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Revista de Biología Tropical, ISSN: 2215-2075, Vol. 73: e60355, enero-diciembre 2025 (Publicado Jun. 10, 2025)
Lutjanus synagris (Acanthuriformes: Lutjanidae): reproductive biology
and synchronization with lunar phases in the Gulf of Salamanca,
Colombian Caribbean
Camilo B. García*1; https://orcid.org/0000-0003-0373-7916
Nelson Sandoval2
1. Departamento de Biología, Universidad Nacional de Colombia, Carrera 45 N° 26-85. Bogotá DC, Colombia;
cbgarciar@unal.edu.co (*Correspondence)
2. Facultad de Ingeniería-Ingeniería Pesquera, Universidad del Magdalena, Calle 29H3 N° 22-01, Santa Marta, Colombia;
nelsonenrique33@yahoo.es
Received 07-VI-2024. Corrected 03-II-2025. Accepted 30-V-2025.
ABSTRACT
Introduction: Lutjanus synagris is one of the most common demersal fishes in the Colombian Caribbean and is
of interest to artisanal fisheries, although in decline. The study of its reproductive patterns provides insight into
its biology relevant to the general study of tropical fishes.
Objective: To assess the condition factor and gonadosomatic index, to determine the monthly incidence of
mature fish, to estimate the mean length at sexual maturity (Lm), and to explore predictors affecting the condi-
tion factor and gonadosomatic index in the lane snapper L. synagris.
Methods: Extirpated gonads of males and females were classified according to their maturity status and related to
fish length. The condition factor and gonadosomatic index were estimated according to standard formulae. Their
dependency on variables related to climate, geographic space, and behavior were assessed using linear models.
Results: Condition factor was stable throughout the year, while the gonadosomatic index showed an increas-
ing pattern from the first months of the year (dry season), reaching a peak in the second semester of the year.
The incidence of mature fish was higher in about the same months as when the gonadosomatic index showed
high values. An Lm of 26 cm total length was estimated for both sexes, 27 cm for males and 25 cm for females.
Condition factor and gonadosomatic index were associated with several predictors, notably with moon phases.
Conclusion: A spatial and temporal signal for the reproductive patterns of L. synagris was found but decoupled
from climate seasonality. The reproductive rhythm of L. synagris was related to moon phases as the main envi-
ronmental cue.
Key words: biorhythms; condition factor; gonadosomatic index; tropical fishes.
RESUMEN
Lutjanus synagris (Acanthuriformes: Lutjanidae): biología reproductiva y sincronización con las fases
lunares en el Golfo de Salamanca, Caribe colombiano
Introducción: Lutjanus synagris es uno de los peces demersales más comunes en el Caribe colombiano y es de
interés para la pesca artesanal, que está en declive. El estudio de sus patrones reproductivos ayuda en la comp-
rensión de su biología, relevante para el estudio general de los peces tropicales.
Objetivo: Evaluar el factor de condición y el índice gonadosomático, determinar la incidencia mensual de peces
maduros, estimar la longitud promedio de madurez sexual (Lm) y explorar predictores que afectan el factor de
condición y el índice gonadosomático del pargo L. synagris.
https://doi.org/10.15517/rev.biol.trop..v73i1.60355
AQUATIC ECOLOGY
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INTRODUCTION
Condition factor, gonadosomatic index
and maturation patterns are functional features
of importance in the study of the biology of
tropical marine fishes with relevance in con-
servation and management. Condition factor
alludes to the physical health of individuals
and hence of the population (Gubiani et al.,
2020; Le Cren, 1951). It focuses on the question
whether an individual weights what it should
according to its measured length. An overall
measure of condition factor is indicative of
favorable or unfavorable environmental condi-
tions for the population. In turn, the gonadoso-
matic index focuses on the reproductive cycle
a fish goes through typically over a year. The
main purpose of such an index is to identify
the population time of spawning (Fontoura et
al., 2009; Lowerre-Barbieri et al., 2011). The
incidence of mature fish in time may shed light
onto the same question, but more importantly,
the study of the proportion of mature fish
in representative length samples provides an
estimation of one main life-history event in a
fish, the mean length at sexual maturity (Lm),
relevant for fishery management (Cope & Punt,
2009; Froese et al., 2008).
The lane snapper Lutjanus synagris Linnae-
us (1758) is a fish species of commercial interest
in the Caribbean coast of Colombia (García
& Duarte, 2024; Ministerio de Agricultura y
Desarrollo Rural, 2024), although in decline
globally (García, 2010; García & Duarte, 2024),
in our study area, the Golf of Salamanca (Mar-
tínez-Viloria et al., 2022; Salazar-Perez et al.,
2020), and in other areas of the Colombian
Caribbean (Martínez-Viloria, 2022; Ramírez
et al., 2017). It is a notorious member of soft
bottom fish assemblages (García et al., 1998;
Manjarres et al., 2001) occurring throughout
the extension of the coast from South to North
in soft bottoms (García & Armenteras, 2015).
Although Allen (1985) states that L. synagris
main habitat is around coral reefs and vegetated
sandy areas it turns out to be the most com-
mon fish in historical soft bottom trawls in the
Colombian Caribbean (García, 2018; García &
Armenteras, 2015).
Few studies have been conducted in
Colombian Caribbean waters on reproductive
aspects of L. synagris. Based on the gonadoso-
matic index different peaks in spawning activity
have been suggested for this species. Arteaga et
al. (2004) found two peaks in spawning, one
from April to August with a maximum in May
and a second peak in October in the Northern
Colombian Caribbean Sea (Guajira Peninsula
and Tayrona National Natural Park). Posada-
Peláez et al. (2012) reports a peak in spawning
from August to November in an area including
the Eastern corner of the Gulf of Salamanca, the
Tayrona National Natural Park, and some local-
ities to the East but not reaching the Guajira
Métodos: Las gónadas de machos y hembras extirpadas fueron clasificadas según su estado de madurez y asocia-
das a la longitud del pez. El factor de condición y el índice gonadosomático se calcularon con fórmulas estándar.
Su dependencia de variables asociadas al clima, espacio geográfico y comportamiento fue evaluada mediante
modelos lineales.
Resultados: El factor de condición fue estable en el año mientras que el índice gonadosomático mostró un patrón
de incremento en los primeros meses (época seca) para alcanzar un máximo el segundo semestre del año. La
incidencia de peces maduros fue mayor en los mismos meses en que el índice gonadosomático mostró valores
altos. Un Lm de 26 cm longitud total fue estimado para ambos sexos, 27 cm para machos y 25 cm para hembras.
El factor de condición y el índice gonadosomático se asociaron con varios predictores, notablemente, con las
fases lunares.
Conclusiones: Se encontró una señal espacial y temporal en los patrones reproductivos de L. synagris pero desa-
coplada de la estacionalidad climática. El ritmo reproductivo de L. synagris está vinculado a las fases lunares como
principal señal ambiental.
Palabras clave: biorritmos; factor de condición; índice gonadosomatico; peces tropicales.
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Peninsula. In both cases it is suggested that
increased spawning is associated with the rainy
season environmental and climatic conditions,
that is, higher sea surface temperatures and
lower sea surface salinity in contrast to the dry
season (December to April) when an upwelling
phenomenon takes place in the area conductive
to lower sea surface temperature and higher
salinity (Andrade & Barton, 2005).
Regarding condition factor no anteced-
ent could be found in the primary literature
focusing on Colombian populations of L. syn-
agris. Estimations of Lm, on the other hand,
are numerous and disparate (see García &
Ramírez, 2016, their Table 1) for the Northern
Colombian Caribbean coast including the Gulf
of Salamanca with values ranging from 25.1
cm (Altamar et al., 2015) to 34.0 cm (Arteaga
et al., 2004) total length for both sexes. Geo-
graphically the closest estimate of Lm is that
of Posada-Peláez et al. (2012) whose study area
partly overlap ours, with 28 cm total length for
both sexes.
In this study, estimations of condition fac-
tor, gonadosomatic index and maturation pat-
terns in time are given for L. synagris in the Gulf
of Salamanca as well as an estimate of Lm. Via
linear models the dependency of these indices
on several climatic, environmental, and opera-
tive variables was explored.
MATERIALS AND METHODS
Fig. 1 shows the study area and the sam-
pling stations. Sampling was conducted month-
ly from April 1997 to March 1998, excepting
January and June. Stations were selected in
three clusters according to oceanographic con-
ditions in the Gulf of Salamanca which at the
center shows an intrusion of oceanic water
(García et al., 2013), plus some interspersed
stations. Trawling operations at a station lasted
an average 30 minutes at an average speed of
3.5 knots. On board L. synagris individuals were
measured (standard length) and weighted. A
representative sample of fishes were brought
to the lab (in total 166 males and 123 females)
and the stage of maturation was assessed by
the appearance of gonads according to the
scale of Holden & Raitt (1975). Afterwards the
gonads of males and females were extirpated
and weighted. Fishes classified in stage III, IV
Fig. 1. Study area Gulf of Salamanca, Colombian Caribbean, and sampling stations. The arrow shows the position of the Gulf
of Salamanca in the Colombian Caribbean coast.
4Revista de Biología Tropical, ISSN: 2215-2075 Vol. 73: e60355, enero-diciembre 2025 (Publicado Jun. 10, 2025)
and V (Holden & Raitt, 1975) of gonadal devel-
opment were labeled as mature. At each station
measurements of bottom salinity and tempera-
ture were made with the aid of a CTD probe.
Condition factor was found with the for-
mula (Le Cren, 1951): CF = Wex / Wob, where
Wex is the expected weight of an individual
and Wob is the observed weight of the same
individual. Expected weights were estimated
from the length weight relationship derived
by García et al. (1998) that originated from
cruises in the study area in the period 1995 to
1998. The length weight relationship is based
on 2015 individuals, size ranging from 8 cm to
33.5 cm (García et al., 1998). The formula for
Wex is: Wex = 0.0898 × (SL / 10)2.63, where SL
is standard length (cm). The gonadosomatic
index was found with the formula: GDS = 100
× (Wgo / Wob), where Wgo is the weight of the
gonad and Wob is the observed weight of the
same individual.
Temporal trends of both indices and of the
incidence in percentage of mature versus unma-
ture fish were explored by means of boxplots
and barplots. To estimate Lm for males, females
and both sexes a logistic regression model was
adjusted to the raw mature-immature data with
individual lengths as the predictor variable. The
Lm estimated and their bootstrap confidence
intervals were transformed from standard
length to total length (TL) with the formula
TL = 0.0 + 1.203 × SL, found in FishBase for L.
synagris (Froese & Pauly, 2023).
The dependency of condition factor (CF)
and gonadosomatic index (GDS) on variables
related to climate (bottom salinity and tem-
perature), space (latitude and longitude decimal
transformed and depth), and fish behavior
(time of the day when captured decimal trans-
formed and moon phase of the day of capture)
were explored. Latitude, longitude, depth, and
time of the day correspond to the middle posi-
tion and time of the research ship during a
given tow. Correlations among the quantitative
variables were found to be less than 0.5 (Pearson
correlation test) in all cases. The linear model is
CF / GDS ~ Latitude + Longitude + Depth +
Time + Temperature + Salinity + Moon Phase.
Regarding the results of the model, the depen-
dency of CF and GDS on the moon phases was
further explored with the model: CF / GSD ~
Moon Phase.
Multiple comparisons of means were con-
ducted with the Tukey HSD test. Numerical
analysis and graphics were done with R base
(R Core Team, 2021) and R packages par-
zer (Chamberlain & Sagouis, 2021), car (Fox
& Weisberg, 2019), ggplot2 (Wickham, 2016),
cowplot (Wilke, 2020), Rmisc (Hope, 2022) and
multcomp (Hothorn et al., 2008).
RESULTS
Fig. 2 and Fig. 3 show the monthly esti-
mates of CF and GDS index, respectively.
Except for March samples, no peak is noticeable
in CF with ups and downs around one across
the year and this is true for males, females and
both sexes (Fig. 2A, Fig. 2B, Fig. 2C). The peak
in March median is probably due to a small
sample size (n = 8). CF medians grouped by
season do not differ, but CF is more dispersed
in the dry season (Fig. 2D). GDS index (Fig.
3) behaves in a richer fashion than CF. For
males, females and both sexes there appear to
be a building up of gonad material as the year
progresses to May in the case of males and
to September in the case of females, but with
great dispersion (Fig. 3A, Fig. 3B). When plot-
ted together the GDS index shows maximum
values in March and April (Fig. 3C). Female
gonads are noticeable heavier than male gonads
as evidenced by the scale of the plots (Fig.
3). When grouped by season no difference in
median GDS index is noticeable (Fig. 3D).
The incidence in percentage of mature
individuals in the year is shown in Fig. 4. Mature
males and females were found in all monthly
samples. Proportionally mature females showed
higher incidence than males (Fig. 4A, Fig. 4B).
In general, the incidence of mature individuals
is higher in the first months of the year with a
decreasing trend from February to August (Fig.
4C). However, when grouped by season no dif-
ference in percentage incidence of mature fish
is noticeable (Fig. 4D).
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The logistic model provides an estimate of
Lm of 27 cm 26-28 CI (confidence interval) for
males, 25 cm 24-26 CI for females and 26 cm
25-27 CI for both sexes (Fig. 5) which are with-
in the same order of magnitude of other Lm
estimates (see García & Ramirez, 2016, their
Table 1) in the Northern Colombian Caribbean.
Results of the linear models adjusted to
CF and GDS indices are shown in Table 1 and
Table 2, respectively. An interesting finding is
that moon phase has a significant effect in all
instances (p < 0.05) affecting both indices and
sexes (Table 1, Table 2). These results prompted
the formulation of an additional linear model
to closely explore the effect of moon phases,
which is referred further below.
Predictors affected differentially CF and
GDS indices of males and females. CF of males
is affected positively by latitude while it is
negatively affected by bottom temperature. CF
of females is affected positively by longitude
and negatively by time of the day when the
Fig. 2. Monthly series of condition factor of Lutjanus synagris in the Gulf of Salamanca, Colombian Caribbean from April
1997 to March 1998. A. Males. B. Females. C. Both. D. Seasonal comparison for both sexes.
Table 1
Association between predictor variables and condition
factor for Lutjanus synagris in the Gulf of Salamanca,
Colombian Caribbean.
Variables/Sex Males Females Both
Latitude < 0.05 + N.S. < 0.05 +
Longitude N.S. < 0.05 + N.S.
Depth N.S. N.S. N.S.
Time N.S. < 0.05 - N.S.
Temperature < 0.05 - N.S. < 0.05 -
Salinity N.S. N.S. < 0.05 +
Moon phase < 0.05 < 0.05 < 0.05
The sign positive or negative indicates the direction of the
association. Number in the table is the p-value of the test of
hypothesis of no association. N.S., not significant.
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individual was captured (Table 1). GDS index
of males, in turn, is affected positively by longi-
tude and negatively by bottom salinity while for
females GDS index was positively affected by
depth and bottom temperature and negatively
by bottom salinity (Table 2). When pooling
males and females the response of CF and GDS
index was contrasting. CF responded negatively
to the bottom temperature and positively to
bottom salinity while GDS index responded
positively to bottom temperature and negative-
ly to bottom salinity. CF was affected by latitude
while GDS was not. GDS index was affected by
depth while CF was not (Table 1, Table 2).
The linear model with moon phase as pre-
dictor confirmed the results of the full model.
For males and females and when pooled CF
and GDS indices were significantly affected by
the moon phase (p < 0.05), except for CF in
males. Table 3 shows the results of Tukey HSD
multiple comparisons test. Noticeably, while for
CF in females and both sexes the moon phase
that is different from the others is waxing moon
(Fig. 6), for GDS index the moon phase that
is different from the others is waning moon
(Table 3, Fig. 7).
Fig. 3. Monthly series of gonadosomatic index of Lutjanus synagris in the Gulf of Salamanca, Colombian Caribbean from
April 1997 to March 1998. A. Males. B. Females. C. Both. D. Seasonal comparison for both sexes.
Table 2
Association between predictor variables and gonadosomatic
index for Lutjanus synagris in the Gulf of Salamanca,
Colombian Caribbean.
Variable/Sex Males Females Both
Latitude N.S. N.S. N.S.
Longitude < 0.05 + N.S. N.S.
Depth N.S. < 0.05 + < 0.05 +
Time N.S. N.S. N.S.
Temperature N.S. < 0.05 + < 0.05 +
Salinity < 0.05 - < 0.05 - < 0.05 -
Moom Phase < 0.05 < 0.05 < 0.05
The sign positive or negative indicates the direction of the
association. Number in the table is the p-value of the test of
hypothesis of no association. N.S., not significant.
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DISCUSSION
The first thing to notice is that the health
condition of L. synagris was stable over the
year and that no time period be it monthly or
seasonal has bearing on health status at least in
what the condition factor can tell us. Food offer
in the year appears to be stable regardless of the
seasonal upwelling. Upwelling phenomena have
been traditionally associated with increased
Fig. 4. Monthly percentage incidence series of mature individuals of Lutjanus synagris in the Gulf of Salamanca, Colombian
Caribbean from April 1997 to March 1998. A. Males. B. Females. C. Both. D. Seasonal comparison for both sexes.
Table 3
Multiple comparisons of mean values of condition factor and gonadosomatic index of Lutjanus synagris by moon phase in
the Gulf of Salamanca, Colombian Caribbean.
Group/Index Condition Factor Gonadosomatic Index
Males p > 0.05 for all pairwise comparisons Waning Moon ≠ New Moon, Full Moon
Females Waxing Moon ≠ New Moon, Full Moon,
Waning Moon Waning Moon ≠ Full Moon
Both Waxing Moon ≠ New Moon, Full Moon,
Waning Moon Waning Moon ≠ New Moon, Waxing Moon, Full Moon
Statistical significance was set at < 0.05. Tukey HSD test.
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Fig. 5. Sigmoid curves representing the relation between
standard length and the probability of being mature for
Lutjanus synagris in the Gulf of Salamanca, Colombian
Caribbean. Length at which there is 50 % probability
of being mature is signaled. Model line plus standard
deviation. A. Males. B. Females. C. Both sexes.
Fig. 6. Mean condition factor plus 95 % confidence
intervals by moon phases for Lutjanus synagris, Colombian
Caribbean. A. Males. B. Females. C. Both sexes.
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primary productivity and via the food web to
better food offer in the water column. However,
for the Gulf of Salamanca it has been found that
the effect of the upwelling is more reflected on
temperature and salinity changes rather than
on increased primary production (Ramírez,
1990). For instance, García et al. (2013) found
that concentrations of chlorophyll did not differ
in the dry (upwelling) and rainy seasons. On
the other hand, seasonal change is not without
consequences. Duarte & García (1999) found
that the importance of crustaceans in the diet
of L. synagris diminishes in favor of teleost in
the dry season.
Males and females of L. synagris associ-
ated differentially to the predictors explored
here in terms of CF. Males respond to the
latitudinal gradient while females respond to
the longitudinal gradient. Thus, the distribu-
tion of individuals in the geographic space is
not homogeneous. Further research should
be conducted focused on characterizing the
environmental gradients offered to L. synagris
in the Gulf of Salamanca to find a mechanistic
explanation of these patterns.
The effect of movement of individuals dur-
ing the day was detected only for females. The
later the capture, the lower the CF. A hypothesis
to be explored is whether this pattern is related
to a feeding cycle with more incidence of empty
stomachs at night. In turn, CF of males had a
negative association with bottom temperature
while for both sexes a positive association with
bottom salinity emerges. These conditions, low
temperature and high salinity are reminiscent
of the conditions in the dry season (upwelling)
thus this pattern enters in contradiction with
the finding that no monthly or seasonal trend
was found in the year. García et al. (2013) found
three water masses in the Gulf of Salamanca
with characteristic temperature and salinity
and moving limits as the season change. One to
the East under the influence of brackish water
of the Ciénaga Grande de Santa Marta, one to
Fig. 7. Gonadosomatic index plus 95 % confidence
intervals by moon phases for Lutjanus synagris, Colombian
Caribbean. A. Males. B. Females. C. Both sexes.
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the center sector of the Gulf of Salamanca cor-
responding to a salty oceanic intrusion, and a
third to the West under the influence of dis-
charge of the Magdalena River. Thus, the Golf
of Salamanca is not a homogeneous water body.
The location of the stations may explain this
pattern that is in line with the associations with
latitude and longitude discussed earlier.
Unlike CF that showed no monthly ten-
dency, the GDS index shows a tendency of
increasing median values as the year progresses
including and from the dry season (upwell-
ing) and extending beyond. Median monthly
values, however, showed substantial variability.
On the other hand, the percentage incidence of
mature individuals indicates predominance of
mature fish approximately in the same months
when high GDS index values were seen. Thus,
with caveats, it appears that the main spawning
activity of L. synagris occurred the first part of
the year from February to a peak in September
for females but continued the year round. These
months partly overlap with the range given by
Arteaga et al. (2004) and less so with the range
given by Posada-Peláez et al. (2012). The main
difference is that the range given here fully
includes the dry season months. Given that
bottom water temperatures and salinity are
associated significantly with the GDS index,
positively for temperature and negatively for
salinity, and temperature increases, and salinity
decreases as the year progresses thus it appears
that spawning augmented activity is triggered
by the gradients of these environmental vari-
ables until temperature and salinity reach a
maximum and a minimum, respectively.
The same case as with CF, no seasonal dif-
ference in median GDS index was found. Con-
sidering these findings, the idea that the climate
season per se correlates with the spawning cycle
in L. synagris should be abandoned in favor of a
scenario in which it is the gradient of increasing
temperature and decreasing salinity that trig-
gers augmented spawning activity.
The estimated length at first maturity, Lm,
is well in the range of Lm values calculated for
L. synagris in the Colombian Caribbean coast.
However, these measures have been criticized
because many of them come from sampling
the fishery instead of sampling the popula-
tion. García and Ramírez (2016) demonstrated
that estimates of Lm significantly correlated to
mean size of captured individuals that in turn
depended on the selectivity patterns of the fish-
ing gears. Thus, Lm estimates obtained from
sampling the fishery do not necessarily reflect
what is happening in the population and man-
agement measures based on Lm as indicator
obtained that way may not be optimal. It would
be interesting to conduct research on the cur-
rent status of this trait in the Gulf of Salamanca
for comparison.
The most interesting finding in this study
is the significant association between moon
phases and both CF and GDS indices values.
Many marine species, including fishes, use
moon phases as cue to synchronize relevant
events in their life cycle (Andreatta & Tessmar-
Raible, 2020; Tessmar-Raible et al., 2011) hence
it might not be a surprise that L. synagris does
so. However, to our knowledge in the Colombi-
an Caribbean, apart from some mentions based
on fishermen local knowledge (Altamar et al.,
2010), the phenomenon of synchronization of
biological activity with moon phases has not
been documented, excepting Lopez and García
(2001) in reference to postlarvae and juveniles
of shrimps. In the context of fisheries Altamar
et al. (2010) related CPUE with moon phases
for the bigeye scad (Selar crumenophthalmus).
It is suggestive that while CF is signifi-
cantly larger in the waxing moon, GDS index is
significantly larger in the waning moon. Fishes
appear to be preparing for the spawning events
along the lunar cycle. This hypothesis should
be tested with new research and field sampling
designed to test it. At any rate it is clear that the
lunar cycle superimposes on the yearly patterns
for CF and GDS indices in L. synagris in the
Gulf of Salamanca.
Shortcomings of the studies referenced
here, including this, are the time period of
observations that rarely extends more than
one year and also that many are dependent on
fishery landings instead of unbiased samples of
the population. This renders the observations
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to criticisms as just anecdotical. However, as
reproduction is an event so central in the life
history of species it can be viewed as a conser-
vative set of traits. The challenge is to learn how
reproduction characteristics that emerged in
evolution are modulated by biological, climatic,
environmental factors and impacted by human
activities like fishing through clear cut ques-
tions and well-planned sampling.
Condition factor of the lane snaper L.
synagris is stable throughout the year when
followed at monthly time steps. The gonadoso-
matic index builds up the first months of the
year to a maximum in September. The gradi-
ent of increasing temperature and decreasing
salinity appears to trigger augmented spawning
activity rather than a strict conformance with
the dry and rainy seasons. Of the predictive
variable tested the moon phases were the most
determinant with the waxing moon signifi-
cantly associated to the highest values of condi-
tion factor and the waning moon significantly
associated to the highest values of the gonad-
osomatic index.
Ethical statement: The authors declare
that they all agree with this publication and
made significant contributions; that there is no
conflict 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
This work was supported by COLCIEN-
CIAS Grant No 2105-09-176-94 for the project
Estudio ecológico pesquero de los recursos
demersales del Golfo de Salamanca, Caribe
colombiano. Estimación de la variabilidad de
los componentes biológicos del Sistema. Com-
ments by two anonymous reviewers helped to
improve the manuscript.
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