An evaluation of spatial interpolation methods for estimating rainfall and air temperature in Egypt
Other Title(s)
تقييم طرق الاستيفاء المكاني لتقدير الأمطار و درجة حرارة الهواء في مصر
Author
Source
The Arabian Journal of Geographical Information Systems
Issue
Vol. 9, Issue 2 (31 Oct. 2016), pp.1-51, 51 p.
Publisher
Publication Date
2016-10-31
Country of Publication
Saudi Arabia
No. of Pages
51
Main Subjects
Earth Sciences, Water and Environment
Information Technology and Computer Science
Topics
Abstract EN
GIS layers for climatic data, which were generated based on irregularly distributed points, are very important for many disciplines such as climatology, agriculture and hydrology.
This study aims to evaluate eight spatial interpolation techniques such as IDW, spline, and kriging, and to compare their performance in generating optimal spatial distributions of monthly mean maximum and minimum temperature and total rainfall from meteorological stations network located across Egypt.
Interpolation techniques were applied to monthly climatic normals over 40-year period for more than 40 spatially- representative observatories in Egypt covering different micro-climate conditions.
Different statistical accuracy measurements such as Willmott Statistical methods and index of Nash-Sutcliffe efficiency criterion were used to determine the best methods.
Results demonstrate that optimal temperature mapping was obtained using Kok, Kr, SWT interpolation methods.
The performance of LPI and Kok interpolation methods was better than that of other methods as they produced better outcomes of surfaces prediction for rainfall.
American Psychological Association (APA)
Abd al-Al, Muhammad. 2016. An evaluation of spatial interpolation methods for estimating rainfall and air temperature in Egypt. The Arabian Journal of Geographical Information Systems،Vol. 9, no. 2, pp.1-51.
https://search.emarefa.net/detail/BIM-763265
Modern Language Association (MLA)
Abd al-Al, Muhammad. An evaluation of spatial interpolation methods for estimating rainfall and air temperature in Egypt. The Arabian Journal of Geographical Information Systems Vol. 9, no. 2 (Oct. 2016), pp.1-51.
https://search.emarefa.net/detail/BIM-763265
American Medical Association (AMA)
Abd al-Al, Muhammad. An evaluation of spatial interpolation methods for estimating rainfall and air temperature in Egypt. The Arabian Journal of Geographical Information Systems. 2016. Vol. 9, no. 2, pp.1-51.
https://search.emarefa.net/detail/BIM-763265
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 44-50
Record ID
BIM-763265