Camera Trap Detection Rate

AUS-TSW-AGR-CTR General Moderate confidence

Benchmark Value

No specific value — see range

Direction: Higher is desirable ↑

Form: CompositeFramework

Scoring Curve

Scoring curve unavailable

The scoring engine could not generate a curve for this benchmark context. The primary form is CompositeFramework, but the benchmark data may be missing required fields (e.g., optimal range bounds for an OptimalRange benchmark). This is typically a data quality issue in the benchmark pipeline.

Evidence & Context

A multi-metric ecological profile representing a healthy faunal community, rather than a single numerical value. The profile is characterized by: (1) An invasive predator (fox, cat) detection rate significantly lower than unmanaged landscapes and trending towards zero; (2) A detectable presence and stable occupancy (e.g., target occupancy rate ³ > 0.1) of a suite of sensitive native ground-dwelling mammals; and (3) A native species richness and community composition that approaches those found in well-managed conservation remnants within the same biome.

Metric Definition:

Camera Trap Detection Rate (CTR) as a multi-metric ecological profile representing a healthy faunal community.

Benchmark Definition:

This benchmark represents a multi-metric ecological profile that defines a healthy faunal community in temperate semi-arid shrublands and open woodlands under agricultural crop production, rather than relying on a single numerical camera trap detection rate value.

Justification:

No single study provides a direct benchmark for this specific context. This reference value is synthesized from the most relevant evidence and incorporates robust analytical principles from occupancy modelling to define a more meaningful target than simple detection rates.

Sources (3)

Preview of Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods | PLOS One, accessed July 9, 2025,

Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods | PLOS One, accessed July 9, 2025, Journal

Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods | PLOS One

Preview of Our Research – ANU Sustainable Farms, accessed August 6, 2025

Our Research – ANU Sustainable Farms, accessed August 6, 2025 GreyLiterature

Wildlife Conservation in Farm Landscapes

Preview of Support biodiversity – ANU Sustainable Farms, accessed August 4, 2025

Support biodiversity – ANU Sustainable Farms, accessed August 4, 2025 GreyLiterature

Restoring Farm Woodlands for Wildlife

Supporting Sources (37)

Additional references from the underlying research that informed this benchmark.

Preview of (PDF) Pits or pictures: a comparative study of camera traps and pitfall trapping to survey small mammals and reptiles - ResearchGate, accessed July 9, 2025,

(PDF) Pits or pictures: a comparative study of camera traps and pitfall trapping to survey small mammals and reptiles - ResearchGate, accessed July 9, 2025,

Contextual Support GreyLiterature

(PDF) Pits or pictures: a comparative study of camera traps and pitfall trapping to survey small mammals and reptiles - ResearchGate, accessed July 9, 2025

Preview of 20. Case Study C: Northern Wheat/Sheep Belt - Woolwise, accessed July 9, 2025,

20. Case Study C: Northern Wheat/Sheep Belt - Woolwise, accessed July 9, 2025,

Contextual Support Journal

20. Case Study C: Northern Wheat/Sheep Belt - Woolwise, accessed July 9, 2025

Preview of A review of the economics of regenerative agriculture in Western Australia - DPIRD's Digital library, accessed August 4, 2025

A review of the economics of regenerative agriculture in Western Australia - DPIRD's Digital library, accessed August 4, 2025

Contextual Support Journal

A review of the economics of regenerative agriculture in Western Australia - DPIRD's Digital library

Preview of A safe agricultural space for biodiversity - Frontiers

A safe agricultural space for biodiversity - Frontiers

Contextual Support Journal

Regenerative Agriculture in the UK: An Ecological Perspective - Leverhulme Centre for Nature Recovery, accessed July 8, 2025,

Preview of A systematic review on whether regenerative agriculture improves animal welfare, accessed July 9, 2025,

A systematic review on whether regenerative agriculture improves animal welfare, accessed July 9, 2025,

Contextual Support Journal

A systematic review on whether regenerative agriculture improves animal welfare, accessed July 9, 2025

Preview of Animal detections increase by using a wide-angle camera trap model but not by periodically repositioning camera traps within study sites - Murdoch University, accessed July 9, 2025,

Animal detections increase by using a wide-angle camera trap model but not by periodically repositioning camera traps within study sites - Murdoch University, accessed July 9, 2025,

Methodology Source Journal

Animal detections increase by using a wide-angle camera trap model but not by periodically repositioning camera traps within study sites - Murdoch University, accessed July 9, 2025

Preview of ANU Sustainable Farms New Tool for Biodiversity - Issuu, accessed July 9, 2025,

ANU Sustainable Farms New Tool for Biodiversity - Issuu, accessed July 9, 2025,

Contextual Support GreyLiterature

ANU Sustainable Farms New Tool for Biodiversity - Issuu, accessed July 9, 2025

Preview of Chapter 7. Farming, pastoralism and forestry - CSIRO, accessed July 9, 2025,

Chapter 7. Farming, pastoralism and forestry - CSIRO, accessed July 9, 2025,

Contextual Support Direct Evidence Government

Chapter 7. Farming, pastoralism and forestry - CSIRO

Preview of Digifarm - The University of Sydney Institute of Agriculture, accessed July 8, 2025,

Digifarm - The University of Sydney Institute of Agriculture, accessed July 8, 2025,

Direct Evidence Journal

Digifarm - The University of Sydney Institute of Agriculture, accessed July 8, 2025,

Preview of Ecological Thresholds in Practice - Number Analytics, accessed July 9, 2025,

Ecological Thresholds in Practice - Number Analytics, accessed July 9, 2025,

Contextual Support GreyLiterature

Ecological Thresholds in Practice - Number Analytics, accessed July 9, 2025

Preview of Evaluating predator control using two non-invasive population metrics: a camera trap activity index and density estimation from scat genotyping - CSIRO Publishing, accessed August 6, 2025

Evaluating predator control using two non-invasive population metrics: a camera trap activity index and density estimation from scat genotyping - CSIRO Publishing, accessed August 6, 2025

Direct Evidence Journal

Evaluating predator control using two non-invasive population metrics: a camera trap activity index and density estimation from scat genotyping - CSIRO Publishing

Preview of How regenerative farming practices are revolutionising biodiversity in agriculture - Institute of Sustainability Studies, accessed July 25, 2025,

How regenerative farming practices are revolutionising biodiversity in agriculture - Institute of Sustainability Studies, accessed July 25, 2025,

Contextual Support GreyLiterature

managing cattle grazing on norfolk island to enhance water quality - MEDIA RELEASE

Preview of Introduction to Occupancy Modeling - Center for Wildlife Studies, accessed July 9, 2025,

Introduction to Occupancy Modeling - Center for Wildlife Studies, accessed July 9, 2025,

Methodology Source GreyLiterature

Introduction to Occupancy Modeling - Center for Wildlife Studies, accessed July 9, 2025

Preview of Malleefowl - DCCEEW, accessed July 9, 2025,

Malleefowl - DCCEEW, accessed July 9, 2025,

Contextual Support Government

Malleefowl - DCCEEW, accessed July 9, 2025

Preview of mammals of the mallee region, victoria: - past, present and future - ResearchGate

mammals of the mallee region, victoria: - past, present and future - ResearchGate

Direct Evidence

A safe agricultural space for biodiversity - Frontiers

Preview of Night of the hunter: using cameras to quantify nocturnal activity in desert spiders - PMC, accessed July 9, 2025,

Night of the hunter: using cameras to quantify nocturnal activity in desert spiders - PMC, accessed July 9, 2025,

Methodology Source Journal

Night of the hunter: using cameras to quantify nocturnal activity in desert spiders - PMC, accessed July 9, 2025

Preview of Observing vertebrate wildlife using camera trapping | TERN Australia, accessed July 9, 2025,

Observing vertebrate wildlife using camera trapping | TERN Australia, accessed July 9, 2025,

Methodology Source Government

Observing vertebrate wildlife using camera trapping | TERN Australia

Preview of Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods - PubMed, accessed July 9, 2025,

Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods - PubMed, accessed July 9, 2025,

Methodology Source Journal

Occupancy and detectability modelling of vertebrates in northern Australia using multiple sampling methods - PubMed, accessed July 9, 2025

Preview of Occupancy models to study wildlife - USGS Publications Warehouse, accessed July 9, 2025,

Occupancy models to study wildlife - USGS Publications Warehouse, accessed July 9, 2025,

Methodology Source Government

Occupancy models to study wildlife - USGS Publications Warehouse, accessed July 9, 2025

Preview of Pathogen spillover driven by rapid changes in bat ecology - PMC, accessed July 8, 2025,

Pathogen spillover driven by rapid changes in bat ecology - PMC, accessed July 8, 2025,

Contextual Support Journal

Pathogen spillover driven by rapid changes in bat ecology - PMC, accessed July 8, 2025,

Preview of Regenerative Agriculture - Landscape SA, accessed July 6, 2025,

Regenerative Agriculture - Landscape SA, accessed July 6, 2025,

Contextual Support Government

Regenerative Agriculture Program - Landscape SA

Preview of Regenerative agriculture in Australia: the changing face of farming - Cross Connect, accessed August 4, 2025

Regenerative agriculture in Australia: the changing face of farming - Cross Connect, accessed August 4, 2025

Contextual Support Journal

Regenerative agriculture in Australia: the changing face of farming - Frontiers

Preview of Regenerative agriculture in Australia: the changing face of farming - Frontiers, accessed August 4, 2025

Regenerative agriculture in Australia: the changing face of farming - Frontiers, accessed August 4, 2025

Contextual Support Journal

Regenerative agriculture is key to dry season preparation - Soils For Life, accessed July 23, 2025

Preview of Remote sensor camera traps provide the first density estimate for the largest natural population of the numbat (Myrmecobius fasciatus) - CSIRO Publishing, accessed July 9, 2025,

Remote sensor camera traps provide the first density estimate for the largest natural population of the numbat (Myrmecobius fasciatus) - CSIRO Publishing, accessed July 9, 2025,

Direct Evidence Journal

Falling apart? Insights and lessons from three recent studies documenting rapid and severe decline in terrestrial mammal assembl

Preview of Restoring Farm Woodlands for Wildlife, David Lindenmayer, Damian ..., accessed July 9, 2025,

Restoring Farm Woodlands for Wildlife, David Lindenmayer, Damian ..., accessed July 9, 2025,

Direct Evidence

Restoring Farm Woodlands for Wildlife, David Lindenmayer, Damian ..., accessed July 9, 2025

Species Profile - Malleefowl, accessed July 9, 2025,

Contextual Support Journal

Species Profile - Malleefowl, accessed July 9, 2025

Preview of Sustainable Farms: Healthy farmers, Healthy farms, Healthy profits, accessed July 9, 2025,

Sustainable Farms: Healthy farmers, Healthy farms, Healthy profits, accessed July 9, 2025,

Contextual Support GreyLiterature

Sustainable Farms: Healthy farmers, Healthy farms, Healthy profits, accessed July 9, 2025

Preview of The pitfalls of wildlife camera trapping as a survey tool in Australia - CSIRO Publishing, accessed July 9, 2025,

The pitfalls of wildlife camera trapping as a survey tool in Australia - CSIRO Publishing, accessed July 9, 2025,

Methodology Source Journal

The pitfalls of wildlife camera trapping as a survey tool in Australia - CSIRO Publishing, accessed July 9, 2025

Preview of The pitfalls of wildlife camera trapping as a survey tool in Australia - ResearchGate, accessed July 20, 2025,

The pitfalls of wildlife camera trapping as a survey tool in Australia - ResearchGate, accessed July 20, 2025,

Methodology Source Journal

Large-scale and long-term wildlife research and monitoring using camera traps: a continental synthesis - ResearchGate, accessed July 20, 2025

Preview of Threatened and declining birds in the New South Wales sheep-wheat belt - NSW Government, accessed July 8, 2025,

Threatened and declining birds in the New South Wales sheep-wheat belt - NSW Government, accessed July 8, 2025,

Direct Evidence

CAMERA-TRAPPING PAGE 1 - WWF, accessed July 30, 2025,

Preview of Threshold responses in wildlife communities and evidence for biodiversity indicators of sustainable resource management | Request PDF - ResearchGate

Threshold responses in wildlife communities and evidence for biodiversity indicators of sustainable resource management | Request PDF - ResearchGate

Contextual Support Journal

Threshold responses in wildlife communities and evidence for biodiversity indicators of sustainable resource management | Request PDF - ResearchGate, accessed July 9, 2025

Preview of Unleashing Power of Camera Trap Data to Monitor Australian Wildlife | ARDC, accessed July 20, 2025,

Unleashing Power of Camera Trap Data to Monitor Australian Wildlife | ARDC, accessed July 20, 2025,

Contextual Support GreyLiterature

Borchard: Using camera – trap data to model habitat use by ..., accessed August 6, 2025

Preview of Use threshold-based adaptive management: Incorporate ecological thresholds to guide coastal protection and restoration | Massachusetts Wildlife Climate Action Tool, accessed July 9, 2025,

Use threshold-based adaptive management: Incorporate ecological thresholds to guide coastal protection and restoration | Massachusetts Wildlife Climate Action Tool, accessed July 9, 2025,

Contextual Support Government

Wildlife Monitoring and Ecosystem Health - Number Analytics, accessed July 30, 2025,

Preview of View of Efficacy of the Ecosystem Services Approach in Transitioning to Regenerative Agriculture in Australia | Reinvention, accessed August 5, 2025,

View of Efficacy of the Ecosystem Services Approach in Transitioning to Regenerative Agriculture in Australia | Reinvention, accessed August 5, 2025,

Contextual Support Journal

Practice Guide: Biological Inputs and Fertilisers - Soils For Life

Preview of Wildlife Conservation in Farm Landscapes - CSIRO Publishing, accessed August 6, 2025

Wildlife Conservation in Farm Landscapes - CSIRO Publishing, accessed August 6, 2025

Direct Evidence GreyLiterature

Wildlife Conservation in Farm Landscapes - CSIRO Publishing, accessed August 6, 2025

Preview of WildObs | TERN Australia, accessed July 20, 2025,

WildObs | TERN Australia, accessed July 20, 2025,

Contextual Support Methodology Source

WildObs | TERN Australia - Terrestrial Ecosystem Research Network

Preview of WildObs Paper Highlights Potential of Camera Trap Research | ARDC, accessed July 9, 2025,

WildObs Paper Highlights Potential of Camera Trap Research | ARDC, accessed July 9, 2025,

Contextual Support GreyLiterature

Landscape-level thresholds of habitat cover for woodland-dependent birds

Context

Region Australia
Biome Temperate Semi-Arid Shrublands & Open Woodlands
Land Use Agricultural Crop Production
Assessment Pristine Reference
Evidence Type ReferenceCondition

Lifecycle

Status Active
Version 4
Effective From 31 May 2026

Notes

The benchmark is framed as an ecological profile because a single CTR value cannot distinguish between a high number of pests and a diverse native community.

Related Benchmarks

Other benchmarks in the AUS-TSW-AGR-CTR family.