Skip to main content
Log in

Comparison of SPI and SPEI applicability for drought impact assessment on crop production in the Danubian Lowland and the East Slovakian Lowland

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Drought belongs among the main impact factors considering crop yields. Therefore, this paper is focused on the assessment of drought occurrence and intensity as well as on its impact on crop yields on the Danubian and the East Slovakian lowlands with the spatial resolution at district level. Yield data were the main limitation of the study, which resulted in the limited length of the assessed period (1996–2013). The standardized yields of ten crops (winter wheat, spring wheat, winter barley, spring barley, rye, maize, potatoes, oilseed rape, sunflower, and sugar beet) were correlated with monthly, 2-, and 3-monthly standardized precipitation index (SPI) and standardized precipitation and evapotranspiration index (SPEI). For this purpose, the common significance level of alpha = 0.05 was used. The temporal evolution of both indices and drought occurrence during the period 1961–2013 were assessed for each district. Most crops show a higher correlation with the SPEI than with the SPI in contrast to potatoes, which reached a higher significant correlation using the SPI. The correlation also increases with increasing number of months within a time step. The highest correlation can be seen between maize and the 3-monthly SPEI in August representing summer precipitation and potential evapotranspiration conditions. Furthermore, a very high correlation was recorded considering sugar beet, which is influenced mainly by summer precipitation, because the correlation coefficient between the sugar beet and the 3-monthly SPI is as high as using the 3-monthly SPEI. Crop yields in the East Slovakian Lowland do not seem to be influenced by wet/dry periods identified using the SPI and the SPEI as their correlation with both indices is quite low and insignificant.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15

Similar content being viewed by others

References

  • Agnew C (2000) Using the SPI to identify drought. Drought Netw News 12:5–12

    Google Scholar 

  • Allen, R.G., Pereira, L.S., Raes, D., Smith, M. (1998) Crop evapotranspiration: guidelines for computing crop requirements. FAO irrigation and drainage paper 56. FAO, Rome

  • Begueria, S., Vicente-Serrano, S.M. (2013) Calculation of the standardised precipitation-evapotranspiration index R-package

  • Brázdil R, Trnka M, Dobrovolný P, Chromá K, Hlavinka P, Žalud Z (2008) Variability of droughts in the Czech Republic, 1881–2006. Theor Appl Climatol 97:297–315

    Article  Google Scholar 

  • Büntgen U, Brázdil R, Dobrovolný P, Trnka M, Kynsl T (2010) Five centuries of Southern Moravian drought variations revealed from living and historic tree rings. Theor Appl Climatol 105:167–180

    Article  Google Scholar 

  • Capra A, Scicolone B (2012) Spatiotemporal variability of drought on a short–medium time scale in the Calabria Region (Southern Italy). Theor Appl Climatol 110:471–488

    Article  Google Scholar 

  • Dubrovsky M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2008) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171

    Article  Google Scholar 

  • Eitzinger J, Kubu G, Alexandrov V, Utset A, Mihalovic DT, Lalic B, Trnka M, Žalud Z, Semeradová D, Ventrella D, Anastasiou DP, Medany M, Altaher S, Olejnik J, Lesny J, Nemeshko N, Nikolaev M, Simota C, Cojocaru G (2009) Adaptation of vulnerable regional agricultural systems in Europe to climate change—results from the ADAGIO project. Adv Sci Res 3:133–135

    Article  Google Scholar 

  • Eitzinger J, Trnka M, Semerádová D, Thaler S, Svobodová E, Hlavínka P, Šiška B, Takáč J, Malatinská L, Nováková M, Dubrovský M, Žalud Z (2013) Regional climate change impacts on agricultural crop production in central and eastern Europe—hotspots, regional differences and common trends. J Agric Sci 151:782–812

    Google Scholar 

  • Faško P, Lapin M, Pecho J (2008) 20-year extraordinary climatic period in Slovakia. Meteorologický časopis 11:99–105

    Google Scholar 

  • Fulajtár E (1986) Fyzikálne vlastnosti pôd Slovenska, ich úprava a využitie. Veda, Bratislava

    Google Scholar 

  • Hayes MJ, Svoboda MD, Wilhite DA, Vanyarkho OV (1999) Monitoring the 1996 drought using the standardized precipitation index. Bull Am Meteorol Soc 80:429–438

    Article  Google Scholar 

  • Kolář P, Trnka M, Brázdil R, Hlavínka P (2013) Influence of climatic factors on the low yields of spring barley and winter wheat in Southern Moravia (Czech Republic) during the 1961–2007 period. Theor Appl Climatol 117:707–721

    Google Scholar 

  • Labudová L, Faško P, Ivaňáková G (2015) Changes in climate and changing climate regions in Slovakia. Morav Geogr Rep 23:71–82

    Google Scholar 

  • Lloyd-Hughes B, Saunders MA (2002) A drought climatology for Europe. Int J Climatol 22:1571–1592

    Article  Google Scholar 

  • Lloyd-Hughes B (2012) A spatio-temporal structure-based approach to drought characterization. Int J Climatol 32:406–418

    Article  Google Scholar 

  • Mati R, Kotorová D, Gomboš M, Kandra B (2011) Development of evapotranspiration and water supply of clay–loamy soil on the East Slovak Lowland. Agric Water Manag 98:1133–1140

    Article  Google Scholar 

  • McKee, T.B., Doesken, N.J., Kleist, J. (1993) The relationship of drought frequency and duration to time scales. Eighth Conference on Applied Climatology, 17–22 January 1993, Anaheim, California

  • Mishra A, Singh V (2010) A review of drought concepts. J Hydrol 391:202–216

    Article  Google Scholar 

  • Paulo A, Rosa R, Pereira L (2012) Climate trends and behaviour of drought indices based on precipitation and evapotranspiration in Portugal. Nat Hazard Earth Syst 12:1481–1491

    Article  Google Scholar 

  • Potop V (2011) Evolution of drought severity and its impact on corn in the Republic of Moldova. Theor Appl Climatol 105:469–483

    Article  Google Scholar 

  • Potop V, Boroneant C, Možný M, Štepánek P, Skalák P (2012a) Spatial and temporal evolution of drought conditions at various time scales in the Czech Republic during growing period. Idorajas 116:281–295

    Google Scholar 

  • Potop V, Možný M, Soukup J (2012b) Drought evolution at various time scales in the lowland regions and their impact on vegetable crops in the Czech Republic. Agric For Meteorol 156:121–133

    Article  Google Scholar 

  • Potop V, Boroneant C, Možný M, Štepánek P, Skalák P (2013) Observed spatiotemporal characteristics of drought on various time scales over the Czech Republic. Theor Appl Climatol 115:563–581

    Article  Google Scholar 

  • Potopová V, Štepánek P, Možný M, Turoktt L, Soukup J (2015) Performance of the standardised precipitation evapotranspiration index at various lags for agricultural drought risk assessment in the Czech Republic. Agric For Meteorol 202:26–38

    Article  Google Scholar 

  • Szalai S, Szinell C, Zoboki J (2000) Drought monitoring in Hungary. In: Wilhite DA, Sivakumar MVK, Wood DA (eds) 2000. Early warning systems for drought preparedness and drought management, Proceedings of an Expert Group Meeting held in Lisbon, Portugal, 5–7 September 2000

    Google Scholar 

  • Svoboda M, Fuchs BA, Poulsen CC, Nothwehr JJ (2015) The drought risk atlas: enhancing decision support for drought risk management in the United States. J Hydrol 526:274–286

    Article  Google Scholar 

  • Szentimrey T (2003) Homogenization software MASHv3.03. Hungarian Meteorological Service. http://www.met.hu/en/omsz/palyazatok_projektek/carpatclim/. Accessed 14 Oct 2014

  • Statistical Office of the Slovak Republic (2015) Slovstat Database. http://www.statistics.sk/pls/elisw/vbd. Accessed 10 Feb 2015

  • Šiška B, Takáč J (2009) Drought analyse of agricultural regions as influenced by climatic conditions in the Slovak Republic. Idojaras 113:135–143

    Google Scholar 

  • Šťastný P, Bochníček O, Faško P, Nejedlík P, Snopková Z (eds) (2015) Climate atlas of Slovakia. Slovak Hydrometeorlogical Institute, Bratislava

    Google Scholar 

  • Takáč J, Skalský R, Morávek A, Klikušovská Z, Bezák P, Bárdyová M (2015) Spatial patterns of agricultural drought events in Danube lowland in the 1961–2013 period. Proceedings from Towards Climatic Services Conference, Nitra, Slovakia, 15–18 September 2015

  • Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94

    Article  Google Scholar 

  • Trigo RM, Pereira JMC, Pereira MG, Mota B, Calado TJ, Dacamara CC, Santo FE (2006) Atmospheric conditions associated with the exceptional fire season of 2003 in Portugal. Int J Climatol 26:1741–1757

    Article  Google Scholar 

  • Trnka M, Dubrovský M, Svoboda M, Semerádová D, Hayes M, Žalud Z, Wilhite D (2009) Developing a regional drought climatology for the Czech Republic. Int J Climatol 29:863–883

    Article  Google Scholar 

  • Trnka M, Kersebaum KC, Eitzinger J, Hayes M, Hlavinka P, Svodoba M, Dubrovský M, Semerádová D, Wardlow B, Pokorný E, Možný M, Wilhite D, Žalud Z (2013) Consequences of climate change for the soil climate in Central Europe and the Central Plains of the United States. Clim Chang 120:405–418

    Article  Google Scholar 

  • Vicente-Serrano SM, Lopéz-Moreno JI (2005) Hydrological response to different time scales of climatological drought: an evaluation of the standardized precipitation index in a mountainious Mediterranean basin. Hydrol Earth Syst Sci 9:523–533

    Article  Google Scholar 

  • Vilček, J., Halas, J., Scholtz, P., Gutteková, M. (2007) Poľnohospodárska pôda regiónov Slovenska v kocke. Soil Science and Conservation Research Institute, Bratislava

  • Vicente-Serrano SM, Begueria S, Lopéz-Moreno JI (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718

    Article  Google Scholar 

  • Wu H, Hubbard KG, Wilhite DA (2004) An agricultural drought risk-assessment model for corn and soybeans. Int J Climatol 24:723–741

    Article  Google Scholar 

Download references

Acknowledgments

This paper was supported by grant VEGA 1/0103/14, which is financed by the Ministry of Education, Science, Research and Sport of the Slovak Republic.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to L. Labudová.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Labudová, L., Labuda, M. & Takáč, J. Comparison of SPI and SPEI applicability for drought impact assessment on crop production in the Danubian Lowland and the East Slovakian Lowland. Theor Appl Climatol 128, 491–506 (2017). https://doi.org/10.1007/s00704-016-1870-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-016-1870-2

Keywords

Navigation