Skip to main content

Advertisement

Log in

Some characteristics of a daily rainfall deficit regime based on the Dry Day Since Last Rain index (DDSLR)

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

Abstract

The Dry Day Since Last Rain index, DDSLR, quantifies for every recording day the number of consecutive preceding days with daily rainfall below a threshold. In essence, DDSLR may quantify the hydrologic stress generated by consecutive days of rainfall deficit taking into account some daily rainfall thresholds associated with the resolution of the pluviometer, evapotranspiration, runoff and thin layer saturation processes. A detailed analysis of DDSLR at daily and annual scales and for the whole recording period permits a complete description of the daily rainfall deficit regime and induced hydrologic stress. These characteristics have been derived for 0.1, 1.0, 5.0 and 10.0 mm/day thresholds for 93 years (1917–2009) of continuous daily rainfall records at the Fabra Observatory (Barcelona, NE Spain). Time trends on chronological series of DDSLR are determined and statistically tested for every calendar day. Fourier series analysis applied to four calendar day statistics (number of non-null DDSLR, average, standard deviation and maximum of DDSLR) leads to detection of the dominant periodicities, taking as fundamental periodicity the 365 days of the year. The best statistical model reproducing the empirical distribution of DDSLR, year by year, for every calendar day and for the whole recording period, is also investigated. Whatever the time scale considered, the Poisson-gamma model is assumed due to the non-negligible number of null DDSLR. Finally, time trends on extreme series of annual DDSLR, the appropriate statistical model for these series (the generalised logistic distribution, GLO), together with an estimation of DDSLR for several return periods, permit the description of the expected main future patterns of this index. In this way, current and next future hydrologic stress at the Fabra Observatory and neighbouring areas become characterised.

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

Similar content being viewed by others

References

  • Aviad Y, Kutiel H, Lavee H (2009) Variation of the dry day since last rain, DDSLR, as a measure of dryness along a Mediterranean—arid transect. J Arids Environ 73:658–665

    Article  Google Scholar 

  • Benjamin JR, Cornell CA (1970) Probability, statistics and decision for civil engineers. McGraw-Hill, New York

    Google Scholar 

  • Berger A, Goossens C (1983) Persistence of wet and dry days at Uccle (Belgium). J Climatol 3:21–34

    Article  Google Scholar 

  • Burgueño A, Serra C, Lana X (2004) Monthly and annual statistical distribution of daily rainfall at the Fabra Observatory (Barcelona, NE Spain) for the years 1917–1999. Theor Appl Climatol 77:57–75

    Article  Google Scholar 

  • Ceballos A, Schnabel S (1998) Hydrological behavior of a small catchment in the dehesa land use system (Extremadura, SE Spain). J Hydrol 210:146–160

    Article  Google Scholar 

  • Ceballos A, Martínez-Fernández J, Santos F, Alonso P (2002) Soil-water behaviour of sandy soils under semi-arid conditions in the Duero Basin (Spain). J Arid Environ 51:501–519

    Google Scholar 

  • Coles S (2001) An introduction to statistical modelling of extreme values. Springer series in statistics, Springer, 208 pp

    Google Scholar 

  • Douguedroit A (1987) The variation of dry spells in Marseilles from 1865 to 1984. J Climatol 7:541–551

    Article  Google Scholar 

  • Giorgi F, Lionello P (2008) Climate change projections for the Mediterranean region. Glob Planet Change 63(2–3):90–104

    Article  Google Scholar 

  • Hosking JRM, Wallis JR (1997) Regional frequency analysis. An approach based on L-moments. Cambridge University Press, 224 pp

  • Kendall S (1976) Time series, 2nd edn. Oxford University Press, New York, 198 pp

    Google Scholar 

  • Kutiel H (1985) The multimodality of the rainfall course in Israel, as reflected by the distribution of dry spells. Arch Meteorol, Geophys Bioclimatol serie B 36:15–27

    Article  Google Scholar 

  • Lana X, Burgueño A (1998a) Daily dry–wet behaviour in Catalonia (NE Spain) from the viewpoint of first and second order Markov chains. Int J Climatol 18(7):793–815

    Article  Google Scholar 

  • Lana X, Burgueño A (1998b) Probabilities of repeated long dry episodes based on the Poisson distribution: an example for Catalonia (NE Spain). Theor Appl Climatol 60:111–120

    Article  Google Scholar 

  • Lana X, Burgueño A (2000) Some statistical characteristics of monthly and annual pluviometric irregularity for the Spanish Mediterranean coast. Theor Appl Climatol 65:79–98

    Article  Google Scholar 

  • Lana X, Serra C, Burgueño A (2003) Trends affecting pluviometric índices at the Fabra Observatory (Barcelona, NE Spain) from 1917 to 1999. Int J Climatol 23:315–332

    Article  Google Scholar 

  • Lana X, Martínez MD, Serra C, Burgueño A (2005) Periodicities and irregularities of indices describing the daily pluviometric regime of the Fabra Observatory (NE Spain) for the years 1917–1999. Theor Appl Climatol 82:183–198

    Article  Google Scholar 

  • Lana X, Burgueño A, Martínez MD, Serra C (2006a) Statistical distributions and sample strategies for the analysis of extreme dry spells in Catalonia (NE Spain). J Hydrology 324:94–114

    Article  Google Scholar 

  • Lana X, Martínez MD, Burgueño A, Serra C, Martín-Vide J, Gómez L (2006b) Distribution of long dry spells in the Iberian Peninsula, years 1951–1990. Int J Climatol 26:1992–2021

    Article  Google Scholar 

  • Lana X, Martínez MD, Burgueño A, Serra C (2008a) Return period maps of dry spells for Catalonia (NE Spain) based on the Weibull distribution. Hydrol Sci J 51:48–64

    Article  Google Scholar 

  • Lana X, Martínez MD, Burgueño A, Serra C, Martín-Vide J, Gómez L (2008b) Spatial and temporal patterns of dry spell lengths in the Iberian Peninsula for the second half of the 20th century. Theor Appl Climatol 91:99–116

    Article  Google Scholar 

  • Mariotti A, Dell’Aquila (2011) Decadal climate variability in the Mediterranean region: roles of large-scale forcing and regional processes. Clim Dyn DOI10.1007/s00382-011-1056-7-

  • Martínez-Murillo JF, Ruíz-Sinoga JD (2007) Seasonal changes in the hydrological and erosional response of a hillslope under dry-Mediterranean climatic condition (Montes de Málaga, SE Spain). Geomorphology 88:69–83

    Article  Google Scholar 

  • Martín-Vide J, Gómez L (1999) Regionalisation of peninsular Spain based on the length of dry spells. Int J Climatol 19:537–555

    Article  Google Scholar 

  • Öztürk A (1981) On the study of a probability distribution for precipitation totals. J Appl Climatol 20:1499–1505

    Article  Google Scholar 

  • Perzyna G (1994) Spatial and temporal characteristics of maximum dry spells in southern Norway. Int J Climatol 14:895–909

    Article  Google Scholar 

  • Reiser H, Kutiel H (2010) Rainfall uncertainty in the Mediterranean: dryness distribution. Theor Appl Climatol 100:123–135

    Article  Google Scholar 

  • Serra C, Burgueño A, Martínez MD, Lana X (2006) Trends in dry spells across Catalonia (NE Spain) during the second half of the 20th century. Theor Appl Climatol 85:165–183

    Article  Google Scholar 

  • Stern RD, Dennett MD, Dale IC (1982) Analysing daily rainfall measurements to give agronomically useful results (I). Direct methods. Exp Agric 18:223–236

    Article  Google Scholar 

  • Vicente-Serrano SM, Beguería M (2003) Estimating extreme dry-spell risk in the middle Ebro valley (NE Spain): a comparative analysis of partial duration series with a Pareto distribution and annual maximum series with a Gumbel distribution. Int J Climatol 23:1103–1118

    Article  Google Scholar 

  • Yair A, Lavee H (1985) Runoff generation in arid and semi-arid zones. In: Anderson MG, Burt TP (eds) Hydrological forecasting. Wiley, New York, pp 183–220

    Google Scholar 

  • Zhang X, Zwiers FW, Li G (2004) Monte Carlo experiments on the detection of trends in extreme values. J Climate 17:1945–1952

    Article  Google Scholar 

Download references

Acknowledgements

The Reial Acadèmia de Ciències i Arts de Barcelona has kindly provided the time series of daily precipitation of the Fabra Observatory.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to X. Lana.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lana, X., Burgueño, A., Martínez, M.D. et al. Some characteristics of a daily rainfall deficit regime based on the Dry Day Since Last Rain index (DDSLR). Theor Appl Climatol 109, 153–174 (2012). https://doi.org/10.1007/s00704-011-0561-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-011-0561-2

Keywords

Navigation