Long term spatial and temporal rainfall trends and homogeneity analysis in Wainganga basin, Central India

Weather and Climate Extremes - Tập 4 - Trang 50-61 - 2014
Arun Kumar Taxak1, A.R. Murumkar1, D.S. Arya1
1Department of Hydrology, IIT Roorkee, 247667 Uttarakhand, India

Tài liệu tham khảo

Alexandersson, 1997, Homogenization of Swedish temperature data. Part I: a homogeneity test for linear trends, Int. J. Climatol., 17, 25, 10.1002/(SICI)1097-0088(199701)17:1<25::AID-JOC103>3.0.CO;2-J Alexandersson, 1986, A homogeneity test applied to precipitation data, Int. J. Climatol., 6, 661, 10.1002/joc.3370060607 Ackerman, 2000, Reduction of tropical cloudiness by soot, Science, 288, 1042, 10.1126/science.288.5468.1042 Anderson, 1941, Distribution of the serial correlation coefficients, Ann. Math. Stat., 8, 1 Baines, P.G., 2006. The late 1960s Global Climate Shift and its influence on the Southern Hemisphere. In: Proceedings of 8 ICSHMO, Brazil, INPE, pp. 1477–1482. Barsugli, J., Anderson, C., Smith, J.B., Vogel, J.M., 2009. Options for Improving Climate Modeling to Assist Water Utility Planning for Climate Change. White Paper, Water Utility Climate Alliance. Basistha, 2009, Analysis of historical changes in the Indian Himalayas, Int. J. Climatol., 29, 555, 10.1002/joc.1706 Brekke, L.D., Kiang, J.E., Olsen, J.R., Pulwarty, R.S., Raff, D.A., Turnipseed, D.P., Webb, R.S., White, K.D., 2009. Climate Change and Water Resources Management: A Federal Perspective. US Geological Survey Circular, 1331, 65p. 〈http://pubs.usgs.gov/circ/1331/〉. Buishand, 1982, Some methods for testing the homogeneity of precipitation records, J. Hydrol., 58, 11, 10.1016/0022-1694(82)90066-X Cayan, 1989, The influence of north Pacific atmospheric circulation on streamflows in the west, Geophys. Monogram Ser., 55, 375 Cleveland, 1979, Robust locally weighted regression and smoothing scatter plots, J. Am. Stat. Assoc., 74, 829, 10.1080/01621459.1979.10481038 Cleveland, 1984, Graphs in scientific publications, Am. Stat., 38, 261 Cunderlik, 2004, Linkages between regional trends in monthly maximum flows and selected climatic variables, ASCE J. Hydrol. Eng., 9, 246, 10.1061/(ASCE)1084-0699(2004)9:4(246) Dash, 2007, Some evidence of climate change in twentieth-century India, Clim. Change, 85, 299, 10.1007/s10584-007-9305-9 de la Casa, 2010, Breakpoints in annual rainfall trends in Córdoba, Argentina, Atmos. Res., 95, 419, 10.1016/j.atmosres.2009.11.005 de la Casa, 2012, Low frequency oscillation of rainfall in Córdoba, Argentina, and its relation with solar cycles and cosmic rays, Atmos. Res., 113, 140, 10.1016/j.atmosres.2012.05.003 De Luis, 2000, Spatial analysis of rainfall trends in the region of Valencia (east Spain), 2000, Int. J. Climatol., 20, 1451, 10.1002/1097-0088(200010)20:12<1451::AID-JOC547>3.0.CO;2-0 Duhan, 2013, Statistical analysis of long term spatial and temporal trends of precipitation during 1901–2002 at Madhya Pradesh, India, Atmos. Res., 122, 136, 10.1016/j.atmosres.2012.10.010 Goswami, 2006, Increasing trends of extreme rain events over India in a warming environment, Science, 314, 1442, 10.1126/science.1132027 Haigh, 2004, Sustainable management of headwater resources: the Nairobi headwater declaration (2002) and beyond, Asian J. Water, Environ. Pollut., 1, 17 Hamed, 1998, A modified Mann–Kendall trend test for auto correlated data, J. Hydrol., 204, 182, 10.1016/S0022-1694(97)00125-X Helsel, D.R., Hirsch, R.M., 2002. Statistical Methods in Water Resources. United States Geological Survey, 524. Jain, 2000, Magintude and timing of annual maximum floods, trends and large scale climatic associations for the Blacksmith Fork River, Utah, Water Resour. Res., 36, 3641, 10.1029/2000WR900183 Kendall, 1975 Khan, 2000, Recent sea level and sea surface temperature trends along the Bangladesh coast in relation to the frequency of intense cyclones, Mar. Geo-desy, 23, 103, 10.1080/01490410050030670 Krishnakumar, 2009, Rainfall trends in twentieth century over Kerala, India, Atmos. Environ., 43, 1940, 10.1016/j.atmosenv.2008.12.053 Kumar, 2011, Trends in rainfall amount and number of rainy days in river basins of India (1951–2004), Hydrol. Res., 42, 4, 10.2166/nh.2011.067 Lal, 2003, Global climate change: India׳s monsoon and its variability, J. Environ. Stud. Policy, 6, 1 Lins, 1999, Stream flow trends in the United States, Geophys. Res. Lett., 26, 227, 10.1029/1998GL900291 Mann, 1945, Nonparametric tests against trend, Econometrica, 13, 245, 10.2307/1907187 Mart´ınez, 2009, Time trends of daily maximum and minimum temperatures in Catatonia (NE Spain) for the period 1975–2004, Int. J. Climatol., 30, 267 Min, 2003, Spatial and temporal comparisons of droughts over Korea with East Asia, Int. J. Climatol., 23, 223, 10.1002/joc.872 Mirza, 2002, Global warming and changes in the probability of occurrence of floods in Bangladesh and implications, Glob. Environ. Chang., 12, 127, 10.1016/S0959-3780(02)00002-X Nair, 2003, Impact of land use on Costa Rican tropical montane cloud forests: sensitivity of cumulus cloud field characteristics to low land deforestation, J. Geophys. Res., 108, 4206, 10.1029/2001JD001135 Pant, 2003, Long-term climate variability and change over monsoon Asia, J. Indian Geophys. Union, 7, 125 Pettitt, 1979, A non-parametric approach to the change-point detection, Appl. Stat., 28, 126, 10.2307/2346729 Ramanathan, 2001, Aerosols, climate and the hydrological cycle, Science, 294, 2119, 10.1126/science.1064034 Ramanathan, 2005, Atmospheric brown clouds: impacts on South Asian climate and hydrological cycle, Proc. Natl. Acad. Sci. USA, 102, 5326, 10.1073/pnas.0500656102 Rao, 2003, 362 Raucher, R.S., 2011. The Future of Research on Climate Change Impacts on Water: A Workshop Focused on Adaption Strategies and Information Needs. Water Research Foundation. 〈http://www.waterrf.org/projectsreports/publicreportlibrary/4340.pdf〉. Ray, 2003, Effects of land use in Southwest Australia: 1. Observations of cumulus cloudiness and energy fluxes, J. Geophys. Res., 108, 4414, 10.1029/2002JD002654 Ray, 2006, Impact of land use on Costa Rican tropical montane cloud forests: sensitivity of orographic cloud formation to deforestation in the plains, J. Geophys. Res., 111, D02108, 10.1029/2005JD006096 Sarkar, 2004, Interannual variability of vegetation over the Indian sub-continent and its relation to the different meteorological parameters, Remote Sens. Environ., 90, 268, 10.1016/j.rse.2004.01.003 Sen, 1968, Estimates of the regression coefficient based on Kendall׳s tau, J. Am. Stat. Assoc., 63, 1379, 10.1080/01621459.1968.10480934 Shifteh Somee, 2012, Spatiotemporal trends and change point of precipitation in Iran, Atmos. Res., 113, 1, 10.1016/j.atmosres.2012.04.016 Shrestha, 2000, Precipitation fluctuations in the Nepal Himalaya and its vicinity and relationship with some large scale climatological parameters, Int. J. Climatol., 20, 317, 10.1002/(SICI)1097-0088(20000315)20:3<317::AID-JOC476>3.0.CO;2-G Singh, O.P., Sontakke, N.A., Singh, N.H., Pandey Kumar, A., 2005. Recent trend in spatio temporal variation of precipitation over India – an investigation into basin-scale rainfall fluctuations. In:Proceedings of Symposium S6 Held During the Seventh IAHS Scientific Assembly at Foz do Iguacu, Brazil, April 2005. IAHS Publication 296. pp. 273–282. Sinha Ray, K.C., Srivastava, A.K., 1999. Is there any change in extreme events like droughts and heavy rainfall? INTROPMET- 97, 2–5 December 1997, IIT New Delhi, 1999. Subash, 2011, Variability of rainfall and effective onset and length of the monsoon season over a sub-humid climatic environment, Atmos. Res., 99, 479, 10.1016/j.atmosres.2010.11.020 Tabari, 2011, Testing for long-term trends in climatic variables in Iran, Atmos. Res., 100, 132, 10.1016/j.atmosres.2011.01.005 Theil, 1950, A rank invariant method of linear and polynomial regression analysis, Part 3, Nederl. Akad. Wetensch. Proc., 53, 1397 van Belle, G., Hughes, J., 1984. Nonparametric Tests for Trend in Water Quality. Water Resources Research. Yue, 2003, Canadian streamflow trend detection: impacts of serial and cross-correlation, Hydrol. Sci. J., 48, 51, 10.1623/hysj.48.1.51.43478 Yue, 2003, Long term trends of annual and monthly precipitation in Japan, J. Am. Water Resour. Assoc., 39, 587, 10.1111/j.1752-1688.2003.tb03677.x Yue, 2002, Power of the Mann–Kendall and Spearman׳s rho tests for detecting monotonic trends in hydrological series, J. Hydrol., 259, 254, 10.1016/S0022-1694(01)00594-7