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  • The 1st NOAA Workshop on Leveraging AI in the Exploitation of Satellite Earth Observations & Numerical Weather Prediction x
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Dan Lu, Goutam Konapala, Scott L. Painter, Shih-Chieh Kao, and Sudershan Gangrade

September 2014 to 13 October 2016, a total of 774 daily observations. Pumphouse has 3 years of data from 1 October 2014 to 30 September 2017, while Rock Creek has data from 31 August 2014 to 4 October 2017, a total of 1131 daily observations. Gauge station 09112500 has over 86 years of continuous daily streamflow records from 1 October 1934 till present. Besides the observed streamflow, we have catchment aggregated meteorological forcing data such as precipitation, daily maximum and minimum temperatures

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Yaling Liu, Dongdong Chen, Soukayna Mouatadid, Xiaoliang Lu, Min Chen, Yu Cheng, Zhenghui Xie, Binghao Jia, Huan Wu, and Pierre Gentine

interference of dense plant canopy and limitations in the depth of detection within the soil column ( Entekhabi et al. 2014 ), as well as sensor limitations (especially before the use of L-band radiometers). Likewise, the fidelity of LSM simulations may be undermined by model errors (e.g., model structure error, model parameter error), forcing data uncertainties and limited usage of ground-based observations for model calibration and validation ( Xia et al. 2014 ). Thus, efforts that aim to improve large

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