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Validation and Spatiotemporal Distribution of GEOS-5-Based Planetary Boundary Layer Height and Relative Humidity in China 被引量:2
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作者 Yidan SI Shenshen LI +4 位作者 Liangfu CHEN Chao YU Zifeng WANG Yang WANG Hongmei WANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2018年第4期479-492,共14页
Few studies have specifically focused on the validation and spatiotemporal distribution of planetary boundary layer height (PBLH) and relative humidity (RH) data in China. In this analysis, continuous PBLH and sur... Few studies have specifically focused on the validation and spatiotemporal distribution of planetary boundary layer height (PBLH) and relative humidity (RH) data in China. In this analysis, continuous PBLH and surface-level RH data simulated from GEOS-5 between 2004 and 2012, were validated against ground-based observations. Overall, the simulated RH was consistent with the statistical data from meteorological stations, with a correlation coefficient of 0.78 and a slope of 0.9. However, the simulated PBLH was underestimated compared to LIDAR data by a factor of approximately two, which was primarily because of poor simulation in late summer and early autumn. We further examined the spatiotemporal distribution characteristics of two factors in four regions--North China, South China, Northwest China, and the Tibetan Plateau. The results showed that the annual PBLH trends in all regions were fairly moderate but sensitive to solar radiation and precipitation, which explains why the PBLH values were ranked in order from largest to smallest as follows: Tibetan Plateau, Northwest China, North China, and South China. Strong seasonal variation of the PBLH exhibited high values in summer and low values in winter, which was also consistent with the turbulent vertical exchange. Not surprisingly, the highest RH in South China and the lowest RH in desert areas of Northwest China (less than 30%). Seasonally, South China exhibited little variation, whereas Northwest China exhibited its highest humidity in winter and lowest humidity in spring, the maximum values in the other regions were obtained from July to September. 展开更多
关键词 geos-5 planetary boundary layer height relative humidity VALIDATION spatiotemporal distribution
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基于NASA地球观测数据库的区域风电功率波动特性分析 被引量:52
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作者 于大洋 韩学山 +1 位作者 梁军 宋曙光 《电力系统自动化》 EI CSCD 北大核心 2011年第5期77-81,共5页
针对大范围和长期风速观测网络不完善、风资源数据缺乏的问题,提出利用美国航天局(NASA)Goddard地球观测系统数据同化系统的版本5(GEOS-5 DAS)的全球风速数据,对国内大范围风电功率波动进行评估的方法。根据GEOS-5 DAS的50 m高度风速和G... 针对大范围和长期风速观测网络不完善、风资源数据缺乏的问题,提出利用美国航天局(NASA)Goddard地球观测系统数据同化系统的版本5(GEOS-5 DAS)的全球风速数据,对国内大范围风电功率波动进行评估的方法。根据GEOS-5 DAS的50 m高度风速和Gipe公式得到风速的垂直分布,按照Vestas V90-2.0 MW风电机组的功率特性曲线将风速转化为风电功率,得到不同时间尺度下的容量因数曲线。对中国正在建设的6个千万千瓦级风电基地的季节性风电功率波动、小时功率波动及其季节性差异和地域相关性进行了定量分析。所提出的分析方法和结果为区域风电科学规划和优化调度提供了科学的依据。 展开更多
关键词 风力发电 功率波动 geos-5 DAS 美国航天局 地球观测数据库
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