Observed spatiotemporal characteristics of drought on various time scales over the Czech Republic

This paper analyses the observed spatiotemporal characteristics of drought in the Czech Republic during the growing season (April to September) as quantified using the Standardised Precipitation Evapotranspiration Index (SPEI) on various time scales. The SPEI was calculated for various lags (1, 3, 6, 12, and 24 months) from monthly records of mean temperature and precipitation totals using a dense network of 184 climatological stations for the period 1961–2010. The characteristics of drought were analysed in terms of the temporal evolution of the SPEI, the frequency distribution and duration of drought at the country level, and for three regions delimited by station altitude. The driest and the wettest years during the growing season were identified. The frequency distribution of the SPEI values for seven drought category classes (in per cent) indicates that normal moisture conditions represent approximately 65 % of the total SPEI values for all time scales in all three regions, whereas moderate drought and moderate wet conditions are almost equally distributed around 10.5 %. Differences in extremely dry conditions (5 %) compared with extremely wet conditions (1.5 %) were observed with increasing SPEI time scales. The results of the non-parametric Mann–Kendall trend test applied to the SPEI series indicate prevailing negative trends (drought) at the majority of the stations. The percentage of stations displaying a significant negative trend for the 90, 95, 99, and 99.9 % confidence levels is approximately 40 %. An Empirical Orthogonal Functions (EOF) analysis was used to identify the principal patterns of variability of the SPEI during the growing season that accounted for the highest amount of statistical variance. The variance explained by the leading EOF range 66 to 56 %, whereas for EOF2 and EOF3, the value is between 7 and 11 % and between 4 and 7 %, respectively, for the SPEI is calculated for 1- to 24-month lags.

[1]  A. Dai Characteristics and trends in various forms of the Palmer Drought Severity Index during 1900–2008 , 2011 .

[2]  M. Flannigan,et al.  Synoptic-Scale Atmospheric Circulation and Boreal Canada Summer Drought Variability of the Past Three Centuries , 2006 .

[3]  V. Potop,et al.  Spatiotemporal characteristics of dryness and drought in the Republic of Moldova , 2009 .

[4]  Jiri Nekovar,et al.  Use of a soil moisture network for drought monitoring in the Czech Republic , 2011, Theoretical and Applied Climatology.

[5]  J. D. Sinoga,et al.  Precipitation dynamics in southern Spain: trends and cycles , 2011 .

[6]  T. Partal,et al.  Trend analysis in Turkish precipitation data , 2006 .

[7]  E. C. Hodgman,et al.  A conceptual framework to guide nursing curriculum. , 1973, Nursing forum.

[8]  C. F. Kossack,et al.  Rank Correlation Methods , 1949 .

[9]  M. Kavvas,et al.  On the physics of droughts. I. A conceptual framework , 1991 .

[10]  D. Easterling,et al.  Homogeneity adjustments of in situ atmospheric climate data: a review , 1998 .

[11]  Vijay P. Singh,et al.  Low frequency drought variability associated with climate indices , 2009 .

[12]  S. Vicente‐Serrano,et al.  Comment on “Characteristics and trends in various forms of the Palmer Drought Severity Index (PDSI) during 1900–2008” by Aiguo Dai , 2011 .

[13]  J. Corte-Real,et al.  Interannual variability of precipitation distribution patterns in Southern Portugal , 2010 .

[14]  P. Jones,et al.  Summer Moisture Availability Over Europe in the Hadley Centre General Circulation Model Based on the Palmer Drought Severity Index , 1996 .

[15]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[16]  G. Maracchi Agricultural Drought — A Practical Approach to Definition, Assessment and Mitigation Strategies , 2000 .

[17]  Sergio M. Vicente-Serrano,et al.  A Multiscalar Global Drought Dataset: The SPEIbase: A New Gridded Product for the Analysis of Drought Variability and Impacts , 2010 .

[18]  L. Tallaksen Streamflow Drought Frequency Analysis , 2000 .

[19]  A. Sutera,et al.  Observed drought and wetness trends in Europe: an update , 2009 .

[20]  K. Potter Illustration of a New Test for Detecting a Shift in Mean in Precipitation Series , 1981 .

[21]  Sergio M. Vicente-Serrano,et al.  A multi-scalar drought index sensitive to global warming: The Standardized Precipitation Evapotranspiration Index - SPEI , 2009 .

[22]  T. Mavromatis Drought index evaluation for assessing future wheat production in Greece , 2007 .

[23]  M. Millán,et al.  Multi-annual drought episodes in the Mediterranean (Valencia region) from 1950-1996. A spatio-temporal analysis , 2000 .

[24]  M. Gajić-Čapka,et al.  Spatial and temporal analysis of dry spells in Croatia , 2010 .

[25]  R. Srinivasan,et al.  Development and evaluation of Soil Moisture Deficit Index (SMDI) and Evapotranspiration Deficit Index (ETDI) for agricultural drought monitoring , 2005 .

[26]  S. Sheridan,et al.  Air temperature trends and extremes in Chisinau (Moldova) as evidence of climate change , 2010 .

[27]  M. Trnka,et al.  Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia , 2009 .

[28]  Ekaterina Koleva,et al.  Drought in the Bulgarian low regions during the 20th century , 2008 .

[29]  Benjamin Lloyd-Hughes,et al.  A spatio‐temporal structure‐based approach to drought characterisation , 2012 .

[30]  V. D. Assimakopoulos,et al.  Spatial and temporal analysis of drought in greece using the Standardized Precipitation Index (SPI) , 2007 .

[31]  M. Ionita,et al.  Interannual to decadal summer drought variability over Europe and its relationship to global sea surface temperature , 2010, Climate Dynamics.

[32]  Keith R. Briffa,et al.  Wet and dry summers in Europe since 1750: evidence of increasing drought , 2009 .

[33]  Ricardo García-Herrera,et al.  The Hot Summer of 2010: Redrawing the Temperature Record Map of Europe , 2011, Science.

[34]  R. Preisendorfer,et al.  Principal Component Analysis in Meteorology and Oceanography , 1988 .

[35]  Josef Soukup,et al.  Drought evolution at various time scales in the lowland regions and their impact on vegetable crops in the Czech Republic , 2012 .

[36]  R. Heim A Review of Twentieth-Century Drought Indices Used in the United States , 2002 .

[37]  K. Trenberth Changes in precipitation with climate change , 2011 .

[38]  H. Alexandersson A homogeneity test applied to precipitation data , 1986 .

[39]  M. Trnka,et al.  Variability of droughts in the Czech Republic, 1881–2006 , 2009 .

[40]  José M. C. Pereira,et al.  Atmospheric conditions associated with the exceptional fire season of 2003 in Portugal , 2006 .

[41]  M. Trnka,et al.  Altas podnebí Česka , 2007 .

[42]  S. Vicente‐Serrano,et al.  A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index , 2009 .

[43]  B. Lloyd‐Hughes,et al.  A drought climatology for Europe , 2002 .

[44]  Thomas C. Peterson,et al.  A new method for detecting undocumented discontinuities in climatological time series , 1995 .

[45]  T. McMahon,et al.  El Nino/Southern Oscillation and Australian rainfall, streamflow and drought : Links and potential for forecasting , 1998 .

[46]  Hans von Storch,et al.  Spatial Patterns: EOFs and CCA , 1995 .

[47]  Chang-Soo Rim The implications of geography and climate on drought trend , 2013 .

[48]  Jonas Ardö,et al.  Challenges for drought mitigation in Africa: The potential use of geospatial data and drought information systems , 2012 .

[49]  T. McKee,et al.  THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .

[50]  Michael J. Hayes,et al.  Understanding the complex impacts of drought: A key to enhancing drought mitigation and preparedness , 2007 .

[51]  M. Trnka,et al.  Changes in Central‐European soil‐moisture availability and circulation patterns in 1881–2005 , 2009 .

[52]  Mannava V. K. Sivakumar,et al.  Early Warning Systems for Drought Preparedness and Drought Management , 2000 .

[53]  P. Jones,et al.  The sensitivity of the PDSI to the Thornthwaite and Penman‐Monteith parameterizations for potential evapotranspiration , 2011 .

[54]  Jürgen Vogt,et al.  Drought and drought mitigation in Europe , 2000 .

[55]  H. Storch,et al.  Analysis of climate variability : applications of statistical techniques : proceedings of an autumn school organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 , 1995 .

[56]  M. Kendall,et al.  Rank Correlation Methods , 1949 .

[57]  V. Potop Evolution of drought severity and its impact on corn in the Republic of Moldova , 2011 .

[58]  M. Mancini,et al.  Trend detection of annual and seasonal rainfall in Calabria (Southern Italy) , 2011 .

[59]  A. Dai Drought under global warming: a review , 2011 .

[60]  S. Vicente‐Serrano,et al.  The impact of droughts and water management on various hydrological systems in the headwaters of the Tagus River (central Spain) , 2010 .

[61]  A. Dumitrescu,et al.  SUMMER ANOMALIES IN 2007 IN THE CONTEXT OF EXTREMELY HOT AND DRY SUMMERS IN ROMANIA , 2007 .

[62]  George H. Hargreaves,et al.  Reference Crop Evapotranspiration from Temperature , 1985 .

[63]  M. Beniston The 2003 heat wave in Europe: A shape of things to come? An analysis based on Swiss climatological data and model simulations , 2004 .

[64]  U. Ulbrich,et al.  The 2003 European summer heatwaves and drought –synoptic diagnosis and impacts , 2004 .

[65]  M. Kendall Rank Correlation Methods , 1949 .

[66]  R. Sneyers On the statistical analysis of series of observations. , 1991 .

[67]  V. Potop,et al.  Drought episodes in the Czech Republic and their potential effects in agriculture , 2010 .

[68]  P. Štěpánek,et al.  Data quality control and homogenization of the air temperatureand precipitation series in the Czech Republic in the period1961-2007 , 2009 .

[69]  Antonia Longobardi,et al.  Trend analysis of annual and seasonal rainfall time series in the Mediterranean area , 2009 .

[70]  C. W. Thornthwaite An approach toward a rational classification of climate. , 1948 .

[71]  P. Štěpánek,et al.  Data quality control and homogenization of air temperature and precipitation series in the area of the Czech Republic in the period 1961–2007 , 2009 .

[72]  Michael J. Hayes,et al.  Developing a regional drought climatology for the Czech Republic , 2009 .

[73]  B. Lyon,et al.  Drought in Central and Southwest Asia: La Niña, the Warm Pool, and Indian Ocean Precipitation. , 2002 .