Marine Protected Area Monitoring Program Design Framework for Australia

A 2019 review article published in Frontiers in Marine Science outlines a framework for designing monitoring programs for Australia's Marine Park network within an Evidence Based Decision Making paradigm. The work, authored by Hayes et al., analyzes how study design influences the ability to answer conservation questions and suggests practical improvements like randomized sampling and propensity scores. The dataset entry on data.gov.au links to the HTML article.

Use Cases

• Designing causal inference studies for marine park monitoring based on the discussion of Random Controlled Trials, cohort, and case-control studies.
• Improving sampling strategies for ecological monitoring based on the recommendation for randomized, spatially balanced sampling and careful control site selection.
• Assessing the strength of evidence for conservation decisions using the described evidence hierarchy framework.
• Incorporating expert judgment into monitoring program design based on the mention of structured elicitation.

Strengths

• Peer-reviewed article published in Frontiers in Marine Science in 2019.
• Specific focus on Australia's Marine Park network and the Evidence Based Decision Making paradigm.
• Provides a concrete methodological framework for improving monitoring design.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• The entry is an HTML link to an article, not a structured dataset with rows and columns.

Provenance

Source

Australian Ocean Data Network via data.gov.au.

Collection Method

Likely a published review and methodological paper.

Time Range

2019

Freshness

Last updated 2026-04-10 18:44:44.517931; freshness should be verified.

Geography

Australia