Software Open Access
Scarth, Peter;
Denham, Robert;
Watson, Fiona
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="041" ind1=" " ind2=" "> <subfield code="a">eng</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">remote sensing</subfield> </datafield> <controlfield tag="005">20230122183535.0</controlfield> <controlfield tag="001">7008343</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of Queensland</subfield> <subfield code="0">(orcid)0000-0002-3342-7970</subfield> <subfield code="a">Denham, Robert</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">Department of Environment and Science, Queensland, Australia</subfield> <subfield code="a">Watson, Fiona</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">865064</subfield> <subfield code="z">md5:83b9f99630581aac7acea4088b92fac9</subfield> <subfield code="u">https://zenodo.org/record/7008343/files/fractionalcover3-master.zip</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2022-08-19</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">software</subfield> <subfield code="p">user-remote-sensing</subfield> <subfield code="o">oai:zenodo.org:7008343</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">University of Queensland</subfield> <subfield code="0">(orcid)0000-0001-5091-7915</subfield> <subfield code="a">Scarth, Peter</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">JRSRP Fractional cover v3</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-remote-sensing</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://opensource.org/licenses/MIT</subfield> <subfield code="a">MIT License</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>The fractional cover v3.0 model is a Multi Layer Perceptron (neural network) model architecture that uses surface reflectance to estimate the three cover fractions of bare ground, photosynthetic vegetation (PV) and non-photosynthetic vegetation (NPV). The MLP model was trained with Tensorflow using Landsat TM, ETM+ and OLI surface reflectance and a collection of 4000 field observations of overstorey and ground cover. The field observations covered a wide variety of vegetation, soil and climate types across Australia, collected between 1997 and 2018.</p></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.7008342</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.7008343</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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