TY - GEN
T1 - Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas
AU - Zhao, Yuting
AU - Mohammadian, Masoud
AU - Romero, Julio
AU - Sarbazhosseini, Hamed
N1 - Publisher Copyright:
© IEEE 2022.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - configuration
KW - optimize model
KW - performance evaluation
KW - Species distribution modelling
UR - http://www.scopus.com/inward/record.url?scp=85127882504&partnerID=8YFLogxK
U2 - 10.1109/CSDE53843.2021.9718495
DO - 10.1109/CSDE53843.2021.9718495
M3 - Conference contribution
AN - SCOPUS:85127882504
SN - 9781665495530
T3 - 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021
SP - 1
EP - 5
BT - 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021
PB - IEEE, Institute of Electrical and Electronics Engineers
CY - United States
T2 - 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021
Y2 - 8 December 2021 through 10 December 2021
ER -
