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Brett A. Bryan

Deakin University - Centre for Integrative Ecology

SCHOLARLY PAPERS

16

DOWNLOADS

849

TOTAL CITATIONS

0

Scholarly Papers (16)

Risks and opportunities of greenhouse gas emissions pathways for the land sector: policy settings for a good net-zero transition

Number of pages: 34 Posted: 12 Jul 2024
Deakin University - Faculty of Science, Engineering and Built Environment, Deakin University, Deakin University, Deakin University, CSIRO Land and Water and Deakin University - Centre for Integrative Ecology
Downloads 86 (798,777)

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Net-zero emissions, Land-use change, Machine learning, Emissions abatement, Policy settings

Risks and Opportunities of Greenhouse Gas Emissions Pathways for the Land Sector: Policy Settings for a Good Net-Zero Transition

Number of pages: 35 Posted: 18 Jul 2024
Deakin University - Faculty of Science, Engineering and Built Environment, Deakin University, Deakin University, Deakin University, Government of the Commonwealth of Australia - CSIRO Health & Biosecurity, Monash University and Deakin University - Centre for Integrative Ecology
Downloads 46 (1,170,161)

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Net-zero emissions, Land-use change, Machine learning, Emissions abatement, Policy settings

2.

Transformative Potential in Bottom-Up Sustainable Development Goals Engagement: Experience from Local Governance in Australia

Number of pages: 35 Posted: 01 Aug 2022
Monash University - Monash Sustainable Development Institute, Monash University, Monash University - Monash Sustainable Development Institute, Deakin University and Deakin University - Centre for Integrative Ecology
Downloads 99 (699,467)

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local sustainability, engagement process, bottom up, SDG localisation, 2030 Agenda

3.

Moo-Gaps: A Multi-Objective Optimization Model for Global Agricultural Production and Sustainability

Number of pages: 56 Posted: 27 Jun 2022
affiliation not provided to SSRN, University of Minnesota, Twin Cities - Department of Applied Economics, University of Queensland, Cornell University, Zhejiang University, Cornell University - College of Agricultural and Life Sciences, Deakin University - Centre for Integrative Ecology, The Nature Conservancy, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Queensland - Centre for Biodiversity and Conservation Science
Downloads 83 (790,029)

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Sustainable Development Goals trade-offs, Livestock modelling, sustainable land management, multi-objective optimization, mitigation of greenhouse gas emissions

4.

Substantially Reducing Deaths from PM 2.5 Pollution Under SDG3.9 Requires Transitions in Sustainable Development and Healthcare

Number of pages: 24 Posted: 21 Oct 2021
Ocean University of China, Beijing Normal University (BNU) - Center for Human-Environment System Sustainability (CHESS), Beijing Normal University (BNU), Beijing Normal University (BNU), Deakin University and Deakin University - Centre for Integrative Ecology
Downloads 73 (860,052)

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PM2.5 pollution, deaths attributable to PM2.5 pollution, Sustainable Development Goal 3.9, ScenarioMIP, Public Health, Climate change

5.

Participatory Storyworld Building for Unlocking Local Climate Adaptation

Number of pages: 51 Posted: 23 Dec 2024
Deakin University, Deakin University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Deakin University - Centre for Integrative Ecology
Downloads 61 (961,006)

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Local government, climate, Adaptation, narrative, participation, place-based

6.

Virtual Flows of Ecosystem Services Embedded in Traded Goods Across Metacoupled Systems

Number of pages: 42 Posted: 01 Dec 2023
Peking University, Beijing Normal University (BNU), Cornell University, University of Florida, affiliation not provided to SSRN, Beijing Normal University (BNU) - Center for Human-Environment System Sustainability (CHESS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Deakin University - Centre for Integrative Ecology
Downloads 57 (1,010,164)

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Trade, tele-coupling, meta-coupling, Ecosystem Service Flow, urban sustainability

7.

Machine Learning Based Surrogate Modelling of a Robust, Sdg-Compliant Land-Use Future for Australia at High Spatial Resolution

Number of pages: 30 Posted: 03 Nov 2023 Last Revised: 15 Jun 2024
Deakin University - Faculty of Science, Engineering and Built Environment, Deakin University, Deakin University, Deakin University and Deakin University - Centre for Integrative Ecology
Downloads 52 (1,063,489)

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Machine Learning, Surrogate Modelling, Sustainable Development Goals, Robustness, Land-Use Futures

8.

Untangling drivers of change and policy impact on coastal wetland area in the Yangtze Estuary using causal inference

Number of pages: 74 Posted: 05 Jan 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Edith Cowan University, East China Normal University (ECNU) - State Key Laboratory of Estuarine and Coastal Research, Yangzhou University, East China Normal University (ECNU) - State Key Laboratory of Estuarine and Coastal Research, Liaoning Normal University and Deakin University - Centre for Integrative Ecology
Downloads 46 (1,145,425)

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land use change, salt marsh, tidal flats, reclamation, counterfactual, Remote sensing, policy assessment

9.

A Top-Down Deep Learning Model for Predicting Spatiotemporal Dynamics of Groundwater Recharge

Number of pages: 32 Posted: 03 Apr 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the Commonwealth of Australia - CSIRO Health & Biosecurity, Shanghai Business School, Hefei University of Technology, Sichuan University, Shanghai Business School, affiliation not provided to SSRN and Deakin University - Centre for Integrative Ecology
Downloads 43 (1,145,425)

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Groundwater recharge, deep learning, Long short-term memory, Time series modelling, Machine Learning, multi-layer perceptron

10.

Integrated High-Resolution, Continental-Scale Land Change Forecasting

Number of pages: 33 Posted: 05 Aug 2022
Deakin University, Deakin University - Centre for Integrative Ecology, affiliation not provided to SSRN, CSIRO Land and Water and Deakin University - Centre for Integrative Ecology
Downloads 43 (1,145,425)

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Land-use change, Integrated model, forecast, Random Forest, Google Earth Engine.

11.

Nature-related risk perception of Vietnamese smallholder tea farmers and implications for sustainable agricultural supply chains

Number of pages: 42 Posted: 13 Nov 2025 Last Revised: 23 Dec 2025
Deakin University, Deakin University - Centre for Integrative Ecology, Deakin University, Deakin University and Deakin University
Downloads 39 (1,236,159)

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Taskforce on Nature-Related Financial Disclosure, Water Scarcity, Agricultural Value Chain, Tea Production, Natural Capital, Climate-Related Risk

12.

How Many Deaths in China are Attributable to Pm2.5 Pollution? -- a Comparison Among Models Revealing Substantial Differences

Number of pages: 22 Posted: 03 Jun 2024
Ocean University of China, Ocean University of China, Beijing Normal University (BNU), Peking University, Ocean University of China and Deakin University - Centre for Integrative Ecology
Downloads 34 (1,263,436)

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PM2.5 pollution, deaths attributable to PM2.5 pollution, exposure-response model, public health.

13.

Optimal Pathways for Upgrading China's Wastewater Treatment Plants for Achieving Water Quality Standards at Least Economic and Environmental Cost

Number of pages: 30 Posted: 19 Apr 2023
Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Liaoning University, Chinese Research Academy of Environmental Sciences and Deakin University - Centre for Integrative Ecology
Downloads 34 (1,277,121)

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wastewater treatment, Life-cycle assessment, Life-cycle cost, Multiple-attribute decision-making, Optimal pathways

14.

Pathways for Land-Use, Agricultural Production, and Food Security in the North China Plain from 2020 to 2100

Number of pages: 22 Posted: 31 Mar 2023
jinzhu wang, Michalis Hadjikakou and Brett A. Bryan
Deakin University - Centre for Integrative Ecology, Deakin University - Centre for Integrative Ecology and Deakin University - Centre for Integrative Ecology
Downloads 28 (1,372,601)

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Food security, Urbanization, Climate Change, Yield-gap closure, China

15.

Historical and recent land cover change pressure drives disproportionate habitat loss across Australian species

Number of pages: 45 Posted: 16 Oct 2025
affiliation not provided to SSRN, Deakin University, Deakin University - Melbourne Burwood Campus, Deakin University - Melbourne Burwood Campus, Deakin University and Deakin University - Centre for Integrative Ecology
Downloads 17 (1,491,251)

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Land cover, land-use change, Biodiversity conservation, species range, habitat loss

16.

Nature-positive, Net Zero Land-use Futures Possible for Australia at Feasible Shadow Prices

Number of pages: 31 Posted: 24 Jun 2026
Deakin University - Melbourne Burwood Campus, Deakin University - Melbourne Burwood Campus, Deakin University - Centre for Integrative Ecology, Deakin University, Government of the Commonwealth of Australia - CSIRO Energy, Climateworks Centre, Deakin University and Deakin University - Centre for Integrative Ecology
Downloads 8

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Carbon pricing, Biodiversity restoration, Abatement cost, Land-use optimisation, Environmental policy