MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
https://doi.org/10.47193/mafis.3322020301107 163
ORIGINAL RESEARCH
Metamorphosis of whitemouth croaker Micropogonias furnieri
(Pisces, Sciaenidae)
MARA S. BRAVERMAN1, *, DANIEL BROWN1and E. MARCELO ACHA1, 2
1Instituto Nacional de Investigación y Desarrollo Pesquero (INIDEP), Paseo Victoria Ocampo Nº 1, Escollera Norte, B7602HSA -
Mar del Plata, Argentina. 2Instituto de Investigaciones Marinas y Costeras (IIMyC), Universidad Nacional de Mar del Plata (UNMdP),
Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Argentina
ABSTRACT. Fish metamorphosis is an important ontogenetic process with a key role on early
stages survival and on successful recruitment to adult populations. The whitemouth croaker
(Micropogonias furnieri) is an important commercial resource for the coastal fisheries of Argentina
and Uruguay. Metamorphosis was studied using morphometric and morphological analysis during
larval development. Changes in morpho-meristic characters before and after metamorphosis were
employed to determine the length interval of this transition by employing Principal Component
Analysis. Individuals (n =430) from 4 to 41 mm standard length (SL) were collected in the Río de
la Plata estuary (35.45° S, 56.35° W) in March 2006. Length ranges of individual’s developmental
stages were associated with the presence of key morphological characters. During early life stages,
M. furnieri changes from a big-headed, robust shape larva to a slender and more elongated body
form. Most of the morphometric variables showed an inflexion point at 15.2 mm SL, with a 95%
confidence interval of 14.0-16.4 mm. The anterior part of the body grows faster during early stages,
probably related to an intense feeding activity strategy. The completion of pectoral fin rays and the
onset of squamation determine the beginning of metamorphosis at 11-12 mm SL. At around 18 mm
SL, squamation ends, first barbels develop and the sagittae otoliths primordium is closed. The
length-at-metamorphosis for M. furnieri was established between 9 to 18 mm SL, since all devel-
opmental characters studied highly overlapped at that interval. All those processes are indicative of
the beginning of the juvenile period associated to the settlement and the start of a bottom-oriented
life-style.
Key words: Sciaenidae, larvae transformation, ontogeny, morphology, morphometry.
La metamorfosis de la corvina rubia Micropogonias furnieri (Pisces, Sciaenidae)
RESUMEN. La metamorfosis de los peces es un proceso ontogenético importante con un papel
clave en la supervivencia de las primeras etapas y en el reclutamiento exitoso a las poblaciones adul-
tas. La corvina rubia (Micropogonias furnieri) es un recurso comercial importante para las pesque-
rías costeras de la Argentina y Uruguay. Se estudió su metamorfosis mediante análisis morfométri-
cos y morfológicos durante el desarrollo larvario. Se utilizaron los cambios en los caracteres morfo-
merísticos antes y después de la metamorfosis para determinar el intervalo de duración de esta tran-
sición mediante el Análisis de Componentes Principales. Se colectaron individuos (n =430) de 4 a
41 mm de longitud estándar (LE) en el estuario del Río de la Plata (35,45° S, 56,35° W) en marzo
de 2006. Los rangos de longitud de las etapas de desarrollo de los individuos se asociaron con la
presencia de caracteres morfológicos clave. Durante las primeras etapas de vida, M. furnieri cambia
de una larva de cabeza grande y forma robusta a una forma corporal más delgada y alargada. La
mayoría de las variables morfométricas mostraron un punto de inflexión a los 15,2 mm LE, con un
Marine and
Fishery Sciences
MAFIS
*Correspondence:
mbraverman@inidep.edu.ar
Received: 25 June 2020
Accepted: 15 September 2020
ISSN 2683-7595 (print)
ISSN 2683-7951 (online)
https://ojs.inidep.edu.ar
Journal of the Instituto Nacional de
Investigación y Desarrollo Pesquero
(INIDEP)
This work is licensed under a
Creative Commons Attribution-
NonCommercial-ShareAlike 4.0
International License
INTRODUCTION
The way on that ontogeny of fishes proceed
has been broadly discussed leading to two antag-
onistic visions. One states that ontogeny is a grad-
ual process during which small and inconspicu-
ous changes in form and structure accumulate
continuously (Kováč and Copp 1999). The sec-
ond view, represented by the ‘theory of saltatory
ontogeny’ (Balon 1984), considers development
as a sequence of longer stabilized steps (during
which all the structures and organs develop grad-
ually and continuously) alternating with thresh-
olds. A threshold is a short interval where rapid
changes occur from one steady state to the next.
Nevertheless, early life stages of fish have been
recognized by both ‘gradualists’ and ‘saltation-
ists’ (see Kováč and Copp 1999) as being charac-
terized by different fish capabilities, require-
ments, ecological interactions and growth/mortal-
ity events (e.g. Smith 1985; Koumoundouros et
al. 2009; Nikolioudakis et al. 2010). The begin-
ning of the larval period (Balon 1984) occurs
when the individual is capable of feed orally,
while the juvenile stage implies the disappear-
ance of all larval characters and the appearance of
nearly all the adult ones (Pavlov 1999). The tran-
sit between those periods consists on a remodel-
ing process called ‘metamorphosis’ (Balon 1989),
which represents an important ontogenetic event
for fish with consequences for the survival of
early stages and strong consequences for recruit-
ment to adult populations (Govoni 2004).
To define the onset of the juvenile period, dif-
ferent approaches are traditionally used. From a
functional and structural perspective, this event is
associated with a change in allometric growth or
shape (e.g. Copp and Kováč 1996; Sagnes et al.
1997; Kováč et al. 2006), coupled with a series of
changes (abrupt or gradual) in morphological and
meristic characters. Such changes are the acquisi-
tion of adult complement of fins spines and rays,
adult pigmentation, onset or end of squamation,
ossification of the axial skeleton and disappear-
ance of larval characters (McCormick et al. 2002;
Urho 2002; Ditty et al. 2003). From an ecological
perspective, in demersal and benthic fish, meta-
morphosis is usually linked to settlement (Werner
2002) i.e., the ontogenetic shift by which pelagic
larvae colonize benthic habitats (McCormick et
al. 2002). Metamorphosis is a preparation for the
colonization of a new habitat and the integration
into a new trophic web, as larvae abandon the
plankton to become part of the demersal-benthic
communities (e.g. Secor 2015). That shift can be
detected in otoliths of several fish species (Wilson
and McCormick 1997, 1999) as a transition mark
or ‘check’ (Campana and Neilson 1985). For tem-
perate and cold water fishes, formation of acces-
sory nuclei in their otoliths has been associated
with metamorphosis and settlement processes
(Sogard 1991; Morales-Nin and Aldebert 1997;
Morioka et al. 2001; Buratti and Santos 2010).
Setting a threshold value as the ‘length-at-
metamorphosis’ (Ljuv from Fuiman’s ontogenetic
index) is highly complex due to individual vari-
ability and ontogenetic stage of individual char-
acters. This is why in several studies a single
164 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
intervalo de confianza del 95% de 14,0-16,4 mm. La parte anterior del cuerpo crece más rápidamente durante las primeras etapas, pro-
bablemente relacionada con una estrategia de actividad alimentaria intensa. La adquisición del número definitivo de radios de la aleta
pectoral y el inicio de la escamación determinan el comienzo de la metamorfosis a los 11-12 mm LE. Alrededor de los 18 mm LE, ter-
mina la escamación, se desarrollan las primeras barbillas y se cierra el primordio de los otolitos sagittae. La longitud-de-metamorfosis
para M. furnieri se estableció entre 9 y 18 mm LE, dado el alto grado de superposición que presentaron los caracteres de desarrollo estu-
diados. Todos esos procesos son indicativos del inicio del período juvenil asociado al asentamiento y al comienzo de un estilo de vida
orientado hacia el fondo.
Palabras clave: Sciaenidae, transición larva-juvenil, ontogenia, morfología, morfometría.
character (e.g., the onset or end of squamation,
definitive fin radios acquisition, etc.) is consid-
ered, although this approach results inadequate
for a precise definition of metamorphosis (Urho
2002; Ditty et al. 2003), where a series of mor-
phological, morphometric, physiological and
ethological events should converge. In that sense,
Urho (2002) stated that ‘the use of a single mor-
phological trait to infer metamorphosis is as inad-
equate as using a single character for the identifi-
cation of a species’. A clear determination of lar-
vae-juvenile transition is particularly important to
identify ontogenetic changes in the use of
resources (Juanes and Conover 1994; Boglione et
al. 2003). Most of the characters associated to
metamorphosis undergo changes in a synchro-
nized way (Ditty et al. 2003), suggesting the need
to analyze the metamorphosis process as a holis-
tic approach.
The whitemouth croaker, Micropogonias
furnieri (Desmarest 1823), is the dominant
species in terms of biomass in the Río de la Plata
region and the main target of the coastal fisheries
of Argentina and Uruguay, representing ca. 20%
of coastal species landings in Argentina (Carozza
et al. 2004). It is a demersal species with a long
lifespan (up to 39 years in the region). In Argenti-
na and Uruguay it reproduces from November to
April, spawning several batches of pelagic eggs
with an indeterminate annual fecundity. Main
reproduction ground covers a narrow band across
the inner Río de la Plata estuary between Monte-
video (34° 50′ S-56° 10′ W) and Punta Piedras
(35° 25′ S-57° 10′ W), at depths between 6 and 8
m (Acha et al. 1999; Carozza et al. 2004). The
area is characterized by a bottom salinity front
(Mianzan et al. 2001) in which whitemouth
croaker eggs were only present below the halo-
cline where salinity ranges from 9.7 to 27.3
(Acha et al. 1999). During warmest months
(October through May), there is evidence of
retention of whitemouth croaker larvae in the
inner part of the Río de la Plata estuary. This area
coincides with the location of the bottom salinity
front and the maximum turbidity zone (Braver-
man et al. 2009). Larvae retention in this area
would ensure closeness to the main nursery
ground: Samborombón Bay (Mianzan et al.
2001). Early life stages of this species have been
described for identification purposes with a clas-
sical approach (Sinque 1980; Weiss 1981), not
intending to outline critical moments of the early
life history, such as the larvae-juvenile transition.
Thus, to define metamorphosis more accurately
we employed a multivariate approach using mor-
phometric and morphological analyses during lar-
val development.
The multivariate approach consists of a mor-
phometric analysis based on the principles of
multivariate allometry described by Shea (1985)
and a morpho-meristic analysis based on Ditty et
al. (2003). The former studied the relationship
between a group of morphometric measures and
the individual’s total length. The later consisted
on the assignation of scores to individual charac-
ters, where the sum of them for each individual
represents an index of morphological change
associated to metamorphosis. Hence, the objec-
tive of this study was to investigate the larvae-
juvenile transition (hereafter metamorphosis),
looking for changes in morpho-meristic charac-
ters before and after the metamorphosis to deter-
mine the length interval for these changes.
MATERIALS AND METHODS
M. furnieri larvae and juveniles (less than a
year-old) were collected during a scientific cruise
to Río de la Plata spawning area in March 2006.
A vertically stratified plankton sampling along
transects perpendicular to bathymetry was per-
formed during daylight. Samples were taken at
stations separated 10-12 km at three depth levels.
Water column was sampled above (or c.a. 2.5 m
depth) and below (or c.a. 6.2 m depth) the halo-
cline with a Motoda sampler equipped with a
165
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
mechanical opening-closing device and a 200 µm
mesh span net. The third level was sampled by an
epibenthic sledge with a 500 µm mesh span net
(see Braverman et al., 2009).
A total of 249 M. furnieri individuals were
identified on board and frozen for a later otoliths
extraction; the rest of the samples were fixed in
4% formalin. Some specimens from the ichthy-
oplankton collection of the Instituto Nacional de
Investigación y Desarrollo Pesquero (INIDEP)
were also used to complete the length classes (n
= 15). Those individuals from the collection
come from the same study area. An alizarin dying
technique (modified from Potthoff 1984 and Tay-
lor and Van Dyke 1985) was performed onto the
specimens for a better observation of structures.
Morphometric and morphological analyses
were performed on an ontogenetic series from 4 to
41 mm standard length (SL). For morphometric
analysis, images of each individual (n = 71) were
taken using a digital camera mounted in a com-
pound microscope. A series of measurements
(Figure 1; Table 1) were taken from those images
with the Axio Vision Software (Carl Zeiss). The
shortening correction due to the fixation method
was not considered assuming that it was similar in
all measured individuals. For morphological
analysis, a group of events related to the external
morphology was analyzed on the ontogenetic
series (n = 120). Development stage was deter-
mined following Moser (1996) and Fuiman and
Werner (2002): larvae at pre-flexion, flexion, post-
flexion, in transformation and early juveniles.
Distinctive characters of each individual were
registered: fin rays appearance (pectoral, anal,
dorsal and pelvic); scales coverage was classified
into 4 categories: (a) on the caudal peduncle, (b)
from the caudal peduncle to the anus, (c) from the
caudal peduncle to the head, (d) totally scaled;
and presence/absence of mentonian barbels.
Finally, otoliths were extracted from frozen spec-
imens (n = 85) using a NaClO solution for tissue
disintegration. They were mounted in glass slides
with a transparent mounting medium and pol-
ished when necessary with lapping film paper in
a decreasing order of porosity (12, 9 or 3 μ) for a
better visualization. Otolith development was
studied by registering the occurrence of accessory
nuclei and the primordium (polygonal area cen-
ter-enclosed by the accessory nuclei).
166 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Figure 1. Morphometric measurements taken from Micropogonias furnieri individuals. SL: standard Length, ED: eye diameter,
HL: head length, PreAL: pre-anal length, HD1: head depth 1, HD2: head depth 2, AD: anal depth, CD: caudal depth,
Pre-OL: pre-orbital length, Mid-BL: mid-body length, CL: caudal length. Illustration taken from Weiss, 1981.
SL
CL
ED
HD2 HD1
AD
CD
HL
PreOL
MidBL
1 mm
PreAL
Data analysis
Morphometry and bi-variate allometry
Firstly, morphometric relationships were stud-
ied using linear regression analysis between the
logarithms of each variable (morphometric meas-
urement) versus length (SL) (Table 1). We
employed standard length for post-flexion indi-
viduals and notochord length for pre-flexion and
flexion specimens. Allometric growth pattern of
each variable in relation to SL was studied by
using the logarithmic form of the allometric
growth model (Huxley 1932): log (Y) = log (a) +
b log (SL), where Yis the variable examined and
bis the allometric coefficient. Secondly, regres-
sions’ residuals (Y) were analyzed to identify pos-
sible allometric changes as follows: if allometric
growth of the variables was constant (slope with-
out changes) then residuals would show a random
pattern; alternatively, if variables showed changes
in their growth they would have a residual distri-
bution (Y versus SL) with a specific form as it was
shown by Sagnes et al. (1997), Gozlan et al.
(1999) and Nikolioudakis et al. (2010).
Similarly, morphometric indexes (Im) showing
representative changes in the larvae-juvenile tran-
sition were analyzed. Indexes were calculated as
the percentage of the morphometric variable (Vm)
with respect to length (SL): Im=Vm/SL * 100.
The length at which the change in oblique orien-
tation of Imoccurred (Li) was estimated by using
a piecewise linear regression fitted with a non-
linear estimation procedure: Im=b0+b1SL +
b2(SL Li) (SL Li); where b0is the y-intercept,
b1is the slope of the relationship of the values
Li, b2is the change in the slope (b1) that results in
the slope when SL Li, and Liis the length at
which slope changes (Nikolioudakis et al. 2010),
considered here to be related to the transforma-
tion process (end of larval period).
Morphometry and multivariate approach
To determine the length-at-metamorphosis
(Lm), log-transformed morphometric measure-
ments with respect to SL using a Principal Compo-
nent Analysis (PCA) with covariance matrices
were studied (Jolicoeur 1963a, 1963b; Shea 1985).
In a PCA of a logarithmic covariance matrix of
groups of animals with different growth patterns,
the first component (PC1) summarizes the varia-
tion in shape as a result of a common pattern of
allometric growth; while the second component
167
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
Table 1. Description of morphometric characters measured in Micropogonias furnieri and its abbreviations (adapted from
Nikolioudakis et al. 2010).
Character Abbreviation Description
Standard length SL From the tip of the snout to the caudal rays insertion
Eye diameter ED Parallel to the longitudinal axis of the body
Head length HL From the tip of the snout to the margin of the gill cover
Pre-anal length PreAL From the tip of the snout to the anus
Head depth 1 HD1 From the dorsal to the ventral margin of the body at the operculum
Head depth 2 HD2 From the dorsal to the ventral margin of the body at the center of the eye
Anal depth AD From the dorsal to the ventral margin of the body at the anus
Caudal depth CD From the dorsal to the ventral margin of the body at the caudal peduncle
Pre-orbital length PreOL From the tip of the snout to the anterior margin of the eye
Mid-body length MidBL From the margin of the gill cover to the anus
Caudal length CL From the margin of the gill cover to the insertion of the caudal fin
(PC2) and the rest summarize the variations of
shape as a result of divergent growth trajectories
(Shea 1985). Then, the Lmat which a change in
PC2 orientation occurs and the lengths of possible
inflexion points (Li) were statistically estimated
using a quadratic function PC2 =a +b(PC1) +
c(PC1)2of the Non-linear estimation Module of
STATISTICA software v.7 2004 (StatSoft Inc.).
Morphology
Length ranges of developmental stages of M.
furnieri were determined. These ranges were
associated with the appearance/disappearance of
several morphological characters (Table 2).
Moreover, the pectoral fin ray’s definitive num-
ber acquisition was analyzed with respect to
length (pectoral fin tends to be the last one in
acquiring the whole set of rays (Urho 2002)).
Then, the squamation process was described. For
morpho-meristic analysis, each specimen was
scored for a suite of characters where each score
represented a discrete ontogenetic event or a
character stage of development (Table 2). Every
character had equal weight, i.e. three possible
states 0, 1 and 2. The sum of character scores of
each individual as an index of overall change in
morphology associated with metamorphosis was
calculated and expressed as percentage of the
maximum total score. Total scores for the charac-
ter set were analyzed with respect to length class-
es performing a cluster analysis with complete
linkage, and to the Manhattan (city-block) dis-
tances method (Ditty et al. 2003). Finally, the
length at which 50% of morphological change
occurs (L50) was obtained from the relationship
between the accumulative scores percentage (P)
and SL described by the logistic function: P
= 100/(1 +exp(-a*(SL-b))). Length at which P
= 100% constitutes the juvenile stage length.
RESULTS
Developmental morphometry
Residual distribution of each log-transformed
variable fitted against SL with an allometric func-
tion showed different responses (see Appendix).
With few exceptions (ED and MidBL, Figure 1;
Table 1), residuals revealed a non-random distri-
bution indicating changes in the relative growth of
morphometric variables evidenced by inflexion
points in the distribution of morphometric indexes
(Figure 2). Thus, ED grew isometrically while
MidBL showed a positive allometry in the entire
168 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Table 2. Scores assigned to each Micropogonias furnieri individual according to the developmental stage of considered charac-
ters. The scoring of rays was performed separately for each fin (pectoral, anal, dorsal and pelvic).
Character Score Observed pattern Length ranges (mm SL)
Scales cover 0 No scales 4-10
1 Scales do not cover the entire body 10.1-16.9
2 Scales covering the entire body, including head 18-34
Fin rays 0 No rays 4-6.3
1 Rays in formation 6.7-11.9
2 Definitive rays 12-34
Otolith development 0 No accesory nuclei 4-10.9
1 Accesory nuclei not closing the primordium 6.8-17
2 Closed primodium 15-34.9
169
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
Figure 2. Relationships of morphometric indexes with standard length (SL) of individuals. Fitted lines came from non-linear
regressions used to determine inflexion lengths (Li). CI: 95% confidence interval for Li, Vm: morphometric variable.
Abbreviations as in Figure 1.
0510 15 20 25 30 35
ED
0.40
0.50
0.60
0.70
0510 15 20 25 30 35
PreAL
0510 15 20 25 30 35
preOL
0510 15 20 25 30 35
0510 15 20 25 30 35
HL
0.22
0.25
0.27
0.30
0.32
0510 15 20 25 30 35
0.10
0.12
0.14
0.16
0.18
0.20
0.22
0510 15 20 25 30 35
AD
0.03
0.05
0.07
0.09
0.11
0510 15 20 25 30 35
CD
0.06
0.07
0.08
0.09
0.10
0.02
0.04
0.06
0.08
0.10
0.20
0.23
0.25
0.28
0.30
0.20
0.25
0.30
0.35
0.40
0.20
0.23
0.26
0.29
0.32
0.35
0510 15 20 25 30 35
MidBL
Morphometric ndex ( /SL)iV
m
SL (mm)
0.60
0.63
0.66
0.69
0.72
0.75
0510 15 20 25 30 35
CL
R 0.79=
L 14.23 mm
i=
CI [12.96-15.5]=
R 0.70=
L 14.48 mm
i=
CI [13.03-15.93]=
R 0.65=
L 13.15 mm
i=
CI [11.47-14.84]=
R 0.80=
L 14.52 mm
i=
CI [13.36-15.72]=
R 0.84=
L 11.23 mm
i=
CI [9.93-12.52]=
R 0.53=
L 9.29 mm
i=
CI [7.95-10.63]=
R 0.83=
L 7.34 mm
i=
CI [5.78-8.90]=
R 0.75=
L 9.67 mm
i=
CI [8.10-11.23]=
length range. In turn, HL, PreOL and HD1 grew
faster than SL (positive allometry) to a maximum
and then got slower (negative allometry), while
CL showed an opposite pattern growing slower
than SL until a minimum value when it started to
grew faster. In addition, variables related with
body depth (HD2, AD, CD) and PreAL grew
faster than SL to a point where they remained con-
stant (or slightly grew). Inflexion points (Li) and
their confidence intervals were determined by
non-linear regressions of each variable (expressed
as the Im) with respect to SL (Figure 2).
Principal Components Analysis (Table 3) of
log-transformed morphometric measurements
using the covariance matrix revealed an impor-
tant change in the oblique orientation of PC2 val-
ues of transformed variables when plotted
against PC1 or SL (Figure 3). A highly significant
quadratic relationship (R = 0.62, p <0.001)
allowed to determine an Lm=15.18 mm SL [CI
=14.01-16.37]. When residuals of allometric
regressions were separately examined for indi-
viduals <15.18 mm SL and 15.18 mm SL, we
observed they were randomly distributed.
Because no pattern or structure were shown, it
could be assumed that bi-variate allometric equa-
tions were appropriate to describe relative
growth of individuals before (SL <Lm) or after
(SL Lm) the metamorphosis length.
Morphological events
The end of post-flexion stage and the beginning
of the transition to juvenile (metamorphosis) was
determined considering the completion of pec-
toral fin rays and the onset of squamation process,
which occurred at 11 mm SL and 12 mm SL,
respectively (Table 4; Figure 4 A: arrows 3 and 4).
Meanwhile, at ca. 18 mm SL barbels’ appearance
and the end of squamation process established the
end of metamorphosis according to morphologi-
cal events (Figure 4 A: arrows 5 and 6).
First pectoral rays appeared between 5 to 7 mm
SL and the fin rapidly completed its rays at 12 mm
170 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Table 3. Principal Component results of the first (PC1) and second factor (PC2) for the log-transformed morphometric characters
studied (abbreviations in Table 1).
Eigenvectors Factor score Factor-variable
coefficients correlations
Morphometirc PC1 PC2 PC1 PC2 PC1 PC2 Eigenvalues % total
character variance
SL -0.275 0.163 -0.357 1.955 -0.996 0.063 0.595 97.872
ED -0.284 0.284 -0.369 3.412 -0.986 0.106 0.007 1.137
PreAL -0.305 0.048 -0.396 0.574 -0.998 0.017 0.002 0.385
HL -0.292 -0.126 -0.379 -1.516 -0.995 -0.046 0.001 0.194
HD1 -0.291 0.075 -0.377 0.897 -0.997 0.028 0.001 0.155
AD -0.339 0.063 -0.349 -1.474 -0.992 0.020 0.001 0.101
CD -0.340 -0.056 -0.440 0.762 -0.990 -0.018 0.000 0.068
PreOL -0.324 -0.821 -0.441 -0.674 -0.963 -0.264 0.000 0.058
HD2 -0.269 -0.123 -0.419 -9.876 -0.993 -0.049 0.000 0.030
MidBL -0.317 0.289 -0.411 3.478 -0.990 0.097 0.000 0.001
CL -0.268 0.298 -0.347 3.579 -0.990 0.119 0.000 0.000
SL (Figure 4 B). Squamation occurred in the
transformation stage in a posterior-anterior direc-
tion (Figure 5). First scales appeared in the caudal
peduncle separated from each other. Its morphol-
ogy was rather simple: oval-shaped, with smooth
edges and a few concentric rings (Figure 5.1). As
squamation process progressed, scales morpholo-
gy became more complex developing projections
in its posterior margin (ctenii) and scallops in the
anterior margin, and starting to overlap each other
(Figure 5.3). The head was the last part to be cov-
ered (Figure 5.2).
Cluster analysis over the scores of morpholog-
ical characters defined two main groups at a dis-
tance of 50% approximately (Figure 6 A); a group
of small larvae from 4 to 9 mm SL, and a group
of individuals larger than 9 mm SL. From the
later, individuals bigger than 16 mm SL were
grouped in an approximate distance of 15%,
remaining an intermediate interval from 9-16 mm
SL of non-homogeneous groups. On the other
hand, cumulative scores showed a highly signifi-
cant fit (R =0.9845; p <0.001) to a logistic func-
tion with L50 =9.24 mm SL (Figure 6 B) and
fully metamorphosed individuals larger than 18-
20 mm SL.
DISCUSSION
Throughout the early life history, M. furnieri
changed from a larval big-headed and robust
shape to a slender and more elongated body
171
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
Figure 3. Multivariate analysis (PCA) showing the relation between SL (representing PC1) and PC2, and the quadratic fit (lines)
assessed for the length-at-metamorphosis (Lm). Dashed lines represent 95% of confidence.
Table 4. Length intervals of developmental stages of
Micropogonias furnieri. Transition length was calcu-
lated as the mean value between the highest value of
a stage and the lowest value of the previous stage.
Length (mm SL)
Stage N Min Max Transition
Pre-flexion 19 - 6.2 5.6
Flexion 26 4.9 8.4 7.4
Post-flexion 26 6.4 11.3 11.5
Transformation 32 11.7 19.2 18.6
Juvenile 17 18 -
PC SL2 2.3044-0.3767*SL 0.0124*=+
2
R 0.62=
Standard length (mm)
0 5 10 15 20 25 30 35
-2.0
-1.0
0.0
1.0
2.0
PC2
Confidence interval 95%=
shape. Most of the morphometric variables
showed an inflexion point in their development
and the compound analysis showed an inflexion
length of 15.2 mm SL [CI =14-16.4]. Multivari-
ate morphometric analysis (PCA) indicated a
change in the allometric growth of ontogenetic
series evidenced by a change in the slope orienta-
tion of the PC2 versus PC1 (or SL) as stated by
Shea (1985). Relative changes in the growth of
whitemouth croaker were seen in the residuals of
allometric relations as well as in the estimated
Lm, resulting in a random distribution of residuals
of the two size groups detected (i.e., SL <Lmand
SL >Lm). These results constitute a valid estima-
tion of the length-at-metamorphosis from a mor-
phometric point of view.
172 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Figure 4. Summary of morphological events occurred throughout Micropogonias furnieri early ontogeny. A) Scheme of length
intervals per stage. Arrows show important events: 1- caudal, dorsal and anal fins occurrence (rays in formation), 2- pel-
vic fin appearance, 3- onset of squamation, 4- pectoral fin definitive set of rays, 5- barbels occurrence, 6- ending of squa-
mation process (scales in the head). B) Development of pectoral fins: a- rays in formation, b- definitive set of rays.
Illustrations taken from Weiss, 1981.
A
B
Flexion
Post flexion-
Transformation
Juvenile
Pre flexion-
611 12 18
0
2
4
6
8
10
12
14
16
18
51015
20 25 30 35
Number of pectoral rays
25
Length (mm SL)
200 mm
200 mm
a
b
1
2
34
6
5
a
b
7
Length (mm SL)
Two well-defined groups were found in the
scoring analysis (morphology): one with individ-
uals <9 mm SL and other with individuals
>16 mm SL, matching the length at which 50%
and 100% of the body shape change occurs (L50
= 9.2 mm SL and L100 =17 mm SL, respectively).
Individuals between 9 to 16 mm SL did not form
a homogeneous group probably due to they were
undergoing a shape transition. In accordance to
Weiss (1981), morpho-meristic analysis during
this length interval showed the definitive pectoral
ray’s acquisition and the onset of squamation at
11 mm and 12 mm SL, respectively. These events
occurred close to the appearance of accessory
nuclei in the otoliths (Braverman et al. 2015),
coincidently with the change in body proportions.
Finally, squamation ended at 18 mm SL approxi-
mately, when first barbels appeared and the
otolith primordium was closed (c.a. 16 mm SL,
Braverman et al. 2015).
Early in larval development, variables related
to the head showed a higher relative growth rate
than the rest of the body. A higher growth of the
anterior part of the body during the first ontoge-
netic stages has been related to feeding (Fuiman
1983; Osse et al. 1997), because an early devel-
opment and differentiation of nervous (brain),
sensorial (neuromasts, photoreceptors and olfac-
tory receptors) and digestive (mandible struc-
tures) systems would contribute to improve prey
detection and capture. Fin formation would
increase swimming efficiency and the appearance
of barbel during metamorphosis would constitute
an important character helping juveniles to colo-
nize a new habitat (settlement) and start a bottom-
oriented lifestyle.
173
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
Figure 5. Sequence of squamation (A-D) observed in Micropogonias furnieri. Different colors indicate degree of squamation,
from lesser (A) to greater (D) complexity. Boxes 1-4: details of coverage and complexity of scales throughout the body.
White arrows indicate scales position. Box 3: scheme of a scale.
1mm
1 mm
ACD
12
3
B
4
4
500 mm
1 mm
2
1
1 mm
500 mm
3
In terms of body height and pre-anal length,
larvae changed their growth rate at smaller
lengths (9-11 mm SL) while the head and the rest
of the body showed an opposite pattern changing
their growth rates at larger lengths (13-15 mm
SL). We suggest that as the head reduces its rela-
tive growth the rest of the body has to grow faster
to maintain proportions. Our findings could indi-
cate a sequence of growth for these stages of
development, giving priority first to the feeding
function and then to locomotion and predators
escape instead of digestive system development
(Osse and van den Boogaart 1995). This could be
possible because of the high digestibility of
croaker larvae’s prey (tintinnids, copepod nauplii
and small copepods, Rodríguez-Graña et al.
2018) and the powerful digestive enzymes of fish
larvae as shown in herring Clupea harengus (Ped-
ersen et al. 1987). Moreover, it has been suggest-
ed that fish larvae can utilize exogenous enzymes
from their prey to improve digestion (Lauff and
Hoffer 1984; Kolkovski et al. 1993).
174 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Figure 6. Morphological analysis of Micropogonias furnieri ontogenetic development. A) Cluster analysis of morphological cha-
racters based on Manhattan distances’ method (City-Block) with complete linkage. B) Logistic graph and function with
cumulative scores of characters with respect to length.
100
80
60
40
20
0
5101520253035
Cumulative scores (%)
Length (mm SL)
400
L50
y 100/(1 e )=+
-(0.432)*(x-9.181)
45679810
11 12 13 1415 16 17 18 20 21 23 25 27 28 29 30 31 32 36 38 41
100
80
60
40
20
0
(Dlink/Dmax)*100
A
B
The squamation process in demersal species
has been considered an indicator of transforma-
tion between larval and juvenile stages (Miller et
al. 2003), along with the process of primordium
formation in otoliths, with drastic changes in
early life history of fish as observed in Trachurus
japonicus (Xie et al. 2005) and Merluccius hubbsi
(Buratti and Santos 2010). Similar results were
reported in blennids (Ditty et al. 2003), consider-
ing a group of morphological characters in which
the ontogenetic development of different struc-
tures seemed to overlap during metamorphosis
(see also Kanou et al. 2004; Nikolioudakis et al.
2010). Those findings are consistent with the high
level of synchronization achieved in certain onto-
genetic thresholds (Balon 1984) to get to the next
step in development (e.g., from larval to juvenile
period) (Kováč 2002). Differences in timing and
developmental rates of individual characters
make difficult the recognition of thresholds that
could be in the root of the ‘saltationist-gradualist’
debate (Kováč and Copp 1999). Hence, multi-
variate approach performed in our study helps to
a better identification of thresholds based on the
degree of coincidence of changing variables.
Multivariate approach showed that develop-
mental characters studied on the whitemouth
croaker highly overlapped, even though morpho-
logical or morphometric characters could begin
the transformation at different ontogenetic times
(lengths, sensu Fuiman et al. 1998) and at differ-
ent speeds. Although not all the inflexion points
were detected at the same size, 10 morphometric
measurements demonstrated significant changes
in relative growth within a length interval similar
to that found in the study of morphological
events. Considering all the events together, it is
strongly suggested a developmental interval of 9
to 18 mm LS as the moment of greatest change in
body shape, i.e., metamorphosis.
Most marine fishes tend to spawn at specific
times and places within predictable and distinc-
tive circulation features. The most common life
history of fishes that use estuaries involves
spawning of planktonic eggs at sea and the subse-
quent recruitment to estuaries as post-larvae or
juveniles. Due to the net seaward movement of
estuarine waters, the export of early life-history
stages from estuaries has been argued to be a
major problem for estuarine spawners (Boehlert
and Mundy 1988), and the lack of retention
mechanisms has been proposed to explain why
fishes do not typically spawn inside estuaries
(e.g., Dando 1984; Haedrich 1992). Unlike most
estuaries, spawning activity is rather common in
the Río de la Plata, in which the existence of
retention mechanisms has been proposed (Acha
et al. 1999; Simionato et al. 2008; Braverman et
al. 2009). This estuary is very shallow and essen-
tially dominated by the wind. Retention process
is a consequence of the estuarine response to nat-
ural wind variability at the scale of 3-5 days act-
ing over bathymetric features (Simionato et al.
2008). Moreover, river discharge fluctuations
modulate retention variability at interannual
scales (Acha et al. 2008). Whitemouth croakers
spawn well inside the estuary at the bottom salin-
ity/turbidity front (Macchi and Christiansen
1996; Acha et al. 1999), where their larvae
remain retained (Braverman et al. 2009). Reten-
tion is by no manner a 100% effective mechanism
and recruitment success of M. furnieri shows
strong fluctuations that would be linked to the
dynamics of the estuarine waters (Acha et al.
2008). For many marine fishes habitat shifts often
occur at metamorphosis when larvae undergoes a
striking change from a pelagic, planktonic organ-
ism, to a demersal one (Werner 2002). This seems
to be the case with M. furnieri, whose smaller lar-
vae (<10 mm SL) appear at the whole water col-
umn but larger sizes (>10 mm SL) probably
undergo the settlement process inhabiting near
the bottom (Braverman et al. 2009).
During settlement, larvae and young juveniles
move from pelagic to demersal food webs with
attendant changes to their foraging success and
predation risk. However, settlement means not
only the encounter of a new array of prey and
175
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
predators, it also means a shift from a pelagic and
more dispersive stage to a demersal and more
sedentary one (Secor 2015). Retention would
improve when larvae or early juveniles remain in
the bottom boundary layer (Mann and Lazier
1996), in this way settled croakers would diminish
their chances of being exported from the estuary.
A fast metamorphosis and successful settlement
could enhance survival, and consequently improv-
ing recruitment. So identifying the processes that
allow juveniles to attain retention inside adequate
habitats is important to effectively understand
marine species population dynamics.
ACKNOWLEDGEMENTS
We are grateful to Dr Daniela Alemany and to
Dr Marina Diaz for their support and useful com-
ments on the manuscript. We also thank the
reviewers for their valuable suggestions that
helped us to improve the quality of our original
manuscript. This study was supported by Agencia
PICT 2003 no 07-13659; CONICET PIP 2009,
Universidad Nacional de Mar del Plata EXA
355/06 and by a grant from the Inter-American
Institute for Global Change Research (IAI) CRN
2076 sponsored by the US National Science
Foundation (Grant GEO-0452325). This is an
INIDEP contribution no 2143.
REFERENCES
ACHA EM, MIANZAN HW, GUERRERO RA, CAR-
RETO J, GIBERTO D, MONTOYA N, CARIGNAN
M. 2008. An overview of physical and ecolog-
ical processes in the Río de la Plata Estuary.
Cont Shelf Res. 28: 1579-1588.
ACHA EM, MIANZAN HW, LASTA CA, GUERRERO
RA. 1999. Estuarine spawning of the white-
mouth croaker Micropogonias furnieri in the
Río de la Plata, Argentina. Mar Freshwater
Res. 50: 57-65.
BALON EK. 1984. Reflections on some decisive
events in the early life of fishes. Trans Am
Fish Soc. 113: 178-185.
BALON EK. 1989. The Tao of life: from the
dynamic unity of polar opposites to self-orga-
nization. In: BRUTON MN, editor. Alternative
life-history styles of animals. Perspectives in
vertebrate science. Vol. 6. Dordrecht: Kluwer
Academic Publishers. p. 7-40.
BOEHLERT GW, MUNDY BC. 1988. Roles of
behavioral and physical factors in larval and
juveniles fish recruitment to estuarine nursery
areas. Am Fish Soc Symp. 3: 51-67.
BOGLIONE C, GIGANTI M, SELMO C, CATAUDELLA
S. 2003. Morphoecology in larval fin-fish: a
new candidate species for aquaculture, Diplo-
dus puntazzo (Sparidae). Aquacult Int. 11: 17-
41.
BRAVERMAN MS, ACHA EM, GAGLIARDINI DA,
RIVAROSSA M. 2009. Distribution of white-
mouth croaker (Micropogonias furnieri, Des-
marest 1823) larvae in the Río de la Plata estu-
arine front. Estuar Coast Shelf Sci. 82: 557-
565.
BRAVERMAN M, BROWN DR, ACHA EM. 2015.
Indirect validation of daily increments in
whitemouth croaker (Micropogonias furnieri)
larvae otoliths. Rev Invest Desarr Pesq. 26:
59-67.
BURATTI CC, SANTOS BA. 2010. Otolith
microstructure and pelagic larval duration in
two stocks of the Argentine hake, Merluccius
hubbsi. Fish Res. 106: 2-7.
CAMPANA SE, NIELSON JD. 1985. Microstructure
of fish otoliths. Can J Fish Aquat Sci. 42:
1014-1032.
CAROZZA CR, LASTA CA, RUARTE C, COTRINA CP,
MIANZAN H, ACHA EM. 2004. Corvina rubia
(Micropogonias furnieri). In: SÁNCHEZ RP,
BEZZI SI, editors. El Mar Argentino y sus
recursos pesqueros. Tomo 4. Los peces mari-
nos de interés pesquero. Caracterización
176 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
biológica y evaluación del estado de
explotación. Mar del Plata: Instituto Nacional
de Investigación y Desarrollo Pesquero
(INIDEP). p. 255-270.
COPP GH, KOVÁČ V. 1996. When do fish with
indirect development become juveniles? Can J
Fish Aquat Sci. 53: 746-752.
DANDO PR. 1984. Reproduction in estuarine fish.
In: POTTS GW, WOOTTON RJ, editors. Fish
reproduction: strategies and tactics. London:
Academic Press. p. 155-170.
DITTY JG, FUIMAN LA, SHAW RF. 2003. Charac-
terizing natural intervals of development in
fishes: an example using blennies (Teleostei:
Blenniidae). In: The big fish bang. Proceed-
ings of the 26th annual larval fish conference.
Bergen. p. 405-418.
FUIMAN LA. 1983. Growth gradients in fish lar-
vae. J. Fish Biol. 23: 117-123.
FUIMAN LA, POLING KR, HIGGS DM. 1998. Quan-
tifying developmental progress for compara-
tive studies of larval fishes. Copeia. 3: 602-
611.
FUIMAN LA, WERNER RG. 2002. Fishery science:
the unique contributions of early life stages.
Oxford: Blackwell Science Ltd. Osney Mead.
326 p.
GOVONI JJ. 2004. The development of form and
function in fishes and the question of larval
adaptation. Am Fish Soc Symp. 40: 1-7.
GOZLAN RE, COPP GH, TOURENQ JN. 1999. Com-
parison of growth plasticity in the laboratory
and field, and implications for the onset of
juvenile development in sofie, Chondrostoma
toxostoma. Environ Biol Fish. 56: 153-165.
HAEDRICH RL. 1992. Estuarine fishes. In:
KETCHUM BH, editor. Ecosystems of the
world. Estuaries and enclosed seas. Vol 26.
Amsterdam: Elsevier. p. 185-207.
HUXLEY J. 1932. Problems of relative growth.
New York: New York Dial Press.
JOLICOEUR P. 1963a. The multivariate generaliza-
tion of the allometry equation. Biometrics. 19:
497-499.
JOLICOEUR P. 1963b. The degree of generality of
robustness in Martes americana. Growth. 27:
1-27.
JUANES F, CONOVER DO. 1994. Rapid growth,
high feeding rates, and early piscivory in
young-of-the-year bluefish (Pomatomus salta-
trix). Can J Fish Aquat Sci. 51: 1752-1761.
KANOU K, KOHNO H, SANO M. 2004. Morpholog-
ical and functional development of characters
associated with settlement in the yellowfin
goby, Acanthogobius flavimanus. Ichthyol
Res. 51: 213-221.
KOLKOVSKI S, TANDLER A, KISSIL GW, GERTLER
A. 1993. The effect of dietary exogenous
digestive enzymes on ingestion, assimilation,
growth and survival of gilthead seabream
(Sparus aurata, Sparidae, Linnaeus) larvae.
Fish Physiol Biochem. 12: 203-209.
KOUMOUNDOUROS G, ASHTON C, XENIKOUDAKIS
G, GIOPANOU I, GEORGAKOPOULOU E, STICK-
LAND N. 2009. Ontogenetic differentiation of
swimming performance in Gilthead seabream
(Sparus aurata, Linnaeus 1758) during meta-
morphosis. J Exp Mar Biol Ecol. 370: 75-81.
KOVÁČ V. 2002. Synchrony and heterochrony in
ontogeny (of fish). J Theor Biol. 217: 499-507.
KOVÁČ V, COPP GH. 1999. Prelude: looking at
early development in fishes. Environ Biol
Fish. 56: 7-14.
KOVÁČ V, KATINA S, COPP GH, SIRYOVA S. 2006.
Ontogenetic variability in external morpholo-
gy and microhabitat use of spirlin Alburnoides
bipunctatus from the River Rudava (Danube
catchment). J Fish Biol. 68: 1257-1270.
LAUFF M, HOFFER R. 1984. Proteolytic enzymes
in fish development and the importance of
dietary enzymes. Aquaculture. 37: 335-346.
MACCHI GJ, CHRISTIANSEN HE. 1996. Análisis
temporal del proceso de maduración y deter-
minación de la incidencia de atresias en la
corvina rubia (Micropogonias furnieri).
Frente Marit. 16: 93-101.
MANN KH, LAZIER JRN. 1996. Dynamics of
marine ecosystems: biological-physical inter-
177
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
actions in the oceans. Malden: Blackwell Sci-
ence. 394 p.
MCCORMICK MI, MAKEY L, DUFOUR V. 2002.
Comparative study of metamorphosis in trop-
ical reef fishes. Mar Biol. 141: 841-853.
MIANZAN H, LASTA C, ACHA EM, GUERRERO R,
MACCHI GJ, BREMEC C. 2001. The Río de la
Plata Estuary, Argentina-Uruguay. In: SEEL-
IGER U, KJERFVE B, editors. Ecological stud-
ies. Coastal marine ecosystems of Latin Amer-
ica. Berlin: Springer-Verlag. p. 185-204.
MILLER MJ, NEMERSON DM, ABLE KW. 2003.
Seasonal distribution, abundance, and growth
of young-of-the-year Atlantic croaker (Micro-
pogonias undulatus) in Delaware Bay and
adjacent marshes. Fish Bull. 101 (1): 100-115.
MORALES-NIN B, ALDEBERT Y. 1997. Growth of
juvenile Merluccius merluccius in the Gulf of
Lions (NW Mediterranean) based on otolith
microstructure and length-frequency analysis.
Fish Res. 30 (1-2): 77-85.
MORIOKA S, MACHINANDIARENA L, VILLARINO
MF. 2001. Preliminary information on internal
structures of otoliths and growth of ling,
Genypterus blacodes (Ophidiidae), larvae and
juveniles collected off Argentina. Bull Japan
Soc Fish Ocean. 65 (2): 59-66.
MOSER HG. 1996. Principles and terminology.
The early stages of fishes in the California
current region. California cooperative oceanic
fisheries investigations. Atlas. 33. p. 27-44.
NIKOLIOUDAKIS N, KOUMOUNDOUROS G, KIPARIS-
SIS S, SOMARAKIS S. 2010. Defining length-at-
metamorphosis in fishes: a multi-character
approach. Mar Biol. 157: 991-1001.
OSSE JWM, VAN DEN BOOGAART JGM. 1995. Fish
larvae, development, allometric growth and
the aquatic environment. ICES Mar Sci Symp.
201: 21-34.
OSSE JWM, VAN DEN BOOGAART JGM, VAN SNIK
GMJ, VAN DER SLUYS L. 1997. Priorities dur-
ing early growth of fish larvae. Aquaculture.
155: 249-258.
PAVLOV DA. 1999. Features of transition from
larva to juvenile in fishes with different types
of early ontogeny. Environ Biol Fish. 56: 41-
52.
PEDERSEN BH, NILSSEN EM, HJELMELAND K.
1987. Variations in the content of trysin and
trysinogen in larval herring (Clupea harengus)
digesting copepod nauplii. Mar Biol. 94: 171-
181.
POTTHOFF T. 1984. Clearing and staining tech-
niques. In: LAWRENCE KS, MOSER HG,
RICHARDS WJ, COHEN DM, FAHAY MP,
KENDALL AW JR, RICHARDSON SL, editors.
Ontogeny and systematics of fishes. Special
Publication 1. American Society of Ichthyolo-
gists and Herpetologist. p. 33-37.
RODRÍGUEZ-GRAÑA L, VERA M, CERVETTO G,
CALLIARI DL. 2018. Trophic ecology of
the White Croaker (Micropogonias fur-
nieri Desmarest, 1823) and Rough Scad (Tra-
churus lathami Nichols, 1920) larvae in
the Río de la Plata Estuary. In: HOFFMEYER M,
SABATINI M, BRANDINI F, CALLIARI D, SANTI-
NELLI N, editors. Plankton ecology of the
Southwestern Atlantic. Cham: Springer. p.
349-371.
ROOKER JR, HOLT SA. 1997. Utilization of sub-
tropical seagrass meadows by newly settled
red drum (Sciaenops ocellatus): patterns of
distribution and growth. Mar Ecol Prog Ser.
158: 139-149.
SECOR HD. 2015. Migration ecology of marine
fishes. Baltimore: Johns Hopkins University
Press. 292 p.
SHEA BT. 1985. Bivariate and multivariate
growth allometry: statistical and biological
considerations. J Zool. 206: 367-390.
SIMIONATO CG, BERASATEGUI AD, MECCIA V,
ACHA EM, MIANZAN H. 2008. Short time-
scale wind forced variability in the Río de la
Plata Estuary and its role on ichthyoplankton
retention. Estuar Coast Shelf Sci. 76: 211-226.
SINQUE C. 1980. Larvas de Sciaenidae (Teleostei)
identificadas na região estuarino-lagunar de
Cananéia. Universidade do São Paulo. Bol
178 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
Zool. 5: 39-77.
SMITH PE. 1985. Year class strength and survival
of 0-group clupeoids. Can J Fish Aquat Sci.
42: 69-82.
SOGARD SM. 1991. Interpretation of otolith
microstructure in juvenile winter flounder
(Pseudopleuronectes americanus): ontogenet-
ic development, daily increment validation,
and somatic growth relationships. Can J Fish
Aquat Sci. 48: 1862-1871.
TAYLOR WR, VAN DYKE GC. 1985. Revised pro-
cedures for staining and clearing small fishes
and other vertebrates for bone and cartilage
study. Cibium. 9 (2): 107-119.
URHO L. 2002. Characters of larvae-what are
they? Folia Zool. 51: 161-186.
WEISS G. 1981. Ictioplancton del estuario de
Lagoa dos Patos, Brasil [tesis doctoral]. La
Plata: Facultad de Ciencias Naturales y Museo,
Universidad Nacional de La Plata. 164 p.
WERNER RG. 2002. Habitat requeriments In:
FUIMAN LA, WERNER RG, editors. Fishery
Science. The unique contributions of early life
stages. Oxford: Blackwell Publishing. p. 161-
182.
WILSON DT, MCCORMICK MI. 1997. Spatial and
temporal validation of settlement marks in the
otoliths of tropical reef fishes. Mar Ecol Prog
Ser. 153: 259-271.
WILSON DT, MCCORMICK MI. 1999. Microstruc-
ture of settlement-marks in the otoliths of
tropical reef fishes. Mar Biol. 134: 29-41.
XIE S, WATANABE Y, S ARUWATARI T, MASUDA R,
YAMASHITA Y, S ASSA C, KONISHI Y. 2005.
Growth and morphological development of
sagittal otoliths of larval and early juvenile
Trachurus japonicus. J Fish Biol. 66: 1704-
1719. doi: 10.1111/j.0022-1112.2005.00717.x
179
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
APPENDIX
Linear regressions of log-transformed morpho-
metric variables and residuals’ charts used to
identify changes in variables meaning changes in
individual’s shape.
180 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
-0.60
-0.40
-0.20
0.00
0.20
0.40
0.60
0.60 0.80 1.00 1.20 1.40 1.60
Log ( )ED
-0.1
0
0.1
0.2
0.6 1.1 1.6
Residuals
0.00
0.20
0.40
0.60
0.80
1.00
1.20
0.60 0.80 1.00 1.20 1.40 1.60
Log ( )HL
-0.1
-0.05
0
0.05
0.1
0.6 1.1
Residuals
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.60 0.80 1.00 1.20 1.40 1.60
Log (PreOL)
Log (SL)
-0.3
-0.2
-0.1
0
0.1
0.2
0.6 0.8 1.0 1.2 1.4 1.6
Residuals
Log(ED) 1.0316*Log(SL) 1.1279-=
R 0.9768 Isometry
2=
Log(HL) 1.0525*Log(SL) 0.5528=-
R 0.9822 Positive allometry
2=
Log(PreOL) 1.147*Log(SL) 1.2655=-
R 0.8905 Positive allometry
2=
1.6
Appendix. Continued.
181
BRAVERMAN ET AL.: METAMORPHOSIS OF MICROPOGONIAS FURNIERI
0.60 0.80 1.00 1.20 1.40 1.60
Log ( )HD1
-0.1
-0.05
0
0.05
0.1
0.6 0.8 1.0 1.2 1.4 1.6
Residuals
0.0
0.2
0.4
0.6
0.8
1.0
0.60 0.80 1.00 1.20 1.40 1.60
Log (HD2)
-0.1
-0.05
0
0.05
0.1
0.6 1.1 1.6
Residuals
0.0
0.2
0.4
0.6
0.8
1.0
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
0.60 0.80 1.00 1.20 1.40 1.60
Log ( )AD
-0.2
-0.15
-0.1
-0.05
0
0.05
0.1
0.15
0.6 1.1 1.6
Residuals
1.0
1.2
1.4
Log ( )preAL
0.8
0.4
0.6
0
0.05
Residuals
0.2 -0.05
0.6 1.0 1.6
Log(HD1) 1.0507*Log(SL) 0.6168=-
R 0.9907 Positive allometry
2
=
Log(HD2) 0.9699*Log(SL) 0.5606=-
R 0.9761 Negative allometry
2=
Log (AD) 1.22*Log (SL) 0.995=-
R 0.969 Positive allometry
2=
Log(PreAL) 1.1024*Log(LE) 0.3486=-
2=Positive allometryR 0.9921
0.0
-0.1
0.60 0.80 1.00 1.20 1.40 1.60
Log (SL)
Appendix. Continued.
182 MARINE AND FISHERY SCIENCES 33 (2): 163-182 (2020)
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
0.60 0.80 1.00 1.20 1.40 1.60
Log (MidBL)
-0.15
-0.1
-0.05
0
0.05
0.1
0.6 1.1 1.6
Residuals
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.60 0.80 1.00 1.20 1.40 1.60
Log (C )D
-0.3
-0.2
-0.1
0
0.1
0.2
0.6 1.1 1.6
Residuals
0.00
0.20
0.40
0.60
0.80
1.00
1.20
1.40
0.60 0.80 1.00 1.20 1.40 1.60
Log ( )CL
Log (SL)
-0.04
-0.02
0
0.02
0.04
0.6 0.8 1.0 1.2 1.4 1.6
Residuals
Log(MidBL) 1.1482*Log(SL) 0.7454=-
Positive allometryR 0.9811
2=
Log(CD) 1.2172*Log(SL) 1.3573=-
Positive allometryR 0.9577
2=
Log(CL) 0.9795*Log(SL) 0.146=-
Negative allometryR 0.995
2=