
Ecological Model Types
Theories and Applications
- 2nd Edition - June 1, 2025
- Imprint: Elsevier
- Editors: Young-Seuk Park, Sovan Lek
- Language: English
- Hardback ISBN:9 7 8 - 0 - 4 4 3 - 3 6 3 0 4 - 7
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 3 6 3 0 5 - 4
Ecological Model Types: Theories and Applications, Second Edition presents an understanding of how to quantitatively analyze complex and dynamic ecosystems with the tools availa… Read more

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Request a sales quote- Discusses modelling theory and application
- Illustrates process-based models as well as machine learning models
- Explains practical guides to apply models
2. Biocheochemical models
3. Dyanmic population model
4. Structurally Dynamic Models (SDMs)
5. Ecotoxicological Models
6. Biogeochemical Models
7. Steady State Models
8. Individual based model
9. Fugacity Models
10. Earth's surface model
11. Coastal Ecosystem Modeling in the Context of Climate Change An Overview With Case Studies
12. Network model: Econet Part II: Data-driven models
13. Artificial Neural Networks Multilayer Perceptron for Ecological Modelling
14. Tree-based models
15. Support vector machines
16. Deep learning
17. Ensemble modelling
18. Species distribution models
19. Ecological models in aquatic ecosystems
- Edition: 2
- Published: June 1, 2025
- No. of pages (Hardback): 470
- Imprint: Elsevier
- Language: English
- Hardback ISBN: 9780443363047
- eBook ISBN: 9780443363054
YP
Young-Seuk Park
SL
Sovan Lek
In Fish Community Ecology, his research concerns the biodiversity and the spatial distribution of fish according to the environmental characteristics and the response of fish community to the human disturbances, especially land-use, hydromorphology, climate warming. The distribution of fish is considered according to the scale of variation, varying from local to regional and global scales, in relationship with the environmental variables.
In Ecological Modelling, he is mainly interested in the use of machine learning techniques. He is also familiar with the uses of classical modelling techniques like classical statistic methods (multiple linear regression, multi-variate analyses ) and modern statistical methods (CART, GAM, PLS ).
He has participated in several EU projects in the fields of Ecology and Global changes. He also participated in bilateral projects with several Asian countries. He is an editorial member of Ecological Modelling and associate editor of Ecological Informatics.