[Application of species distribution models in the prediction of marine potential habitat: A review]. / ç©ç§åå¸æ¨¡åå¨æµ·æ´æ½å¨çå¢é¢æµçåºç¨ç 究è¿å±.
Ying Yong Sheng Tai Xue Bao
; 28(6): 2063-2072, 2017 Jun 18.
Article
in Zh
| MEDLINE
| ID: mdl-29745172
ABSTRACT
The relationship between the distribution of halobios and environmental variables has been a focus of present research in marine ecology. Species distribution models (SDMs) have been widely employed to predict the distribution patterns and potential habitat suitability assessments of marine species and provide an efficient approach for marine biodiversity conservation, invasive species prevention, and fishery management. SDMs mainly include habitat suitability index models, mechanism models, and statistical models. In this paper, the theoretical basis of SDMs was firstly concluded and summarized. Next, the exploitation and case-studies of SDMs, especially the statistical models, for predicting potential distribution of marine species were reviewed. Then, comparisons of various methods for variable selection and model validation were made. Conclusions could be drawn that Akaike information criterion showed excellent performance when it came to variable selection, while Kappa coefficient and Area Under receiver operating character Curve (AUC) were widely used in relation to model validation. Finally, problems and prospects of SDMs were discussed. With the development of research on physiological characteristics, using mechanism models to predict potential habitats of halobios would become a trend.
Key words
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Main subject:
Ecosystem
/
Conservation of Natural Resources
Type of study:
Prognostic_studies
/
Risk_factors_studies
Language:
Zh
Journal:
Ying Yong Sheng Tai Xue Bao
Journal subject:
SAUDE AMBIENTAL
Year:
2017
Document type:
Article
Affiliation country:
China