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2023

49 record(s)
 
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  • This record provides an overview of the NESP Marine and Coastal Hub project "Mapping temperate continental shelf seabed habitats". For specific data outputs from this project, please see child records associated with this metadata. -------------------- Rocky reefs on Australia's temperate continental shelf support diverse ecological communities, including corals, sponges, mobile invertebrates, fish, and marine mammals. These habitats underpin important natural, economic, and cultural values and are subject to pressures from fishing, shipping, and climate change. Rocky reefs are key features of many Australian Marine Parks (AMPs), and improving knowledge of their extent and condition is essential for effective management and evaluation of conservation outcomes - particularly in offshore areas where seafloor habitat data is limited. This project addressed knowledge gaps on the extent and distribution of seabed habitats by focusing on rocky reef systems within the South-west and South-east Marine Parks Networks. It built on previous research from the NESP Marine Biodiversity Hub by collating and analysing existing seafloor data, and deploying drop cameras at priority sites (selected in consultation with Parks Australia and other end-users) to validate seafloor habitat extent and type. This new survey data was incorporated with newly developed data workflows to generate ecosystem models of reef and soft sediments, and broad-scale ecosystem classes - with a focus on workflows enabling rapid update of products and ensuring consistency across mapping outputs. These data products directly support NESP Marine and Coastal Hub Project 2.3 (Improving knowledge transfer for AMP management). The project team worked with Indigenous Rangers and organisations in the South-west region to identify opportunities for collaboration, incorporate cultural knowledge into research design, and support knowledge exchange through field-based activities and on-country engagement. The project aimed to strengthen both established and emerging relationships, building on existing collaborations between University of Western Australia (UWA) researchers and the Esperance Tjaltjraak Native Title Aboriginal Corporation (ETNTAC) on complementary projects. UWA had also previously partnered with the South West Aboriginal Land and Sea Council (SWALSC), in consultation with the South West Boojarah (now Karri Karrak) and the Undalup Association, to support cultural mapping and biodiversity surveys under the NESP Marine Biodiversity Hub. These partnerships informed the project’s cultural engagement approach and laid the groundwork for ongoing collaboration. Outcomes of this work included improved capacity for AMP managers to identify and monitor rocky reef habitats and key natural values, assess management effectiveness, and support initiatives such as marine spatial planning and ecosystem-based fisheries management, and contribute to emerging frameworks such as ocean accounting. It also helped to guide the targeting of future surveys, particularly in ecosystems with high conservation value. Outputs • Seafloor imagery and annotations [dataset] • Predicted 'ecosystem component' habitat maps for the temperate continental shelf [dataset] • Predicted reef and sediment extent map for the temperate continental shelf [dataset] • Final technical report [written]

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    The Statewide Marine Habitat Map 2023 was developed by DEECA applying novel machine learning methods that model and predict habitat distributions as well as a mosaic of former mapping products (listed below). The Statewide map represents 24 marine and coastal habitats complexes at Level 3, Victoria's Combined Biotope Classification Scheme (CBiCS) described by Edmunds and Flynn (2015, 2018; 2021). The final map comprises of 83% its area from predictive modelling, with the remaining 17% of area from synthesised existing habitat maps. Predictive Model: A total of 32,998 habitat survey sites (ground-truth records) were used within the model, along with 28 environmental properties mapped at a 10m resolution (including a Digital Elevation Model DEM (VCDEM2021), computed benthic terrain characteristics (toolkit: Walbridge et al. 2018), Chlorophyl a (IMOS 2000a), Sea Surface Temperature SST (IMOS 2000a), Net Primary Productivity NPP (IMOS 2000b), Sediments (Geoscience Australia; Li et al. 2011a,b,c), waves (Liu et al. 2022). To predict the distribution of habitats across Victorian waters the powerful and flexible Random Forest machine learning algorithm was applied. Random Forest is an ensemble model using bagging as the ensemble method and decision trees as the individual model (Breiman 2001). The modelling produced an accuracy (Out-of-bag) of 89%. Map Synthesis: A mosaic of former mapping products that provided higher resolution mapping by aerial imagery, field observations and high-resolution modelling were integrated into the map, classifying habitat according to the CBICS habitat classification scheme at level 3. Assessed and synthesised maps and citations include: Corangamite Coast Marine Habitat December 2009 (ANZVI0803005530); East Gippsland Marine Habitats November 2009 (ANZVI0803003974); Discovery Bay Marine National Park habitat mapping 2006 (ANZVI0803004053); Portland Coastal Habitats (ANZVI0803004236) ; Corner Inlet Mapping Marine National Park North and South 2004 (ANZVI0803004051) ; Merri Marine Sanctuary 2004 (ANZVI0803004058); Western Port Bay Biotope Mapping Fathom Pacific (2016) CBiCS-Mapping. Central Victoria Coastal Habitats (ANZVI0803004135); Mallacoota Coastal Habitats (ANZVI0803004235); Western Port Rhodolite (ANZVI0803005430) & Western Port Biogenic Reefs; Port Phillip Bay Habitat Map 2021 (ANZVI0803009278); Saltmarsh and Mangrove Habitats; DELWP 2021 Statewide Marine Habitat Map 2021 (ANZVI0803009286) and relevant citations: Ball (1999), Ball et al. (2010). Ball & Blake (2007a), Ball & Blake (2007b), Blake and Ball (2001), Blake et al. (2013), Boon et al. (2011), Cohen et al (2000), Deakin Marine Mapping (Zavalas, R et al. 2018), DELWP (1994), Edmunds &Flynn (2015), Fathom Pacific (2020), Ford et al (2016), GeoHab Victoria Estuaries Geomorphology (2010), Ierodiaconou 2007, Ierodiaconou et al. 2018, Mazor et al. (2021), Monk et al. (2011), Poore (1992), Roob and Ball (1997), Victoria Department of Transport (1999), Young et al. 2022, Zavalas, R et al. 2018. Applications: The Statewide Marine Habitat Map 2023 provides broad habitat complexes across the state and provides greater knowledge of the ecological diversity across Victoria¿s waters. The map should be used at broad scales of >25 m, and where information of larger habitat complexes is needed. This work can support the management of large-scale habitats, their condition, marine spatial planning, strategic management prospect (SMP), FeAST risk assessments, and other broad scale applications to support management decisions across Victoria. The habitat model and resulting map provides an updated broad-scale habitat map across Victoria¿s state waters and provides a baseline for future data to build upon.

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    The datasets contain summaries of Northern Territory logbook data on catch and effort distribution for commercial fisheries in state marine and estuarine waters. The logbook data has been recorded and submitted to NT Department of Agriculture and Fisheries by commercial fishers. The data are aggregated to produce summaries of total catch and effort by fishery at a 1 degree resolution where 5 boats or more operate. For areas where less than 5 boats operate the data is shown as confidential. The data was mapped using 5 year - financial year periods; 2003/04 to 2007/08, 2008/09 to 2012/13, 2018/19 to 2022/23, and 1 year; 2022/23.

  • This record provides an overview of the NESP Marine and Coastal Hub project "Advancing national standards and best practices to monitor key marine values and pressures". No data outputs were generated by this project. -------------------- Standardised approaches to marine monitoring are critical for ensuring data consistency, transparency, and comparability across time, regions, and sectors. The development and application of national standards and best practices provide the foundation for monitoring the condition of Australia’s marine estate. As pressures on the marine environment increase, so too does the need for robust, inclusive, and nationally consistent monitoring practices. This project advanced the development and implementation of national best-practice standards to monitor the condition of priority values and pressures across Australia's marine estate. It built on previous work conducted by the NESP Marine Biodiversity Hub through the release of Version 3 of the Field Manuals for Marine Sampling to Monitor Australian Waters. This version introduced three new manuals for: (1) sampling microplastics in marine and coastal environments; (2) conducting knowledge, attitudes and practices (KAP) surveys with recreational marine users; and (3) use of the Benthic Observation Survey System (BOSS), a novel multi-camera drop platform for benthic imagery. Indigenous partners contributed to the development of the KAP and BOSS manuals, laying the foundation for future Indigenous-led monitoring initiatives. The project identified key barriers to adoption of the field manuals and developed a set of recommendations, included nominating the manuals for international endorsement, establishing governance mechanisms, securing long-term funding, and identifying priorities for future SOP development, such as offshore renewable energy monitoring. All materials were aligned with the Ocean Best Practices System to facilitate national and international uptake. A practical implementation plan was developed to guide the future development and maintenance of national standards; promote their broader adoption; and assess their effectiveness and impact in delivering priority monitoring activities. Outputs • Workshop and questionnaire report gauging the needs of scientists, Indigenous communities, and marine managers [written] • Scientific publication on marine best practice development [written] • New national standards for (1) drop cameras; (2) socioeconomic surveys; and (3) microplastics studies [written] • Implementation plan (final report) [written]

  • Repeat surveys of aquatic flora were conducted in Oyster Harbour in 1988, 1996 and 2006. This data is part of the 2013 report "Synthesis of seagrass mapping studies" conducted by the Water Science Branch of the Department of Water. Surveys were initially conducted by the WA Department of Water. The objectives of the study were to map the distribution of the different seagrass species found in Princess Royal Harbour and Oyster Harbour and to compare the distributions with that observed in previous studies (1988 and 1996). This data was acquired by the ACEAS Seagrass Group as part of the 2013 Australia-wide risk assessment of Seagrass. Surveys were conducted again in March 2019 and January 2021 by the Department of Water and Environmental Regulation as "Oyster Harbour Seagrass Survey". The datasets making up the 1988-2006 Oyster Harbour seagrass survey data are: WA_Oyster_seagrass_polygons - polygon dataset showing interpolated percentage cover of seagrass (all species combined for 1988 & 1997 surveys, with species information for 2006 survey). This record provides access to the initial WA DoW surveys. See associated DWER records in Data WA catalogue for access to newer surveys at this site.

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    The datasets contain summaries of Victorian logbook data on catch and effort distribution for commercial fisheries in state marine and estuarine waters. The logbook data has been recorded and submitted to Victorian Fisheries Authourity by commercial fishers. The data are aggregated to produce summaries of total catch and effort by fishery at a reporting blocks where 5 boats or more operate. For areas where less than 5 boats operate the data is shown as confidential. The data was mapped using 5 year - financial year periods; 2003/04 to 2007/08, 2008/09 to 2012/13, 2018/19 to 2022/23, and 1 year; 2022/23.

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    The National Environmental Science Program projects SS2 and D7 (under the Marine Biodiversity Hub) and 1.3 (under the Marine and Coastal Hub) were instigated to support the design of Monitoring Effectiveness (ME) framework for Australian Marine Park (AMP) estate, and contribute to the AMP Science Plan. The overall objective of these projects was to provide a nationally accepted common language to describe natural values and pressures, and a robust approach to combining this information to inform national priorities for monitoring inside AMPs. Broadly, the following approach was taken: 1. Identify Key Natural Values (KNVs) in AMP networks through an expert elicitation process, 2. Develop a national-scale ecosystem map via a combination of depth and characteristic habitat using the ME framework 3. Collate and synthesise pressures operating within Australia’s Exclusive Economic Zone and state/territory waters, as defined by the ME framework's pressures common language 4. Provide a spatially explicit analysis of the relative risks posed to marine conservation values, as defined by the ME framework’s natural values hierarchy. This record describes component 3: collating the pressures by ME common language for all of Australia’s Exclusive Economic Zone and state/territory waters; and determining the cumulative pressure exerted by each activity/sub-activity combination. Components 1, 2 & 4 are described elsewhere.

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    The datasets contain summaries of Western Australia logbook data on catch and effort distribution for commercial fisheries in state marine and estuarine waters. The logbook data has been recorded and submitted to WA Department of Primary Industries and Regional Development by commercial fishers. The data are aggregated to produce summaries of total catch and effort by fishery at a 0.1 degree resolution where 5 boats or more operate. For areas where less than 5 boats operate the data is shown as confidential. The data was mapped using 5 year - financial year periods; 2003/04 to 2007/08, 2008/09 to 2012/13, 2018/19 to 2022/23, and 1 year; 2022/23.

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    The datasets contain summaries of Victorian aquaculture locations in state marine and estuarine waters. The data has been recorded and submitted to Victoria DPI.

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    The datasets contain summaries of Queensland aquaculture locations in state marine and estuarine waters. The data has been recorded and submitted to Queensland DPI.