An assembled extreme value statistical model of karst spring discharge

Journal of Hydrology

Volumn 504, Issue , 2013, Pages 57-68

  Fan, Yonghui ^a   Huo, Xueli ^a   Hao, Yonghong ^a   Liu, Yan ^a   Wang, Tongke ^a   Liu, Youcun ^a   Yeh, Tianchyi J ^b  

^a TIANJIN NORMAL UNIVERSITY   (China)

^b UNIVERSITY OF ARIZONA   (United States)

Author keywords

Assembled extreme value statistical model; Flow cessation; Generalized Pareto distribution; Karst spring; Niangziguan Springs

Indexed keywords

FLOW CESSATION; GENERALIZED PARETO DISTRIBUTIONS; KARST SPRINGS; NIANGZIGUAN SPRINGS; STATISTICAL MODELING;

GROUNDWATER; PROBABILITY;

SPRINGS (WATER);

CLIMATE VARIATION; FLOW MODELING; KARST HYDROLOGY; PROBABILITY; SPRING WATER; STATISTICAL ANALYSIS;

CHINA; NIANGZIGUAN SPRING; SHANXI;

EID: 84885765521     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2013.09.023     Document Type: Article

References (27)

1. Becker R.A., Chambers J.M., Wilks A.R. The New S Language: A Programming Environment for Data Analysis and Graphics 1988, Wadsworth & Brooks Cole, Pacific Grove, CA.
2. Beynen P., Feliciano N., North L., Townsend K. Application of a karst disturbance index in Hillsborough County, Florida. Environmental Management 2007, 39(2):261-277.
3. Coles S. An Introduction to Statistical Modeling of Extreme Values 2001, Springer, New York.
4. Conover W.J. Practical Nonparametric Statistics 1971, John Wiley & Sons, New York, pp. 295-301.
5. Gams I., Nicod J., Julian M., Anthory E., Sauro U. Environmental change and human impacts on the Mediterranean karsts of France, Italy and the Dinaric Region. Karst Terrians: Environmental Changes, Human Impact: Catena Supplement 25 1993, Catena Verlag, Cremlingen-Destedt, Germany. P.W. Williams (Ed.).
6. Gilleland E., Katz R.W. New software to analyze how extremes change over time. Eos 2011, 92(2):13-14.
7. Guo Q., Wang Y., Ma T., Li L. Variation of karst springs discharge in recent five decades as an indicator of global climate change: a case study at Shanxi, northern China. Science in China Series D: Earth Science 2005, 48(11):2001-2010.
8. Han X., Lu R., Li Q. Karst Water System: A Study on Big Karst Spring in Shanxi 1993, Geological Publishing House, Beijing, (in Chinese).
9. Hao Y., Yeh T.-C., Gao Z., Wang Y., Zhao Y. A gray system model for studying the response to climatic change: the Liulin karst springs, China. Journal of Hydrology 2006, 328(3-4):668-676.
10. Hao Y., Yeh T.-C., Wang Y., Zhao Y. Analysis of karst aquifer spring flows with a gray system decomposition model. Ground Water 2007, 45(1):46-52.
11. Hao Y., Liu G., Li H., Zhao J., Wang Y., Yeh T.-C. Investigation of karstic hydrological processes of Niangziguan Springs (North China) using wavelet analyses. Hydrological Processes 2012, 26(20):3062-3069. 10.1002/hyp.8265.
12. Heinz B., Birk S., Liedl R., Geyer T., Straub K.L., Andresen J., Bester K., Kappler A. Water quality deterioration at a karst spring (Gallusquelle, Germany) due to combined sewer overflow: evidence of bacterial and micro-pollutant contamination. Environmental Geology 2008, 57(4):797-801.
13. Hosking J.R.M., Wallis J.R. The effect of intersite dependence on regional flood frequency analysis. Water Resources Research 1988, 24(4):588-600.
14. Hu C., Hao Y., Yeh T.J., Pang B., Wu Z. Simulation of spring flows from a karst aquifer with an artificial neural network. Hydrological Processes 2008, 22(5):596-604.
15. Intergovernmental Panel on Climate Change (IPCC) Climate Change 2007: Synthesis Report 2007, IPCC, Geneva, Switzerland.
16. Jemcov I. Water supply potential and optimal exploitation capacity of karst aquifer systems. Environmental Geology 2007, 51(5):767-773.
17. Katz R.W., Parlange M.B., Naveau P. Statistics of extremes in hydrology. Advances in Water Resources 2002, 25(8):1287-1304.
18. Keith E.M., Paul W.S. Linear Model Theory 2006, John Wiley & Sons, New Jersey.
19. Lettenmaier D.P., Wallis J.R., Wood E.F. Effect of regional heterogeneity on flood frequency estimation. Water Resources Research 1987, 23(2):313-323.
20. Liang Y., Han X., Xue F. Water Resources Conservation for Karst Spring Basin of Sbahxi Province 2008, China Water and Power Press, Beijing, (in Chinese).
21. Milly P.C.D., Betancourt J., Falkenmark M., Hirsch R.M., Kundzewicz Z.W., Lettenmaier D.P., Stouffer R.J. Stationarity is dead: whither water management?. Science 2008, 319(1):573-574.
22. Morrison J.E., Smith J.A. Stochastic modeling of flood peaks using the generalized extreme value distribution. Water Resources Research 2002, 38(12):41-1-41-12.
23. Najib K., Jourde H., Pistre S. A methodology for extreme groundwater surge predetermination in carbonate aquifers: groundwater flood frequency analysis. Journal of Hydrology 2008, 352(1-2):1-15.
24. Rasmussen P.F. Generalized probability weighted moments: application to the generalized Pareto distribution. Water Resources Research 2001, 37(6):1745-1751.
25. Sauro U. Human impact on the karst of the Venetian Fore-Alps, Italy. Environmental Geology 1993, 21(3):115-121.
26. Towler E., Rajagopalan B., Gilleland E., Summers R.S., Yates D., Katz R.W. Modeling hydrologic and water quality extremes in a changing climate: a statistical approach based on extreme value theory. Water Resources Research 2010, 46:W1154. 10.1029/2009WR008876.
27. Wang Q. The POT model described by the generalized Pareto distribution with Poisson arrival rate. Journal of Hydrology 1991, 129(1-4):263-280.