Spatio-Temporal Variability of the Habitat Suitability Index for Chub Mackerel (Scomber Japonicus) in the East/Japan Sea and the South Sea of South Korea
Abstract
:1. Introduction
2. Materials and Methods
2.1. Fishery Data
2.2. Satellite Dataset
2.3. Habitat Suitability Index Model
3. Results
3.1. Preferred Environmental Conditions of the Chub Mackerel
3.2. Habitat Suitability Index Model Derivation
3.3. Habitat Suitability Index Model Evaluation
4. Discussion
4.1. Environmental Factors Affecting the Chub Mackerel
4.2. Seasonal Distribution of the HSI
4.3. Hotspot Analysis of the HSI
5. Summary and Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Year | Reported Catches | No. of Matchable Catches |
---|---|---|
2010 | 991 | 457 |
2012 | 789 | 336 |
2013 | 609 | 246 |
2014 | 809 | 277 |
2015 | 1715 | 586 |
2016 | 1144 | 407 |
Total | 6057 | 2309 |
Variables | SI Models | RMSE | R2 |
---|---|---|---|
SST | exp (−0.3034(XSST − 16.3)2) | 0.1440 | 0.6480 |
Chl-a | exp(−6.963(ln(XChl) + 0.8782)2) | 0.0478 | 0.9325 |
PP | exp(−0.00007347(XPP − 659.3)2) | 0.1211 | 0.8253 |
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Lee, D.; Son, S.; Kim, W.; Park, J.M.; Joo, H.; Lee, S.H. Spatio-Temporal Variability of the Habitat Suitability Index for Chub Mackerel (Scomber Japonicus) in the East/Japan Sea and the South Sea of South Korea. Remote Sens. 2018, 10, 938. https://doi.org/10.3390/rs10060938
Lee D, Son S, Kim W, Park JM, Joo H, Lee SH. Spatio-Temporal Variability of the Habitat Suitability Index for Chub Mackerel (Scomber Japonicus) in the East/Japan Sea and the South Sea of South Korea. Remote Sensing. 2018; 10(6):938. https://doi.org/10.3390/rs10060938
Chicago/Turabian StyleLee, Dabin, SeungHyun Son, Wonkook Kim, Joo Myun Park, Huitae Joo, and Sang Heon Lee. 2018. "Spatio-Temporal Variability of the Habitat Suitability Index for Chub Mackerel (Scomber Japonicus) in the East/Japan Sea and the South Sea of South Korea" Remote Sensing 10, no. 6: 938. https://doi.org/10.3390/rs10060938
APA StyleLee, D., Son, S., Kim, W., Park, J. M., Joo, H., & Lee, S. H. (2018). Spatio-Temporal Variability of the Habitat Suitability Index for Chub Mackerel (Scomber Japonicus) in the East/Japan Sea and the South Sea of South Korea. Remote Sensing, 10(6), 938. https://doi.org/10.3390/rs10060938