EO4AgroClimate - Living Coasts
Lead Research Organisation:
Aberystwyth University
Department Name: Inst of Geography and Earth Sciences
Abstract
Encompassing ~ 4 % of the Earth's total land area, the coastal zone typically consists of mosaic of interconnected land and seascapes, with a diversity of habitats that vary geographically from the tropics to the poles. Included in these are vegetated communities such as saltmarshes, mangroves, seagrasses and seaweeds/kelps that provide ecosystem services (e.g., fisheries production, sediment and nutrient trapping, storm protection) for humans but also harbour a diverse range of flora and fauna. They further hold substantive amounts of carbon, which is becoming an increasingly important resource given the urgency to address climate change.
Approximately 40 % (~3.2 billion people) of the World's population live within 100 km of the coast and below 50 m in elevation coast. As such, coastal zones are threatened by increasing population growth and urbanisation, poor upstream land practices, conversion and modification of habitats, and environmental impacts from industry, pollutants and over-exploitation of resources. Informed management and use of the coastal zone is therefore becoming increasingly critical, particularly given the additional pressures arising from climate change.
Living Coasts will adapt existing capacity (developed jointly by Australia and the UK) that allows landscapes to be consistently characterised, mapped and monitored from Earth observation data to support the co-design and implementation of plans for maintaining, recovering and/or enhancing major components of the coastal zone (natural resources, biodiversity) and monitoring progress towards goals and ambitions.
Working within the framework of Open Data Cube (big data) instances across a range of countries and regions, Living Coasts will use the dense time-series of satellite optical and radar and also lidar to retrieve or classify environmental descriptors (EDs) and use these to construct and describe historical and current maps of land covers, with more detailed classification provided for "Blue Carbon (Coastal) Ecosystems (including mangroves, saltmarshes and sea grasses). Comparisons of these EDs and derived thematic classifications over varying timeframes will then be used to document past changes on the basis of evidence of impacts and driving pressures, with these obtained from a range of EO data but also other sources. Uncertainties in the EDs and derived thematic products will be assessed with reference to in situ field and airborne datasets.
This information will be used to inform decisions relating to the planning of future landscapes, including within a transformational framework that focuses on (re-)imagining, harmonizing viewpoints, valuing different landscape components, and assessing the realism of visions. A major output will the provision of generic capacity to spatially visualise proposed or predicted landscapes and components (values) under a range of economic and/or climate scenarios, quantify associated benefits and risks, and monitor progress towards co-designed plans primarily through Earth observations. In all cases, responses that promote positive pressures, avoid negative pressures or allow mitigation or adaption of those that cannot be avoided will be promoted, with optimal pathways to achievement highlighted.
User engagement is critical to the success of the proposed project, and will be undertaken in association with international organisations, national governments, non-governmental organisations (NGOs), academic and research organisations, business and commerce, space agencies and citizens. Approaches will vary depending on whether these are directing, leading, initiating or funding or assisting and responding.
Approximately 40 % (~3.2 billion people) of the World's population live within 100 km of the coast and below 50 m in elevation coast. As such, coastal zones are threatened by increasing population growth and urbanisation, poor upstream land practices, conversion and modification of habitats, and environmental impacts from industry, pollutants and over-exploitation of resources. Informed management and use of the coastal zone is therefore becoming increasingly critical, particularly given the additional pressures arising from climate change.
Living Coasts will adapt existing capacity (developed jointly by Australia and the UK) that allows landscapes to be consistently characterised, mapped and monitored from Earth observation data to support the co-design and implementation of plans for maintaining, recovering and/or enhancing major components of the coastal zone (natural resources, biodiversity) and monitoring progress towards goals and ambitions.
Working within the framework of Open Data Cube (big data) instances across a range of countries and regions, Living Coasts will use the dense time-series of satellite optical and radar and also lidar to retrieve or classify environmental descriptors (EDs) and use these to construct and describe historical and current maps of land covers, with more detailed classification provided for "Blue Carbon (Coastal) Ecosystems (including mangroves, saltmarshes and sea grasses). Comparisons of these EDs and derived thematic classifications over varying timeframes will then be used to document past changes on the basis of evidence of impacts and driving pressures, with these obtained from a range of EO data but also other sources. Uncertainties in the EDs and derived thematic products will be assessed with reference to in situ field and airborne datasets.
This information will be used to inform decisions relating to the planning of future landscapes, including within a transformational framework that focuses on (re-)imagining, harmonizing viewpoints, valuing different landscape components, and assessing the realism of visions. A major output will the provision of generic capacity to spatially visualise proposed or predicted landscapes and components (values) under a range of economic and/or climate scenarios, quantify associated benefits and risks, and monitor progress towards co-designed plans primarily through Earth observations. In all cases, responses that promote positive pressures, avoid negative pressures or allow mitigation or adaption of those that cannot be avoided will be promoted, with optimal pathways to achievement highlighted.
User engagement is critical to the success of the proposed project, and will be undertaken in association with international organisations, national governments, non-governmental organisations (NGOs), academic and research organisations, business and commerce, space agencies and citizens. Approaches will vary depending on whether these are directing, leading, initiating or funding or assisting and responding.
Description | National mapping of land cover and coastal landscapes. |
Geographic Reach | Australia |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Geoscience Australia are currently generating national land cover maps at 30 m spatial resolution from time-series of Landsat sensor data for Australia, with this anticipated in July 2024. The engagement gave new insights into how the existing algorithms can be improved with benefit for the national mapping but also how intertidal and subtidal information could be included. |
URL | https://www.dea.ga.gov.au/products/dea-land-cover |
Description | Promoting the use of a new global change framework for land monitoring. |
Geographic Reach | Australia |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | The change framework that formed the basis of the EP4AgriClimate project (in relation to blue carbon ecosystems) has application globally but is particularly relevant to Australia, Wales and Papua New Guinea because of their join implementation of a common land monitoring framework through the Open Data Cube (and through Digital Earth Australia, the Welsh Data Cube and CSIRO's EASI platform). In the case of Wales and Australia, the data are open for us in policy and land management and the system is providing operational capability in these two countries. |
URL | https://www.dea.ga.gov.au/products/dea-land-cover |
Description | Catchment Digital Twin-DWR Cymru Cyfyngedig (Welsh Water) |
Amount | £181,506 (GBP) |
Funding ID | 14626 |
Organisation | Welsh Water |
Sector | Private |
Country | United Kingdom |
Start | 01/2024 |
End | 12/2024 |
Title | Earthtrack land cover and change |
Description | Earthtrack is a multi-module mobile application that was developed through Living Coasts and preceding projects to routinely, consistently and globally record information on land cover (including vegetation strata) and land cover change with additional modules focused on country-specific habitats and fire. Earthtrack has been developed to support the validation of thematic maps generated primarily from Earth observation data and using globally applicable taxonomies. Earthtrack also allows recording of habitats (currently available for the United Kingdom; UK) and dominant plant species for Australia and the UK, for which full species lists have been integrated. The Earthtrack mobile app has been designed to be used by a wide range of users with varying levels of expertise and background knowledge (e.g., citizen scientists, park rangers or academic researchers). Data submitted can be used directly to validate mpas of land cover, habitat and change generated primarily from Earth observation data where these use the same land cover and change taxonomies. These are, respectively, the Food and Agriculture Organisation (FAO) Land Cover Classification System (LCCS) and Global Change Taxonomy of Lucas et al. (2022; DOI: 10.1111/gcb.16346). The data generated from Earthtrack are available within 24 hours of collection (see https://earthtrack.aber.ac.uk/lccs/world.html). |
Type Of Material | Database/Collection of data |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | Data collected using the Earthtrack mobile application from multiple contributors has been used to validate land cover and change maps for Wales and Australia but more recently (in 2023/4) Papua New Guinea. The data are available at no cost. |
URL | https://earthtrack.aber.ac.uk/lccs/world.html |
Description | CSIRO Living Coasts |
Organisation | Commonwealth Scientific and Industrial Research Organisation |
Department | CSIRO Black Mountain Laboratories |
Country | Australia |
Sector | Private |
PI Contribution | The Living Coasts project team have introduced the capacity of the Living Earth system for land monitoring into CSIRO's Earth Analytics Science and Innovation platform (EASI) big data storage and analytics platform, with this allowing demonstrated implementation for Papua New Guinea. Living Earth constructs land cover classes from environmental descriptors retrieved or classified from Earth observation data and the transferability of this approach from other Open Data Cube platforms (namely Digital Earth Australia and the Welsh Data Cube) to a new geographical location and EASI has provided a major contribution. The team have also supported the use of Living Earth's mobile application Earthtrack for use in coastal environments in Australia and Papua New Guinea, with this allowing real time recording of land cover and change information at the ground level to support validation of national map products (land cover and change). |
Collaborator Contribution | CSIRO have provided expertise in the implementation of the Living Earth land cover mapping system within EASI and also access to the platforms computing infrastructure. This has facilitated implementation and development of the approach. CSIRO has also supported the collection of field data within Australia and Papua New Guinea and provided access to spatial data layers that can be used to support the classification of coastal landscapes, the detection of change impacts based on evidence from modelled (e.g., through eReefs) and Earth observation data and the provision of spatial information on driving pressures (e.g., pollution, turbidity changes). They have also been instrumental in organisation interactions and engagement with a wide range of collaborators through presentations and site meetings, including with indigenous communities. |
Impact | Field visits supporting validation of land cover and change maps for Australia. Presentation of the Living Coasts at a number of events in Australia (e.g., University of Wollongong, James Cook University). |
Start Year | 2023 |
Description | Living Coasts Geoscience Australia |
Organisation | Geoscience Australia |
Country | Australia |
Sector | Public |
PI Contribution | Geoscience Australia (in 2019) recognised the potential of the Living Earth approach for monitoring the landscapes of Australia from time-series of 30 m spatial resolution Landsat sensor data and, following a pilot study, provided funding to Aberystwyth University and Plymouth Marine Laboratory to develop and implement nationally. Working alongside the Living Wales project, the framework was implemented by the research team within the Open Data Cube, with this providing annual maps of land cover (1988-2020) for the Australian continent and islands. In the Living Coasts project, the team have worked with Geoscience Australia on developing and designing capacity for mapping of land/water covers in the intertidal and sub-tidal zones of Australia and internationally and identifying potential data sets (e.g., intertidal elevation) and algorithms (e.g., for seagrass mapping) for use in the project. |
Collaborator Contribution | Geoscience Australia provided initial funding for the implementation of Living Earth (from 2018-2020) and have continued to develop the system in-house for national application. Staff has also been in at least fortnightly contact with the Living Coasts team, who have also been hosted by Geoscience Australia for meetings, discussions and workshops (in 2023 and 2024). In Living Coasts, they have continued to provide data layers and information/insight into the mapping and monitoring of coastal (including intertidal and subtidal) landscapes and have proactively engaged with the science and application. Geoscience Australia have also promoted the use of the Earthtrack mobile application for map product validation and have been involved in previous and forthcoming publications and worked alongside CSIRO in the project. |
Impact | Owers, C. J., Lucas, R. M., Clewley, D., Planque, C., Punalekar, S., Tissott, B., Chua, S. M. T., Bunting, P., Mueller, N., & Metternicht, G. (2021). Living Earth: Implementing national standardised land cover classification systems for Earth Observation in support of sustainable development. Big Earth Data, 5(3), 368-390. https://doi.org/10.1080/20964471.2021.1948179. Owers, C. J., Lucas, R. M., Clewley, D., Tissott, B., Chua, S.M.T., Hunt, G., Mueller, N , Planque, C., Punalekar, S.M., Bunting, P., Tan, P. and Metternicht, G. (2022). Operational continental-scale land cover mapping of Australia using the Open Data Cube, International Journal of Digital Earth, 15:1, 1715-1737, DOI: 10.1080/17538947.2022.2130461. |
Start Year | 2023 |
Description | Plymouth Marine Laboratory - Living Coasts |
Organisation | Plymouth Marine Laboratory |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Prof. Richard Lucas and colleagues from Australia designed and developed the Living Earth approach for land monitoring and introduced this to PML. Through Living Coasts, Aberystwyth University (where Prof. Lucas is based and is PI on the project), has maintained a link with the EO4AgriClimate project (Vis4Sea; 2023-24), particularly because of i) the recognised links between land cover change and water quality that underpin both projects and b) knowledge of implementation of Living Earth within the Open Data Cube (on which Digital Earth Australia, the Welsh Data Cube and CSIRO's EASI platform) are based. |
Collaborator Contribution | Plymouth Marine Laboratory (PML) have been involved (since 2018) in the development and implementation of the Living Earth approach for land monitoring in Wales and Australia and, in Living Coasts (2023-2024), PML have collaborated and advised on the implementation of the approach (including the change-mapping component) within CSIRO's EASI datacube. |
Impact | Contribution to the mapping of the coastal landscape of Papua New Guinea using the Living Earth approach. |
Start Year | 2023 |
Description | University of Newcastle Australia |
Organisation | University of Newcastle |
Country | Australia |
Sector | Academic/University |
PI Contribution | Dr. Chris Owers is directly funded through CSIRO on the Living Coasts project and is employing Chloe Fitzpartrick on the project. Prof. Richard Lucas and Dr. Carole Planque (PI and Data Scientist on the Living Coasts project) have been designing the approach to detecting change based on evidence of impacts and driving pressures. |
Collaborator Contribution | Both Chris Owers and Chloe Fitzpatrick have been developing python code for implementing the Evidence Based Change Framework to quantify change in land cover and environmental descriptors, annually and sub-annually. They have also contributed significantly to the development of coastal land monitoring in Papua New Guinea through CSIRO's EASI Open Data Cube Platform. |
Impact | Implementation of the Evidence-Based Change Framework (described by Lucas et al., 2022) for use within the Open Data Cube, thereby allowing implementation within countries with this big data management and analytics platform. *Lucas, R.M., German, S., Metternicht, G., Schmidt, R.K., Owers, C.J., Prober, S.M., Richards, A.E., Tetreault-Campbell, S., Williams, K.J., Mueller, N. and Tissott, B., 2022. A globally relevant change taxonomy and evidence-based change framework for land monitoring. Global Change Biology, 28(21), pp.6293-6317. DOI: 10.1111/gcb.16346. |
Start Year | 2023 |
Description | Living Coasts - Bangor University 2024 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Presentation on Living Coasts with focus on relevance to intertidal and subtidal as well as near coastal environments in the UK (particularly Wales). Further demonstrated capacity for implementation within the newly established Welsh Data Cube. |
Year(s) Of Engagement Activity | 2024 |
URL | https://epwales.org.uk/events/welsh-marine-evidence-conference/ |
Description | Living Coasts EO Implementation Group Meeting 2023 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Presentation on the Living Coasts project, including aims, objectives, workpackages and deliverables. The purpose was to inform the UK community of the project with a view to developing case studies (e.g., in relation to planning of future landscapes). |
Year(s) Of Engagement Activity | 2023 |
URL | https://www.gov.uk/government/groups/defra-earth-observation-centre-of-excellence |
Description | Living Coasts Geoscience Australia 2023 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | The Living Coasts Workshop was held at Geoscience Australia on 21st and 22nd September 2023 to convey aims and objectives of Living Coasts to relevant Australian organisations and partners. Focus on the first day was on describing and mapping coastal and blue carbon ecosystems, establishing data requirements for obtaining evidence for change impacts and driving pressures and reviewing approaches to validation. The second day focused on project planning. |
Year(s) Of Engagement Activity | 2023 |
Description | Living Coasts Geoscience Australia 2024 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Study participants or study members |
Results and Impact | A workshop reviewing progress with Living Coasts and specifically the implementation of methods for improved land/water classification and monitoring within Digital Earth Australia. |
Year(s) Of Engagement Activity | 2024 |
Description | Living Coasts Great Barrier Reef Marine Park Authority 2023 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presented on the Living Coasts project, with this informing on relevance of the project to the assessing the past states and dynamics of the coastal landscape and informing on capacity for future planning. |
Year(s) Of Engagement Activity | 2023 |
Description | Living Coasts James Cook University 2023 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Talk given to James Cook University to outline the aims, objectives, methods and outcomes of the Living Coasts project. |
Year(s) Of Engagement Activity | 2023 |
Description | Living Coasts Review EO4AgriClimate Perth 2024 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Presented a review of Living Coasts with CSIRO and University of Newcastle Australia to the EO4AgriClimate partners. Also, attended the EvokeAG conference in parallel in Perth to discuss the Living Coasts project with the wider Australian and international community. |
Year(s) Of Engagement Activity | 2024 |
URL | https://www.evokeag.com/evokeag-2024/ |
Description | Living Coasts University of Wollongong - Dynamics Coasts 2024 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A presentation on Living Coasts and remote sensing generally. The purpose was to inform the audience of research undertaken leading up to Living Coasts and how then this project was contributing to mapping, monitoring and planning of coastal landscapes. |
Year(s) Of Engagement Activity | 2024 |
URL | https://documents.uow.edu.au/content/groups/public/@web/@smah/documents/doc/uow276478.pdf |
Description | Mangrove workshop, University of Wollongong 2024 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | A workshop focusing on a better understanding of mangrove dynamics along the Australian coasts based on analysis of very-high resolution imagery and time-series of Landsat sensor data and derived land cover classifications available within Digital Earth Australia. Introduced capacity of Living Coasts to inform coastal dynamics, past and future. |
Year(s) Of Engagement Activity | 2024 |
Description | Presentation on Living Earth (including components of EO4AgroClimate) to Geoscience Australia (2023) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Provided an overview of approaches to land cover and change monitoring using Open Data Cube capability. Widened engagement within Australia and between Australia and the UK in government and academia. |
Year(s) Of Engagement Activity | 2023 |
Description | University of Wollongong - Living Coasts Workshop 2024 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Study participants or study members |
Results and Impact | A workshop dedicated to developing understanding of changes along coastlines in Australia to inform the development of a new intertidal/subtidal cover taxonomy, the implementation of a change framework (based on impacts and pressures) into existing software and development of methods for examining future landscapes. |
Year(s) Of Engagement Activity | 2024 |