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Qualitative network model outputs and code: HIMI Patagonian toothfish fishery, stock and ecosystem responses to change

This dataset contains the supplementary data and code accompanying the publication: Ward, D., Hill, N., Melbourne-Thomas, J., Welsford, D., Arangio, R., McNeill, M., Wotherspoon, S., Ziegler, P., Corney, S. (2025) Exploring mechanisms of change in a Southern Ocean fishery with a co-produced network model, ICES Journal of Marine Science.


The study aimed to elucidate likely responses of the system to change, and mechanisms by which environmental, ecological or fishery behavioural changes could affect catch rates and toothfish stocks in the Heard and McDonald Islands (HIMI) fishing area.


In the study, we co-developed a set of 128 qualitative network models of the Heard and McDonald Islands (HIMI) Patagonian toothfish fishery–stock–ecosystem interactions system with knowledge holders from industry and science. These different model versions capture different possible configurations of interactions for which the sign of the effects (positive or negative) are unknown. For each model versions, we simulated 10,000 quantitative instances of the qualitative model. We analysed these model outputs to understand 1) mean qualitative responses of system components (nodes) in 8 test scenarios (press increases in environmental, fishery, or ecosystem nodes); 2) how ‘unknown’ effect signs affected qualitative responses of key nodes to change; and 3) relationships between responses and the strength of effects originating from nodes being perturbed. Please refer to Ward et al. (2025) for more detailed description of the methodology and findings, and the README file for description of data and code contained in this repository.

Simple

Identification info

Date (Publication)
2025-05-28T00:00:00

Identifier

Title
Information and documentation - Digital object identifier system
Citation identifier
ISO 26324:2012

Code
10.25959/NAMR-VS98
Codespace
doi.org
Description
Digital Object Identifier (DOI)

Resource provider

Institute for Marine and Antarctic Studies
Private Bag 129
Hobart
Tasmania
7001
Australia

Principal investigator

CSIRO Environment - Ward, Delphi
ROR ID >

ORCID >

Principal investigator

Institute for Marine and Antarctic Studies - Hill, Nicole
University of Tasmania
ROR ID >

ORCID >

Principal investigator

Institute for Marine and Antarctic Studies - Corney, Stuart
University of Tasmania
ROR ID >

ORCID >

Collaborator

Centre for Marine Socioecology - Melbourne-Thomas, Jessica
ROR ID >

ORCID >

Collaborator

Centre for Marine Socioecology - Welsford, Dirk
ROR ID >

ORCID >

Collaborator

Austral Fisheries Pty. Ltd. - Arangio, Rhys

Collaborator

Australian Longline Pty. Ltd. - McNeill, Malcolm

Collaborator

Australian Antarctic Division - Wotherspoon, Simon
ROR ID >

ORCID >

Collaborator

Australian Antarctic Division - Ziegler, Philippe
ROR ID >

ORCID >

Credit
Fisheries Research and Development Corporation (FRDC) grant FRDC2018-133. Australian Antarctic Division.
Status
Completed

Point of contact

CSIRO Environment - Ward, Delphi
Tasmania
Australia
ROR ID >

ORCID >

Point of contact

Institute for Marine and Antarctic Studies - Corney, Stuart
University of Tasmania
Tasmania
Australia
ROR ID >

ORCID >

Point of contact

Institute for Marine and Antarctic Studies - Hill, Nicole
University of Tasmania
Tasmania
Australia
ROR ID >

ORCID >

Topic category
  • Oceans
  • Biota

Extent

N
S
E
W


Temporal extent

Time period
2017-03-01 2021-05-31
Maintenance and update frequency
Not planned
Keywords (Theme)
  • qualitative network modelling
  • QPress
  • participatory modelling
  • fisheries-ecosystem interactions
  • sustainable fisheries
Keywords (Taxon)
  • Patagonian toothfish
  • Dissostichus eleginoides
Global Change Master Directory Earth Science Keywords, Version 8.5
  • FISHERIES
  • MARINE ECOSYSTEMS
  • CLIMATE CHANGE IMPACT ASSESSMENT MODELS
AODN Geographic Extents Vocabulary
  • Global / Oceans | Global / Oceans | Southern Ocean
  • Offshore Islands (Australia) | Offshore Islands (Australia) | Heard & McDonald Islands
  • Marine Planning Regions (Australia) | Marine Planning Regions (Australia) | Kerguelen

Resource constraints

Use limitation
Data, products and services from IMAS are provided "as is" without any warranty as to fitness for a particular purpose.

Resource constraints

Other constraints
This dataset is the intellectual property of the University of Tasmania (UTAS) through the Institute for Marine and Antarctic Studies (IMAS).

Resource constraints

Linkage
https://licensebuttons.net/l/by/4.0/88x31.png

License Graphic

Title
Creative Commons Attribution 4.0 International License
Alternate title
CC-BY
Edition
4.0


>

Website
https://creativecommons.org/licenses/by/4.0/

License Text

Other constraints
Cite data as: Ward, D., Hill, N., Melbourne-Thomas, J., Welsford, D., Arangio, R., McNeill, M., Wotherspoon, S., Ziegler, P., & Corney, S. (2025). Qualitative network model outputs and code: HIMI Patagonian toothfish fishery, stock and ecosystem responses to change [Data set]. Institute for Marine and Antarctic Studies. https://doi.org/10.25959/NAMR-VS98
Language
English
Character encoding
UTF8
Supplemental Information
Ward, D., Hill, N., Melbourne-Thomas, J., Welsford, D., Arangio, R., McNeill, M., Wotherspoon, S., Ziegler, P., Corney, S., Exploring mechanisms of change in a Southern Ocean fishery with a co-produced network model, ICES Journal of Marine Science, Volume 82, Issue 7, July 2025, fsaf095. doi:0.1093/icesjms/fsaf095

Content Information

Content type
Physical measurement

Distribution Information

OnLine resource
README - description of data package [PDF]

OnLine resource
DATA ACCESS - Full download package [2.6 GB .zip]

OnLine resource
DATA ACCESS - smaller data package excluding large elements

Note: excludes dia models (/all_128_models/) - not needed to run model. Also excludes savedsims4.Rdata (/All_simulations_combined/) called for in script #4 (large filesize). For the complete data package, see link #1.

OnLine resource
Browse and selectively download files from data package

OnLine resource
Associated publication

Ward, D., Hill, N., Melbourne-Thomas, J., Welsford, D., Arangio, R., McNeill, M., Wotherspoon, S., Ziegler, P., Corney, S., Exploring mechanisms of change in a Southern Ocean fishery with a co-produced network model, ICES Journal of Marine Science, Volume 82, Issue 7, July 2025, fsaf095. doi:10.1093/icesjms/fsaf095

Resource lineage

Statement
Qualitative network models (QNMs) were co-developed through an iterative process of transdisciplinary knowledge co-production, testing and refinement. The models were created in the Dia software package, read into R, and simulated using the R package QPress.
Hierarchy level
Dataset
Hierarchy level
Dataset

Metadata

Metadata identifier
urn:uuid/b2e76be3-da91-498d-af02-13ac8a5a8b60

Language
English
Character encoding
UTF8

Distributor

Institute for Marine and Antarctic Studies - (IMAS Data Manager)
IMAS website >

Type of resource

Resource scope
Dataset
Name
IMAS Dataset level record
Metadata linkage
https://metadata.imas.utas.edu.au/geonetwork/srv/eng/catalog.search#/metadata/b2e76be3-da91-498d-af02-13ac8a5a8b60

Point of truth URL of this metadata record

Date info (Creation)
2025-05-28T00:00:00
Date info (Revision)
2025-07-03T10:39:57

Metadata standard

Title
ISO 19115-3:2018
 
 

Overviews

Spatial extent

N
S
E
W


Keywords

QPress fisheries-ecosystem interactions participatory modelling qualitative network modelling sustainable fisheries
Global Change Master Directory Earth Science Keywords, Version 8.5
CLIMATE CHANGE IMPACT ASSESSMENT MODELS FISHERIES MARINE ECOSYSTEMS

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Access to the record in catalogue
Read here the full details and access to the data.

Associated resources

Not available


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