Arid
DOI10.1002/joc.3408
Modelling monthly diffuse solar radiation fraction and its validity over the Indian sub-tropics
Singh, Jyotsna1; Bhattacharya, Bimal K.2; Kumar, Manoj1; Mallick, Kaniska3
通讯作者Singh, Jyotsna
来源期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2013
卷号33期号:1页码:77-86
英文摘要

A three-parameter sigmoidal ’local’ model (climate-specific) and a ’regional’ model (common for all climates) have been developed for measuring the monthly average diffuse solar radiation fraction from atmospheric transmissivity by using large, 21-year datasets (1973-1993) over four stations (Jodhpur, New Delhi, Nagpur and Kolkata). These stations represent the four ’prime’ climates (arid, semi-arid, sub-humid and humid) over the Indian sub-tropics. The models have been validated with the longer time-series (10 years) of independent datasets (1994-2003) of 4 ’prime’ climates as well as datasets from 16 stations using one-year datasets (termed as secondary stations) of the Indian region. The monthly diffuse fraction estimates were also compared with seven globally existing models. The ’regional’ model showed more accurate estimates than ’local’ models over three (semi-arid, sub-humid and humid) of the four ’prime’ climates. However, the different error statistics showed that the ’regional’ model outperformed the globally existing models which failed to capture diffuse fraction variability over the Indian sub-tropics. The extendibility of the ’regional’ model over ’secondary’ stations in India showed an overall good performance with R-2: 0.78-0.96 and RMSE: 0.017-0.125, except for two stations. These models are unique for Indian sub-tropics and can undoubtedly be used for predicting future diffuse solar radiation fraction from transmissivity datasets of climate simulations, and also for other meteorological, climatological, solar energy-based applications. Copyright (C) 2011 Royal Meteorological Society


英文关键词atmospheric transmissivity diffuse solar radiation fraction India modelling
类型Article
语种英语
国家India ; USA
收录类别SCI-E
WOS记录号WOS:000313753600006
WOS关键词MONTHLY-AVERAGE ; CLOUDS
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/177692
作者单位1.Birla Inst Technol, Ctr Excellence Climatol, Ranchi 835215, Jharkhand, India;
2.Space Applicat Ctr ISRO, Agr Terr Biosphere & Hydrol Grp ABHG, Ahmadabad 380015, Gujarat, India;
3.CALTECH, NASA, Water & Carbon Cycles Grp, Jet Prop Lab, Pasadena, CA 91109 USA
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Singh, Jyotsna,Bhattacharya, Bimal K.,Kumar, Manoj,et al. Modelling monthly diffuse solar radiation fraction and its validity over the Indian sub-tropics[J],2013,33(1):77-86.
APA Singh, Jyotsna,Bhattacharya, Bimal K.,Kumar, Manoj,&Mallick, Kaniska.(2013).Modelling monthly diffuse solar radiation fraction and its validity over the Indian sub-tropics.INTERNATIONAL JOURNAL OF CLIMATOLOGY,33(1),77-86.
MLA Singh, Jyotsna,et al."Modelling monthly diffuse solar radiation fraction and its validity over the Indian sub-tropics".INTERNATIONAL JOURNAL OF CLIMATOLOGY 33.1(2013):77-86.
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