Operational continental-scale land cover mapping of Australia using the Open Data Cube

Author:

Owers Christopher J.123ORCID,Lucas Richard M.2ORCID,Clewley Daniel4ORCID,Tissott Belle5ORCID,Chua Sean M. T.5ORCID,Hunt Gabrielle5ORCID,Mueller Norman5ORCID,Planque Carole2ORCID,Punalekar Suvarna M.2ORCID,Bunting Pete2ORCID,Tan Peter5,Metternicht Graciela67ORCID

Affiliation:

1. School of Environmental and Life Sciences, University of Newcastle, Callaghan, Australia

2. Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, UK

3. Commonwealth Scientific and Industrial Research Organisation, Land and Water, Canberra, Australia

4. Centre for Geospatial Applications, Plymouth Marine Laboratory, Plymouth, UK

5. Geoscience Australia, Symonston, Australia

6. Earth and Sustainability Science Research Centre, University of New South Wales, Sydney, Australia

7. School of Science, Western Sydney University, Richmond, Australia

Funder

Geoscience Australia

European Research Development Fund

Sêr Cymru II programme

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences,Computer Science Applications,Software

Reference103 articles.

1. Abadi, M., A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro, G. S. Corrado, et al. 2015. Tensorflow: Large-Scale Machine Learning on Heterogeneous Systems. https://tensorflow.org

2. Abbas, A., and S. Khan. 2007. “Using Remote Sensing Techniques for Appraisal of Irrigated Soil Salinity.” Proceedings of the International Congress on Modelling and Simulation, Christchurch, New Zealand, December 10–13.

3. ABS. 2012. Year Book Australia: Geography and Climate. Australia Bureau of Statistics, Canberra, Australia. Accessed September 19, 2022. https://www.abs.gov.au/ausstats/abs@.nsf/Lookup/by%20Subject/1301.0~2012~Main%20Features~Geography%20of%20Australia~12.

4. ABS. 2019. Australian Statistical Geography Standard (ASGS) Volume 4 – Significant Urban Areas, Urban Centres and Localities, Section of State (cat no. 1270.0.55.004). Australia Bureau of Statistics, Canberra, Australia. Accessed September 19, 2022. https://www.abs.gov.au/AUSSTATS/abs@.nsf/Lookup/1270.0.55.004Main+Features1July%202016?OpenDocument.

5. Application of Google Earth Engine Cloud Computing Platform, Sentinel Imagery, and Neural Networks for Crop Mapping in Canada

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