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Gail Skofronick-Jackson, Mark Kulie, Lisa Milani, Stephen J. Munchak, Norman B. Wood, and Vincenzo Levizzani

important over land surfaces, falling snow over oceans and lakes represents a loss to capturing that water for resources and can affect the water body characteristics by changing the salinity and/or water temperature ( Kattsov and Walsh 2000 ; Holland et al. 2007 ). Since it is difficult to measure global precipitation from ground-based observations ( Kidd et al. 2017 ), satellite observations are required (e.g., Levizzani et al. 2011 ). The Tropical Rainfall Measuring Mission (TRMM) and other

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