GSTDTAP  > 气候变化
DOI10.1029/2018JD029169
From Point to Area: Worldwide Assessment of the Representativeness of Monthly Surface Solar Radiation Records
Schwarz, M.1; Folini, D.1; Hakuba, M. Z.2,3; Wild, M.1
2018-12-27
发表期刊JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
ISSN2169-897X
EISSN2169-8996
出版年2018
卷号123期号:24页码:13857-13874
文章类型Article
语种英语
国家Switzerland; USA
英文摘要

The representativeness of surface solar radiation (SSR) point observations is an important issue when using them in combination with gridded data. We conduct a comprehensive near-global (50 degrees Sto55 degrees N) analysis on the representativeness of SSR point observations on the monthly mean time scale. Thereto, we apply the existing concepts of decorrelation lengths (), spatial sampling biases (), and spatial sampling errors (epsilon) to three high-resolution gridded monthly mean SSR data sets (CLARA, SARAH-P, and SARAH-E) provided by the Satellite Application Facility on Climate Monitoring. While quantifies the area for which a point observation is representative, and epsilon are uncertainty estimates with respect to the 1-degree reference grid (G). For this grid we find a near-global average (G)=3.4 degrees, (G)=1.4W/m(2), and epsilon(G)=7.6W/m(2) with substantial regional differences. Disregarding tropical, mountainous, and some coastal regions, monthly SSR point observations can largely be considered representative of a 1-degree grid. Since epsilon is an uncorrectable error the total uncertainty when combining point with 1-degree gridded data is roughly 40% higher than the uncertainty of station-based SSR measurements alone if a rigorous bias correction is applied. Cloud cover and terrain data can at maximum explain 50% of the patterns of the representativeness metrics. We apply our methodology to the stations of the Baseline Surface Radiation Network. Overall, this study shows that representativeness is strongly dependent on local conditions and that all three metrics (, , and epsilon) must be considered for a comprehensive assessment of representativeness.


Plain Language Summary Station-based observations are the most robust way to measure the amount of solar radiation reaching the Earth's surface (surface solar radiation [SSR]). These measurements are point observations yet are often used in combination with satellite or model data (e.g., for validation or for derivation of other quantities). The latter have a typical spatial extent up to a few hundred kilometers. Thus, it is important that the point observations are representative of this large area. In this paper, we show that the representativeness of SSR point observations varies regionally and is strongly dependent on local conditions. We find that some regions are problematic in terms of representativeness. However, in most regions SSR point observations can be considered representative for a 1-degree grid. We quantified additional uncertainties, which have to be taken into account when combining point and gridded data.


英文关键词surface solar radiation representativeness near-global assessment decorrelation length spatial sampling error spatial sampling bias
领域气候变化
收录类别SCI-E
WOS记录号WOS:000455876300014
WOS关键词SATELLITE-BASED RETRIEVAL ; SHORTWAVE RADIATION ; ENERGY-BALANCE ; VALIDATION ; IRRADIANCE ; FLUXES ; VARIABILITY ; NETWORK ; EUROPE ; TRENDS
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/33978
专题气候变化
作者单位1.Inst Atmospher & Climate Sci, Zurich, Switzerland;
2.Colorado State Univ, Dept Atmospher Sci, Ft Collins, CO 80523 USA;
3.CALTECH, Jet Prop Lab, Pasadena, CA 91125 USA
推荐引用方式
GB/T 7714
Schwarz, M.,Folini, D.,Hakuba, M. Z.,et al. From Point to Area: Worldwide Assessment of the Representativeness of Monthly Surface Solar Radiation Records[J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,2018,123(24):13857-13874.
APA Schwarz, M.,Folini, D.,Hakuba, M. Z.,&Wild, M..(2018).From Point to Area: Worldwide Assessment of the Representativeness of Monthly Surface Solar Radiation Records.JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,123(24),13857-13874.
MLA Schwarz, M.,et al."From Point to Area: Worldwide Assessment of the Representativeness of Monthly Surface Solar Radiation Records".JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 123.24(2018):13857-13874.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Schwarz, M.]的文章
[Folini, D.]的文章
[Hakuba, M. Z.]的文章
百度学术
百度学术中相似的文章
[Schwarz, M.]的文章
[Folini, D.]的文章
[Hakuba, M. Z.]的文章
必应学术
必应学术中相似的文章
[Schwarz, M.]的文章
[Folini, D.]的文章
[Hakuba, M. Z.]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。