Assessment of Typical Meteorological Year Data in Photovoltaic Geographical Information System 5.2, Based on Reanalysis and Ground Station Data from 147 European Weather Stations

IF 2.5 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Atmosphere Pub Date : 2023-12-09 DOI:10.3390/atmos14121803
Kinga Kulesza, Ana Martinez, Nigel Taylor
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Abstract

The Photovoltaic Geographical Information System (PVGIS) is a web application that provides free access to solar radiation and temperature data, typical meteorological year (TMY) data, and to photovoltaic performance assessment tools for any place in most parts of the world. The PVGIS was originally developed over 20 years ago, and since then, it has been under continuous development. At present, there are two versions of the PVGIS online—the older version 5.1 and the newest version 5.2. PVGIS 5.2 includes substantial improvements compared to the previous version, e.g., the update of the underlying data sets both in terms of quality, resolution, and geographical coverage and the extension of the time period used. This paper focuses on comparing the TMYs (and more specifically the TMY time series of air temperature), coming from both PVGIS 5.1 and 5.2, with the TMY produced on the basis of ground station meteorological data and with the ground station data itself. The results show that whereas overall the errors and biases for most locations are within the expected range (mean stationRMSE 4.27), these differences increase in places with complicated topography, e.g., in the Alps (maximum stationRMSE 9.50).
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基于 147 个欧洲气象站的再分析和地面站数据,评估光伏地理信息系统 5.2 中的典型气象年数据
光伏地理信息系统(PVGIS)是一个网络应用程序,可免费获取太阳辐射和温度数据、典型气象年(TMY)数据以及世界大部分地区任何地方的光伏性能评估工具。PVGIS 最初开发于 20 多年前,此后一直在不断发展。目前,PVGIS 在线版本有两个--较早的 5.1 版和最新的 5.2 版。PVGIS 5.2 与前一版本相比有了很大改进,例如在质量、分辨率和地理覆盖范围方面更新了基础数据集,并延长了使用时间段。本文重点比较了 PVGIS 5.1 和 5.2 中的 TMY(更具体地说是气温 TMY 时间序列)与基于地面站气象数据和地面站数据本身生成的 TMY。结果表明,虽然大多数地点的误差和偏差总体上都在预期范围内(平均站点均方根误差等 效值为 4.27),但在地形复杂的地方,如阿尔卑斯山(最大站点均方根误差等效值为 9.50),误差和偏差就会增大。
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来源期刊
Atmosphere
Atmosphere METEOROLOGY & ATMOSPHERIC SCIENCES-
CiteScore
4.60
自引率
13.80%
发文量
1769
审稿时长
1 months
期刊介绍: Atmosphere (ISSN 2073-4433) is an international and cross-disciplinary scholarly journal of scientific studies related to the atmosphere. It publishes reviews, regular research papers, communications and short notes, and there is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental and/or methodical details must be provided for research articles.
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