Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas

Yuting Zhao; Masoud Mohammadian; Julio Romero; Hamed Sarbazhosseini

doi:10.1109/CSDE53843.2021.9718495

Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas

Yuting Zhao
, Masoud Mohammadian
, Julio Romero
, Hamed Sarbazhosseini

Information Systems

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

Abstract

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.

Original language	English
Title of host publication	2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781665495523
ISBN (Print)	9781665495530
DOIs	https://doi.org/10.1109/CSDE53843.2021.9718495
Publication status	Published - 2021
Event	2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021 - Brisbane, Australia Duration: 8 Dec 2021 → 10 Dec 2021

Publication series

Name	2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021

Conference

Conference	2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021
Country/Territory	Australia
City	Brisbane
Period	8/12/21 → 10/12/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Access to Document

10.1109/CSDE53843.2021.9718495

Cite this

Zhao, Y., Mohammadian, M., Romero, J., & Sarbazhosseini, H. (2021). Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas. In 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021 (pp. 1-5). (2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CSDE53843.2021.9718495

Zhao, Yuting ; Mohammadian, Masoud ; Romero, Julio et al. / Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas. 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021. United States : IEEE, Institute of Electrical and Electronics Engineers, 2021. pp. 1-5 (2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021).

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title = "Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas",

abstract = "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.",

keywords = "configuration, optimize model, performance evaluation, Species distribution modelling",

author = "Yuting Zhao and Masoud Mohammadian and Julio Romero and Hamed Sarbazhosseini",

note = "Publisher Copyright: {\textcopyright} IEEE 2022.; 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021 ; Conference date: 08-12-2021 Through 10-12-2021",

year = "2021",

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series = "2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021",

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Zhao, Y, Mohammadian, M, Romero, J & Sarbazhosseini, H 2021, Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas. in 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021. 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021, IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 1-5, 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021, Brisbane, Australia, 8/12/21. https://doi.org/10.1109/CSDE53843.2021.9718495

Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas. / Zhao, Yuting; Mohammadian, Masoud; Romero, Julio et al.
2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021. United States: IEEE, Institute of Electrical and Electronics Engineers, 2021. p. 1-5 (2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021).

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

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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 - https://www.scopus.com/pages/publications/85127882504

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

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BT - 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021

PB - IEEE, Institute of Electrical and Electronics Engineers

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Zhao Y, Mohammadian M, Romero J, Sarbazhosseini H. Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas. In 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021. United States: IEEE, Institute of Electrical and Electronics Engineers. 2021. p. 1-5. (2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2021). doi: 10.1109/CSDE53843.2021.9718495

Issues Related to Modelling and Parameter Settings of Models for Ecological Systems the Case of Distribution of Koalas

Abstract

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