eng
Science and Education Publishing
Applied Ecology and Environmental Sciences
2328-3920
2014-12-22
2
6
141
145
10.12691/aees-2-6-3
AEES2014263
article
The Influence of Air Temperature Controls in Estimation of Air Temperature over Homogeneous Terrain
Fariza Yunus
1
Jasmee Jaafar
jasmee@salam.uitm.edu.my
2
Zamalia Mahmod
2
Nursalleh K Chang
2
Malaysian Meteorological Department, Jalan Sultan 46667 Petaling Jaya, Selangor, Malaysia
Universiti Teknologi MARA (UiTM), 40450 Shah Alam, Selangor, Malaysia
Variation of air temperature from one place to another is caused by air temperature controls. In general, the most important control of air temperature is elevation. Another significant independent variable in estimating air temperature is the location of meteorological stations. Distance to coastline as well as land use type also contributes to significant variations in the air temperature. On the other hand, in homogeneous terrain direct interpolation of discrete points of air temperature work well to estimate air temperature values in un-sampled areas. In this process the estimation is solely based on discrete points of air temperature. However, this study presents that air temperature controls also play significant roles in estimating air temperature over the homogenous terrain of Peninsular Malaysia. An Inverse Distance Weighting (IDW) interpolation technique was adopted to generate continuous data of air temperature. This study compared two different datasets, observed mean monthly data of T, and estimation error of T–T’, where T’ is the estimated value from a multiple regression model. The multiple regression model considered eight independent variables. They are elevation, latitude, longitude, coastline, and four land use types consisting of water bodies, forest, agriculture and build up areas to represent the role of air temperature controls. Cross validation analysis was conducted to review the accuracy of the estimated values. Final results show that the estimated values of T–T’ produced lower errors for mean monthly mean air temperature over homogeneous terrain in Peninsular Malaysia.
http://pubs.sciepub.com/aees/2/6/3/aees-2-6-3.pdf
air temperature control
interpolation analysis
Peninsular Malaysia
regression model
air temperature