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Brown CJ, Campbell MD, Collier CJ, Turschwell MP, Saunders MI, Connolly RM. Speeding up the recovery of coastal habitats through management interventions that address constraints on dispersal and recruitment. Proc Biol Sci 2024; 291:20241065. [PMID: 39043234 PMCID: PMC11391320 DOI: 10.1098/rspb.2024.1065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 06/26/2024] [Accepted: 06/27/2024] [Indexed: 07/25/2024] Open
Abstract
Plans for habitat restoration will benefit from predictions of timescales for recovery. Theoretical models have been a powerful tool for informing practical guidelines in planning marine protected areas, suggesting restoration planning could also benefit from a theoretical framework. We developed a model that can predict recovery times following restoration action, under dispersal, recruitment and connectivity constraints. We apply the model to a case study of seagrass restoration and find recovery times following restoration action can vary greatly, from <1 to >20 years. The model also shows how recovery can be accelerated when restoration actions are matched to the constraints on recovery. For example, spreading of propagules can be used when connectivity is the critical restriction. The recovery constraints we articulated mathematically also apply to the restoration of coral reefs, mangroves, saltmarsh, shellfish reefs and macroalgal forests, so our model provides a general framework for choosing restoration actions that accelerate coastal habitat recovery.
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Affiliation(s)
- Christopher J Brown
- Institute for Marine and Antarctic Studies, University of Tasmania, Hobart, Tasmania 7001, Australia
- Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, Queensland, Australia
| | - Max D Campbell
- Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, Queensland, Australia
| | - Catherine J Collier
- Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Cairns, Queensland 4870, Australia
| | - Mischa P Turschwell
- Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, Queensland, Australia
| | | | - Rod M Connolly
- Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, Queensland, Australia
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2
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Bainbridge ZT, Olley JM, Lewis SE, Stevens T, Smithers SG. Tracing sources of inorganic suspended particulate matter in the Great Barrier Reef lagoon, Australia. Sci Rep 2024; 14:15651. [PMID: 38977793 PMCID: PMC11231178 DOI: 10.1038/s41598-024-66561-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/02/2024] [Indexed: 07/10/2024] Open
Abstract
Water clarity on the inshore Great Barrier Reef (GBR) is greatly influenced by terrestrial runoff of suspended particulate matter (SPM). Catchment sediment tracing studies often do not extend into the marine environment, preventing the analysis of preferential marine transport. This study employs novel collection and sediment tracing techniques to examine the transport of the terrigenous 'mineral' component of plume SPM within the GBR lagoon for two flood events. Utilising geochemical, radionuclide and clay mineral analysis, we trace terrigenous mineral sediments > 100 km from the river mouth. We show that the SPM geochemistry is highly influenced by particle-size fractionation, desorption, and dilution within the plume, rendering traditional tracing methods unviable. However, the ratios of rare earth elements (REE) to thorium (Th) provide stable tracers of mineral SPM transported across the catchment to marine continuum and allow the identification of discrete catchment sources for each flood event. Plume sediment radionuclides are also stable and consistent with sub-surface erosion sources.
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Affiliation(s)
- Zoe T Bainbridge
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville, 4811, Australia.
| | - Jon M Olley
- Australian Rivers Institute, Griffith University, Nathan, Brisbane, 4222, Australia
| | - Stephen E Lewis
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville, 4811, Australia
| | - Thomas Stevens
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville, 4811, Australia
| | - Scott G Smithers
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville, 4811, Australia
- Earth and Environmental Sciences, College of Science and Engineering, James Cook University, Townsville, 4811, Australia
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3
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A report card approach to describe temporal and spatial trends in parameters for coastal seagrass habitats. Sci Rep 2023; 13:2295. [PMID: 36759649 PMCID: PMC9911721 DOI: 10.1038/s41598-023-29147-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Report cards that are designed to monitor environmental trends have the potential to provide a powerful communication tool because they are easy to understand and accessible to the general public, scientists, managers and policy makers. Given this functionality, they are increasingly popular in marine ecosystem reporting. We describe a report card method for seagrass that incorporates spatial and temporal variability in three metrics-meadow area, species and biomass-developed using long-term (greater than 10 years) monitoring data. This framework summarises large amounts of spatially and temporally complex data to give a numeric score that provides reliable comparisons of seagrass condition in both persistent and naturally variable meadows. We provide an example of how this is applied to seagrass meadows in an industrial port in the Great Barrier Reef World Heritage Area of north-eastern Australia.
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Carter AB, Collier C, Coles R, Lawrence E, Rasheed MA. Community-specific "desired" states for seagrasses through cycles of loss and recovery. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 314:115059. [PMID: 35462253 DOI: 10.1016/j.jenvman.2022.115059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 04/05/2022] [Accepted: 04/08/2022] [Indexed: 06/14/2023]
Abstract
Seagrass habitats provide critical ecosystem services, yet there is ongoing concern over mounting pressures and continuing degradation. Defining a desired state for these habitats is a key step in implementing appropriate management but is often difficult given the challenges of available data and an evaluation of where to set benchmarks. We use more than 20 years of historical seagrass biomass data (1995-2018) for the diverse seagrass communities of Australia's Great Barrier Reef World Heritage Area (GBRWHA) to develop desired state benchmarks. Desired state for seagrass biomass was estimated for 25 of 36 previously defined seagrass communities with the remainder having insufficient data. Desired state varied by more than one order of magnitude between community types and was influenced by the mix of species in the communities and the range of environmental conditions. We identify a historical, decadal-scale cycle of decline with recovery to desired state in coastal intertidal communities. In contrast a number of the estuary and coastal subtidal communities have not recovered to desired state biomass. Understanding a historical context is critically important for setting benchmarks and making informed management decisions on the present state of seagrass in the GBRWHA. The approach we have developed is scalable for monitoring, management and assessment of pressures for other management areas and for other jurisdictions. Our results guide conservation planning through prioritization of the at-risk seagrass communities that are continuing to fall below their desired state.
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Affiliation(s)
- Alex B Carter
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Australia.
| | - Catherine Collier
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Australia
| | - Rob Coles
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Australia
| | | | - Michael A Rasheed
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Cairns, Australia
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Robson BJ, Lewis S, Kroon F, Fabricius K, Warne M, Wolanski E. Jon Brodie Memorial: The sources, fates and consequences of pollutants in tropical shelf systems. MARINE POLLUTION BULLETIN 2022; 179:113669. [PMID: 35468473 DOI: 10.1016/j.marpolbul.2022.113669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/11/2022] [Accepted: 04/12/2022] [Indexed: 06/14/2023]
Affiliation(s)
- Barbara J Robson
- Australian Institute of Marine Science, Australia; AIMS@JCU, Australia.
| | - Stephen Lewis
- Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Australia
| | | | | | | | - Eric Wolanski
- Centre for Tropical Water and Aquatic Ecosystem Research, James Cook University, Australia
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Fernandes MB, Hennessy A, Law WB, Daly R, Gaylard S, Lewis M, Clarke K. Landsat historical records reveal large-scale dynamics and enduring recovery of seagrasses in an impacted seascape. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 813:152646. [PMID: 34968586 DOI: 10.1016/j.scitotenv.2021.152646] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 12/02/2021] [Accepted: 12/19/2021] [Indexed: 06/14/2023]
Abstract
Seagrasses are considered indicators of anthropogenic impact but surprisingly little is known about their temporal and spatial dynamics in impacted seascapes. In this study, we used three decades of Landsat imagery (1988-2018) off the coast of Adelaide, South Australia, to investigate how seagrass cover over 501 km2 responds to changes in land-based inputs, including breakpoints in system trajectory and associated timelags, and the identification of vulnerable meadows. Field data was used to help train benthic classification of summer imagery and define its accuracy. Temporal dynamics of seagrass cover were investigated in relation to annual and multi-year nitrogen and suspended solids loads. Spatial dynamics were inferred from maps of benthic cover persistence and trajectory for each decade. The region experienced a net regrowth of some 11,000 ha of seagrasses since the early 2000s, with the initial large-scale recruitment visible in the imagery 6 years after the closure of sludge outfalls. Seagrass expansion occurred primarily in deeper waters (>10 m) of the central coast and at the seaward edge of the distribution. Recovery continued until 2011 assisted by a window of opportunity created by a decade-long drought and further reductions in nitrogen loads from wastewater treatment plants and industry. Localized seagrass losses however continued to be observed as a result of either permanent or transient increases in suspended solids loads. Seagrass area in the central coast was well correlated (r2 = 0.88) with 5-year running averages of nitrogen and suspended solids loads. Meadows particularly vulnerable to changes in land-based discharges were located at the edges of the distribution, along erosional scarps and at depths >10 m south of the Torrens River. These areas were identified as useful indicators of seagrass status. Overall, seagrass persistence expanded from 48 to 69% of the mapped area, with the region now mostly covered by stable seagrasses.
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Affiliation(s)
- Milena B Fernandes
- SA Water, GPO Box 1751, Adelaide, SA 5001, Australia; College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, SA 5001, Australia
| | - Andrew Hennessy
- School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Wallace Boone Law
- School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Robert Daly
- SA Water, GPO Box 1751, Adelaide, SA 5001, Australia
| | - Sam Gaylard
- South Australian Environment Protection Authority, GPO Box 2607, Adelaide, SA 5001, Australia
| | - Megan Lewis
- School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Kenneth Clarke
- School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia.
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Garzon-Garcia A, Burton JM, Lewis S, Bainbridge Z, De Hayr R, Moody P, Brodie J. The bioavailability of nitrogen associated with sediment in riverine plumes of the Great Barrier Reef. MARINE POLLUTION BULLETIN 2021; 173:112910. [PMID: 34536704 DOI: 10.1016/j.marpolbul.2021.112910] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 06/11/2021] [Accepted: 08/23/2021] [Indexed: 06/13/2023]
Abstract
This study quantified the bioavailable nitrogen contribution from riverine plumes to Great Barrier Reef (GBR) coastal environments. The potential bioavailable nitrogen from two Dry Tropics riverine plumes was considerable [9 - 30% added to the end-of-catchment dissolved inorganic nitrogen (DIN) load]. Particulate inorganic nitrogen conversion to DIN was an important process in short timeframes (25% to 100% of the generated load). The remaining load was contributed by microbial mineralisation of organic nitrogen. Flood plume sediment has potential to generate nitrogen once deposited and/or resuspended. Nitrogen generation was insignificant in a few plumes where immobilisation of nitrogen in bacteria biomass occurred. The source of organic matter in the plumes and availability of nitrogen relative to organic matter were important determinants of mineralisation/immobilisation. This research demonstrates that riverine plumes have potential to be considerable sources of bioavailable nitrogen to coastal environments of the GBR and that organic matter is a key bioavailability driver.
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Affiliation(s)
- Alexandra Garzon-Garcia
- Department of Environment and Science, PO Box 5078, Brisbane, Queensland 4001, Australia; Australian Rivers Institute, Nathan Campus, Griffith University, 170 Kessels Road, Nathan, Brisbane, Queensland 4111, Australia.
| | - Joanne M Burton
- Department of Environment and Science, PO Box 5078, Brisbane, Queensland 4001, Australia; Australian Rivers Institute, Nathan Campus, Griffith University, 170 Kessels Road, Nathan, Brisbane, Queensland 4111, Australia
| | - Stephen Lewis
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville Q 4811, Australia
| | - Zoe Bainbridge
- Catchment to Reef Research Group, TropWATER, James Cook University, Townsville Q 4811, Australia
| | - Rob De Hayr
- Department of Environment and Science, PO Box 5078, Brisbane, Queensland 4001, Australia
| | - Philip Moody
- Department of Environment and Science, PO Box 5078, Brisbane, Queensland 4001, Australia
| | - Jon Brodie
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville Q 4811, Australia
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Carter AB, Collier C, Lawrence E, Rasheed MA, Robson BJ, Coles R. A spatial analysis of seagrass habitat and community diversity in the Great Barrier Reef World Heritage Area. Sci Rep 2021; 11:22344. [PMID: 34785693 PMCID: PMC8595360 DOI: 10.1038/s41598-021-01471-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 10/27/2021] [Indexed: 11/16/2022] Open
Abstract
The Great Barrier Reef World Heritage Area (GBRWHA) in north eastern Australia spans 2500 km of coastline and covers an area of ~ 350,000 km2. It includes one of the world’s largest seagrass resources. To provide a foundation to monitor, establish trends and manage the protection of seagrass meadows in the GBRWHA we quantified potential seagrass community extent using six random forest models that include environmental data and seagrass sampling history. We identified 88,331 km2 of potential seagrass habitat in intertidal and subtidal areas: 1111 km2 in estuaries, 16,276 km2 in coastal areas, and 70,934 km2 in reef areas. Thirty-six seagrass community types were defined by species assemblages within these habitat types using multivariate regression tree models. We show that the structure, location and distribution of the seagrass communities is the result of complex environmental interactions. These environmental conditions include depth, tidal exposure, latitude, current speed, benthic light, proportion of mud in the sediment, water type, water temperature, salinity, and wind speed. Our analysis will underpin spatial planning, can be used in the design of monitoring programs to represent the diversity of seagrass communities and will facilitate our understanding of environmental risk to these habitats.
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Affiliation(s)
- Alex B Carter
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Building E1.016A, P.O. Box 6811, Cairns, QLD, 4870, Australia.
| | - Catherine Collier
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Building E1.016A, P.O. Box 6811, Cairns, QLD, 4870, Australia
| | - Emma Lawrence
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Data61, Brisbane, Australia
| | - Michael A Rasheed
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Building E1.016A, P.O. Box 6811, Cairns, QLD, 4870, Australia
| | - Barbara J Robson
- Australian Institute of Marine Science and AIMS@JCU, Townsville, Australia
| | - Rob Coles
- Centre for Tropical Water & Aquatic Ecosystem Research (TropWATER), James Cook University, Building E1.016A, P.O. Box 6811, Cairns, QLD, 4870, Australia
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