Exploring the Enigmatic Spread and Spatial Dynamics of Bursatella leachii in the Mediterranean Sea
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
Bursatella leachii Distribution, Aggregation Patterns, and Spatial Structure in Mediterranean Sea
3. Results
3.1. Invasion History and Spatial–Temporal Patterns of B. leachii Distribution in the Mediterranean Sea
3.2. Aggregation Patterns and Spatial Structure
3.3. Key Characteristics of Distribution
4. Discussion
4.1. Likely Scenarios of the Invasion Process
4.2. Remarks on the Invasiveness Characteristics of B. leachii
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Analysis/ Indicator Name | Tools | Spatial Scale | Time Scale | Ecological Meaning |
---|---|---|---|---|
Temporal and spatial–temporal pattern | ||||
Occurrence increase | Cumulative curve of occurrence | Global | All years | Identification of invasion phases; progression of the invasion |
Occurrence increasing rate | Evaluation of the slopes of the cumulative curve by least squares method | Global | 1933–1966 1967–2000 2001–2024 | The rate of specimens increasing in time |
Density hotspots | Kernel density Distance radius = 313 km | Global | 1933–1966 1933–1983 1933–2000 1933–2009 1933–2017 1933–2024 | Expansion areas; nuclei of record aggregation; occurrence of persistent areas; space–time occurrence density increase; highest density areas |
Aggregation patterns and spatial structure | ||||
Spatial autocorrelation for a series of increasing distances | Incremental spatial autocorrelation (ISA) (based on Global Moran’s I) Number of distance bands = 10 | Global | All years | The distances where the clustering spatial processes are most pronounced. Distribution pattern: dispersion vs. random vs. clustering. Change in the spatial pattern over time |
Statistically significant hot spots and cold spots | Getis–Ord Gi* (GOG*) Hot spot analysis Distance band = 313 km | Local | All years | Initial and current direction of spread and identification of dispersion/settle areas |
Spatial outliers | Anselin local Moran’s I (AMI) Outlier analysis Distance band = 313 km | Local | All years | Recent records in proximity of a group of older records and vice versa |
Key characteristics of distribution | ||||
Center of gravity | Central tendency (median center) | Global | 1933–1966 1933–2000 1933–2024 | Species concentration center and its change over time |
Directional Dispersion | XStdDist, YStdDist; (km) Standard deviational ellipse (1 standard deviation) | Global | Species distribution in X and Y directions | |
Directional trends | Rotation (°) Standard deviational ellipse (1 standard deviation) | Global | Directional trend of species dispersion |
Indicator | Method | Unit | 1933–1963 | 1967–2000 | 2001–2024 |
---|---|---|---|---|---|
Central tendency | Median center | Longitude (DD) Latitude (DD) | 33.52 32.91 | 16.17 40.03 | 16.58 39.80 |
Directional dispersion | Standard deviational ellipse | XStdDist (km) YStdDist (km) | 866 182 | 1184 479 | 1256 425 |
Directional trends | Standard deviational ellipse | Rotation (°) | 123 | 104 | 94 |
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Castriota, L.; Falautano, M.; Maggio, T.; Perzia, P. Exploring the Enigmatic Spread and Spatial Dynamics of Bursatella leachii in the Mediterranean Sea. Biology 2025, 14, 133. https://doi.org/10.3390/biology14020133
Castriota L, Falautano M, Maggio T, Perzia P. Exploring the Enigmatic Spread and Spatial Dynamics of Bursatella leachii in the Mediterranean Sea. Biology. 2025; 14(2):133. https://doi.org/10.3390/biology14020133
Chicago/Turabian StyleCastriota, Luca, Manuela Falautano, Teresa Maggio, and Patrizia Perzia. 2025. "Exploring the Enigmatic Spread and Spatial Dynamics of Bursatella leachii in the Mediterranean Sea" Biology 14, no. 2: 133. https://doi.org/10.3390/biology14020133
APA StyleCastriota, L., Falautano, M., Maggio, T., & Perzia, P. (2025). Exploring the Enigmatic Spread and Spatial Dynamics of Bursatella leachii in the Mediterranean Sea. Biology, 14(2), 133. https://doi.org/10.3390/biology14020133