Local-thermal-gradient and large-scale-circulation impacts on turbine-height wind speed forecasting over the Columbia River Basin
نویسندگان
چکیده
Abstract. We investigate the sensitivity of turbine-height wind speed forecast to initial condition (IC) uncertainties over Columbia River Gorge (CRG) and Basin (CRB) for two typical weather phenomena, i.e., local-thermal-gradient-induced marine air intrusion a cold frontal passage. Four types anomalies their associated IC related local thermal gradients large-scale circulations are identified using self-organizing map (SOM) technique. The four SOM categorized into patterns, each accounting half ensemble members. first pattern corresponds that alter through modulating system, which produces strongest in CRG CRB. In second pattern, moderate gradient circulation jointly contribute anomaly. analyze cross section temperature gorge explore evolution vertical features type. induced by more concentrated near front. contrast, found above surface anomalies. Moreover, accuracy CRB is limited few specific regions, e.g., 2 m within basin northeast Pacific around 140∘ W.
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ژورنال
عنوان ژورنال: Wind energy science
سال: 2022
ISSN: ['2366-7451', '2366-7443']
DOI: https://doi.org/10.5194/wes-7-37-2022