Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia

Incoming solar irradiance covers a wide range of wavelengths with different intensities which drives almost every biological and physical cycle on earth at a selective wavelength. Estimation of the intensities of each wavelength for the solar irradiance on the earth surface provides a better way to...

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Main Authors: Yeap, E. C., Lau, Alvin Meng Shin, Busu, Ibrahim, Kanniah, Kasturi Devi, Rasib, Abd. Wahid, Wan Kadir, Wan Hazli
Format: Article
Language:English
Published: Institute of Physics Publishing 2014
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Online Access:http://eprints.utm.my/id/eprint/52376/1/E.C.Yeap2014_Developmentoflocalatmospheric.pdf
http://eprints.utm.my/id/eprint/52376/
http://dx.doi.org/10.1088/1755-1315/18/1/012103
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spelling my.utm.523762018-09-17T04:08:15Z http://eprints.utm.my/id/eprint/52376/ Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia Yeap, E. C. Lau, Alvin Meng Shin Busu, Ibrahim Kanniah, Kasturi Devi Rasib, Abd. Wahid Wan Kadir, Wan Hazli HD Industries. Land use. Labor Incoming solar irradiance covers a wide range of wavelengths with different intensities which drives almost every biological and physical cycle on earth at a selective wavelength. Estimation of the intensities of each wavelength for the solar irradiance on the earth surface provides a better way to understand and predict the radiance energy. It requires that the atmospheric and geometric input and the availability of atmospheric parameter is always the main concern in estimating solar irradiance. In this study, a local static atmospheric model for Peninsular Malaysia was built to provide the atmospheric parameters in the estimation of solar irradiance. Ten years of monthly Atmospheric Infrared Sounder (AIRS) average data (water vapor, temperature, humidity and pressure profile) of the Peninsular Malaysia was used for the building of the atmospheric model and the atmospheric model were assessed based on the measured meteorological data with RMSE of 4.7% and 0.7k for both humidity and temperature respectively. The atmospheric model were applied on a wellestablished radiative transfer model namely SMARTS2. Some modifications are required in order to include the atmospheric model into the radiative transfer model. The solar irradiance results were then assessed with measured irradiance data and the results show that both the radiative transfer model and atmospheric model were reliable with RMSE value of 0.5Wm-2. The atmospheric model was further validated based on the measured meteorological data (temperature and humidity) provided by the Department of Meteorology, Malaysia and high coefficient of determination with R2 value of 0.99 (RMSE value = 4.7%) and 0.90 (RMSE value = 0.7k) were found for both temperature and humidity respectively Institute of Physics Publishing 2014 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/52376/1/E.C.Yeap2014_Developmentoflocalatmospheric.pdf Yeap, E. C. and Lau, Alvin Meng Shin and Busu, Ibrahim and Kanniah, Kasturi Devi and Rasib, Abd. Wahid and Wan Kadir, Wan Hazli (2014) Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia. 8th International Symposium of the Digital Earth (ISDE8), 18 (1). pp. 1-6. ISSN 1755-1315 http://dx.doi.org/10.1088/1755-1315/18/1/012103 DOI: 10.1088/1755-1315/18/1/012103
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic HD Industries. Land use. Labor
spellingShingle HD Industries. Land use. Labor
Yeap, E. C.
Lau, Alvin Meng Shin
Busu, Ibrahim
Kanniah, Kasturi Devi
Rasib, Abd. Wahid
Wan Kadir, Wan Hazli
Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
description Incoming solar irradiance covers a wide range of wavelengths with different intensities which drives almost every biological and physical cycle on earth at a selective wavelength. Estimation of the intensities of each wavelength for the solar irradiance on the earth surface provides a better way to understand and predict the radiance energy. It requires that the atmospheric and geometric input and the availability of atmospheric parameter is always the main concern in estimating solar irradiance. In this study, a local static atmospheric model for Peninsular Malaysia was built to provide the atmospheric parameters in the estimation of solar irradiance. Ten years of monthly Atmospheric Infrared Sounder (AIRS) average data (water vapor, temperature, humidity and pressure profile) of the Peninsular Malaysia was used for the building of the atmospheric model and the atmospheric model were assessed based on the measured meteorological data with RMSE of 4.7% and 0.7k for both humidity and temperature respectively. The atmospheric model were applied on a wellestablished radiative transfer model namely SMARTS2. Some modifications are required in order to include the atmospheric model into the radiative transfer model. The solar irradiance results were then assessed with measured irradiance data and the results show that both the radiative transfer model and atmospheric model were reliable with RMSE value of 0.5Wm-2. The atmospheric model was further validated based on the measured meteorological data (temperature and humidity) provided by the Department of Meteorology, Malaysia and high coefficient of determination with R2 value of 0.99 (RMSE value = 4.7%) and 0.90 (RMSE value = 0.7k) were found for both temperature and humidity respectively
format Article
author Yeap, E. C.
Lau, Alvin Meng Shin
Busu, Ibrahim
Kanniah, Kasturi Devi
Rasib, Abd. Wahid
Wan Kadir, Wan Hazli
author_facet Yeap, E. C.
Lau, Alvin Meng Shin
Busu, Ibrahim
Kanniah, Kasturi Devi
Rasib, Abd. Wahid
Wan Kadir, Wan Hazli
author_sort Yeap, E. C.
title Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
title_short Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
title_full Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
title_fullStr Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
title_full_unstemmed Development of local atmospheric model for estimating solar irradiance in Peninsular Malaysia
title_sort development of local atmospheric model for estimating solar irradiance in peninsular malaysia
publisher Institute of Physics Publishing
publishDate 2014
url http://eprints.utm.my/id/eprint/52376/1/E.C.Yeap2014_Developmentoflocalatmospheric.pdf
http://eprints.utm.my/id/eprint/52376/
http://dx.doi.org/10.1088/1755-1315/18/1/012103
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score 13.188404