportunity to explore where these
birds spend in Northern Costa Rica most of the
time, which forest types have a higher occu-
pancy, and whether the precipitation has an
influence across the study areas.
Precipitation patters across the study areas
are variable. Sector Santa Rosa has two defined
seasons: the dry season from December to
April (high temperatures regularly exceeding
37 °C, low relative humidity and near absence
of precipitation) and the rainy season from May
Fig. 1. A. Study sites in the Área de Conservación Guanacaste (ACG): Santa Rosa, Volcán Cacao, Pitilla Biological Station,
and Leiva Biological Station, located in Northern Costa Rica. B. Pictures of the four study locations showing the different
forest types (dry forest, cloud forest, and wet forest). C. Pictures of three different vegetation structure sites in Pitilla
Biological Station (wet forest). A picture of the study species, Wood Thrush (Hylocichla mustelina), is included in the figure
(Photo: Adrian Delgado).
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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
to November; with a mean annual precipitation
of 1 700 mm and a mean annual temperature
of 25 °C (Kalacska et al., 2004; Woodworth et
al., 2018). The mean annual precipitation in
the wet forests in ACG varied from 1 060-4 782
mm (data from Pitilla Meteorological Station
2016-2019), usually receiving ~ 4 000 mm of
rain falls between May and February. The cloud
forest area in Volcan Cacao has a mean average
temperature of 18.5-21.7 °C (10 °C in Decem-
ber and January) and 3 000 mm of rain falls
between May and January (Lindblad, 2001).
Point counts: To record the presence and
absence of Wood Thrush, we performed point
counts in December 2016: nine point counts
in Santa Rosa (10.8379° N, 85.7051° W), eight
in Cacao (10.9337° N, 85.4482° W), ten in Pit-
illa (10.9892° N, 85.4258° W), and 13 in Leiva
(10.943220° N, 85.317962° W); 40-point counts
total. Each point count was separated by 200 m
along trails at each site. We performed the point
counts over three consecutive days at each site.
One observer performed active point
counts for three consecutive days (NVS) from
0530-0930 h. The observer played the call of
a Wood Thrush recorded in Costa Rica (by
Peter Boesman 2011) for 12 s at the beginning
of each point (Fig. 2) and waited for 10 min,
recording whether the response was a response
call or a visual detection of the bird, both audi-
tory and visual detection, or no detection.
Migratory birds such as Wood Thrushes and
Golden-winged Warblers responded to play-
backs (Kubel & Yahner, 2007; Yahner & Ross,
1995). The use of playbacks was expected to
increase the probability of detection of Wood
Thrushes and this technique was a consistent
way to define a point counts protocol for the
study species.
To understand the variation of Wood
Thrush occupancy during the non-breeding
season, we performed active point counts in the
Caribbean sector of ACG, at Pitilla Biological
Station, in November 2018, December 2018,
January 2019, and February 2019. The point
counts were performed by three local paratax-
onomists that were familiar with the Wood
Thrush calls and their responses to playbacks
(calls or approaches to the sound source). Each
person was assigned to an area with a dif-
ferent vegetation structure: open area (forest
edge along a trail with dense understory at the
edge), secondary forest, and old-growth forest
(Fig. 1C). The parataxonomists recorded the
presence and absence of Wood Thrush in nine
points for the secondary and the old-growth
forest, and in 12 points in the open area; follow-
ing the same protocol described above.
Statistical analysis: Wood Thrush occu-
pancy and detection probability for the four
sectors of ACG were estimated using single-
season occupancy models (MacKenzie et al.,
Fig. 2. A. Spectrographic view of the 12 s stimulus created to perform an active point count of a Wood Thrush call. B. Zoom
in view of the Wood Thrush call.
6Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
2003; MacKenzie et al., 2017). Occupancy (psi)
is defined as the probability that a randomly
selected site or a sampling unit in an area
of interest is occupied by a species; a site is
occupied even with the detection of a single
individual (MacKenzie et al., 2006). Julian Date
and the site (ACG sector) were also included
as covariates to account for the effect of sample
day and different forest types, respectively.
We used daily precipitation for the three con-
secutive days of counts and temperature as site
covariates. To select the best model describing
the Wood Thrush occupancy, we used Akaikes
Information Criterion adjusted for small sam-
ple size (AICc) (Burnham et al., 1995); we
ranked the models by the difference (AICc)
from the best-fitted model (AICmin).
We estimated Wood Thrush occupancy
in different months in each vegetation type in
the wet forest at Pitilla Biological Station using
a multi-season occupancy model approach
(MacKenzie et al., 2003; Webber et al., 2013).
This type of model uses data from multiple
sample periods, and the assumption of popula-
tion closure is not expected between periods.
We used daily precipitation collected a week
prior to the survey days as a site covariate to
explain Wood Thrush persistence. Site was
used as a proxy for the movement of individuals
in three vegetation types (open area, second-
ary forest, and old-growth forest). We defined
movement when a site was occupied in time t
and not occupied in time t+1. For the analysis,
we divided the four months into three periods
of time: period one (Nov-Dec 2018), period
two (Dec 2018-Jan 2019), and period three
(Jan-Feb 2019). The multi-season occupancy
model calculated the parameter extinction (ε)
used here as the probability of persistence (the
probability of a site being occupied in a time
t and the occupied in a time t+1) from one
period to the next period. Multi-season mod-
els based on maximum likelihoods estimated
occupancy (psi), colonization (γ), extinction
(ε), and detection probability (p) for each site.
We performed the occupancy models for single
and multi-season data using PRESENCE soft-
ware (Hines, 2006).
RESULTS
Wood Thrush occupancy was best
described by precipitation in the four sectors at
the ACG, Costa Rica. As precipitation increased,
the probability of Wood Thrush occupancy
increased (Fig. 3, Table 1). The forest type (site)
or Julian Date did not influence Wood Thrush
Fig. 3. Wood Thrush occupancy estimate explained by precipitation (mm) at the Área de Conservación Guanacaste (ACG),
Northern Costa Rica. Point count data were collected in four ACG sectors (Santa Rosa, Cacao, Pitilla, and Leiva). Dashed
lines indicate 95% CI intervals.
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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
occupancy or detection probability (Table 1).
The wet forest had the highest Wood Thrush
occupancy (Leiva and Pitilla sectors).
In the wet forest, we reported the occu-
pancy at each vegetation type and how the
probability of persistence varied according to
changes in precipitation across the seasons. The
occupancy of Wood Thrushes was higher in
the open area (0.69 ± 0.09 SE), followed by the
old-growth forest (0.61 ± 0.1 SE), and then the
secondary forest (0.46 ± 0.1 SE). Wood Thrush
probability of persistence in each site varied
with precipitation, from November to Decem-
ber there was an increase in precipitation,
then precipitation decreased from December to
January (Fig. 4). In those sampling periods, the
probability of persistence changed from high
persistence as the rainfall increased (Nov-Dec)
and changed to lower persistence (Dec-Jan) as
the rainfall decreased (Fig. 5). From January to
February the precipitation continued decreas-
ing (Fig. 4); however, the probability of persis-
tence of Wood Thrush in a site increased from
January to February (Fig. 5).
DISCUSSION
Single-season occupancy results: These
findings are congruent with studies for Wood
Thrush (McKinnon et al., 2015) and other
migrants elsewhere in the wintering grounds
(Cespedes & Bayly, 2019; McKellar et al., 2013),
showing a positive association between Wood
Thrush occupancy and precipitation. Precipita-
tion patterns are related with arthropod abun-
dance in tropical forests, and consequently
Fig. 4. Average precipitation (mm) collected for three days (gray dots) in a week previous to the point counts in Pitilla, Área
de Conservación Guanacaste, Northern Costa Rica.
Table 1
Single season Wood Thrush occupancy (psi) models
including detection probability (p). The covariates are
precipitation (prep), temperature (temp), site (Área de
Conservación Guanacaste sectors) and Julian Date (JDate).
Models were ranked from the lowest to the highest AICc
value.
Models nPars AICc delta AICc AICwt
psi(prep)p(.) 3 75.000 0.000 0.642
psi(temp)p(.) 3 77.910 2.820 0.157
psi(site)p(.) 5 78.620 3.530 0.110
psi(.)p(.) Null 2 80.230 5.140 1.049
psi(.)p(JDate) 3 80.780 5.690 0.037
psi(.)p(sites) 5 84.910 9.820 0.005
nPars = number of parameters.
8Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
with habitat quality for migrant birds (Brown &
Sherry, 2006; Sherry & Holmes, 1996). There-
fore, higher occupancy is expected to change as
the precipitation changes across the landscape.
This region, the Western region of the ACG
(wet forest), is particularly important since
precipitation patterns change from the dry to
the wet forest throughout the migration period.
Multi-season occupancy results: We
observed 60 % of the point counts occupied
during November-December by wood thrush-
es, and a decrease on the probability of per-
sistence for the period December-January, in
all the sampled sites. We predicted higher
persistence of wood thrushes with higher levels
of precipitation; therefore, it was expected to
observe less persistence as the levels of precipi-
tation decreased. However, for the last period
(Jan-Feb) we expected to continue observing
low Wood Thrush persistence, but we found
an increase in persistence that was not related
to precipitation. From January to February, as
precipitation continued to decrease, we expect-
ed even more movements in the last season;
however, it was the opposite according to the
precipitation pattern.
The rationale of expecting more wood
thrushes detections with increased precipitation
(higher probability of persistence in a site
from time t to time t+1) is associated with
the relationship of precipitation with resource
availability in terms of abundance of leaf-litter
invertebrates in tropical wet forests (Lieber-
man & Dock, 1982). Therefore, Wood Thrush
individuals would invest less time looking for
food. As precipitation decreases because of the
entrance of the dry season (Hilje et al., 2015)
and therefore a decrease in food availability, it
is expected that the birds invest more time for-
aging than in the previous period (Nov-Dec),
decreasing the probability of persistence on the
site. During the last season (Jan-Feb), Wood
Thrushes decreased the movements, or in other
words, the persistence probability was about
40 % on the sites, higher in comparison with
the previous survey period (Fig. 5). A possible
explanation for this pattern is the start of the
breeding season of many resident birds (Stutch-
bury & Morton, 2001). In this scenario, Wood
Thrushes might remain in the same areas, even
though precipitation decreases, and therefore
the abundance of leaf-litter arthropods decreas-
es, to avoid conflict with territorial species
such as wrens, ant-birds, and resident thrushes
that share similar foraging substrates (Sánchez
et al., 2014; Stratford & Stouffer, 2013). The
increase of detections on the same sites during
Fig. 5. Probability of persistence (survival of the sampling site) indicating Wood Thrush persistence in multiple months
(periods) at Pitilla Biological Station, Área de Conservación Guanacaste. November December 2018-January February 2019.
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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
the survey period are also congruent with the
establishment of Wood Thrush winter territo-
ries reported by Roberts (2007) and Roberts
(2011). Therefore, they might be less mobile
and avoiding conflicts with resident birds or
saving energy before the spring migration.
In conclusion, we modeled Wood Thrush
occupancy in Northern Costa Rica and the role
of precipitation in four different sites within
the Área de Conservación Guanacaste. Con-
sidering the three forest types (dry forest, cloud
forest, and wet forest), we detected more birds
in the wet forest of Northern Guanacaste, Costa
Rica. In the wet forest, the probability of a site
being occupied varied with precipitation which
is correlated with food availability. Currently,
the wet forests in Central America should be
considered priority for Wood Thrush conser-
vation. It is necessary; however, to evaluate the
quality of protected and non-protected areas
in terms of resources that these forests provide
and evaluate the actual condition of the indi-
vidual in the wintering grounds, as well as their
interactions with resident species.
Ethical statement: the authors declare that
they all agree with this publication and made
significant contributions; that there is no con-
flict of interest of any kind; and that we fol-
lowed all pertinent ethical and legal procedures
and requirements. All financial sources are fully
and clearly stated in the acknowledgments sec-
tion. A signed document has been filed in the
journal archives.
ACKNOWLEDGMENTS
We thank the personnel from Sector Santa
Rosa, Cacao, Leiva Biological Station, and Pit-
illa Biological Station at Área de Conservación
Guanacaste for logistical support, especially
Roger Blanco, Alejandro Masís, María Marta
Chavarría y Felipe Chavarría. Eric Palola and
Monique Gilbert provided logistic and financial
support through Guanacaste Dry Forest Con-
servation Fund. This research project is under
the Research Permits: ACG-PI-007-2016, ACG-
PI-008-2017, and ACG-PI-018-2018. Frank
Joyce provided thoughtful comments at early
stages of the manuscript. We also thank Frank
Joyce for his help in the planning of the study,
design, and visits to the studied areas looking
for Wood Thrushes. Two anonymous review-
ers provided helpful comments to improve
the manuscript. We sincerely thank four local
parataxonomits Calixto Moraga, Petrona Ríos,
Freddy Quesada, and Manuel Ríos, who collect-
ed all Wood Thrush occupancy data at Pitilla
Biological Station, their participation was fun-
damental for this project. We also thank Pablo
Elizondo for help with data collection design.
Finally, we thank Daniel and Winnie Janzen for
scientific advice. US Fish and Wildlife Service
and Guanacaste Dry Forest Conservation Fund
provided financial support.
REFERENCES
Amaya-Espinel, J. D., & Hostetler, M. E. (2019). The value
of small forest fragments and urban tree canopy
for Neotropical migrant birds during winter and
migration seasons in Latin American countries: A
systematic review. Landscape and Urban Planning,
190, 103592.
Ballard, G., Geupel, G. R., Nur, N., & Gardali, T. (2003).
Long-term declines and decadal patterns in popula-
tion trends of songbirds in western North America,
1979-1999. The Condor, 105(4), 737–755.
Bayly, N., Gómez, C., Hobson, K., & Rosenberg, K. (2016).
Prioritizing tropical habitats for long-distance migra-
tory songbirds: an assessment of habitat quality at a
stopover site in Colombia. Avian Conservation and
Ecology, 11(2), 5.
Billington, C., Harcourt, C. S., & Sayer, J. (1996). The
conservation atlas of tropical forests: the Americas.
Macmillan Library Reference USA.
Boza, M. A. (1993). Conservation in action: past, present,
and future of the national park system of Costa Rica.
Conservation Biology, 7(2), 239–247.
Brown, D. R., & Sherry, T. W. (2006). Food supply controls
the body condition of a migrant bird wintering in the
tropics. Oecologia, 149(1), 22–32.
Burnham, K. P., White, G. C., & Anderson, D. R. (1995).
Model selection strategy in the analysis of capture-
recapture data. Biometrics, 51, 888–898.
Cespedes, L. N., & Bayly, N. J. (2019). Over-winter ecology
and relative density of Canada Warbler Cardelli-
na canadensis in Colombia: The basis for defining
10 Revista de Biología Tropical, ISSN: 2215-2075 Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
conservation priorities for a sharply declining long-
distance migrant. Bird Conservation International,
29(2), 232–248.
Gómez, C., Bayly, N. J., Norris, D. R., Mackenzie, S. A.,
Rosenberg, K. V, Taylor, P. D., Hobson, K. A., &
Daniel-Cadena, C. (2017). Fuel loads acquired at a
stopover site influence the pace of intercontinental
migration in a boreal songbird. Scientific Reports,
7(1), 1–11.
Harcourt, C. S., & Sayer, J. (1996). The conservation atlas of
tropical forests: the Americas. Simon & Schuster.
Hilje, B., Calvo-Alvarado, J., Jiménez-Rodríguez, C., &
Sánchez-Azofeifa, A. (2015). Tree species composi-
tion, breeding systems, and pollination and dispersal
syndromes in three forest successional stages in a
tropical dry forest in Mesoamerica. Tropical Conser-
vation Science, 8(1), 76–94.
Hines, J. E. (2006). PRESENCE2: Software to estimate patch
occupancy and related parameters. USGS-PWRC.
https://www.mbr-pwrc.usgs.gov/software/presence.
shtml
Janzen, D. H., Hallwachs, W., & Kappelle, M. (2016). Biodi-
versity conservation history and future in Costa Rica:
The case of Área de Conservación Guanacaste (ACG).
In M. Kappelle (Ed.), Costa Rican Ecosystems (pp.
290–342). University of Chicago Press.
Kalacska, M., Sanchez-Azofeifa, G. A., Calvo-Alvarado, J.
C., Quesada, M., Rivard, B., & Janzen, D. H. (2004).
Species composition, similarity and diversity in three
successional stages of a seasonally dry tropical forest.
Forest Ecology and Management, 200(1-3), 227–247.
Kubel, J. E., & Yahner, R. H. (2007). Detection probability
of Golden-winged Warblers during point counts with
and without playback recordings. Journal of Field
Ornithology, 78(2), 195–205.
La Sorte, F. A., Fink, D., Blancher, P. J., Rodewald, A. D.,
Ruiz-Gutierrez, V., Rosenberg, K. V, Hochachka, W.
M., Verburg, P. H., & Kelling, S. (2017). Global change
and the distributional dynamics of migratory bird
populations wintering in Central America. Global
Change Biology, 23(12), 5284–5296.
Lieberman, S., & Dock, C. F. (1982). Analysis of the leaf
litter arthropod fauna of a lowland tropical evergreen
forest site (La Selva, Costa Rica). Revista de Biologia
Tropical, 30(1), 27–34.
Lindblad, I. (2001). Diversity of poroid and some corticoid
wood-inhabiting fungi along the rainfall gradient in
tropical forests, Costa Rica. Journal of Tropical Ecolo-
gy, 17(3), 353–369.
MacKenzie, D. I., Nichols, J. D., Hines, J. E., Knutson, M. G.,
& Franklin, A. B. (2003). Estimating site occupancy,
colonization, and local extinction when a species is
detected imperfectly. Ecology, 84(8), 2200–2207.
MacKenzie, D. I., Nichols, J. D., Royle, J. A., Pollock, K. H.,
Bailey, L. L., & Hines, J. E. (2006). Occupancy estima-
tion and modeling: inferring patterns and dynamics of
species occurrence (1st Ed.). Elsevier.
MacKenzie, D. I., Nichols, J. D., Royle, J. A., Pollock, K. H.,
Bailey, L. L., & Hines, J. E. (2017). Occupancy estima-
tion and modeling: inferring patterns and dynamics of
species occurrence (2nd Ed.). Elsevier.
Marra, P. P., Hobson, K. A., & Holmes, R. T. (1998). Lin-
king winter and summer events in a migratory bird
by using stable-carbon isotopes. Science, 282(5395),
1884–1886.
Marra, P. P., & Holmes, R. T. (2001). Consequences of
dominance-mediated habitat segregation in Ameri-
can Redstarts during the nonbreeding season. The
Auk, 118(1), 92–104.
McKellar, A. E., Marra, P. P., Hannon, S. J., Studds, C. E., &
Ratcliffe, L. M. (2013). Winter rainfall predicts phe-
nology in widely separated populations of a migrant
songbird. Oecologia, 172(2), 595–605.
McKinnon, E. A., Rotenberg, J. A., & Stutchbury, B. J. M.
(2015). Seasonal change in tropical habitat quality and
body condition for a declining migratory songbird.
Oecologia, 179(2), 363–375.
Powell, G. V. N., Rappole, J. H., & Sader, S. A. (1992).
Neotropical migrant landbird use of lowland Atlantic
habitats in Costa Rica: A test of remote sensing for
identification of habitat. In J. M. Hagen III, & D. W.
Johnston (Eds.), Ecology and conservation of Neotro-
pical migrant landbirds (pp. 287–298). Smithsonian
Institute Press.
Rappole, J. H., & McDonald, M. V. (1994). Cause and effect
in population declines of migratory birds. The Auk,
111(3), 652–660.
Robbins, C. S., Sauer, J. R., Greenberg, R. S., & Droege,
S. (1989). Population declines in North American
birds that migrate to the Neotropics. Proceedings of
the National Academy of Sciences, 86(19), 7658–7662.
Roberts, D. L. (2007). Effects of tropical forest fragmentation
on ecology and conservation of migrant and resident
birds in lowland Costa Rica (Doctoral dissertation).
University of Idaho, United States.
Roberts, D. L. (2011). Conservation value of forest frag-
ments for Wood Thrushes (Hylocichla mustelina)
in Costa Ricas Caribbean lowlands. Latin American
Journal of Conservation, 2(1).
Rosenberg, K. V., Dokter, A. M., Blancher, P. J., Sauer, J.
R., Smith, A. C., Smith, P. A., Stanton, J. C., Panjabi,
A., Helft, L., & Parr, M. (2019). Decline of the North
American avifauna. Science, 366(6461), 120–124.
Ruiz-Sánchez, A., Renton, K., & Rueda-Hernández, R.
(2017). Winter habitat disturbance influences density
11
Revista de Biología Tropical, ISSN: 2215-2075, Vol. 72: e55265, enero-diciembre 2024 (Publicado Feb. 29, 2024)
and territory size of a Neotropical migratory warbler.
Journal of Ornithology, 158(1), 63–73.
Sánchez, N. V, Vargas-Castro, L. E., Avalos, G., & Paniagua,
F. (2014). Effect of prey availability on the abundance
of White-breasted Wood-Wrens, insectivorous birds
of tropical lowland forests. Journal of Field Ornitholo-
gy, 85(4), 347–354.
Santillan, V., Quitián, M., Tinoco, B. A., Zárate, E., Schle-
uning, M., Böhning-Gaese, K., & Neuschulz, E. L.
(2018). Spatio-temporal variation in bird assemblages
is associated with fluctuations in temperature and
precipitation along a tropical elevational gradient.
PLoS One, 13(5), e0196179.
Sauer, J. R., Link, W. A., Fallon, J. E., Pardieck, K. L., &
Ziolkowski, D. J. (2013). The North American Bree-
ding Bird Survey 1966–2011: Summary analysis and
species accounts. North American Fauna, 79, 1–32.
https://doi.org/10.3996/nafa.79.0001
Sherry, T. W., & Holmes, R. T. (1996). Winter habitat quali-
ty, population limitation, and conservation of Neotro-
pical-Nearctic migrant birds. Ecology, 77(1), 36–48.
Stanley, C. Q., McKinnon, E. A., Fraser, K. C., Macpherson,
M. P., Casbourn, G., Friesen, L., Marra, P. P., Studds,
C., Ryder, T. B., & Diggs, N. E. (2015). Connectivity of
wood thrush breeding, wintering, and migration sites
based on range-wide tracking. Conservation Biology,
29(1), 164–174.
Stratford, J. A., & Stouffer, P. C. (2013). Microhabitat
associations of terrestrial insectivorous birds in
Amazonian rainforest and second-growth forests.
Journal of Field Ornithology, 84(1), 1–12.
Stutchbury, B. J., & Morton, E. S. (2001). Behavioral ecology
of tropical birds. Academic Press.
Stutchbury, B., Tarof, S., Done, T., Gow, E., Kramer, P.,
Tautin, J., Fox, J., & Afanasyev, V. (2009). Tracking
long-distance songbird migration by using geolo-
cators. Science, 323, 896. https://doi.org/10.1126/
science.1166664
Taylor, C. M., & Stutchbury, B. J. M. (2016). Effects of bre-
eding versus winter habitat loss and fragmentation
on the population dynamics of a migratory songbird.
Ecological Applications, 26(2), 424–437.
Winker, K., Rappole, J. H., & Ramos, M. A. (1990). Popu-
lation dynamics of the Wood Thrush in southern
Veracruz, Mexico. The Condor, 92(2), 444–460.
Webber, A. F., Heath, J. A., & Fischer, R. A. (2013). Human
disturbance and stage-specific habitat requirements
influence snowy plover site occupancy during the bre-
eding season. Ecology and Evolution, 3(4), 853–863.
Woodworth, B. K., Norris, D. R., Graham, B. A., Kahn, Z.
A., & Mennill, D. J. (2018). Hot temperatures during
the dry season reduce survival of a resident tropical
bird. Proceedings of the Royal Society B: Biological
Sciences, 285(1878), 20180176.
Yahner, R. H., & Ross, B. D. (1995). Seasonal response of
Wood Thrushes to taped-playback songs. The Wilson
Bulletin, 738–741.