Abstract
A study of a daily precipitation database for the island of Cyprus is performed for a period of 30 years. A number of climatic indices for precipitation are calculated using the recently available CHIRPS dataset, on high spatial (0.05°) and temporal (daily) resolution. The same parameters for the same time period (1981–2010) are then calculated using the dense network of rain gauges of the Cyprus Department of Meteorology. The results show a quite promising performance regarding indices related to daily precipitation thresholds, resulting in high correlation scores. In the case of indices referring to number of days, it seems that the results are ambiguous, with medium or no correlation, probably related to the criteria used for the identification of a wet (rainy) day on the CHIRPS dataset.
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AghaKouchak A, Behrangi A, Sorooshian S, Hsu K, Amitai E (2011) Evaluation of satellite-retrieved extreme precipitation rates across the central United States. J Geophys Res 116:D02115. doi:10.1029/2010JD014741
Alexander LV, Zhang X et al (2006) Daily climate extremes of temperature and precipitation. J Geophys Res 111:D05109. doi:10.1029/2005JD006290
Alpert P, Ben-Gai T, Baharad A, Benjamini Y, Yekutieli D, Colacino M, Diodato Ramis C, Homar V, Romero R, Michaelides S, Manes A (2002) The paradoxical increase of Mediterranean extreme daily rainfall in spite of decrease in total values. Geophys Res Lett 29:311–314
Funk CC, Peterson PJ, Landsfeld MF, et al (2014) A quasi-global precipitation time series for drought monitoring. U.S. Geological Survey Data Series 832(4). http://dx.doi.org/110.3133/ds832
Funk C, Peterson P, Landsfeld M et al (2015) The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Sci Data 2:150066. doi:10.1038/sdata.2015.66
Han WS, Burian SJ, Shepherd JM (2011) Assessment of satellite-based rainfall estimates in urban areas in different geographic and climatic regions. Nat Hazards 56:733–747. doi:10.1007/s11069-010-9585-7
Han L, Xu Y, Pan G, Deng X, Hu C, Xu H, Shi H (2015) Changing properties of precipitation extremes in the urban areas, Yangtze River Delta, China, during 1957–2013. Nat Hazards 79:437–454. doi:10.1007/s11069-015-1850-3
Haylock MR, Hofstra N, Klein Tank AMG, Klok EJ, Jones PD, New M (2008) A European daily high-resolution gridded dataset of surface temperature and precipitation. J Geophys Res 113:D20119. doi:10.1029/2008JD010201
Huffman GJ, Adler RF, Bolvin DT, Gu G, Nelkin EJ, Bowman KP, Hong Y, Stocker EF, Wolff DB (2007) The TRMM Multisatellite precipitation analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. J Hydrometeorol 8:38–55. doi:10.1175/JHM560.1
Katsanos D, Retalis A, Michaelides S (2016) Validation of a high-resolution precipitation database (CHIRPS) over Cyprus for a 30-year period. Atmos Res 169:459–464. doi:10.1016/j.atmosres.2015.05.015
Liu L, Xu ZX (2015) Regionalization of precipitation and the spatiotemporal distribution of extreme precipitation in southwestern China. Nat Hazards. doi:10.1007/s11069-015-2018-x
Michaelides S, Levizzani V, Anagnostou E, Bauer P, Kasparis T, Lane JE (2009a) Precipitation: measurement, remote sensing, climatology and modeling. Atmos Res 94:512–533
Michaelides SC, Tymvios FS, Michaelidou T (2009b) Spatial and temporal characteristics of the annual rainfall frequency distribution in Cyprus. Atmos Res 94:606–615
Nastos PT, Kapsomenakis J, Douvis KC (2013) Analysis of precipitation extremes based on satellite and high-resolution gridded data set over Mediterranean basin. Atmos Res 131:46–59. doi:10.1016/j.atmosres.2013.04.009
Ozcan O, Bookhagen B, Musaoglu N (2013) Analyzing spatiotemporal patterns of extreme precipitation events in Southeastern Anatolia. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol XL-7/W2, ISPRS2013-SSG, 11–17 November 2013, Antalya, Turkey, pp 195–200. doi:10.5194/isprsarchives-XL-7-W2-195-2013
Pombo S, de Oliveira RP (2015) Evaluation of extreme precipitation estimates from TRMM in Angola. J Hydrol 523:663–679. doi:10.1016/j.jhydrol.2015.02.014
Retalis A, Katsanos D, Michaelides S (2016) Precipitation climatology over the Mediterranean Basin—validation over Cyprus. Atmos Res 169:449–458. doi:10.1016/j.atmosres.2015.01.012
Scofield RA, Kuligowski RJ (2007) Satellite precipitation algorithms for extreme precipitation events. In: Levizzani V, Bauer P, Turk FJ (eds) Measuring precipitation from space. Springer, Netherlands, pp 485–495
Seto S, Iguchi T, Utsumi N, Kiguchi M, Oki T (2013) Evaluation of extreme rain estimates in the TRMM/PR standard product version 7 using high-temporal-resolution rain gauge datasets over Japan. SOLA 9:98–101. doi:10.2151/sola.2013-022
Tapiador FJ, Turk FJ, Petersen W, Hou AY, García-Ortega E, Machado LAT, Angelis CF, Salio P, Kidd C, Huffman GJ, de Castro M (2012) Global precipitation measurement: methods, datasets and applications. Atmos Res 104–105:70–97. doi:10.1016/j.atmosres.2011.10.021
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The authors acknowledge the usage of the CHIRPS dataset from the Climate Hazards Group (http://chg.geog.ucsb.edu/data/chirps). Ground-based data were provided by the Cyprus Department of Meteorology.
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Katsanos, D., Retalis, A., Tymvios, F. et al. Analysis of precipitation extremes based on satellite (CHIRPS) and in situ dataset over Cyprus. Nat Hazards 83 (Suppl 1), 53–63 (2016). https://doi.org/10.1007/s11069-016-2335-8
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DOI: https://doi.org/10.1007/s11069-016-2335-8