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Environmental influences on the ichthyoplankton in hypersaline estuaries located in a Semiarid Northeastern Brazilian coast

ABSTRACT

Hypersaline estuaries are commonly found in the Semiarid Northeast Brazilian coast. However, the utilization of these estuaries by early life stages of fishes is less well documented. This study aimed to evaluate the effects of environmental factors on the ichthyoplankton, and to describe their spatial and temporal variation in two estuaries (Tubarão and Casqueira). The sampling were diurnally in four excursions carried out during two dry-season months (November and December 2017) and two rainy-season months (May and July 2018). A total of 423 larvae representing 30 species (14 families) and 2,762 eggs (five families) were collected. Although the community structures were similar in both estuaries, there was strong seasonal variation, with higher abundances observed during the dry season. Low rainfall was the primary environmental driver affecting ichthyoplankton in both estuaries. Other environmental factors, such as depth, water temperature, and channel width, were also predictor variables for the distribution of eggs and larvae. The ichthyoplankton was dominated by marine estuarine-dependent species in both estuaries, accounting for 76% of individuals. The presence of the early life stages of typically marine species suggests that hypersaline environments provide important nursery areas and play an essential role for some coastal fish species.

Keywords:
Environmental factors; Larvae fish; Nursery; Salinity; Tropical estuary

RESUMO

Os estuários hipersalinos são comumente encontrados na região semiárida da costa nordestina brasileira. No entanto, a utilização desses estuários pelos primeiros estágios de vida dos peixes é pouco documentada. O objetivo deste estudo foi avaliar os efeitos de fatores ambientais sobre o ictioplâncton e descrever sua variação espacial e temporal em dois estuários (Tubarão e Casqueira). As amostragens foram diurnas em quatro excursões realizadas em dois meses da estação seca (novembro e dezembro de 2017) e dois meses da estação chuvosa (maio e julho de 2018). Um total de 423 larvas representando 30 espécies (14 famílias) e 2.762 ovos (cinco famílias) foram coletadas. Embora as estruturas das comunidades fossem semelhantes em ambos os estuários, houve fortes diferenças de variação sazonal, com maiores abundâncias observadas durante a estação seca. A baixa precipitação foi o principal fator ambiental que afetou o ictioplâncton em ambos os estuários. Outros fatores, como profundidade, temperatura da água e largura do canal, também foram preditoras para a distribuição de ovos e larvas. O ictioplâncton foi dominado por espécies marinhas dependentes em ambos os estuários, representando 76% dos indivíduos. A presença de estágios iniciais de espécies tipicamente marinhas sugere que ambientes hipersalinos fornecem áreas de berçário importantes e desempenham um papel essencial para algumas espécies de peixes costeiros.

Palavras-chave:
Berçário; Estuário tropical; Fatores ambientais; Larvas de peixes; Salinidade

INTRODUCTION

Hypersaline estuaries are complex and dynamic ecosystems that are widespread in arid and semi-arid regions (Kesaulya, Vega, 2019Kesaulya I, Vega R. Effects of hypersaline conditions on the growth and survival of larval Red Drum (Sciaenops ocellatus). Jordan J Biol Sci. 2019; 11(1):119-22.). In these estuaries, the relatively low rainfall and high evaporation rates combined with the low freshwater supply can cause hypersaline conditions, characterized by salinities that frequently exceed 40 (Castro et al., 1999Castro M, Bonecker ACT, Valentin JL. Ichthyoplankton of a permanently hypersaline coastal lagoon: Lagoa de Araruama, Brazil. Trop Ecol. 1999; 40(2):221-27.). However, despite the high salinity, these environments support a diverse fauna, including mostly juveniles of the fish species that are typically abundant throughout the estuarine system (Sales et al., 2018Sales NS, Baeta ASBV, Lima LG, Pessanha ALM. Do the shallow-water habitats of a hypersaline tropical estuary act as nursery grounds for fishes? Mar Ecol-Evol Persp. 2018; 39(1):e12473. https://doi.org/10.1111/maec.12473
https://doi.org/10.1111/maec.12473...
; Duarte et al., 2020Duarte RCS, Barros G, Milesi SV, Dias TLP. Influence of macroalgal morphology on the functional structure of molluscan community from hypersaline estuary. Hydrobiologia. 2020; 847(1):1107-19. https://doi.org/10.1007/s10750-019-04171-3
https://doi.org/10.1007/s10750-019-04171...
). The hypersaline estuaries are attractive habitats for many fish because they provide high food availability, the low abundance of predators, and the circulation patterns that favours larval stage retention in these ecosystems (Correa-Herrera et al., 2017Correa-Herrera T, Barletta M, Lima ARA, Jiménez-Segura LF, Arango-Sánchez LB. Spatial distribution and seasonality of ichthyoplankton and anthropogenic debris in a river delta in the Caribbean Sea. J Fish Biol . 2017; 90(4):1356-87. https://doi.org/10.1111/jfb.13243
https://doi.org/10.1111/jfb.13243...
).

The Northeastern Brazilian coast includes several estuarine systems, from small and large open systems, where the importance of estuaries as nursery areas for fishes is well documented (Blaber, Barletta, 2016Blaber SJM, Barletta M. A review of estuarine fish research in South America: What has been achieved and what is the future for sustainability and conservation? J Fish Biol. 2016; 89(1):537-68. https://doi.org/10.1111/jfb.12875
https://doi.org/10.1111/jfb.12875...
). Particularly, hypersaline estuaries are commonly found in the Semi-arid Northeast Coast, which have a mean annual freshwater discharge in the region of 4.3 m3s-1, and the rate of evaporation is 8.5-fold higher than the precipitation (Noriega, Araújo, 2014Noriega C, Araujo M. Carbon dioxide emissions from estuaries of northern and northeastern Brazil. Sci Rep. 2014; 4:6164. https://doi.org/10.1038/srep06164
https://doi.org/10.1038/srep06164...
). Consequently, these environments are subject to an intensification of saline intrusion, and as a result, alterations of salinity gradient. This may have important consequences not only from the direct physiological effects on fishes but also potentially change the ecological drivers of the system. This encompasses the ways organisms interact with the environment, including species reproduction, survival of eggs and larval fishes (Reynalte-Tataje et al., 2011Reynalte-Tataje DA, Nakatani K, Fernandes R, Agostinho AA, Bialetzki A. Temporal distribution of ichthyoplankton in the Ivinhema River (Mato Grosso do Sul State/Brazil): influence of environmental variables. Neotrop Ichthyol. 2011; 9(2):427-36. https://doi.org/10.1590/S1679-62252011005000017
https://doi.org/10.1590/S1679-6225201100...
; Hare, Richardson, 2014Hare JA, Richardson DE. The use of early life stages in stock identification studies. In: Cadrin SX, Kerr LA, Mariani S, editors. Stock Identification Methods, New York: Academic Press; 2014. p.329-64.). However, the utilization of hypersaline estuaries by early life stages of fishes in the Northeastern Brazilian coast is less well documented.

In this general context, it is necessary to establish that the process of the entrance of new individuals to the estuary (recruitment) is composed of several steps (e.g., larval dispersal, settlement, and post-settlement), where each step is influenced by biotic and abiotic mechanisms, leading to large variability of recruitment in space and time (Barletta-Bergan et al., 2003Barletta-Bergan A, Barletta M, Saint-Paul U, Hubold G. Seasonal changes in density, biomass, and diversity of estuarine fishes in tidal mangrove creeks of the lower Caeté Estuary (northern Brazilian coast, east Amazon). Mar Ecol Prog Ser. 2003; 256:217-28. https://doi.org/10.3354/meps256217
https://doi.org/10.3354/meps256217...
). Research suggests that recruitment is influenced by the constant shifts in environmental conditions in estuaries, resulting in estuaries having a central role in the distribution patterns and diversity of early life history stages of species (Solari et al., 2015Solari A, Jaureguizar AJ, Milessi AC, García ML. Fish assemblages in a small temperate estuary on the Argentinian coast: spatial variation, environmental influence and relevance as nursery area. Braz J Oceanogr. 2015; 63(3):181-94. https://doi.org/10.1590/S1679-87592015085106303
https://doi.org/10.1590/S1679-8759201508...
; Dourado et al., 2017Dourado ECS, Castro ACL, Sousa OV, Izquierd RC. Taxonomic caracterization and abundance of the ichthyoplankton of Itapecuru Lower (Maranhão, Brazil). Rev Espacios. 2017; 38(41):1-16. Available from: https://www.revistaespacios.com/a17v38n41/17384117.html
https://www.revistaespacios.com/a17v38n4...
). Among these environmental variables, salinity is considered the best predictor because it affects the osmotic balance of eggs and larval fish (Barletta-Bergan et al., 2005Barletta-Bergan A, Barletta M, Saint-Paul U, Hubold G. Seasonal changes in density, biomass, and diversity of estuarine fishes in tidal mangrove creeks of the lower Caeté Estuary (northern Brazilian coast, east Amazon). Mar Ecol Prog Ser. 2003; 256:217-28. https://doi.org/10.3354/meps256217
https://doi.org/10.3354/meps256217...
; Rosa et al., 2016Rosa JCL, Alberto MD, Ribas WMM, Neves MHCB, Fernandes LDA. Spatial variability in the ichthyoplankton structure of a subtropical hypersaline lagoon. Braz J Oceanogr. 2016; 64(2):149-56. https://doi.org/10.1590/S1679-87592016109406402
https://doi.org/10.1590/S1679-8759201610...
). Trends in larval fish studies have shown that species diversity steadily declines once hypersalinity is registered in estuaries due to larval survival (Sloterdijk et al., 2017Sloterdijk H, Brehmer P, Sadio O, Müller H, Doring J, Ekau W. Composition and structure of the larval fish community related to environmental parameters in a tropical estuary impacted by climate change. Estuar Coast Shelf S. 2017; 197:10-26. https://doi.org/10.1016/j.ecss.2017.08.003
https://doi.org/10.1016/j.ecss.2017.08.0...
; Kesaulya, Vega, 2019Kesaulya I, Vega R. Effects of hypersaline conditions on the growth and survival of larval Red Drum (Sciaenops ocellatus). Jordan J Biol Sci. 2019; 11(1):119-22.). This approach has been utilized to some extent in studies by Simier et al. (2004Simier M, Blanc L, Aliaume C, Diouf PS, Albaret JJ. Spatial and temporal structure of fish assemblages in an “inverse estuary”, the Sine Saloum system (Senegal). Estuar Coast Shelf S. 2004; 59(1):69-86. https://doi.org/10.1016/j.ecss.2003.08.002
https://doi.org/10.1016/j.ecss.2003.08.0...
) on the organization and dynamics of fish assemblages in the Saloum hypersaline estuary (Senegal), Kantoussan et al. (2012Kantoussan J, Ecoutin JM, Simier M, Morais LT, Laë R. Effects of salinity on fish assemblage structure: an evaluation based on taxonomic and functional approaches in the Casamance estuary (Senegal, West Africa). Estuar Coast Shelf S. 2012; 113:152-62. https://doi.org/10.1016/j.ecss.2012.07.018
https://doi.org/10.1016/j.ecss.2012.07.0...
) on the taxonomic and functional diversity of fishes in the Casamance estuary (Senegal), and Whitfield et al. (2006Whitfield AK, Taylor RH, Fox C, Cyrus DB. Fishes and salinities in the St Lucia estuarine system - a review. Rev Fish Biol Fish. 2006; 16(1):1-20. https://doi.org/10.1007/s11160-006-0003-x
https://doi.org/10.1007/s11160-006-0003-...
) for mortalities of fishes in St Lucia estuarine system recorded under high salinity (> 70) conditions.

Seasonal variability of the environmental conditions in the estuaries in the Semi-arid Northeast Coast is influenced by sparse and variable precipitation on annual patterns, and these variations can lead to a significant change in larval fish communities. Several studies have shown that lower larval fish densities and species richness in estuaries are supported by an increase of salinity, particularly during periods of reduced precipitation (Montoya-Maya, Strydom, 2009Montoya-Maya PH, Strydom NA. Description of larval fish composition, abundance and distribution in nine south and west coast estuaries of South Africa. Afr Zool. 2009; 44(1):75-92. https://doi.org/10.1080/15627020.2009.11407441
https://doi.org/10.1080/15627020.2009.11...
; Sloterdijk et al., 2017Sloterdijk H, Brehmer P, Sadio O, Müller H, Doring J, Ekau W. Composition and structure of the larval fish community related to environmental parameters in a tropical estuary impacted by climate change. Estuar Coast Shelf S. 2017; 197:10-26. https://doi.org/10.1016/j.ecss.2017.08.003
https://doi.org/10.1016/j.ecss.2017.08.0...
). There is thus considerable relation between the highest contributions of marine species in larval assemblages associated with strong saline intrusion supporting the hypothesis of a marinization. Results from Pasquaud et al. (2015Pasquaud S, Vasconcelos RP, França S, Henriques S, Costa MJ, Cabral H. Worldwide patterns of fish biodiversity in estuaries: Effect of global vs. local factors. Estuar Coast Shelf S. 2015; 154:122-28. https://doi.org/10.1016/j.ecss.2014.12.050
https://doi.org/10.1016/j.ecss.2014.12.0...
) suggest a significant increase in the occurrence and abundance of the main marine juvenile fish species was linked to the environmental changes in the estuarine area, in particular associated with increases in both water temperature and salinity. In this context, the present study focused on the distribution and abundance of eggs and larvae of fishes in two hypersaline estuaries on the Northeastern Brazilian coast, to (1) describe the composition and structure of the ichthyoplankton, and (2) analyze the influence that environmental factors, in particular salinity, have on the distribution of fish larvae in these ecosystems.

MATERIAL AND METHODS

Study area. The ichthyoplankton was collected from two estuaries (Tubarão and Casqueira) located on the Northeastern Brazilan coast (Fig. 1). The climate is semi-arid (BSh according to the Köppen-Geiger climate classification), with very low rainfall levels (average annual ≤ 650 mm) and high temperatures means (average annual ≥ 26.5 °C) throughout the year (Alvares et al., 2014Alvares CA, Stape JL, Sentelhas PC, Gonçalves JLM, Sparovek G. Köppen’s climate classification map for Brasil. Meteorol Z. 2014; 22(6):711-28. https://doi.org/10.1127/0941-2948/2013/0507
https://doi.org/10.1127/0941-2948/2013/0...
). The estuaries are in a region along the coast that corresponds to an area with the lowest amount of total annual rainfall on the Brazilian coast (annual mean rainfall ≤ 650 mm) (Diniz, Pereira, 2015Diniz MTM, Pereira VHC. Climatology of the state of Rio Grande do Norte, Brazil: active atmospheric systems and mapping of climate types. Bol Goiano Geogr. 2015; 35(3):488-506. http://dx.doi.org/10.5216/bgg.v35i3.38839
http://dx.doi.org/10.5216/bgg.v35i3.3883...
).

FIGURE 1
| Map of the two study areas, Tubarão (1) and Casqueira (2) river estuaries. The insert map indicates the sampling sites (zones) in both estuaries: Z1 = Lower zone, Z2 = Middle zone and Z3 = Upper zone.

The dry season runs from June to January, and a short rainy season occurs from February to May (Mattos et al., 2011Mattos PP, Nobre IM, Aloufa MAI. Reserva de desenvolvimento sustentável: avanço na concepção de áreas protegidas? Soc Nat. 2011; 23(3):409-22. https://doi.org/10.1590/S1982-45132011000300004
https://doi.org/10.1590/S1982-4513201100...
). The estuaries are subject to strong tidal action and have a mesotidal, semi-diurnal regime with maximum heights of 2.7 and 2.0 m for the spring and neap tides, respectively (Vital, 2008Vital H. The mesotidal barriers of Rio Grande do Norte. In: Dillenburg SR, Hesp PA, editors. Geology and geomorphology of Holocene coastal barriers of Brazil. Springer; 2008. p.289-324.). The Tubarão River estuary is located within the limits of the Ponta do Tubarão Sustainable Development Reserve (RDSEPT) (05º04’37”S 36º27’24”W) and is a 10 km long tidal channel with a depth ranging from 1.0 to 6.0 m that comprises a diversity of smaller creeks and inlets (Fig. 1). The Casqueira River estuary (05º05’37”S 36º32’21”W) main channel is approximately 20 km long, with depths ranging from 1.0 to 8.0 m (Fig. 1). Currently, this drainage basin is occupied by a few urban centers, extensive mangrove forests and intertidal sands and mudflats.

Sampling. The sampling program was conducted on four excursions carried out during two dry-season months (November and December 2017) and two rainy-season months (May and July 2018) in both estuaries. Larval fish were sampled in three zones covering all of the estuary: a lower zone (Zone 1), a middle zone (Zone 2) and an upper zone (Zone 3). Each zone was created based on distance from the mouth and channel width. Three sites were sampled in each zone of the estuaries with three replicates per excursion at each site.

At each site, prior to the collection of samples, water temperature (°C), salinity, and depth (cm) were recorded using a thermometer, an optical refractometer, and an Echotest depth sounder, respectively. The water transparency was measured with a Secchi disc (cm). Primary production was also quantified by analyzing the chlorophyll a content in the water, following the methodology proposed by Jespersen et al. (1987Jespersen AM, Christoffersen K. Measurements of chlorophyll-a from phytoplankton using ethanol as extraction solvent. Arch Hydrobiol. 1987; 109:445-54.) and Wintermans, Mots (1965Wintermans JFGM, Mots A. Spectrophotometric characteristics of chlorophylls a and b and their pheophytins in ethanol. Biochim Biophys Acta. 1965; 109(2):448-53. https://doi.org/10.1016/0926-6585(65)90170-6
https://doi.org/10.1016/0926-6585(65)901...
). Data on rainfall were obtained from Instituto Nacional de Meteorologia - INMET (http://www.inmet.gov.br/portal/), and geomorphological variables were described by distance to the mouth (defined as the distance from the sampling site to the mouth of each estuary) and channel width (defined as the horizontal distance between the estuary channel edges at each site).

Ichthyoplankton samples were collected using a conical-cylindrical plankton net (total length 1.50 m; mouth opening 60 cm; mesh size 0.2 mm). A mechanical flow meter (General Oceanic) attached to the center of the net was used to calculate the volume of filtered water. This value was used to calculate the larval density (number of larvae × 100 m-3) (Lima et al., 2015Lima ARA, Barletta M, Costa MF. Seasonal distribution and interactions between plankton and microplastics in a tropical estuary. Estuar Coast Shelf S. 2015; 165:213-25. https://doi.org/10.1016/j.ecss.2015.05.018
https://doi.org/10.1016/j.ecss.2015.05.0...
). At each sampling site, horizontal plankton hauls were done from 1.5 m water depth to the surface and performed during the day in the middle of the main channel at spring high tides All hauls were standardized in a 5 min time with a boat speed of 1.5 knots to prevent individual escape as much as possible. All samples were stored and immediately preserved in 4% formaldehyde/seawater (Barletta-Bergan et al., 2002Barletta-Bergan A, Barletta M, Saint-Paul U. Community structure and temporal variability of ichthyoplankton in North Brazilian mangrove creeks. J Fish Biol. 2002; 61:33-51. https://doi.org/10.1111/j.1095-8649.2002.tb01759.x
https://doi.org/10.1111/j.1095-8649.2002...
).

In laboratory, all eggs and larvae were identified counted and measured the total length (mm). Larval fish were identified to the lowest possible taxon and eggs at the family level, using keys by Kendall et al. (1984Kendall AWJ, Ahlstrom EH, Moser HG. Early life history stages of fishes and their characters. In: Moser HG, Richards HG, Cohen WJ, Fahay DM, Kendall AW Jr, Richardson SL, editors. Ontogeny and systematics of fish. American Society of Icthyologists and Herpetologists, 1984. p.11-22.), Fahay (1983Fahay M. Guide to the early stages of marine fishes occuring in the Western North Atlantic Ocean, Cape Hatteras to the Southern Scotian Shelf. J Northwest Atl Fish Sci. 1983; 4:1-423. https://doi.org/10.2960/J.v4.a1
https://doi.org/10.2960/J.v4.a1...
), and Richards (2006Richards WJ. Early Stages of Atlantic Fishes: an Identification Guide for the Western Central North Atlantic. Boca Raton: CRC Press; 2006.). To classify larvae in developmental stages, notochord flexion was used, and four stages were defined: Vitelline larval, pre-flexion, flexion and post-flexion according to Kendall et al. (1984) and Nakatani et al. (2001Nakatani K, Agostinho AA, Baumgartner G, Bialetzki A, Sanches A, Makrakis MC, Pavanelli CS. Ovos e larvas de peixes de água doce: Desenvolvimento e manual de identificação. Maringá: EDUEM; 2001.). Each fish species was assigned to ecological guilds based on the life history characteristics, which were developed Potter et al. (2015Potter IC, Tweedley JR, Elliott M, Whitfield AK. The ways in which fish use estuaries: a refinement and expansion of the guild approach. Fish Fish. 2015; 16(2):230-39. https://doi.org/10.1111/faf.12050
https://doi.org/10.1111/faf.12050...
).

Data analysis. Permutational analysis of variance (PERMANOVA) was used to identify significant differences in eggs and larval fish densities and environmental variables for different estuaries, zones and sampling periods (Anderson, 2001Anderson MJ. A new method for non-parametric multivariate analysis of variance. Austral Ecol. 2001; 26(1):32-46. https://doi.org/10.1111/j.1442-9993.2001.01070.pp.x
https://doi.org/10.1111/j.1442-9993.2001...
), followed by a posteriori pairwise comparison tests (Anderson et al., 2008Anderson MJ, Gorley RN, Clarke KR. PERMANOVA for PRIMER: guide to software and statistical methods. United Kingdom: Plymouth; 2008.). Three fixed factors were selected: Estuary (two levels: Tubarão and Casqueira rivers), Season (two levels: Dry and Rainy), and Zone (three levels: Z1, Z2 and Z3). A resemblance matrix of densities was calculated using Bray-Curtis coefficients. Densities and environmental variables were log-transformed. The log transformation reduces or removes the skewness of our original data. Univariate permutational analysis of variance (Univariate PERMANOVA) was used to investigate significant differences among the sites and seasons. Significant factors were further analyzed using a PERMANOVA pair-wise comparison. All univariate tests were based on Euclidean distance matrices generated from 9,999 permutations.

To evaluate the influence of environmental variables on the variability of fish data and to select the best explanatory model, we used Distance-Based Linear Models (DistLMs) (Legendre, Anderson, 1999Legendre P, Anderson MJ. Distance-based redundancy analysis: testing multispecies responses in multifactorial ecological experiments. Ecol Monogr. 1999; 69(1):1-24. https://doi.org/10.1890/0012-9615(1999)069[0001:DBRATM]2.0.CO;2
https://doi.org/10.1890/0012-9615(1999)0...
; Mcardle, Anderson, 2001McArdle BH, Anderson MJ. Fitting multivariate models to community data: a comment on distance-based redundancy analysis. Ecology. 2001; 82(1):290-97. https://doi.org/10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2), using the Akaike Information Criterion (AIC) to select the best explanatory model; models with the lowest AIC were considered the most parsimonious (Mcardle, Anderson, 2001McArdle BH, Anderson MJ. Fitting multivariate models to community data: a comment on distance-based redundancy analysis. Ecology. 2001; 82(1):290-97. https://doi.org/10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2). Distance-based redundancy analysis (dbRDA) was used to detect patterns in the spatial and temporal distribution of samples related to the predictor variables (Mcardle, Anderson, 2001McArdle BH, Anderson MJ. Fitting multivariate models to community data: a comment on distance-based redundancy analysis. Ecology. 2001; 82(1):290-97. https://doi.org/10.1890/0012-9658(2001)082[0290:FMMTCD]2.0.CO;2). Draftsman plots and correlation matrices were used to check for multicollinearity in the predictor variables, and redundant variables with correlations (r) > 0.7 were omitted. There was no evidence of collinearity between environmental variables, and the full set of 8 available variables was used in the analysis. The Pearson correlation was used for the selection of the most correlated variables (r > 0.2) from the axes of the dbRDA. All analyses were performed using the statistical package PRIMER v6 + PERMANOVA (Clarke, Gorley, 2006Clarke KR, Gorley RN. PRIMER v6: User Manual/Tutorial. PRIMER-E, United Kingdom: Plymouth; 2006.).

RESULTS

Environmental parameters. In both estuaries, salinity and transparency increased from the lower zone (Z1) to the most sheltered zone (Z3), but the depth and canal width decreased gradually (Tab. 1). The univariate PERMANOVA revealed that there were significant differences in environmental parameters between the estuaries (Pseudo-F1,183 = 11.05; P = 0.0001), their respective zones (Pseudo-F4,183 = 4.198; P = 0.0001) and the periods (Pseudo-F2,138 = 5.0973; P = 0.0001) (Tab. 2). Rainfall shows that the region has two well-defined seasons, the dry season always showed the lowest rainfall values (2.5-7.5 mm), whereas the rainy season had the highest values (45.0-60.0 mm).

TABLE 1
| Mean values and standard error of environmental parameters (± Standard error) for Tubarão and Casqueira river estuaries, Semiarid Northeastern Brazilian coast (Z1 = Lower; Z2 = Middle; Z3 = Upper).

TABLE 2
| PERMANOVA results for water temperature, transparency, depth, salinity and chlorophyll-a between Tubarão and Casqueira river estuaries, as well as in their respective dry and rain periods and their different zones. Significant values in bold.

Among the environmental variables, the univariate PERMANOVA showed that, aside from the differences in water temperature and chlorophyll-a, there were no significant differences among the factors (estuary, season and zone). In contrast, transparency, depth and salinity showed significant differences for all factors. The pairwise test for each of these three parameters showed that transparency was highest during the rainy season in the Tubarão estuary, while the highest depth and salinity values were observed in the Casqueira estuary during the rainy and dry periods, respectively (Tab. S1 ).

Abundance and taxonomic composition. Overall, a total of 2,762 fish eggs from five families were collected, and 423 fish larvae from 30 species (14 families) were identified in the two estuaries (Tab. 3). Engraulidae was the most dominant family, accounting for 61.3% of the total number of eggs collected, followed by Clupeidae (32.4%) and Achiriidae (2.65%). Carangidae, Clupeidae and Atherinopsidade were the dominant families, comprising 76.46% of the total number of larvae. The four dominant fish larvae species throughout the study area were Lile piquitinga (Schreiner & Miranda Ribeiro, 1903) (23.11%), Caranx latus Agassiz, 1831 (16.2%), Atherinella brasiliensis (Quoy & Gaimard, 1825) (12.10%) and Oligoplites saurus (Bloch & Schneider, 1801) (10.21%), and the remaining 23% of fish larvae belonged to the other 26 taxa (Tab. 3). In terms of ecological guilds, the larval fish composition was dominated by marine estuarine-dependent species (77%), followed by solely estuarine species (23%).

TABLE 3
| Number of fish larvae and fish eggs caught in both estuaries (Tubarão and Casqueira rivers) during dry (D) and rainy (R) periods. Zones (Z1 = Lower; Z2 = Middle; Z3 = Upper); EG = Ecological guild (MD = Marine estuarine dependent, ES = Estuarine solely); TL = Total length (min = minimum, max = maximum); Total (%) = % of all species combined.

In the Tubarão estuary, L. piquitinga, Achirus lineatus (Linnaeus, 1758), A. brasiliensis, O. saurus, and Anchoa januaria (Steindachner, 1879) collectively constituted 71.8% of the total fish larvae caught during the dry season, while A. brasiliensis, C. latus, O. saurus, L. piquitinga, and Oligoplites palometa (Cuvier, 1832) dominated (82.4%) during the rainy season. In the Casqueira estuary, A. brasiliensis, L. piquitinga, O. saurus, Oligoplites sp., Sardinella brasiliensis (Steindachner, 1879), and Cephalopholis cruentata (Lacepède, 1802) were the most abundant fish larvae throughout the dry season (72.0%), whereas A. brasiliensis, Mugil sp., and O. saurus made up 80% of the fish larvae in the rainy season (Tab. 3). Based on composition, fish eggs from the two estuaries did not differ between seasons, and the higher abundance during the dry season was attributable to Engraulidae and Clupeidae eggs (Tab. 3).

Spatial and temporal distributions of ichthyoplankton abundances. The results of the PERMANOVA demonstrated that the density of fish larvae differed significantly between periods (Pseudo-F1,120 = 2.7559, p = 0.0003) and estuaries (Pseudo-F1,120 = 2.8767, p = 0.0023), with no differences among zones (Pseudo-F4,120 = 1.1021, p = 0.2596). The Tubarão estuary had the highest density of larvae than Casqueira estuary, especially in its intermediate zone (Fig. 2). The same pattern was recorded in Casqueira estuary in the intermediate zone. The highest larval density was recorded in the dry period in both estuaries (Fig. 2).

FIGURE 2
| Box Plots of larvae (Ind * 100-3) and egg (Ind * 100-3) densities in three zones of each of estuaries (Tubarão and Casqueira rivers) during their dry and rainy periods. Different letters indicate significant differences (P < 0.05).

Significant differences in egg density were observed among all factors analysed: estuary (Pseudo-F1,127 = 5.3246, p = 0.0002), zone (Pseudo-F4,127 = 1.9047, p = 0.0113) and period (Pseudo-F2,127 = 11.671, p = 0.0001). The Tubarão River estuary presented the highest density of eggs, and its lower and middle zones differed from its upper zone due to their higher egg densities (Tab. S2 ). Also a significantly higher density of eggs was observed during the dry season.

Environmental influences on ichthyoplankton. The relationship between ichthyoplankton and environmental variables in both estuaries was analyzed with multiple regression analysis (DistLM). The marginal test indicated that rainfall was the key environmental factor affecting ichthyoplankton assemblages in both estuaries (Tab. 4). The results are depicted in distance-based redundancy analyses biplots and showed a temporal abundance pattern (Fig. 3).

TABLE 4
| DistLM marginal test showing the influence of environmental variables on the estuarine ichthyoplankton (Tubarão and Casqueira river estuaries, Semiarid Northeastern Brazilian coast). P-values in bold are significant. Prop. = Proportion (%).

FIGURE 3
| Distance-based redundancy analysis (dbRDA) showing distribution of eggs and larvae by influence of environmental parameters on A. Tubarão (T) and B. Casqueira river estuaries (C) during seasons (D = dry and R = rainy) and zones (Z1, Z2, Z3).

In the case of the samples from the Tubarão estuary, the first two axes of the dbRDA plot of fish larvae explained 59.7% of the total variation (Fig. 3A). The marginal test resulting from the linear model based on distance (DistLM) indicated that fish larvae in the Tubarão estuary have a significant relationship with water temperature, depth and rainfall (Tab. 4). When the factors were considered alone, rainfall explained 4.98%, depth explained 2.87% and water temperature explained 2.49% of the variation in the model. For fish eggs, the two axes of the dbRDA explained 88.25% of the observed variability (Fig. 3A); marginal tests resulting from DISTLM analysis showed that fish eggs presented significant relationships with rainfall (23%), salinity (5.54%) and transparency (5.49%) (Tab. 4).

The analysis of fish larvae in the Casqueira estuary by dbRDA explained 48.8% of the total variation (Fig. 3B). According to the DistLM marginal tests, only rainfall showed a significant relationship with the model and explained the highest proportion of variation (4.31%). On the other hand, the first two axes of the fitted model ordination explained 72.32% of the fitted variation of the structure of the fish eggs in the Casqueira Estuary (Fig. 3B). Marginal tests resulting from DISTLM analysis showed that fish eggs had significant relationships with rainfall (6.10%), channel width (4.90%) and water temperature (3.24%) (Tab. 4).

Larval development. Larvae in different developmental stages were present in different proportions between areas and estuaries. In the Tubarão estuary, vitelline larval and flexion larvae were most abundant in Z1 and Z2 in the dry period, while post-flexion larvae accounted for 60% of the total number of fish larvae collected in Z3 in the same period. Flexion and post-flexion larvae dominated in both estuaries during the rainy period. In the Casqueira estuary, it was possible to observe some substitution of developmental stages between periods, where species in the vitelline larval and flexion stages, present in both estuaries in the dry season, were replaced by a larger number of individuals in the flexion and post-flexion stages in the rainy season (Fig. 4).

FIGURE 4
| A. Percentage of larval stages of ichthyoplankton in each of zones of Tubarão River estuary (Z1: Lower, Z2: Middle, Z3: Upper) in their periods of dry (TD) and rainy (TR); B. Percentage of ichthyoplankton larval stages in each of Casqueira River estuary zones (Z1: Lower, Z2: Middle, Z3: Upper) during their dry (CD) and rainy (CR) periods.

The proportions of the development stages also changed between species. In the Tubarão estuary, L. piquitinga, a marine-dependent guild representative, was the most representative species for the overall percentage of the vitelline larval stage, while A. brasiliensis, representative of the solely-estuarine guild, was the species with the most larvae in the post-flexion stage in both estuaries (Fig. 5).

FIGURE 5
| Percentage contribution of species in Tubarão River estuary (Z1: Lower, Z2: Middle, Z3: Upper) in their periods of dry (TD) and rainy (TR). Yol = Vitelline larval; Pre = Pre-flexion; Fle = Flexion; Pos = Post-flexion.

In the Casqueira River estuary, there was a pattern of replacement of developmental stages similar to that found in the Tubarão River estuary, where the highest percentages of larvae in the dry period are in the vitelline larval and pre-flexion stages, and they are replaced by larvae in the flexion and post-flexion stages in the rainy season. In this estuary, representatives of the Clupeidae family contributed the most to the highest percentage of vitelline larval in the dry season and were replaced by O. saurus, a species that dominated the vitelline larval stage in the rainy season. In turn, A. brasiliensis was the most representative species for the most developed stages (flexion and post-flexion), especially in the rainy season (Fig. 6). This leads to the observation that, in this environment, the earlier stages of development are mostly represented by marine estuarine-dependent species, while more the developed stages are represented by species belonging to the solely-estuarine guild.

FIGURE 6
| Percentage contribution of species in Casqueira River estuary (Z1: Lower, Z2: Middle, Z3: Upper) zones in their periods of dry (CD) and rainy (CR). Yol = Vitelline larval; Pre = Preflexion; Fle = Flexion; Pos = Postflexion.

DISCUSSION

In both estuaries, the highest salinities change gradually from lower to upper zone creating a complex environmental gradient, such that regulate the ichthyoplankton structure. Although it is not well known to ichthyoplankton abundance with variations linked to landscape characteristics, in our study spatial variations of larval fish stages were also related with channel width and distance of estuary mouth. Thus, a significant increase in abundance of earlier stages of development of fishes was recorded from the lower to the upper zone of these estuaries and may be related to spatial gradient, as has been reported for others estuaries by Barletta-Bergan et al. (2005Barletta-Bergan A, Barletta M, Saint-Paul U, Hubold G. The role of salinity in structuring the fish assemblages in a tropical estuary. J Fish Biol. 2005; 66(1):45-72. https://doi.org/10.1111/j.0022-1112.2005.00582.x
https://doi.org/10.1111/j.0022-1112.2005...
), Costalago et al. (2018Costalago D, Potter P, Pattrick P, Strydom NA. Influence of environmental variables on the larval stages of anchovy, Engraulis encrasicolus, and sardine, Sardinops sagax, in Algoa. Bay, South Africa. Environ Biol Fish. 2018; 101:225-36. https://doi.org/10.1007/s10641-017-0693-z
https://doi.org/10.1007/s10641-017-0693-...
), and Ooi, Chong (2011Ooi AL, Chong VC. Larval fish assemblages in a tropical mangrove estuary and adjacent coastal waters: Offshore-inshore flux of marine and estuarine species. Cont Shelf Res. 2011; 31(15):1599-610. https://doi.org/10.1016/j.csr.2011.06.016
https://doi.org/10.1016/j.csr.2011.06.01...
). This was evident when a greater abundance was registered near the mouth zone, which decreased noticeably towards the upper zone of estuaries.

The results of our study show that the abundance and composition of estuarine early life stages of marine fishes in both estuaries were represented by a larger number of marine estuarine-dependent species, suggesting continuous inputs of larvae and eggs in these systems. The increased density of larvae of the Carangidae and Clupeidae families in our results, which are typically estuarine-dependent species, supports this hypothesis. In agreement, Costalago et al. (2018Costalago D, Potter P, Pattrick P, Strydom NA. Influence of environmental variables on the larval stages of anchovy, Engraulis encrasicolus, and sardine, Sardinops sagax, in Algoa. Bay, South Africa. Environ Biol Fish. 2018; 101:225-36. https://doi.org/10.1007/s10641-017-0693-z
https://doi.org/10.1007/s10641-017-0693-...
) concluded that the importance of estuaries as fish nurseries may result from the availability of a wide range of habitats including seagrass meadows and mangrove forests, and higher water temperatures. Indeed, many of these larvae benefit from the hypersaline estuaries on the semiarid coast of Brazil, probably as a response to higher habitat quality, whose characteristics are favorable for their development and to maximize their fitness. For example, Sales et al. (2018Sales NS, Baeta ASBV, Lima LG, Pessanha ALM. Do the shallow-water habitats of a hypersaline tropical estuary act as nursery grounds for fishes? Mar Ecol-Evol Persp. 2018; 39(1):e12473. https://doi.org/10.1111/maec.12473
https://doi.org/10.1111/maec.12473...
) registered the presence of structured habitats along the salinity gradient in the Tubarão estuary, such as mangroves or seagrass beds, which necessarily supported this premise because provide abundant food resources and refuge against predators. This confirms the importance of these shallow habitats as nursery habitats for the early life history of marine coastal fishes (Lima et al., 2018Lima CSS, Clark FJK, Sales NS, Pessanha A. Strategies of resource partitioning between two sympatric puffer fishes in a tropical hypersaline estuary, Brazil. Environ Biol Fish. 2018; 101:1105-19. https://doi.org/10.1007/s10641-018-0729-z
https://doi.org/10.1007/s10641-018-0729-...
; Sales et al., 2018; Silva et al., 2018Silva RS, Baeta ASBV, Pessanha ALM. Are vegetated areas more attractive for juvenile fish in estuaries? A comparison in a tropical estuary. Environ Biol Fish. 2018; 101:1427-42. https://doi.org/10.1007/s10641-018-0790-7
https://doi.org/10.1007/s10641-018-0790-...
).

A similar conclusion may be drawn for species belonging to the solely estuarine guild (ES), indicating that these species developed adaptations and specialized their physiological systems for the hypersaline environment (euryhalinity - broad halotolerance and halohabitat distribution) (Ooi, Chong, 2011Ooi AL, Chong VC. Larval fish assemblages in a tropical mangrove estuary and adjacent coastal waters: Offshore-inshore flux of marine and estuarine species. Cont Shelf Res. 2011; 31(15):1599-610. https://doi.org/10.1016/j.csr.2011.06.016
https://doi.org/10.1016/j.csr.2011.06.01...
). Certain members of this group, such as A. brasiliensis and A. lineatus, are typically found in various estuaries along with the Brazilian coast (positive estuaries) (Barletta-Bergan et al., 2002Barletta-Bergan A, Barletta M, Saint-Paul U. Community structure and temporal variability of ichthyoplankton in North Brazilian mangrove creeks. J Fish Biol. 2002; 61:33-51. https://doi.org/10.1111/j.1095-8649.2002.tb01759.x
https://doi.org/10.1111/j.1095-8649.2002...
; Katsuragawa et al., 2011Katsuragawa M, Zani-Teixeira ML, Gonçalo CG, Ohkawara MH, Itagaki MK. Ichthyoplankton distribution and abundance in the northern Todos os Santos and Camamu Bays, Bahia State - Brazil. Braz J Oceanogr. 2011; 59(1):97-109.; Oliveira, Pessanha, 2014Oliveira REMCC, Pessanha ALM. Fish assemblages along a morphodynamic continuum on the tropical beaches. Neotropl Ichthyol. 2014; 12(1):165-75. https://doi.org/10.1590/S1679-62252014000100018
https://doi.org/10.1590/S1679-6225201400...
), but exhibited a similar trend in these hypersaline environments (Sales et al., 2018Sales NS, Baeta ASBV, Lima LG, Pessanha ALM. Do the shallow-water habitats of a hypersaline tropical estuary act as nursery grounds for fishes? Mar Ecol-Evol Persp. 2018; 39(1):e12473. https://doi.org/10.1111/maec.12473
https://doi.org/10.1111/maec.12473...
).

In tropical regions, the inter-seasonal variability of environmental factors influences the larval fish distribution and abundance in estuaries (Pritchett, Pyron, 2012Pritchett J, Pyron M. Fish assemblages respond to habitat and hydrology in the Wabash River, Indiana. River Res Appl. 2012; 28(9):1501-09. https://doi.org/10.1002/rra.1528
https://doi.org/10.1002/rra.1528...
; Eick, Thiel, 2014Eick D, Thiel R. Fish assemblage patterns in the Elbe estuary: guild composition, spatial and temporal structure, and influence of environmental factors. Mar Biodivers 2014; 44(4):559-80. https://doi.org/10.1007/s12526-014-0225-4
https://doi.org/10.1007/s12526-014-0225-...
; Solari et al., 2015Solari A, Jaureguizar AJ, Milessi AC, García ML. Fish assemblages in a small temperate estuary on the Argentinian coast: spatial variation, environmental influence and relevance as nursery area. Braz J Oceanogr. 2015; 63(3):181-94. https://doi.org/10.1590/S1679-87592015085106303
https://doi.org/10.1590/S1679-8759201508...
). Rainfall is often identified as an important factor in determining estuarine ichthyoplankton structure (Kantoussan et al., 2012Kantoussan J, Ecoutin JM, Simier M, Morais LT, Laë R. Effects of salinity on fish assemblage structure: an evaluation based on taxonomic and functional approaches in the Casamance estuary (Senegal, West Africa). Estuar Coast Shelf S. 2012; 113:152-62. https://doi.org/10.1016/j.ecss.2012.07.018
https://doi.org/10.1016/j.ecss.2012.07.0...
). Our results are in accordance with this hypothesis. Rainfall directly influences the reproduction of species and consequently the recruitment of ichthyoplankton in tropical estuaries (Barletta-Bergan et al., 2005Barletta-Bergan A, Barletta M, Saint-Paul U, Hubold G. The role of salinity in structuring the fish assemblages in a tropical estuary. J Fish Biol. 2005; 66(1):45-72. https://doi.org/10.1111/j.0022-1112.2005.00582.x
https://doi.org/10.1111/j.0022-1112.2005...
). Strong rainfall-related patterns were also found with regard to abundance in this semi-arid environment despite the low rainfall (2.5-60 mm) in the region. This statement is supported by the results of the dbRDA. The main seasonal changes in the ichthyoplankton structure were due to variations in density of L. piquitinga, A. lineatus, A. brasiliensis, and C. latus, which probably reflects recruitment success in these systems.

Similarly, the fluctuations that the larvae life stages tended to be correlated with changes in rainfall. Hence, abundant and numerically dominated larvae in flexion and post-flexion stages probably reflect the different times of recruitment of different species and could be associated with the changes in rainfall regimes. In the current study, the largest occurrences of C. cruentata, C. latus, O. palometa, and O. saurus in flexion stage coincided with the rainy season and seemed to confirm the greater occurrence of these species in the studied area. In addition, the presence of larvae can be indicative of recent adult spawning in the area as well as the transport and retention of eggs and larvae in estuaries (Katsuragawa, Matsuura, 1992Katsuragawa M, Matsuura Y. Distribution and abundance of carangid larvae in the southeastern Brazilian Bight during 1975-1981. Bol Inst Oceanogr. 1992; 40(1-2):55-78. https://doi.org/10.1590/S0373-55241992000100005
https://doi.org/10.1590/S0373-5524199200...
). Representatives of the Carangidae family are thought to spawn in the neritic zone of the tropical northeastern Brazilian coast, but their larvae return to nursery grounds located in shallow waters (Souza, Junior, 2019Souza CS, Junior POM. Large-scale spatial and temporal variability of larval fish assemblages in the Tropical Atlantic Ocean. An Acad Bras Ciên. 2019; 91(1):e20170567. https://doi.org/10.1590/0001-3765201820170567
https://doi.org/10.1590/0001-37652018201...
). The most representative Carangid larvae were more abundant during the rainy period along the Brazilian coastal shelf area (Campos et al., 2010Campos PN, Castro MS, Bonecker ACT. Occurrence and distribution of Carangidae larvae (Teleostei, Perciformes) from the Southwest Atlantic Ocean, Brazil (12-23°S). J Appl Ichthyol. 2010; 26(6):920-24. https://doi.org/10.1111/j.1439-0426.2010.01511.x
https://doi.org/10.1111/j.1439-0426.2010...
). Most of the groups found to reproduce in coastal areas near estuaries were Carangidae and Serranidae, which were also found in our study. Other studies conducted in tropical estuaries highlight the importance of these environments as places of dispersal and growth and consequently their importance for maintaining populations and fish stocks through recruitment processes (Lima, Barletta, 2016Lima ARA, Barletta M. Lunar influence on prey availability, diet shifts and niche overlap between Engraulidae larvae in tropical mangrove creeks. J Fish Biol. 2016; 89(4):2133-52. https://doi.org/10.1111/jfb.13121
https://doi.org/10.1111/jfb.13121...
; Silva et al., 2018Silva RS, Baeta ASBV, Pessanha ALM. Are vegetated areas more attractive for juvenile fish in estuaries? A comparison in a tropical estuary. Environ Biol Fish. 2018; 101:1427-42. https://doi.org/10.1007/s10641-018-0790-7
https://doi.org/10.1007/s10641-018-0790-...
). These results, therefore, reinforce the importance of these hypersaline environments as nursery areas for fishes, especially for adults who live in the estuary and have coastal-marine origins.

In addition, based on the high numbers of Engraulidae and Clupeidae eggs in our study it would be easy to conclude recent spawning activity near the coast or in the estuaries. Most Clupeiformes (encompassing the families Clupeidae and Engraulidae) exhibit a long spawning period throughout the year and are therefore able to maintain their populations in coastal marine ecosystems (Trindade-Santos, Freire, 2015Trindade-Santos I, Freire KMF. Analysis of reproductive patterns of fishes from three large marine ecosystems. Front Mar Sci. 2015; 2:38. https://doi.org/10.3389/fmars.2015.00038
https://doi.org/10.3389/fmars.2015.00038...
; Lopes et al., 2018Lopes CA, Reynalte-Tataje DA, Nuñer APO. Reproductive dynamics of Lycengraulis grossidens (Clupeiformes: Engraulidae) and Platanichthys platana (Clupeiformes: Clupeidae) in a subtropical coastal lagoon. Braz J Biol. 2018; 78(3):477-86. https://doi.org/10.1590/1519-6984.170155
https://doi.org/10.1590/1519-6984.170155...
). Teixeira et al. (2014Teixeira SRD, Sampaio LASF, Marinho RA. Estudo biológico-pesqueiro da sardinha-bandeira, Opisthonema oglinum, no município de Cascavel, Ceará, Brasil. Arq Ciên Mar. 2014; 47(2):31-38. Available from: http://www.repositorio.ufc.br/handle/riufc/28713
http://www.repositorio.ufc.br/handle/riu...
), in their work highlighting the commercial importance of Atlantic thread herring (Opisthonema oglinum (Lesueur, 1818)) in northeastern Brazil, suggested that the spawning of this group in coastal waters occurs mainly in the dry season. In the case of representatives of the Engraulidae family, Soares et al. (2009Soares LSH, Salles ACR, Lopez JP, Muto EY, Giannini R. Pesca e produção pesqueira. In: Hatje V, Andrade JB, editors. Baía de Todos os Santos: aspectos oceanográficos. Salvador: EDUFBA; 2009. p.158-206.) and Araújo et al. (2008Araújo FG, Silva MA, Azevedo MCC, Santos JNS. Spawning season, recruitment and early life distribution of Anchoa tricolor (Spix and Agassiz, 1829) in a tropical bay in southeastern Brazil. Braz J Biol. 2008; 68(4):823-29. https://doi.org/10.1590/S1519-69842008000400018
https://doi.org/10.1590/S1519-6984200800...
) showed that August to April was the main spawning period of representatives of this family. The transport of Engraulidae and Clupeidae eggs from the marine environment into the studied estuaries is presumably related to the environmental dynamics of the region. The mesotidal semi-diurnal tidal regime and the strong influence of wind on the physical and hydrodynamic characteristics of circulation in these estuaries affect the recruitment process (Vital, 2008Vital H. The mesotidal barriers of Rio Grande do Norte. In: Dillenburg SR, Hesp PA, editors. Geology and geomorphology of Holocene coastal barriers of Brazil. Springer; 2008. p.289-324.).

Although not directly demonstrated here, it seems likely that salinity either directly or indirectly affects the distribution of ichthyoplankton in both estuaries, because our results indicate that the decrease in abundance is associated with the higher salinities in the upper zone (Zone 3). Salinity has a strong effect on larval development and survival since it is correlated with the osmoregulatory balance, influencing stress and mortality rates when larvae are subjected to a saline gradient (Schmitt, Osenberg, 1995Schmitt RJ, Osenberg CW. Detecting ecological impacts, concepts and applications in coastal habitats. USA: Academic Press; 1995.). During this phase of the life cycle, many larvae do not yet have fully developed gills or kidneys, which are considered important osmoregulatory and adaptive organs in fish. The larvae are therefore more vulnerable to more saline environments, as the amount of energy required to maintain osmoregulatory balance is greater (Sampaio, Bianchini, 2002Sampaio LA, Bianchini A. Salinity effects on osmoregulation and growth of the euryhaline flounder Paralichthys orbignyanus. J Exp Mar Biol Ecol. 2002; 269(2):187-96. https://doi.org/10.1016/S0022-0981(01)00395-1
https://doi.org/10.1016/S0022-0981(01)00...
; Oliveira, Pessanha, 2014Oliveira REMCC, Pessanha ALM. Fish assemblages along a morphodynamic continuum on the tropical beaches. Neotropl Ichthyol. 2014; 12(1):165-75. https://doi.org/10.1590/S1679-62252014000100018
https://doi.org/10.1590/S1679-6225201400...
).

Our modelling also suggests the possibility that fish larvae and eggs were significantly affected by changes in physical variables and interactions with geomorphological characteristics. The multivariate analyses revealed greater larvae and egg abundances in estuaries with higher mean channel width and depth. Notably, these characteristics have previously been identified as predictors of richness and density in estuaries because they are indicative of different strategies that guarantee egg and larvae retention in these environments (Lima et al., 2015Lima ARA, Barletta M, Costa MF. Seasonal distribution and interactions between plankton and microplastics in a tropical estuary. Estuar Coast Shelf S. 2015; 165:213-25. https://doi.org/10.1016/j.ecss.2015.05.018
https://doi.org/10.1016/j.ecss.2015.05.0...
; Rosa et al., 2016Rosa JCL, Alberto MD, Ribas WMM, Neves MHCB, Fernandes LDA. Spatial variability in the ichthyoplankton structure of a subtropical hypersaline lagoon. Braz J Oceanogr. 2016; 64(2):149-56. https://doi.org/10.1590/S1679-87592016109406402
https://doi.org/10.1590/S1679-8759201610...
). Numerous field and modeling studies also showed that physical processes alone were insufficient to explain or predict observed spatial distribution patterns (Xavier et al., 2012Xavier JHA, Cordeiro CAMM, Tenório GD, Diniz AF, Júnior EPNP, Rosa RS, Rosa IL. Fish assemblages of the Mamanguape Environmental Protection Area, NE Brazil: abundance, composition and micro-habitat availability along the mangrove-reef gradient. Neotrop Ichthyol. 2012; 10(1):109-22. https://doi.org/10.1590/S1679-62252012000100011
https://doi.org/10.1590/S1679-6225201200...
; Pasquaud et al., 2015Pasquaud S, Vasconcelos RP, França S, Henriques S, Costa MJ, Cabral H. Worldwide patterns of fish biodiversity in estuaries: Effect of global vs. local factors. Estuar Coast Shelf S. 2015; 154:122-28. https://doi.org/10.1016/j.ecss.2014.12.050
https://doi.org/10.1016/j.ecss.2014.12.0...
; Vasconcelos et al., 2015Vasconcelos RP, Henriques S, França S, Pasquaud S, Cardoso I, Laborde M, Cabral HN. Global patterns and predictors of fish species richness in estuaries. J Anim Ecol. 2015; 84(5):1331-41. https://doi.org/10.1111/1365-2656.12372
https://doi.org/10.1111/1365-2656.12372...
). Sloterdijk et al. (2017Sloterdijk H, Brehmer P, Sadio O, Müller H, Doring J, Ekau W. Composition and structure of the larval fish community related to environmental parameters in a tropical estuary impacted by climate change. Estuar Coast Shelf S. 2017; 197:10-26. https://doi.org/10.1016/j.ecss.2017.08.003
https://doi.org/10.1016/j.ecss.2017.08.0...
) indicated that the variability in the composition in hypersaline estuaries in Senegal was also driven by different combinations of environmental variables, giving rise to intra- and inter-estuary differences, an idea that corroborates the variations found in this study. In the case of channel width, Sales et al. (2018Sales NS, Baeta ASBV, Lima LG, Pessanha ALM. Do the shallow-water habitats of a hypersaline tropical estuary act as nursery grounds for fishes? Mar Ecol-Evol Persp. 2018; 39(1):e12473. https://doi.org/10.1111/maec.12473
https://doi.org/10.1111/maec.12473...
) suggested that a high abundance of fish larvae was related to an important feature of the coastal ecosystem: a permanent opening in the lower zone of the estuary, which allows the recruitment of fish larvae, mainly marine species, which spawn on the continental shelf. Other studies have also indicated a higher density of eggs and larvae in deeper areas of estuaries, as in the case of the subtropical estuary of Bahia Blanca (Uruguay) (Hoffmeyer et al., 2009Hoffmeyer MS, Menéndez MC, Biancalana F, Nizovoy AM, Torres ER. Ichthyoplankton spatial pattern in the inner shelf off Bahía Blanca Estuary, SW Atlantic Ocean. Estuar Coast Shelf S. 2009; 84(3):383-92. https://doi.org/10.1016/j.ecss.2009.07.017
https://doi.org/10.1016/j.ecss.2009.07.0...
), and in the estuarine part of Bahia de Todos Santos (Brazil), located in a tropical area (Katsuragawa et al., 2011Katsuragawa M, Zani-Teixeira ML, Gonçalo CG, Ohkawara MH, Itagaki MK. Ichthyoplankton distribution and abundance in the northern Todos os Santos and Camamu Bays, Bahia State - Brazil. Braz J Oceanogr. 2011; 59(1):97-109.).

For the Casqueira estuary, the dbRDA ordination diagram indicated a wide dispersion of samples from the upper zone compared to those from other zones, resulting from the greater abundance of larvae recorded at this site. In this case, the channel width predictor variable presented the lowest correlations with samples of this zone, according to the results of the DISTLM marginal test. The upper area of the Casqueira estuary is heterogeneous due to the mangrove roots in an area where the channel becomes narrower, which favors the retention of larvae in these environments. This supports the hypothesis that mangroves act as nurseries for species, associated with the direct relationship between the number of different habitats and food resources to be explored by larvae. It is important to highlight that the Casqueira estuary has transparent waters that expose larvae to a higher predation rate, and in the more structured environments in the upper part of the estuary, these areas would be considered predator refuge areas. Santos et al. (2017Santos RVS, Ramos S, Bonecker ACT. Environmental control on larval stages of fish subject to specific salinity range in tropical estuaries. Reg Stud Mar Sci. 2017; 13:42-53. https://doi.org/10.1016/j.rsma.2017.03.010
https://doi.org/10.1016/j.rsma.2017.03.0...
) also reported this behavior in ichthyoplankton in Saint Mark’s Bay (MA), where larvae used the innermost part of the estuary due to the greater protection provided by the less turbid waters in that ecosystem. Thus, it is noted that the particularities of each environment are also important parameters to consider when assessing patterns of composition and abundance (Pasquaud et al., 2015Pasquaud S, Vasconcelos RP, França S, Henriques S, Costa MJ, Cabral H. Worldwide patterns of fish biodiversity in estuaries: Effect of global vs. local factors. Estuar Coast Shelf S. 2015; 154:122-28. https://doi.org/10.1016/j.ecss.2014.12.050
https://doi.org/10.1016/j.ecss.2014.12.0...
; Vasconcelos et al., 2015Vasconcelos RP, Henriques S, França S, Pasquaud S, Cardoso I, Laborde M, Cabral HN. Global patterns and predictors of fish species richness in estuaries. J Anim Ecol. 2015; 84(5):1331-41. https://doi.org/10.1111/1365-2656.12372
https://doi.org/10.1111/1365-2656.12372...
).

The highest densities of Eucinostomus argenteus Baird & Girard, 1855, L. piquitinga, and A. januaria larvae were recorded in the middle and upper zones of the Tubarão estuary. These findings were likely influenced by the low depth and high water temperature reported in these zones, which acted as an environmental filter. These conditions influenced the density of these larvae in the area (especially those at the vitelline larval stage), which were not present in the upper zone of this estuary. The daily development and mortality rates of fish larvae generally increase with increasing temperatures (Cassemiro, Diniz-Filho, 2010Cassemiro FAS, Diniz-Filho JAF. Gradientes de diversidade e a Teoria Metabólica da Ecologia. Oecol Aust. 2010; 14(2):490-503. https://doi.org/10.4257/oeco.2010.1402.10
https://doi.org/10.4257/oeco.2010.1402.1...
). Changes in environmental conditions influence ecological filtering by altering the behavior, metabolism and distribution of eggs and larvae (Schmitt, Osenberg, 1995Schmitt RJ, Osenberg CW. Detecting ecological impacts, concepts and applications in coastal habitats. USA: Academic Press; 1995.). For example, a study on the development of Lates calcarifer (Bloch, 1790) indicated that temperatures higher than 26 °C influenced the development and increased the mortality rate of their larvae (Thépot, Jerry, 2015Thépot V, Jerry DR. The effect of temperature on the embryonic development of barramundi, the Australian strain of Lates calcarifer (Bloch) using current hatchery practices. Aquac Rep. 2015; 2:132-38. https://doi.org/10.1016/j.aqrep.2015.09.002
https://doi.org/10.1016/j.aqrep.2015.09....
). Furthermore, Sales et al. (2018Sales NS, Baeta ASBV, Lima LG, Pessanha ALM. Do the shallow-water habitats of a hypersaline tropical estuary act as nursery grounds for fishes? Mar Ecol-Evol Persp. 2018; 39(1):e12473. https://doi.org/10.1111/maec.12473
https://doi.org/10.1111/maec.12473...
) correlated the high abundance of juvenile fishes with the lowest depth in the Tubarão estuary.

Our results showed the importance of annual rainfall and its seasonality for the occurrence of ichthyoplankton species in hypersaline environments, and the influence of low rainfall was often correlated with temperature and other environmental factors such as transparency and depth. These results showed the high sensitivity of ichthyoplankton to environmental variations, which demonstrates their potential as a tool for assessing the effects of climate change and anthropic pressures, especially in semiarid regions. Recently, Costalago et al. (2018Costalago D, Potter P, Pattrick P, Strydom NA. Influence of environmental variables on the larval stages of anchovy, Engraulis encrasicolus, and sardine, Sardinops sagax, in Algoa. Bay, South Africa. Environ Biol Fish. 2018; 101:225-36. https://doi.org/10.1007/s10641-017-0693-z
https://doi.org/10.1007/s10641-017-0693-...
) evaluated the effects of several droughts on ichthyoplankton and their recruitment success. They found that during a drought period of approximately two years, fish larvae become significantly more abundant than they were before the drought occurred. Moreover, the presence of the early life stages of typically marine species in this environment suggests that the hypersaline environments provide important nursery areas and play an essential role for coastal fish species. The hypersaline environments of the semiarid northeastern Brazilian coast may support the success of fish recruitment processes and contribute to the adult stocks of economically valuable fish species.

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ADDITIONAL NOTES

  • HOW TO CITE THIS ARTICLE

    Badú MLAS, Lima CSS, Pessanha ALM. Environmental influences on the ichthyoplankton in hypersaline estuaries located in a Semiarid Northeastern Brazilian coast. Neotrop Ichthyol. 2022; 20(1):e210081. https://doi.org/10.1590/1982-0224-2021-0081

Edited by

Gerson Araújo

Publication Dates

  • Publication in this collection
    28 Mar 2022
  • Date of issue
    2022

History

  • Received
    20 Apr 2021
  • Accepted
    06 Dec 2021
Sociedade Brasileira de Ictiologia Neotropical Ichthyology, Núcleo de Pesquisas em Limnologia, Ictiologia e Aquicultura, Universidade Estadual de Maringá., Av. Colombo, 5790, 87020-900, Phone number: +55 44-3011-4632 - Maringá - PR - Brazil
E-mail: neoichth@nupelia.uem.br