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- W4313431925 abstract "Weather radar and satellite precipitation observations are commonly used to analyze the environment or to incorporate precipitation information into various kinds of predictive and estimation models. Since we found significant discrepancies between these two sources of data (specifically between the Slovak Hydrometeorological Institute’s weather radar and H-SAF H03 satellite precipitation estimates), in this paper we decided to evaluate both against the ground truth rain gauge data. Overall, the weather radar estimates came out as the more reliable of the two, with the average relative absolute error RAE at 0.422 and its sample deviation StDev-s at 0.079, while HSAF H03 average RAE was 0.616 and its StDev-s 0.030. Moreover, contrary to our original expectations, when we separated light rain and heavier rain episodes (setting 5mm daily precipitation at a rain gauge as our threshold), both the weather radar and H-SAF H03 satellite turned out to be considerably more accurate in terms of RAE for lighter rain than for heavier rain." @default.
- W4313431925 created "2023-01-06" @default.
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- W4313431925 date "2023-01-01" @default.
- W4313431925 modified "2023-09-25" @default.
- W4313431925 title "Validating Radar and Satellite Precipitation Estimates Against Rain Gauge Records in Slovakia" @default.
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- W4313431925 doi "https://doi.org/10.1007/978-3-031-21438-7_13" @default.
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