STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION

The problem analyzed in this paper is the continuation of research conducted on data from Wrocław-Swojec agro- and hydrometeorology observatory in 1964–2009 period and published in “Infrastruktura i Ekologia Terenów Wiejskich” nr 3/III/2012, pp. 197–208. The paper concerns two methods of calculation...

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Main Authors: Edward Gąsiorek, Elżbieta Musiał, Marian Rojek
Format: Article
Language:Polish
Published: Polish Society of Ecological Engineering (PTIE) 2014-10-01
Series:Inżynieria Ekologiczna
Subjects:
Online Access:http://www.journalssystem.com/ie/Wskaznik-standaryzowanego-opadu-spi-wyznaczony-z-zastosowaniem-rozkladu-log-normalnego,244,0,2.html
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spelling doaj-4779806383594ba59ced56ecb8b68e192020-11-25T01:47:19ZpolPolish Society of Ecological Engineering (PTIE)Inżynieria Ekologiczna2081-139X2392-06292014-10-0139627310.12912/2081139X.51244STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTIONEdward Gąsiorek0Elżbieta Musiał1Marian Rojek2Katedra Matematyki, Uniwersytet Przyrodniczy we Wrocławiu ul. Grunwaldzka 53, 50-357 WrocławKatedra Matematyki, Uniwersytet Przyrodniczy we Wrocławiu ul. Grunwaldzka 53, 50-357 WrocławInstytut Kształtowania i Ochrony Środowiska, Uniwersytet Przyrodniczy we WrocławiuThe problem analyzed in this paper is the continuation of research conducted on data from Wrocław-Swojec agro- and hydrometeorology observatory in 1964–2009 period and published in “Infrastruktura i Ekologia Terenów Wiejskich” nr 3/III/2012, pp. 197–208. The paper concerns two methods of calculation of standardized precipitation index (SPI). The first one extracts SPI directly from gamma distribution, since monthly precipitation sums in the 1964–2009 period in Wrocław are gamma distributed. The second method is based on the transformations of data leading to normal distribution. The authors calculate SPI with the use of log-normal distribution and confront it with values obtained by gamma and normal distributions. The aim of this paper is to comparatively assess the SPI values obtained with those three different methods.http://www.journalssystem.com/ie/Wskaznik-standaryzowanego-opadu-spi-wyznaczony-z-zastosowaniem-rozkladu-log-normalnego,244,0,2.htmlstandardized precipitation indexgamma distributionnormal distributionlog-normal distribution
collection DOAJ
language Polish
format Article
sources DOAJ
author Edward Gąsiorek
Elżbieta Musiał
Marian Rojek
spellingShingle Edward Gąsiorek
Elżbieta Musiał
Marian Rojek
STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
Inżynieria Ekologiczna
standardized precipitation index
gamma distribution
normal distribution
log-normal distribution
author_facet Edward Gąsiorek
Elżbieta Musiał
Marian Rojek
author_sort Edward Gąsiorek
title STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
title_short STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
title_full STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
title_fullStr STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
title_full_unstemmed STANDARDIZED PRECIPITATION INDEX (SPI) CALCULATED WITH THE USE OF LOG-NORMAL DISTRIBUTION
title_sort standardized precipitation index (spi) calculated with the use of log-normal distribution
publisher Polish Society of Ecological Engineering (PTIE)
series Inżynieria Ekologiczna
issn 2081-139X
2392-0629
publishDate 2014-10-01
description The problem analyzed in this paper is the continuation of research conducted on data from Wrocław-Swojec agro- and hydrometeorology observatory in 1964–2009 period and published in “Infrastruktura i Ekologia Terenów Wiejskich” nr 3/III/2012, pp. 197–208. The paper concerns two methods of calculation of standardized precipitation index (SPI). The first one extracts SPI directly from gamma distribution, since monthly precipitation sums in the 1964–2009 period in Wrocław are gamma distributed. The second method is based on the transformations of data leading to normal distribution. The authors calculate SPI with the use of log-normal distribution and confront it with values obtained by gamma and normal distributions. The aim of this paper is to comparatively assess the SPI values obtained with those three different methods.
topic standardized precipitation index
gamma distribution
normal distribution
log-normal distribution
url http://www.journalssystem.com/ie/Wskaznik-standaryzowanego-opadu-spi-wyznaczony-z-zastosowaniem-rozkladu-log-normalnego,244,0,2.html
work_keys_str_mv AT edwardgasiorek standardizedprecipitationindexspicalculatedwiththeuseoflognormaldistribution
AT elzbietamusiał standardizedprecipitationindexspicalculatedwiththeuseoflognormaldistribution
AT marianrojek standardizedprecipitationindexspicalculatedwiththeuseoflognormaldistribution
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