August 19, 2022 Software Open Access

Scarth, Peter; Denham, Robert; Watson, Fiona

DCAT Export

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    <dct:title>JRSRP Fractional cover v3</dct:title>
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    <dct:description>&lt;p&gt;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.&lt;/p&gt;</dct:description>
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