Analysis of frequency and magnitude of extreme rainfall events with potential impacts on flooding: a case study from the central United States

International Journal of Climatology

Volumn 36, Issue 10, 2016, Pages 3578-3587

  Rahmani, Vahid ^a   Hutchinson, Stacy L ^b   Harrington, John A ^c   Hutchinson, J M Shawn ^c  

^a UNIVERSITY OF KANSAS   (United States)

^b Kansas State University   (United States)

^c KANSAS STATE UNIVERSITY   (United States)

Author keywords

climate change; Kansas; non parametric methods; precipitation; runoff; seasonal rainfall

Indexed keywords

CLIMATE CHANGE; FLOOD CONTROL; FLOODS; PRECIPITATION (CHEMICAL); RAIN; RUNOFF; SOIL MOISTURE; STORMS; WATER MANAGEMENT;

CLIMATE VARIABILITY AND CHANGE; KANSAS; MONTHLY RAINFALLS; NONPARAMETRIC METHODS; PRECIPITATION EVENTS; SEASONAL RAINFALL; TEMPORAL AND SPATIAL DISTRIBUTION; WATER MANAGEMENT SYSTEMS;

PRECIPITATION (METEOROLOGY);

CLIMATE CHANGE; CLIMATE VARIATION; DROUGHT; FLASH FLOOD; FLOODING; PRECIPITATION ASSESSMENT; RAINFALL; RUNOFF; WATER MANAGEMENT;

KANSAS; UNITED STATES;

EID: 84951811014     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.4577     Document Type: Article

References (73)

1. Adams RM, Rosenzweig C, Peart R, Ritchie JT, McCarl BA, David Glyer J, Bruce Curry R, Jones JW, Boote KJ, Hartwell A Jr. 1990. Global climate change and US agriculture. Nature 345: 219–224.
2. Ahani H, Kherad M, Kousari MR, Rezaeian-Zadeh M, Karampour MA, Ejraee F, Kamali S. 2012. An investigation of trends in precipitation volume for the last three decades in different regions of Fars province, Iran. Theor. Appl. Climatol. 109: 361–382.
3. Alexander L, Zhang X, Peterson T, Caesar J, Gleason B, Klein Tank A, Haylock M, Collins D, Trewin B, Rahimzadeh F. 2006. Global observed changes in daily climate extremes of temperature and precipitation. J. Geophys. Res. Atmos. 111: D05109.
4. Altava-Ortiz V, Llasat M, Ferrari E, Atencia A, Sirangelo B. 2011. Monthly rainfall changes in central and western Mediterranean basins, at the end of the 20th and beginning of the 21st centuries. Int. J. Climatol. 31: 1943–1958.
5. Arguez A, Durre I, Applequist S, Vose RS, Squires MF, Yin X, Heim RR Jr, Owen TW. 2012. NOAA's 1981–2010 US climate normals: an overview. Bull. Am. Meteorol. Soc. 93: 1687–1697.
6. Ashley WS, Mote TL, Dixon PG, Trotter SL, Powell EJ, Durkee JD, Grundstein AJ. 2003. Distribution of mesoscale convective complex rainfall in the United States. Mon. Weather Rev. 131: 3003–3017.
7. Backlund P. 2009. Effects of Climate Change on Agriculture, Land Resources, Water Resources, and Biodiversity in the United States. Diane Publishing: Washington, DC.
8. Bates B, Kundzewicz ZW, Wu S, Palutikof J. 2008. Climate Change and Water. Intergovernmental Panel on Climate Change (IPCC): Geneva, Switzerland.
9. Boix-Fayos C, Calvo-Cases A, Imeson A, Soriano-Soto M, Tiemessen I. 1998. Spatial and short-term temporal variations in runoff, soil aggregation and other soil properties along a Mediterranean climatological gradient. Catena 33: 123–138.
10. Bradley AA, Smith JA. 1994. The hydrometeorological environment of extreme rainstorms in the southern plains of the United States. J. Appl. Meteorol. 33: 1418–1431.
11. Brooks K. 2006. Environmental history as Kansas history. Kans. Hist. 29: 116–131.
12. Clark AJ, Gallus WA Jr, Xue M, Kong F. 2010. Convection-allowing and convection-parameterizing ensemble forecasts of a mesoscale convective vortex and associated severe weather environment. Weather Forecast. 25: 1052–1081.
13. Clement RW, Bark LD, Stiles TC. 1991. Kansas floods and droughts. Water Supply Paper 2375, US Geological Survey, Lawrence, KS.
14. Engelbrecht C, Engelbrecht F, Dyson L. 2013. High-resolution model-projected changes in mid-tropospheric closed-lows and extreme rainfall events over southern Africa. Int. J. Climatol. 33: 173–187.
15. Flora SD. 1934. Kansas weather and its effects on crops. Trans. Kans. Acad. Sci. 37: 161–168.
16. Foufoula-Georgiou E, Wilson LL. 1990. In search of regularities in extreme rainstorms. J. Geophy. Res. Atmos. 95: 2061–2072.
17. Frich P, Alexander LV, Della-Marta P, Gleason B, Haylock M, Klein Tank AMG, Peterson T. 2002. Observed coherent changes in climatic extremes during the second half of the twentieth century. Clim. Res. 19: 193–212.
18. Fritsch J, Kane R, Chelius C. 1986. The contribution of mesoscale convective weather systems to the warm-season precipitation in the United States. J. Clim. Appl. Meteorol. 25: 1333–1345.
19. Golian S, Saghafian B, Sheshangosht S, Ghalkhani H. 2010. Comparison of classification and clustering methods in spatial rainfall pattern recognition at Northern Iran. Theor. Appl. Climatol. 102: 319–329.
20. Goodin DG, Mitchell JE, Knapp MC, Bivens RE. 1995. Climate and weather atlas of Kansas: an introduction. Educational Series 12, Kansas Geological Survey, Lawrence, KS.
21. Groisman PY, Knight RW, Karl TR. 2001. Heavy precipitation and high streamflow in the contiguous United States: trends in the twentieth century. Bull. Am. Meteorol. Soc. 82: 219–246.
22. Groisman PY, Knight RW, Karl TR, Easterling DR, Sun B, Lawrimore JH. 2004. Contemporary changes of the hydrological cycle over the contiguous United States: trends derived from in situ observations. J. Hydrometeorol. 5: 64–85.
23. Groisman PY, Knight RW, Karl TR. 2012. Changes in intense precipitation over the central United States. J. Hydrometeorol. 13: 47–66.
24. Gutowski W, Hegerl G, Holland G, Knutson T, Mearns L, Stouffer R, Webster P, Wehner M, Zwiers F. 2008. Causes of observed changes in extremes and projections of future changes. In Weather and Climate Extremes in a Changing Climate, Karl TR, Meehl GA, Miller CD, Hassol SJ, Waple AM, Murray WL (eds). U.S. Climate Change Science Program and the Subcommittee on Global Change Research: Washington, DC.
25. Harrington JA Jr, Brown BJ. 1985. A synoptic climatology of depressions in warm season precipitation profiles from the upper middle west. Phys. Geogr. 6: 186–197.
26. Hatfield JL, Boote KJ, Kimball B, Ziska L, Izaurralde RC, Ort D, Thomson AM, Wolfe D. 2011. Climate impacts on agriculture: implications for crop production. Agron. J. 103: 351–370.
27. Helsel DR, Hirsch RM. 2002. Statistical Methods in Water Resources. US Geological Survey: Reston, VA.
28. Houze RA Jr, Smull BF, Dodge P. 1990. Mesoscale organization of springtime rainstorms in Oklahoma. Mon. Weather Rev. 118: 613–654.
29. Hundecha Y, Bárdossy A. 2005. Trends in daily precipitation and temperature extremes across western Germany in the second half of the 20th century. Int. J. Climatol. 25: 1189–1202.
30. Karl TR. 1983. Some spatial characteristics of drought duration in the United States. J. Clim. Appl. Meteorol. 22: 1356–1366, doi: 10.1175/1520-0450(1983)022<1356:SSCODD>2.0.CO;2.
31. Karl TR, Knight RW. 1998. Secular trends of precipitation amount, frequency, and intensity in the United States. Bull. Am. Meteorol. Soc. 79: 231–241.
32. Kendall M. 1975. Rank Correlation Measures. Charles Griffin: London, 202 pp.
33. Klein Tank A, Können G. 2003. Trends in indices of daily temperature and precipitation extremes in Europe, 1946–99. J. Clim. 16: 3665–3680.
34. Klein Tank A, Wijngaard J, Können G, Böhm R, Demarée G, Gocheva A, Mileta M, Pashiardis S, Hejkrlik L, Kern-Hansen C. 2002. Daily dataset of 20th-century surface air temperature and precipitation series for the European climate assessment. Int. J. Climatol. 22: 1441–1453.
35. Kolva J. 1993. Effects of the great midwest flood of 1993 on wetlands. United States Geological Survey Water Supply Paper 2425, Salt Lake City, UT.
36. Kunkel KE, Andsager K, Easterling DR. 1999. Long-term trends in extreme precipitation events over the conterminous United States and Canada. J. Clim. 12: 2515–2527.
37. Kunkel K, Bromirski P, Brooks H, Cavazos T, Douglas A, Easterling D, Emanuel K, Groisman PY, Holland G, Knutson T. 2008. Observed changes in weather and climate extremes. US Climate Change Science Program, Weather and Climate Extremes in a Changing Climate. Department of Commerce, NOAA's National Climatic Data Center: Washington, DC.
38. Kunkel KE, Easterling DR, Kristovich DA, Gleason B, Stoecker L, Smith R. 2012. Meteorological causes of the secular variations in observed extreme precipitation events for the conterminous United States. J. Hydrometeorol. 13: 1131–1141.
39. Kunkel K, Stevens L, Stevens S, Sun L, Janssen E, Wuebbles D, Kruk M, Thomas D, Shulski M, Umphlett N. 2013. Regional climate trends and scenarios for the US national climate assessment: part 4. Climate of the US Great Plains. NOAA Technical Report NESDIS 142, Washington, DC, 91 pp.
40. Laing AG, Michael Fritsch J. 1997. The global population of mesoscale convective complexes. Q. J. R. Meteorol. Soc. 123: 389–405.
41. Mallakpour I, Villarini G. 2015. The changing nature of flooding across the central United States. Nat. Clim. Change 5: 250–254.
42. Mann HB. 1945. Nonparametric tests against trend. Econometrica 13: 245–259.
43. McAnelly RL, Cotton WR. 1989. The precipitation life cycle of mesoscale convective complexes over the central United States. Mon. Weather Rev. 117: 784–808.
44. McCabe GJ, Palecki MA, Betancourt JL. 2004. Pacific and Atlantic Ocean influences on multidecadal drought frequency in the United States. Proc. Natl. Acad. Sci. U. S. A. 101: 4136–4141, doi: 10.1073/pnas.0306738101.
45. McCarthy JJ. 2001. Climate Change 2001: Impacts, Adaptation, and Vulnerability: Contribution of Working Group II to the Third Assessment Report OF the Intergovernmental Panel on Climate Change. Cambridge University Press.
46. Milly P, Julio B, Malin F, Robert M, Zbigniew W, Dennis P, Ronald J. 2007. Stationarity is dead. Ground Water News Views 4: 6–8.
47. Min S, Zhang X, Zwiers FW, Hegerl GC. 2011. Human contribution to more-intense precipitation extremes. Nature 470: 378–381.
48. Mishra S, Pandey R, Jain M, Singh VP. 2008. A rain duration and modified AMC-dependent SCS-CN procedure for long duration rainfall-runoff events. Water Resour. Manage. 22: 861–876.
49. Moore JT, Glass FH, Graves CE, Rochette SM, Singer MJ. 2003. The environment of warm-season elevated thunderstorms associated with heavy rainfall over the central United States. Weather Forecast. 18: 861–878.
50. Nandintsetseg B, Greene JS, Goulden CE. 2007. Trends in extreme daily precipitation and temperature near Lake Hövsgöl, Mongolia. Int. J. Climatol. 27: 341–347.
51. New M, Hulme M, Jones P. 2000. Representing twentieth-century space-time climate variability. Part II: development of 1901–96 monthly grids of terrestrial surface climate. J. Clim. 13: 2217–2238.
52. New M, Hewitson B, Stephenson DB, Tsiga A, Kruger A, Manhique A, Gomez B, Coelho CA, Masisi DN, Kululanga E. 2006. Evidence of trends in daily climate extremes over southern and west Africa. J. Geophys. Res. Atmos. 111: 1–11.
53. Olsen JR, Stedinger JR, Matalas NC, Stakhiv EZ. 1999. Climate variability and flood frequency estimation for the upper Mississippi and lower Mississippi rivers. J. Am. Water Resour. Assoc. 35: 1509–1523.
54. Patz JA, Campbell-Lendrum D, Holloway T, Foley JA. 2005. Impact of regional climate change on human health. Nature 438: 310–317.
55. Peterson TC. 2013. Explaining extreme events of 2012 from a climate perspective. Bull. Am. Meteorol. Soc. 94: S1–S74, doi: 10.1175/BAMS-D-13-00085.1.
56. Rahmani V, Hutchinson S, Hutchinson J, Anandhi A. 2014. Extreme daily rainfall event distribution patterns in Kansas. J. Hydrol. Eng. 19: 707–716, doi: 10.1061/(ASCE)HE.1943-5584.0000839.
57. Rahmani V, Hutchinson SL, Harrington JA Jr, Hutchinson J, Anandhi A. 2015. Analysis of temporal and spatial distribution and change-points for annual precipitation in Kansas, USA. Int. J. Climatol. 35(13): 3879–3887, doi: 10.1002/joc.4252.
58. Rosenzweig C, Neofotis P. 2013. Detection and attribution of anthropogenic climate change impacts. WIREs. Clim. Change 4: 121–150.
59. Ryberg KR, Lin W, Vecchia AV. 2012. Impact of Climate Variability on Runoff in the North-Central United States. J. Hydrol. Eng. 19: 148–158.
60. Schumacher RS, Johnson RH. 2006. Characteristics of US extreme rain events during 1999–2003. Weather Forecast. 21: 69–85.
61. Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL. 2007. Climate Change 2007-the Physical Science Basis, IPCC. Cambridge University Press: Cambridge, UK and New York, NY.
62. Stern NNH. 2007. The Economics of Climate Change: The Stern Review. Cambridge University Press.
63. Sylla M, Gaye A, Jenkins G. 2012. On the fine-scale topography regulating changes in atmospheric hydrological cycle and extreme rainfall over West Africa in a regional climate model projections. Int. J. Geophys. 2012: 1–15.
64. Trenberth K, Jones P, Ambenje P, Bojariu R, Easterling D, Tank AK, Parker D, Rahimzadeh F, Renwick J, Rusticucci M. 2007. Chapter 3. Observations: surface and atmospheric climate change. In Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Solomon S, Qin D, Manning M, Marquis M, Averyt KB, Tignor M, Miller HL, Chen Z (eds). Cambridge University Press: Cambridge, UK and New York, NY, 235–336.
65. Trewartha GT. 1961. The Earth's Problem Climates. University of Wisconsin Press: Madison, WI.
66. U.S. Geological Survey. 2013. Historic floods of Kansas. U.S. Geological Survey No. 2014, Lawrence, KS. http://ks.water.usgs.gov/historic-floods-of-kansas (accessed 12 December 2014).
67. Villarini G, Smith JA, Baeck ML, Vitolo R, Stephenson DB, Krajewski WF. 2011. On the frequency of heavy rainfall for the Midwest of the United States. J. Hydrol. 400: 103–120, doi: 10.1016/j.jhydrol.2011.01.027.
68. Villarini G, Smith JA, Vecchi GA. 2013. Changing frequency of heavy rainfall over the Central United States. J. Clim. 26: 351–357.
69. Walther G, Post E, Convey P, Menzel A, Parmesan C, Beebee TJ, Fromentin J, Hoegh-Guldberg O, Bairlein F. 2002. Ecological responses to recent climate change. Nature 416: 389–395.
70. Wang S, Chen T. 2009. The late-spring maximum of rainfall over the US Central Plains and the role of the low-level jet. J Clim 22: 4696–4709.
71. Ward RD. 1925. The Climate of the United States. Ginn.
72. Woodhouse CA, Overpeck JT. 1998. 2000 years of drought variability in the Central United States. Bull. Am. Meteorol. Soc. 79: 2693–2714.
73. Zhang X, Wan H, Zwiers FW, Hegerl GC, Min S. 2013. Attributing intensification of precipitation extremes to human influence. Geophys. Res. Lett. 40: 5252–5257, doi: 10.1002/grl.51010.