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Yun Fan
,
Vladimir Krasnopolsky
,
Huug van den Dool
,
Chung-Yu Wu
, and
Jon Gottschalck

and seasonal factors such as the state of El Niño, soil moisture, snow, and sea ice, along with others, is not yet well established for subseasonal forecasts. Sharma et al. (2017) and Pan et al. (2019) studied precipitation forecasts in the eastern United States and the West Coast from short to extended range and found the current state-of-the-art models provide little useful forecast skill beyond week 1–2. Numerical forecast of the atmospheric rivers, atmospheric blocking, and tropical

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