title: Mapping dominant annual land cover from 2009 to 2013 across Victoria, Australia using satellite imagery.
abstract: There is a demand for regularly updated, broad-scale, accurate land cover information in Victoria from multiple stakeholders. This paper documents the methods used to generate an annual dominant land cover (DLC) map for Victoria, Australia from 2009 to 2013. Vegetation phenology parameters derived from an annual time series of the Moderate Resolution Imaging Spectroradiometer Vegetation Indices 16-day 250 m (MOD13Q1) product were used to generate annual DLC maps, using a three-tiered hierarchical classification scheme. Classification accuracy at the broadest (primary) class level was over 91% for all years, while it ranged from 72 to 81% at the secondary class level. The most detailed class level (tertiary) had accuracy levels ranging from 61 to 68%. The approach used was able to accommodate variable climatic conditions, which had substantial impacts on vegetation growth patterns and agricultural production across the state between both regions and years. The production of an annual dataset with complete spatial coverage for Victoria provides a reliable base data set with an accuracy that is fit-for-purpose for many applications.
authors.affiliation: Agriculture Research, Victorian Department of Economic Development, Jobs, Transport and Resources, Parkville, Victoria 3053, Australia.
authors.forename: Kathryn
authors.initials: K
authors.lastname: Sheffield
authors.affiliation: Agriculture Research, Victorian Department of Economic Development, Jobs, Transport and Resources, Epsom, Victoria 3551, Australia.
authors.forename: Elizabeth
authors.initials: E
authors.lastname: Morse-McNabb
authors.affiliation: Agriculture Research, Victorian Department of Economic Development, Jobs, Transport and Resources, Epsom, Victoria 3551, Australia.
authors.forename: Rob
authors.initials: R
authors.lastname: Clark
authors.affiliation: Agriculture Research, Victorian Department of Economic Development, Jobs, Transport and Resources, Horsham, Victoria 3400, Australia.
authors.forename: Susan
authors.initials: S
authors.lastname: Robson
authors.affiliation: Agriculture Research, Victorian Department of Economic Development, Jobs, Transport and Resources, Tatura, Victoria 3616, Australia.
authors.forename: Hayden
authors.initials: H
authors.lastname: Lewis
mesh_terms: D000383:Agriculture; D004784:Environmental Monitoring; D063809:Satellite Imagery; D014739:Victoria