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Analysis of eReefs water quality scenarios to assess implications of land management for the CoTS initiation zone

R scripts and data files used to process, analyse and visualise eReefs catchment counter-factual scenario model data for the paper, "Kroon, Frederieke J., Joseph R. Crosswell, and Barbara J. Robson. The effect of catchment load reductions on water quality in the crown-of-thorn starfish outbreak initiation zone. Marine Pollution Bulletin 195 (2023): 115255."


Four R scripts are included:



cots1.R extracts all data from the eReefs model scenario outputs and produces an R data file for each scenario. These intermediate data files are not provided but can be re-created using this script and the original eReefs model data.


cots_reprocess.R puts all six scenarios into one combined dataframe and produces daily_values_all_scenarios3.rda or daily_values_all_scenarios3_large.rda, depending on settings. These intermediate data files are not provided.


ccip_salinity.R extracts salinity from the baseline scenario and adds it to the dataframe for all scenarios, producing daily_values_all_scenarios4.rda or daily_values_all_scenarios4_large.rda, depending on settings. These final data files are provided.


cots_analysis.R produces the figures and tables used in the manuscript.



Data used come from eReefs model counter-factual scenarios produced by CSIRO and available from https://dapds00.nci.org.au/thredds/catalogs/fx3/catalog.html

Simple

Identification info

Date (Revision)
2024-10-17T00:00:00

Publisher

Australian Institute of Marine Science (AIMS) - ()
PRIVATE MAIL BAG 3, TOWNSVILLE MAIL CENTRE
TOWNSVILLE
Queensland
4810
Australia
+61 7 4753 4444
AIMS Web Site >

Owner

Australian Institute of Marine Science (AIMS) - ()
PRIVATE MAIL BAG 3, TOWNSVILLE MAIL CENTRE
TOWNSVILLE
Queensland
4810
Australia
+61 7 4753 4444
AIMS Web Site >

Website
AIMS Web Site

Website
AIMS Web Site

Credit
Robson, B
Credit
COTS Control Innovation Program, Great Barrier Reef Foundation, Australia
Credit
Australian Institute of Marine Science (AIMS), Australia
Credit
Kroon, F
Credit
Crosswell, J
Credit
CSIRO Environment, Australia
Status
Completed

Principal investigator

Australian Institute of Marine Science (AIMS) - Kroon F ()
PRIVATE MAIL BAG 3, TOWNSVILLE MAIL CENTRE
TOWNSVILLE
Queensland
4810
Australia
+61 7 4753 4444
AIMS Web Site >

Point of contact

Australian Institute of Marine Science (AIMS) - AIMS Data Centre ()
PRIVATE MAIL BAG 3, TOWNSVILLE MAIL CENTRE
TOWNSVILLE
Queensland
4810
Australia
+61 7 4753 4444
AIMS Web Site >

Temporal resolution
P1Y0M0DT0H0M0S
Topic category
  • Oceans

Extent

Description
CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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Extent

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CoTS initiation zone
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CoTS initiation zone
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Extent

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CoTS initiation zone
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Extent

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CoTS initiation zone
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Extent

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CoTS initiation zone
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CoTS initiation zone
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CoTS initiation zone
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Extent

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CoTS initiation zone
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Extent

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CoTS initiation zone
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CoTS initiation zone
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Extent

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CoTS initiation zone
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Extent

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CoTS initiation zone
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CoTS initiation zone
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Extent

Description
CoTS initiation zone
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Extent

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CoTS initiation zone
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CoTS initiation zone
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Description
CoTS initiation zone
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Extent

Description
CoTS initiation zone
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Extent

Description
CoTS initiation zone
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Extent

Description
Collective resources start and end dates

Temporal extent

Time position
2010-12-01
Time position
2019-02-28
Maintenance and update frequency
Not planned
AODN Discovery Parameter Vocabulary
  • Concentration of chlorophyll per unit volume of the water body
  • Practical salinity of the water body
  • Concentration of dissolved inorganic nitrogen per unit volume of the water body
  • Zooplankton total nitrogen

Resource constraints

Linkage
http://i.creativecommons.org/l/by/3.0/au/88x31.png

License Graphic

Title
Creative Commons Attribution 3.0 Australia License


>

Website
http://creativecommons.org/licenses/by/3.0/au/

License Text

Other constraints
Use Limitation: All AIMS data, products and services are provided "as is" and AIMS does not warrant their fitness for a particular purpose or non-infringement. While AIMS has made every reasonable effort to ensure high quality of the data, products and services, to the extent permitted by law the data, products and services are provided without any warranties of any kind, either expressed or implied, including without limitation any implied warranties of title, merchantability, and fitness for a particular purpose or non-infringement. AIMS make no representation or warranty that the data, products and services are accurate, complete, reliable or current. To the extent permitted by law, AIMS exclude all liability to any person arising directly or indirectly from the use of the data, products and services.
Other constraints
Attribution: Format for citation of metadata sourced from Australian Institute of Marine Science (AIMS) in a list of reference is as follows: "Australian Institute of Marine Science (AIMS). (2023). Analysis of eReefs water quality scenarios to assess implications of land management for the CoTS initiation zone. https://apps.aims.gov.au/metadata/view/fe52851a-7f02-43ff-9cb6-93c5c7da0c49, accessed[date-of-access]".
Language
English
Character encoding
UTF8

Content Information

Content type
Physical measurement

Identifier

Code
Concentration of chlorophyll per unit volume of the water body
Description
The mass of all types of chlorophyll per unit volume of the water column held in particles of any size

Identifier

Code
Practical salinity of the water body
Description
The quantity of dissolved ions (predominantly salt in seawater) expressed on a scale (PSS-78) based on the conductivity ratio of a seawater sample to a standard KCl solution.

Identifier

Code
Concentration of dissolved inorganic nitrogen per unit volume of the water body

Identifier

Code
Zooplankton total nitrogen

Distribution Information

Distributor

Distributor

Australian Institute of Marine Science (AIMS) - AIMS Data Centre ()
PRIVATE MAIL BAG 3, TOWNSVILLE MAIL CENTRE
TOWNSVILLE
Queensland
4810
Australia
+61 7 4753 4444
AIMS Home Page >

OnLine resource
eReefs model output

eReefs model output

OnLine resource
Kroon, F. J., Crosswell, J. R., & Robson, B. J. (2023). The effect of catchment load reductions on water quality in the crown-of-thorn starfish outbreak initiation zone. Marine Pollution Bulletin, 195, 115255. https://doi.org/10.1016/j.marpolbul.2023.115255

Kroon, F. J., Crosswell, J. R., & Robson, B. J. (2023). The effect of catchment load reductions on water quality in the crown-of-thorn starfish outbreak initiation zone. Marine Pollution Bulletin, 195, 115255. https://doi.org/10.1016/j.marpolbul.2023.115255

Resource lineage

Statement
R scripts were run in R version 4.2.1. cots1.R depends on the ereefs R package available from https://github.com/open-AIMS/ereefs and eReefs model outputs available from https://github.com/open-AIMS/ereefs -- use the version available as at 23/4/2022 as the ereefs R package has since had a major update and is not backward-compatible.
Hierarchy level
Dataset
Maintenance and update frequency
As needed

Metadata

Metadata identifier
fe52851a-7f02-43ff-9cb6-93c5c7da0c49

Language
English
Character encoding
UTF8

Point of contact

Australian Institute of Marine Science (AIMS) - AIMS Data Centre
PRIVATE MAIL BAG 3
TOWNSVILLE MAIL CENTRE
Queensland
4810
Australia
+61 7 4753 4444
+61 7 4772 5852 (facsimile)
>

Hours of service
0800 to 1640 UTC+10: Monday to Friday
Parent metadata
  • 12f1ce01-d37d-460f-acc5-a3c863f24027

Type of resource

Resource scope
Dataset
Metadata linkage
Point of truth URL of this metadata record

Point of truth URL of this metadata record

Date info (Creation)
2023-09-26T00:00:00
Date info (Revision)
2023-09-26T00:00:00

Metadata standard

Title
ISO 19115-3:2018
 
 

Overviews

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Keywords

AODN Discovery Parameter Vocabulary
Concentration of chlorophyll per unit volume of the water body Concentration of dissolved inorganic nitrogen per unit volume of the water body Practical salinity of the water body Zooplankton total nitrogen

Provided by

Access to the portal
Read here the full details and access to the data.

Associated resources

Not available


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