Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas
- Resource Type
- Conference
- Authors
- Zhao, Yuting; Mohammadian, Masoud; Romero, Julio; Sarbazhosseini, Hamed
- Source
- 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Computer Science and Data Engineering (CSDE), 2021 IEEE Asia-Pacific Conference on. :1-5 Dec, 2021
- Subject
- Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Computer science
Biological system modeling
Computational modeling
Conferences
Decision making
Data engineering
Data models
species distribution modelling
configuration
optimize model
performance evaluation
- Language
Ecological modelling assists in providing better environmental protection strategy and decision-making criteria frameworks. Data sets that are collected about ecological systems and species are large and complex. This increases the difficulties in ecological species modelling. The purpose of this paper is to advance Koala distribution modelling by evaluating and providing several modelling techniques with robustness criteria operation framework, to improve modelling of Koala distribution in Australia. This paper develops and compares different modelling techniques for Koala distribution. It also discusses which models would be more suitable for a field-based implementation, based on parameters setting.