Mapping average annual precipitation in Serbia (1961-1990) by using regression kriging
Samo za registrovane korisnike
2013
Autori
Bajat, BranislavPejović, Milutin
Luković, Jelena
Manojlović, Predrag
Ducić, Vladan
Mustafić, Sanja
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
The appearence of geostatistics and geographical information systems has made it possible to analyze complex spatial patterns of meteorological elements over large areas in the applied climatology. The objective of this study is to use geostatistics to characterize the spatial structure and map the spatial variation of average values of precipitation for a 30-year period in Serbia. New, recently introduced, geostatistical algorithms facilitate utilization of auxiliary variables especially remote sensing data or freely available global datasets. The data from Advanced Spaceborn Thermal Emission and Reflection Radiometer global digital elevation model are incorporated as ancillary variables into spatial prediction of average annual precipitation using geostatistical method known as regression kriging. The R (2) value of 0.842 proves high performance result of the prediction of the proposed method.
Izvor:
Theoretical and Applied Climatology, 2013, 112, 1-2, 1-13Izdavač:
- Springer-Verlag Wien
Finansiranje / projekti:
- Uloga i implementacija državnog prostornog plana i regionalnih razvojnih dokumenata u obnovi strateškog istraživanja, mišljenja i upravljanja u Srbiji (RS-47014)
- Primena GNSS i LIDAR tehnologije u monitoringu stabilnosti infrastrukturnih objekata i terena (RS-36009)
- Istraživanje klimatskih promena i njihovog uticaja na životnu sredinu - praćenje uticaja, adaptacija i ublažavanje (RS-43007)
DOI: 10.1007/s00704-012-0702-2
ISSN: 0177-798X