Trends in Reproductive Indicators of Green and Hawksbill Sea Turtles over a 30-Year Monitoring Period in the Southern Gulf of Mexico and Their Conservation Implications
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Data Preprocessing
2.3. Trends of Nesting Abundance
2.4. Carapace Length Distributions
2.5. Clutch Size, Hatching, and Emergence Success
2.6. Statistical Analysis
3. Results
3.1. Trends in Nest Abundance
3.2. Carapace Length Distributions
3.3. Temporal Distribution of Clutch Size, Hatching, and Emergence Success
4. Discussion
4.1. Trends in Nest Abundance
4.2. Carapace Length Distribution through Time
4.3. Clutch Size, Hatching, and Emergence Success
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Nesting Beach | Hawksbill | Green |
---|---|---|
Number of Nests | Number of Nests | |
(Mean ± S. D.) | (Mean ± S. D.) | |
(Range) | (Range) | |
Cayos Arcas | ---No nesting records | 369.76 ± 240.84 |
(64–956) | ||
Celestún | 246.22 ± 124.92 | 1.41 ± 3.78 |
(38–526) | (0–16) | |
El Cuyo | 405.56 ± 183.49 | 1134.41 ± 1629.78 |
(67–818) | (31–6679) | |
Hobox | 514.84 ± 302.11 | 202.50 ± 238.01 |
(67–1409) | (4–915) | |
Isla Aguada | 250.41 ± 120 | 1400.31 ± 1747.01 |
(124–655) | (38–5974) | |
Lechuguillas | 1.7 ± 1.16 | 2460.29 ± 2888.12 |
(0–4) | (61–11,044) | |
San Lorenzo | 85.89 ± 72.52 | No nesting records |
(19–365) |
N Nest as Function of s (Season, by = Beach) + Beach (Negative Binomial) | ||||
---|---|---|---|---|
Hawksbill Turtle | ||||
Estimate | Std Error | z Value | Pr (>|t|) | |
Intercept | 5.444081 | 0.05783 | 94.081 | <2 × 10−16 *** |
El Cuyo | 0.50269 | 0.08143 | 6.173 | 6.69 × 10−10 *** |
Holbox | 0.68002 | 0.08138 | 8.356 | <2 × 10−16 *** |
Isla Aguada | 0.03654 | 0.08172 | 0.447 | 0.655 |
San Lorenzo | −1.07578 | 0.09144 | −11.764 | <2 × 10−16 *** |
R-sq (adj) = 0.782 | Deviance explained = 85.2% | REML = 942 | Scale est. = 1 | n = 156 |
N Nest as Function of s (Season, by = Beach) + Beach (Negative Binomial, Link = Log) | ||||
---|---|---|---|---|
Chelonia mydas | ||||
Estimate | Std Error | t Value | Pr (>|t|) | |
Cayo Arcas | 5.4049 | 0.2735 | 19.762 | <2 × 10−16 *** |
El Cuyo | 1.0033 | 0.2995 | 3.350 | 0.000809 *** |
Holbox | −0.5224 | 0.2999 | −1.742 | 0.081529 |
Isla Aguada | 1.2739 | 0.2995 | 4.253 | 2.11 × 10− 5 *** |
Lechuguillas | 1.9379 | 0.3040 | 6.374 | 1.84 × 10−10 *** |
R-sq. (adj) = 0.651 | Deviance explained = 79.05% | REML = 1011.5 | Scale est. = 1 | n = 141 |
Nesting Site | Female Size (CCLmin, cm) | Clutch Size (Egg Number) | Hatching Success (%) | Emergence Success (%) | Study Period | |
---|---|---|---|---|---|---|
Hawksbill Turtle | ||||||
Celestún | Mean | 89.15 | 131.34 | 83.36 | 77.68 | 1995–2021 |
S.D. | 5.20 | 31.87 | 25.14 | 30.39 | ||
Range | 70–110 | 33–193 | 0–100 | 0–100 | ||
N | 1298 | 4236 | 4236 | 4236 | ||
El Cuyo | Mean | 90.01 | 136.69 | 80.98 | 74.24 | 1995–2021 |
S.D. | 5.10 | 32.84 | 25.92 | 31.75 | ||
Range | 67–120 | 33–193 | 0–100 | 0–100 | ||
N | 2734 | 5202 | 5202 | 5202 | ||
Holbox | Mean | 88.72 | 121.17 | 91.72 | 87.00 | 1990–2021 |
S.D. | 4.75 | 33.30 | 22.75 | 28.25 | ||
Range | 67–109 | 33–193 | 0–100 | 0–100 | ||
N | 1721 | 7436 | 7436 | 7436 | ||
Isla Aguada | Mean | 89.99 | 128.25 | 56.24 | 40.84 | 1998–2021 |
S.D. | 5.51 | 32.10 | 30.92 | 34.27 | ||
Range | 69.6–113 | 34–193 | 0–100 | 0–100 | ||
N | 1669 | 3270 | 3270 | 3270 | ||
Lechuguillas | Mean | 104 | 94.5 | 94.09 | 93.08 | 2018 |
S.D. | 4 | 6.36 | 2.64 | 1.21 | ||
Range | 100–108 | 90–99 | 92.22–95.95 | 92.22–93.93 | ||
N | 3 | 2 | 2 | 2 | ||
San Lorenzo | Mean | 84.63 | 146.05 | 61.59 | 58.37 | 2003–2016 |
S.D. | 5.15 | 30.48 | 23.33 | 22.84 | ||
Range | 71.08–98 | 60–193 | 1.18–100 | 0–93.57 | ||
N | 141 | 220 | 220 | 220 | ||
Green turtle | ||||||
Cayos Arcas | Mean | 103.19 | 116.64 | 71.56 | 58.29 | 2002–2014 |
S.D. | 5.17 | 20.62 | 28.26 | 34.80 | ||
Range | 76.9–116.34 | 56–153 | 0–100 | 0–100 | ||
N | 505 | 427 | 427 | 427 | ||
Celestún | Mean | 105.94 | 116.89 | 79.90 | 76.88 | 1995–2021 |
S.D. | 8.55 | 19.97 | 17.21 | 21.16 | ||
Range | 90.76–115.35 | 71–152 | 7.84–100 | 3.92–100 | ||
N | 6 | 19 | 19 | 19 | ||
El Cuyo | Mean | 103.72 | 110.27 | 89.40 | 86.43 | 1995–2021 |
S.D. | 6.25 | 19.81 | 16.71 | 20.80 | ||
Range | 80.9–124.05 | 54–153 | 0–100 | 0–100 | ||
N | 3386 | 5476 | 5476 | 5476 | ||
Holbox | Mean | 103.13 | 113.05 | 91.20 | 88.08 | 1990–2021 |
S.D. | 5.59 | 19.99 | 17.62 | 21.59 | ||
Range | 85.85–124.21 | 54–153 | 0–100 | 0–100 | ||
N | 532 | 1335 | 1335 | 1335 | ||
Isla Aguada | Mean | 105.66 | 106.52 | 65.31 | 52.26 | 1998–2021 |
S.D. | 5.38 | 20.05 | 26.01 | 33.77 | ||
Range | 78.1–124 | 54–153 | 0–100 | 0–100 | ||
N | 7184 | 12720 | 12720 | 12720 | ||
Lechuguillas | Mean | 103.95 | 101.81 | 84.09 | 81.19 | 1995–2021 |
S.D. | 5.45 | 18.54 | 19.81 | 22.65 | ||
Range | 85–122.94 | 54–154 | 0–100 | 0–100 | ||
N | 1746 | 26,110 | 26,110 | 26,110 |
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López-Castro, M.C.; Cuevas, E.; Guzmán Hernández, V.; Raymundo Sánchez, Á.; Martínez-Portugal, R.C.; Reyes, D.J.L.; Chio, J.Á.B. Trends in Reproductive Indicators of Green and Hawksbill Sea Turtles over a 30-Year Monitoring Period in the Southern Gulf of Mexico and Their Conservation Implications. Animals 2022, 12, 3280. https://doi.org/10.3390/ani12233280
López-Castro MC, Cuevas E, Guzmán Hernández V, Raymundo Sánchez Á, Martínez-Portugal RC, Reyes DJL, Chio JÁB. Trends in Reproductive Indicators of Green and Hawksbill Sea Turtles over a 30-Year Monitoring Period in the Southern Gulf of Mexico and Their Conservation Implications. Animals. 2022; 12(23):3280. https://doi.org/10.3390/ani12233280
Chicago/Turabian StyleLópez-Castro, Melania C., Eduardo Cuevas, Vicente Guzmán Hernández, Ángeles Raymundo Sánchez, Rosa C. Martínez-Portugal, Diana J. Lira Reyes, and Jorge Ángel Berzunza Chio. 2022. "Trends in Reproductive Indicators of Green and Hawksbill Sea Turtles over a 30-Year Monitoring Period in the Southern Gulf of Mexico and Their Conservation Implications" Animals 12, no. 23: 3280. https://doi.org/10.3390/ani12233280
APA StyleLópez-Castro, M. C., Cuevas, E., Guzmán Hernández, V., Raymundo Sánchez, Á., Martínez-Portugal, R. C., Reyes, D. J. L., & Chio, J. Á. B. (2022). Trends in Reproductive Indicators of Green and Hawksbill Sea Turtles over a 30-Year Monitoring Period in the Southern Gulf of Mexico and Their Conservation Implications. Animals, 12(23), 3280. https://doi.org/10.3390/ani12233280