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Earth Observation aLMI Derived Water Quality Products for Lake Hume

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Research Data Australia2024-12-14 收录
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https://researchdata.edu.au/earth-observation-almi-lake-hume/3378987
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Sentinel-2 and Landsat-8 images of Lake Hume processed using the CSIRO inversion model aLMI (Brando, V. E., A. G. Dekker, Y. J. Park, and T. Schroeder (2012), An adaptive semiͲanalytical inversion of\nocean colour radiometry in optically complex waters, Applied Optics, 51(15), 2808Ͳ2833) for the PrimeWater H2020 project.\nLineage: The aLMI code was installed on the CSIRO EASI platform (https://research.csiro.au/cceo/underpinning-technologies/earth-analytics/ ) and applied to the two Australian study sites using the multispectral Sentinel-2 and Landsat-8 analysis ready data (ARD) surface reflectance data publicly available on the Digital Earth Australia. The aLMI model was applied to the Sentinel-2 and Landsat 8 Analysis Ready Data (ARD) parameterised using SIOP sets from Lake Hume and the WWTP sites. Eight SIOP sets were provided to the model for Lake Hume and WWTP runs respectively. In each case, inversion runs for each site were conducted using the SIOP sets measured at the water body. The aLMI code retrieves simultaneous concentration estimations of chlorophyll-a and Non-algal Particulates (NAP), Colour Dissolved Organic Matter absorption (aCDOM(440nm)), Vertical Attenuation coefficient Kd(490nm) and Secchi Disk Depth (SDD). Additional parameters can be output if required, including:\n•\tDiffuse extinction coefficient (PAR) \n•\tTotal, Phytoplankton and NAP absorption\n•\tPhytoplankton, Particulate & NAP backscattering \n•\tModel closure\n
提供机构:
Commonwealth Scientific and Industrial Research Organisation
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