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<delPoint>41 Boggo Road</delPoint>
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<ordInstr>Open the Queensland Spatial Catalogue (QSpatial). Select the large SEARCH button and all available records are displayed. Select one of the four filter options provided and then the further options within the filter. The resultant search is then displayed. Select your record and complete the order.</ordInstr>
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<transSize>400</transSize>
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<resTitle>Active crop groups 1988 ongoing</resTitle>
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<date>
<pubDate>2023-04-12</pubDate>
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<rpPosName>Science Leader, Remote Sensing Centre</rpPosName>
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<idAbs>This dataset shows the broad groups of crops grown in Queensland's Strategic Cropping Land, for a particular growing-season. The predicted group is stored in the attribute table (field 'CLASS'), along with the probability of the prediction (field 'P_CLASS', the larger this value, the more certain is 'CLASS').</idAbs>
<idPurp>The statistical classifier predicts these classes of crops in summer: "Cotton", "Sugarcane", and "OtherCrop" (predominantly sorghum, but also includes, e.g., maize, mung bean, peanut).
In winter, the statistical classifier predicts only a "Crop" class (i.e. whether a crop was grown or not).
Note that the extent of the mapping changes by season: in winter the maps are restricted to what we define as the 'western' cropping zone only; in summer, predictions extend further, into the potential sugarcane-growing areas of the 'coastal' zone (which includes northern NSW). Any other crops grown in the coastal zone, apart from sugarcane, are not considered.</idPurp>
<idCredit>Credits: © State of Queensland (Department of Environment and Science), 2023</idCredit>
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<postCode>4000</postCode>
<country>AU</country>
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<keyword>AGRICULTURE</keyword>
<keyword>AGRICULTURE-Crops</keyword>
<keyword>LAND-Cover</keyword>
<keyword>LAND-Use</keyword>
<thesaName>
<resTitle>ANZLIC Search Words</resTitle>
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<themeKeys>
<keyword>Sciences</keyword>
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<keyword>Active</keyword>
<keyword>crop</keyword>
<keyword>active crop</keyword>
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<resTitle>Common name</resTitle>
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<keyword>AGRICULTURE</keyword>
<keyword>AGRICULTURE-Crops</keyword>
<keyword>LAND-Cover</keyword>
<keyword>LAND-Use</keyword>
<keyword>Sciences</keyword>
<keyword>Active</keyword>
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The Department of Environment and Science requests attribution in the following manner:
© State of Queensland (Department of Environment and Science) 2023.</useLimit>
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<statement>All the data described here has been generated from the analysis of satellite imagery at a spatial resolution of approximately 30 m. A grid of Landsat TM, ETM+ and OLI data were supplemented by Sentinel-2 (after 2016) and MODIS (after 2000) imagery when large temporal data gaps occurred.</statement>
<dataSource>
<srcDesc>Breiman, L. (2001). Random Forests. Machine Learning, 45, 5-32. http://dx.doi.org/10.1023/A:1010933404324 Bunting, P., Clewley, D. Lucas, R.M. and Gillingham, S. (2014). The Remote Sensing and GIS Software Library (RSGISLib). Computers and Geosciences, 62, 216-226. http://dx.doi.org/10.1016/j.cageo.2013.08.007. Danaher, T. and Collett, L (2006). Development, Optimisation and Multi-temporal Application of a Simple Landsat Based Water Index. Proceedings of the 13th Australasian Remote Sensing and Photogrammetry Conference, Canberra, Australia, November 2006. Flood, N., Danaher, T., Gill, T. and Gillingham, S. (2013). An Operational Scheme for Deriving Standardised Surface Reflectance from Landsat TM/ETM+ and SPOT HRG Imagery for Eastern Australia. Remote Sens., 5(1), 83-109. http://dx.doi.org/10.3390/rs5010083. Flood, N. (2014). Continuity of Reflectance Data between Landsat-7 ETM+ and Landsat-8 OLI, for Both Top-of-Atmosphere and Surface Reflectance: A Study in the Australian Landscape. Remote Sensing, 6, 7952-7970. http://dx.doi.org/10.3390/rs6097952. Schmidt, M., Pringle, M., Devadas, R., Denham, J., and Tindall, D. (2016). A Framework for Large-Area Mapping of Past and Present Cropping Activity Using Seasonal Landsat Images and Time Series Metrics. Remote Sensing, 8, 312; http://dx.doi.org/doi:10.3390/rs8040312.</srcDesc>
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