General Circulation Models (GCMs) have been identifiedas asuitable tool for studying climate change. Butthese models simulate climatic parametersinthe large-scale which has poor performance in the simulation of processes such asrain fall-run off. There fore, several of down scaling methods were developed. This researchis presented down scaling model based onk-nearest neighbor (K-NN) non-parametric method. The modelis used to simulate daily precipitation data in Ahvaz station for the next period (2015-2044) under climate change scenarios based on out puts of three General Circulation Models, including HADCM3, NCARPC Mand CSIROMK3.5. The results indicate that them odelhasa high capacity for down scaling data. It is predicted that the frequency of storm is increased with high intensity on future period in Ahvaz station while dry spells will be prolonged.
Seyyed Kaboli,H , AkhodAli,A , Masah Bavani,A and Radmanesh,F . (2012). A Downscaling Model Based on K-nearestneighbor(K-NN) Non-parametric Method. Water and Soil, 26(4), 799-808. doi: 10.22067/jsw.v0i0.15232
MLA
Seyyed Kaboli,H , , AkhodAli,A , , Masah Bavani,A , and Radmanesh,F . "A Downscaling Model Based on K-nearestneighbor(K-NN) Non-parametric Method", Water and Soil, 26, 4, 2012, 799-808. doi: 10.22067/jsw.v0i0.15232
HARVARD
Seyyed Kaboli H, AkhodAli A, Masah Bavani A, Radmanesh F. (2012). 'A Downscaling Model Based on K-nearestneighbor(K-NN) Non-parametric Method', Water and Soil, 26(4), pp. 799-808. doi: 10.22067/jsw.v0i0.15232
CHICAGO
H Seyyed Kaboli, A AkhodAli, A Masah Bavani and F Radmanesh, "A Downscaling Model Based on K-nearestneighbor(K-NN) Non-parametric Method," Water and Soil, 26 4 (2012): 799-808, doi: 10.22067/jsw.v0i0.15232
VANCOUVER
Seyyed Kaboli H, AkhodAli A, Masah Bavani A, Radmanesh F. A Downscaling Model Based on K-nearestneighbor(K-NN) Non-parametric Method. JWS. 2012;26(4):799-808 (In Persian). doi: 10.22067/jsw.v0i0.15232
