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Erschienen in: Water Resources Management 15/2016

08.06.2016

Influence of Precipitation Changes on the SPI and Related Drought Severity. An Analysis Using Long-Term Data Series

verfasst von: Ana Paulo, Diogo Martins, Luís Santos Pereira

Erschienen in: Water Resources Management | Ausgabe 15/2016

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Abstract

Drought indices, such as the Standardized Precipitation Index (SPI) are used to quantify drought severity. Due to the SPI probabilistic and standardized nature, a given value of SPI computed in distinct time periods or locations indicates the same relative drought severity but corresponds to different amounts of precipitation. Thus, the present study aims at contributing for a comprehensive analysis of the influence of long-term precipitation variability on drought assessment by the SPI. Long records of monthly precipitation, spanning from 1863 to 2007 in several locations across Portugal, were divided into 30 years sub-periods and the SPI with 12-month time scale (SPI-12) was computed for each sub-period and for the entire period of records. The probability distributions adjusted to precipitation in those different time periods were compared envisaging to detect the SPI sensitivity to the reference period and, therefore, to changes in precipitation. Precipitation thresholds relative to the upper limits of SPI-12 drought categories were obtained and the influence of the time period was investigated. Results have shown that when SPI values derived from the full data record for a recent time period are lower/higher than the SPI values derived from data of the considered time period a recent downward/upward shift of precipitation has occurred. Coherently, a common pattern of drought aggravation from the initial until the more recent period was not detected. However, in southern locations, lower precipitation thresholds of the SPI drought categories were generally found in the more recent period, particularly for more severe drought categories, whereas in the northern locations Porto and Montalegre, an increase was detected. The impacts of the reference period on the computed SPI drought severity and frequency are shown, bringing to discussion the need for updating ´normal´ conditions when long term precipitation records are available and precipitation changes are observed.

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Literatur
Zurück zum Zitat Bordi I, Sutera A (2001) Fifty years of precipitation: some spatially remote teleconnections, water Resour. Manage 15:247–280 Bordi I, Sutera A (2001) Fifty years of precipitation: some spatially remote teleconnections, water Resour. Manage 15:247–280
Zurück zum Zitat D’Agostino R B, Stephens M A (1986). Goodness-of-fit techniques. Series: Statistics, Text Books and Monographs; vol.68, 560 p. D’Agostino R B, Stephens M A (1986). Goodness-of-fit techniques. Series: Statistics, Text Books and Monographs; vol.68, 560 p.
Zurück zum Zitat Dai A (2011) Drought under global warming: a review. WIREs Climate Change 2:45–65CrossRef Dai A (2011) Drought under global warming: a review. WIREs Climate Change 2:45–65CrossRef
Zurück zum Zitat de Lima MIP, Carvalho SCP, de Lima JLMP, Coelho MFES (2010) Trends in precipitation: analysis of long annual and monthly time series from mainland Portugal. Adv Geosci 25:155–160CrossRef de Lima MIP, Carvalho SCP, de Lima JLMP, Coelho MFES (2010) Trends in precipitation: analysis of long annual and monthly time series from mainland Portugal. Adv Geosci 25:155–160CrossRef
Zurück zum Zitat de Lima MIP, Santo FE, Ramos AM, Trigo RM (2015) Trends and correlations in annual extreme precipitation indices for mainland Portugal, 1941–2007. Theor Appl Climatol 119:55–75CrossRef de Lima MIP, Santo FE, Ramos AM, Trigo RM (2015) Trends and correlations in annual extreme precipitation indices for mainland Portugal, 1941–2007. Theor Appl Climatol 119:55–75CrossRef
Zurück zum Zitat Dubrovsky M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2009) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171CrossRef Dubrovsky M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2009) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171CrossRef
Zurück zum Zitat Guttman NB (1999) Accepting the standardized precipitation index: a calculation algorithm. J Am Water Resour Assoc 35:311–322CrossRef Guttman NB (1999) Accepting the standardized precipitation index: a calculation algorithm. J Am Water Resour Assoc 35:311–322CrossRef
Zurück zum Zitat Jeong DI, Sushama L, Khaliq M (2014) N (2014) the role of temperature in drought projections over North America. Clim Chang 127:289–303CrossRef Jeong DI, Sushama L, Khaliq M (2014) N (2014) the role of temperature in drought projections over North America. Clim Chang 127:289–303CrossRef
Zurück zum Zitat Keyantash J, Dracup JA (2002) The quantification of drought: an evaluation of drought indices. Bull Am Meteorol Soc 83(8):1167–1180CrossRef Keyantash J, Dracup JA (2002) The quantification of drought: an evaluation of drought indices. Bull Am Meteorol Soc 83(8):1167–1180CrossRef
Zurück zum Zitat Loukas A, Vasiliades L, Tzabiras J (2008) Climate change effects on drought severity. Adv Geosci 17:23–29CrossRef Loukas A, Vasiliades L, Tzabiras J (2008) Climate change effects on drought severity. Adv Geosci 17:23–29CrossRef
Zurück zum Zitat Martins DS, Raziei T, Paulo AA, Pereira LS (2012) Spatial and temporal variability of precipitation and drought in Portugal. Nat Hazards Earth Syst Sci 12:1493–1150CrossRef Martins DS, Raziei T, Paulo AA, Pereira LS (2012) Spatial and temporal variability of precipitation and drought in Portugal. Nat Hazards Earth Syst Sci 12:1493–1150CrossRef
Zurück zum Zitat McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration of time scales. In: 8th conference on applied climatology, Am. Meteor. Soc., Boston, pp. 179–186 McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration of time scales. In: 8th conference on applied climatology, Am. Meteor. Soc., Boston, pp. 179–186
Zurück zum Zitat McKee TB, Doesken NJ, Kleist J (1995) Drought monitoring with multiple time scales. In: 9th conference on applied climatology, Am. Meteor. Soc., Boston, pp, pp. 233–236 McKee TB, Doesken NJ, Kleist J (1995) Drought monitoring with multiple time scales. In: 9th conference on applied climatology, Am. Meteor. Soc., Boston, pp, pp. 233–236
Zurück zum Zitat Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391:202–216CrossRef Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391:202–216CrossRef
Zurück zum Zitat Moreira EE, Mexia JT, Pereira LS (2012) Are drought occurrence and severity aggravating? A study on SPI drought class transitions using log-linear models and ANOVA-like inference. Hydrol Earth Syst Sci 16:3011–3028CrossRef Moreira EE, Mexia JT, Pereira LS (2012) Are drought occurrence and severity aggravating? A study on SPI drought class transitions using log-linear models and ANOVA-like inference. Hydrol Earth Syst Sci 16:3011–3028CrossRef
Zurück zum Zitat Palmer W C (1965) Meteorological Drought, Research Paper No. 45, US Department of Commerce, Weather Bureau, Washington, DC. Palmer W C (1965) Meteorological Drought, Research Paper No. 45, US Department of Commerce, Weather Bureau, Washington, DC.
Zurück zum Zitat Paulo AA, Pereira LS (2006) Drought concepts and characterization: comparing drought indices applied at local and regional scales. Water Int 31:37–49CrossRef Paulo AA, Pereira LS (2006) Drought concepts and characterization: comparing drought indices applied at local and regional scales. Water Int 31:37–49CrossRef
Zurück zum Zitat Paulo AA, Pereira LS (2008) Stochastic prediction of drought class transitions. Water Resour Manag 22:1277–1296CrossRef Paulo AA, Pereira LS (2008) Stochastic prediction of drought class transitions. Water Resour Manag 22:1277–1296CrossRef
Zurück zum Zitat Paulo AA, Pereira LS, Matias PG (2003) Analysis of local and regional droughts in southern Portugal using the theory of runs and the standardized precipitation index. In: Tools for drought mitigation in Mediterranean regions, edited by: G Rossi, a Cancelliere, L S Pereira, T Oweis, M Shatanawi. A Zairi, Kluwer, Dordrecht, pp. 55–78CrossRef Paulo AA, Pereira LS, Matias PG (2003) Analysis of local and regional droughts in southern Portugal using the theory of runs and the standardized precipitation index. In: Tools for drought mitigation in Mediterranean regions, edited by: G Rossi, a Cancelliere, L S Pereira, T Oweis, M Shatanawi. A Zairi, Kluwer, Dordrecht, pp. 55–78CrossRef
Zurück zum Zitat Paulo AA, Rosa RD, Pereira LS (2012) Climate trends and behaviour of drought indices based on precipitation and evapotranspiration in Portugal. Nat Hazards Earth Syst Sci 12:1481–1491CrossRef Paulo AA, Rosa RD, Pereira LS (2012) Climate trends and behaviour of drought indices based on precipitation and evapotranspiration in Portugal. Nat Hazards Earth Syst Sci 12:1481–1491CrossRef
Zurück zum Zitat Pereira LS, Rosa RD, Paulo AA (2007) Testing a modification of the palmer drought severity index for Mediterranean environments. In: Methods and tools for drought analysis and management, edited by: G Rossi, T Vega. B Bonaccorso, Springer, Dordrecht, pp. 149–167CrossRef Pereira LS, Rosa RD, Paulo AA (2007) Testing a modification of the palmer drought severity index for Mediterranean environments. In: Methods and tools for drought analysis and management, edited by: G Rossi, T Vega. B Bonaccorso, Springer, Dordrecht, pp. 149–167CrossRef
Zurück zum Zitat Pereira LS, Cordery I, Iacovides I (2009) Coping with water scarcity. Addressing the Challenges, Springer, Dordrecht, 382 p Pereira LS, Cordery I, Iacovides I (2009) Coping with water scarcity. Addressing the Challenges, Springer, Dordrecht, 382 p
Zurück zum Zitat Portela MM, Santos JFF, Naghettini N, Matos JP, Silva AT (2012) Superfícies de limiares de precipitação Para identificação de secas em Portugal continental: uma aplicação complementar do índice de precipitação padronizada, SPI. Recursos Hídricos 33(02):5–23CrossRef Portela MM, Santos JFF, Naghettini N, Matos JP, Silva AT (2012) Superfícies de limiares de precipitação Para identificação de secas em Portugal continental: uma aplicação complementar do índice de precipitação padronizada, SPI. Recursos Hídricos 33(02):5–23CrossRef
Zurück zum Zitat Raziei T, Martins DS, Bordi I, Santos JF, Portela MM, Pereira LS, Sutera A (2015) SPI modes of drought spatial and temporal variability in Portugal: comparing observations, PT02 and GPCC gridded datasets. Water Resour Manag 29:487–504CrossRef Raziei T, Martins DS, Bordi I, Santos JF, Portela MM, Pereira LS, Sutera A (2015) SPI modes of drought spatial and temporal variability in Portugal: comparing observations, PT02 and GPCC gridded datasets. Water Resour Manag 29:487–504CrossRef
Zurück zum Zitat Rhoades DA, Salinger MJ (1993) Adjustment of temperature and rainfall records for site changes. Int J Climatol 13:899–913CrossRef Rhoades DA, Salinger MJ (1993) Adjustment of temperature and rainfall records for site changes. Int J Climatol 13:899–913CrossRef
Zurück zum Zitat Russo S, Dosio A, Sterl A, Barbosa P, Vogt J (2013) Projection of occurrence of extreme dry-wet years and seasons in Europe with stationary and nonstationary standardized precipitation indices. J Geophys Res Atmos 118:7628–7639CrossRef Russo S, Dosio A, Sterl A, Barbosa P, Vogt J (2013) Projection of occurrence of extreme dry-wet years and seasons in Europe with stationary and nonstationary standardized precipitation indices. J Geophys Res Atmos 118:7628–7639CrossRef
Zurück zum Zitat Santos JF, Pulido-Calvo I, Portela MM (2010) Spatial and temporal variability of droughts in Portugal. Water Resour Res 46:W03503CrossRef Santos JF, Pulido-Calvo I, Portela MM (2010) Spatial and temporal variability of droughts in Portugal. Water Resour Res 46:W03503CrossRef
Zurück zum Zitat Sienz F, Bothe O, Fraedrich K (2012) Monitoring and quantifying future climate projections of dryness and wetness extremes: SPI bias. Hydrol Earth Syst Sci 16:2143–2157CrossRef Sienz F, Bothe O, Fraedrich K (2012) Monitoring and quantifying future climate projections of dryness and wetness extremes: SPI bias. Hydrol Earth Syst Sci 16:2143–2157CrossRef
Zurück zum Zitat Vicente-Serrano SM (2006) Spatial and temporal analysis of droughts in the Iberian peninsula (1910–2000). Hydrol Sci J 51:83–97CrossRef Vicente-Serrano SM (2006) Spatial and temporal analysis of droughts in the Iberian peninsula (1910–2000). Hydrol Sci J 51:83–97CrossRef
Zurück zum Zitat Wang Y, Li J, Feng P, Hu R (2015) A time-dependent drought index for non-stationary precipitation series. Water Resour Manag 29:5631–5647CrossRef Wang Y, Li J, Feng P, Hu R (2015) A time-dependent drought index for non-stationary precipitation series. Water Resour Manag 29:5631–5647CrossRef
Zurück zum Zitat World Meteorological Organization (2012) Standardized Precipitation Index User Guide (M. Svoboda, M. Hayes and D. Wood). (WMO-No. 1090), Geneva. World Meteorological Organization (2012) Standardized Precipitation Index User Guide (M. Svoboda, M. Hayes and D. Wood). (WMO-No. 1090), Geneva.
Zurück zum Zitat Wu H, Svoboda M, Hayes MJ, Wilhite DA, Wen F (2007) Appropriate application of the standardized precipitation index in arid locations and dry seasons. Int J Climatol 27:65–79CrossRef Wu H, Svoboda M, Hayes MJ, Wilhite DA, Wen F (2007) Appropriate application of the standardized precipitation index in arid locations and dry seasons. Int J Climatol 27:65–79CrossRef
Zurück zum Zitat Zarch MAA, Sivakumar B, Sharma A (2015) Droughts in a warming climate: a global assessment of standardized precipitation index (SPI) and reconnaissance drought index (RDI). J Hydrol 526:183–195CrossRef Zarch MAA, Sivakumar B, Sharma A (2015) Droughts in a warming climate: a global assessment of standardized precipitation index (SPI) and reconnaissance drought index (RDI). J Hydrol 526:183–195CrossRef
Zurück zum Zitat Zargar A, Sadiq R, Khan FI (2014) Uncertainty-driven characterization of climate change effects on drought frequency using enhanced SPI. Water Resour Manag 28:15–40CrossRef Zargar A, Sadiq R, Khan FI (2014) Uncertainty-driven characterization of climate change effects on drought frequency using enhanced SPI. Water Resour Manag 28:15–40CrossRef
Metadaten
Titel
Influence of Precipitation Changes on the SPI and Related Drought Severity. An Analysis Using Long-Term Data Series
verfasst von
Ana Paulo
Diogo Martins
Luís Santos Pereira
Publikationsdatum
08.06.2016
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 15/2016
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-016-1388-5

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