Characterizing the Norway Lobster Nephrops norvegicus (L., Homarida: Decapoda) Maturity of Males in the Mediterranean Sea: Morphological and Physiological Aspects
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Sampling and Biological Data Collection
2.2. Analysis of Gonado-Somatic Index (GSI%) Evolution Among Sampled Seasons
2.3. Population Size-Structure and Allometric Growth Equation
2.4. Macroscopic Observation of Reproductive System and Histological Procedure
2.5. Measurements of Secondary Sexual Characteristics
2.6. Statistical Analyses
3. Results
3.1. Gonado-Somatic Index, Populations Size-Structure and Allometric Growth
3.2. Primary Sexual Characteristics Analysis
General Anatomy of the Male Reproductive System
3.3. Histology
3.4. Statistical Analysis
Segmented Regression Analysis
4. Discussions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Category | Package | Function/Use |
|---|---|---|
| Base statistical environment | stats (base package) | Core functions for linear models (lm()), ANOVA (aov()), t-tests (t.test()), correlation, and descriptive statistics |
| Segmented regression | segmented | Estimation of breakpoints and segmented (piecewise) regression models; includes the Davies’ test for slope change significance |
| Regression diagnostic and ANOVA validation | car | Levene’s test for homogeneity of variance (leveneTest()), and type-II/III ANOVA (Anova()) |
| Robust and generalized regression | MASS | Robust linear models (rlm()), generalized linear models, and support for diagnostic statistics |
| Data manipulation | dplyr | Data filtering, transformation, and summarization for morphometric and biometric datasets |
| Data visualization | ggplot2 | Graphical visualization of morphometric relationships, segmented regressions, and descriptive plots |
| Descriptive statistics | psych | Summary and descriptive functions for biological and morphometric variables |
| Relationship | n | CL Range (mm) (Mean ± SD) | BP (±SE) (mm CL) | Intercept | Slope (Before BP) | Intercept | Slope (After BP) | R2 | Davies’ Test (p) |
|---|---|---|---|---|---|---|---|---|---|
| WAM–CL | 687 | 16.6–68.6 (36.3 ± 10.12) | 27.70 ± 2.09 | –0.45 | 0.065 | –1.63 | 0.146 | 0.88 | 0.0049 *** |
| LAM–CL | 687 | 16.6–68.6 (36.3 ± 10.12) | 33.58 ± 0.93 | –1.32 | 0.218 | –7.37 | 0.402 | 0.92 | <2.2 × 10−16 *** |
| PL–CL | 188 | 16.6–68.6 (27.9 ± 8.36) | 36.24 ± 0.69 | –3.87 | 0.295 | –9.30 | 0.621 | 0.91 | <2.2 × 10−16 *** |
| Geographical Area | SOM (CL, mm) | Method | Reference |
|---|---|---|---|
| NE Atlantic Ocean | |||
| North Shields area (North Sea) | 30.0 | Histology (VD) | [65] |
| Irish Sea | 26.5 | Allometry (LAM) | [66] |
| W Irish Sea | 15.1 | Histology (VD) | [1] |
| 25.5–26.3 (MATURE); 24.3–26.9 (RMA) | Allometry (LAM) | ||
| Clyde (Scottish waters) | 27.48 (S) | Allometry (LAM) | [4] |
| Fladen (Scottish waters) | 41.12 (S) | ||
| North Minch (Scottish waters) | 31.88 (S) | ||
| Noup (Scottish waters) | 43.2 (S) | ||
| Sound of Jura (Scottish waters) | 22.77 (S) | ||
| Stanton Banks (Scottish waters) | 36.04 (S) | ||
| Moray Firth (Scottish waters) | 30.14 (S) | ||
| Firth of Clyde (Scottish waters) | 29.0–46.3 (LSR); 24.0–46.3 (RMA) | Allometry (CrL) | [67] |
| Mediterranean Sea | |||
| Off Ancona (Italy, N Adriatic) | 41.67 (LAM, S); 42.82 (WAM, S) | Allometry (LAM, WAM) | [15] |
| Pomo/Jabuk Pits (Croatia, N Adriatic) | 24.33 (LAM, S); 25.39 (WAM, S) | Allometry (LAM, WAM) | [15] |
| Sardinian seas (Italy) | 23.5 | Histology (VD) | Present study |
| 18.3 | Histology (T) | ||
| 33.53 (LAM, S) | Allometry (LAM, WAM, PL) | ||
| 27.7 (WAM, S) | |||
| 36.24 (PL, S) |
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Porcu, C.; Pascale, N.; Bellodi, A.; Carbonara, P.; Cau, A.; Demurtas, R.; Mulas, A.; Follesa, M.C. Characterizing the Norway Lobster Nephrops norvegicus (L., Homarida: Decapoda) Maturity of Males in the Mediterranean Sea: Morphological and Physiological Aspects. Animals 2025, 15, 3478. https://doi.org/10.3390/ani15233478
Porcu C, Pascale N, Bellodi A, Carbonara P, Cau A, Demurtas R, Mulas A, Follesa MC. Characterizing the Norway Lobster Nephrops norvegicus (L., Homarida: Decapoda) Maturity of Males in the Mediterranean Sea: Morphological and Physiological Aspects. Animals. 2025; 15(23):3478. https://doi.org/10.3390/ani15233478
Chicago/Turabian StylePorcu, Cristina, Noemi Pascale, Andrea Bellodi, Pierluigi Carbonara, Alessandro Cau, Riccardo Demurtas, Antonello Mulas, and Maria Cristina Follesa. 2025. "Characterizing the Norway Lobster Nephrops norvegicus (L., Homarida: Decapoda) Maturity of Males in the Mediterranean Sea: Morphological and Physiological Aspects" Animals 15, no. 23: 3478. https://doi.org/10.3390/ani15233478
APA StylePorcu, C., Pascale, N., Bellodi, A., Carbonara, P., Cau, A., Demurtas, R., Mulas, A., & Follesa, M. C. (2025). Characterizing the Norway Lobster Nephrops norvegicus (L., Homarida: Decapoda) Maturity of Males in the Mediterranean Sea: Morphological and Physiological Aspects. Animals, 15(23), 3478. https://doi.org/10.3390/ani15233478

