Validation and Performance of Satellite Meteorological Dataset MERRA-2 for Solar and Wind Applications
نویسندگان
چکیده
Fast-growing energy demand of the world makes researchers focus on finding new sources or optimizing already-developed approaches. For an efficient use solar and wind in system, correct design sizing a power system is high importance improving process data obtaining for this purpose leads to higher performance lower cost per unit energy. It essential have most precise possible estimation potential other local weather parameters order fully feed avoid extra costs. There are various methods data, such as measurements, official organizational satellite obtained, reanalysis data. In paper, Modern-Era Retrospective analysis Research Applications dataset version 2 (MERRA-2) provided by NASA introduced its evaluated comparison locally measured datasets offered meteorological institutions Meteonorm Deutscher Wetterdienst (DWD, Germany’s National Meteorological Service) around world. After comparison, correlation coefficients from 0.95 0.99 observed monthly global horizontal irradiance values. case air temperature, speed 0.81 observed. High with ground measurements relatively low errors confirmed, especially temperature values, that MERRA-2 valuable dataset, considering coverage availability.
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ژورنال
عنوان ژورنال: Energies
سال: 2021
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en14040882