7 research outputs found
Evaluating the performance of some predictive models for estimating global solar radiation across varying climatic conditions in Nigeria
121-131
The performance of both temperature and sunshine dependent models
were evaluated for different selected tropical sites, which are situated across
four different climatic zones, viz. Sahelian, Guinea Savannah, Midland
and Coastal area in Nigeria.
The regression constants were obtained for the first, second and third order
Angstrom type [Garcia J V, Principios
F’isicos de la Climatolog’ia. Ediciones UNALM (Universidad Nacional Agraria
La Molina: Lima, Peru), 1994; Hargreaves G &
Samani Z, Estimating potential evapotranspiration, J Irrigat Drainage Eng (USA), 108 (1982) pp 225-230] models for all
the stations using the method of regression analysis. Model evaluation
performance analyses were carried out to determine which model is more suitable
for a given climatic condition. The results indicated that the third order
Angstrom type correlations do not improve the accuracy of estimation of global
radiation. In addition, the results also revealed that temperature and sunshine
hour dependent models are more suitable for the simulation of global radiation
in the Sahelian and Guinea Savannah climatic condition, respectively. All the
models exhibited the tendency to perform suitably well in the Midland and Coastal areas. On the seasonal
consideration, the sunshine hour dependent models were found more suitable for
the estimation of solar global radiation across all the varying climatic
conditions during the dry season. However, all the models were found suitable
during the wet season except for the Sahelian where only the temperature
dependent models have been found exclusively suitable.
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Estimation of global solar radiation in Nigeria using a modified Angstrom model and the trend analysis of the allied meteorological components
213-224The trend of some
common and related atmospheric variables were investigated in the light of
climate change on annual time scale and a suitable scheme was further developed
for the simulation of annual global solar radiation in Nigeria. In this
connection, annual trends of global solar radiation, air temperature,
precipitation, relative humidity and sunshine hours was carried out, covering
about 13 tropical stations during 1975-2006 in Nigeria using F-test as the
significance test technique.
It was found that nine stations exhibited an upward trend in global solar
radiation series, of which 6 passed F-test at
1% significant level. At 11 stations, precipitation had shown an increasing
trends but none passed F-test at 2.5% and hence, not significant. About 98.8%
of the stations displayed an upward trend in sunshine hours of which 16% passed
F-test at
1% significant level. On trend analysis for relative humidity series, eight
stations exhibited a positive trend and only one station passed F-test at 1%
significant level. The trend of temperature series in Nigeria under the period
under investigation was found to be increasing at 12 stations and eight
stations passed the F-test at 1% significant level. The other objective of this
study was to determine a more suitable empirical equation by modifying Angstrom
model for the estimation of global solar radiation using all data for all 14
stations pooled together to predict global solar radiation using linear and
multiple linear regression. This was done to improve the low performance of the
Angstrom model used for the annual estimation of global solar radiation. The
model parameters ‘a’ and ‘b’ of Angstrom model were parameterized in terms of
the geographical locations (latitude, longitude and elevation) and the
meteorological variables (sunshine hour, precipitation, relative humidity and
temperature), respectively. This scheme gave better simulation of the global
solar radiation compared with other schemes and the original Angstrom models.
In addition, the preferential consideration of relative humidity to
precipitation as potent contributing factor in the estimation of global solar
radiation was also established
Analysis of data on net longwave, shortwave and global radiation during transition period in a tropical station in Southwestern Nigeria
347-352The present study examines the distribution of surface radiation
balance components measured during the Nigerian Micrometeorological Experiment
(NIMEX-1). A field study was conducted to measure surface heat fluxes in the
boundary layer during the transition period which marks the end of dry season
and the onset of wet season (15 February and 10 March 2004) in Southwestern
part of Nigeria. Regression equations were obtained using daily average values
and hourly mean values between net shortwave and net longwave radiation,
respectively with the global radiation. Higher correlations with low standard
error of measurement were obtained for daily mean values than hourly mean
values. It was also observed that the peak
value of each radiation during the period occurred for two hours in the afternoon
on an average as expected