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评估加纳热带气候下的 NASA-POWER 再分析产品中的太阳辐射资源,以应用于清洁能源。

Assessment of solar radiation resource from the NASA-POWER reanalysis products for tropical climates in Ghana towards clean energy application.

机构信息

Research and Development Division, Ghana National Petroleum Corporation, Tema, Ghana.

Department of Mechanical Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.

出版信息

Sci Rep. 2022 Jun 23;12(1):10684. doi: 10.1038/s41598-022-14126-9.

Abstract

In order to expand the output of solar power systems for efficient integration into the national grid, solar energy resource assessment at site is required. A major impediment however, is the widespread scarcity of radiometric measurements, which can be augmented by satellite observation. This paper assessed the suitability of satellite-based solar radiation resource retrieved from the NASA-POWER archives at [Formula: see text] spatial resolution over Ghana-West Africa, to develop a long-term source reference. The assessment is based on the criteria of comparison with estimations from sunshine duration measurement for 22 synoptic stations. Overall, the satellite-based data compared well with ground-based estimations by r = 0.6-0.94 ± 0.1. Spatiotemporally, the agreement is strongest over the northern half Savannah-type climate during March-May, and weakest over the southern half Forest-type climate during June-August. The assessment provides empirical framework to support solar energy utilization in the sub-region.

摘要

为了扩大太阳能发电系统的输出功率,以便将其高效集成到国家电网中,需要对现场的太阳能资源进行评估。然而,广泛缺乏辐射测量是一个主要障碍,卫星观测可以对此进行补充。本文评估了从 NASA-POWER 档案中以[Formula: see text]空间分辨率检索到的基于卫星的太阳辐射资源在加纳-西非的适用性,以开发长期的源参考。评估的依据是与 22 个天气站的日照时间测量估计值进行比较的标准。总体而言,卫星数据与地面估计值的相关性很好,r 值为 0.6-0.94±0.1。从时空上看,在 3 月至 5 月的北部半萨凡纳气候类型和 6 月至 8 月的南部半森林气候类型期间,相关性最强。该评估为该次区域的太阳能利用提供了经验框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0634/9226134/74df7e767da5/41598_2022_14126_Fig1_HTML.jpg

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