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Volumn 154, Issue , 2015, Pages 25-38

Impact of climate variability on precipitation in the Upper Euphrates-Tigris Rivers Basin of Southeast Turkey

Author keywords

Euphrates Tigris basin; Mann Kendal test; Percent change; Precipitation trend analysis; Theil Sen Slope estimator

Indexed keywords

ATMOSPHERIC PRESSURE; GLOBAL WARMING; NORMAL DISTRIBUTION; REGIONAL PLANNING; STATISTICAL TESTS; TIME MEASUREMENT; WATERSHEDS;

EID: 84910630690     PISSN: 01698095     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosres.2014.11.002     Document Type: Article
Times cited : (46)

References (73)
  • 1
    • 79952819300 scopus 로고    scopus 로고
    • Trend analysis of water quality series based on regression models with correlated errors
    • Abaurrea J., Asín J., Cebrián C.C., García-Vera M.A. Trend analysis of water quality series based on regression models with correlated errors. J. Hydrol. 2011, 400:341-352.
    • (2011) J. Hydrol. , vol.400 , pp. 341-352
    • Abaurrea, J.1    Asín, J.2    Cebrián, C.C.3    García-Vera, M.A.4
  • 2
    • 32044463825 scopus 로고    scopus 로고
    • Trends and variability in the hydrological regime of the Mackenzie River Basin
    • Abdul Aziz O.I., Burn D.H. Trends and variability in the hydrological regime of the Mackenzie River Basin. J. Hydrol. 2006, 319:282-294.
    • (2006) J. Hydrol. , vol.319 , pp. 282-294
    • Abdul Aziz, O.I.1    Burn, D.H.2
  • 3
    • 1342291178 scopus 로고    scopus 로고
    • Development and management of the Euphrates-Tigris basin
    • Altinbilek D. Development and management of the Euphrates-Tigris basin. Water Resour. Dev. 2004, 20:15-33.
    • (2004) Water Resour. Dev. , vol.20 , pp. 15-33
    • Altinbilek, D.1
  • 4
    • 84996501247 scopus 로고    scopus 로고
    • Change in precipitation and temperature amounts over three decades in Central Anatolia
    • Altin T.B., Barak B., Altin B.N. Change in precipitation and temperature amounts over three decades in Central Anatolia. Turkey. Atmos. Clim. Sci. 2012, 2:107-125.
    • (2012) Turkey. Atmos. Clim. Sci. , vol.2 , pp. 107-125
    • Altin, T.B.1    Barak, B.2    Altin, B.N.3
  • 5
    • 80655128915 scopus 로고    scopus 로고
    • Temperature and precipitation trend analysis in Southeast Anatolia project (GAP) area
    • (in Turkish)
    • Bahadir M. Temperature and precipitation trend analysis in Southeast Anatolia project (GAP) area. J. Int. Soc. Res. 2011, 4:46-59. (in Turkish).
    • (2011) J. Int. Soc. Res. , vol.4 , pp. 46-59
    • Bahadir, M.1
  • 6
    • 34547143176 scopus 로고    scopus 로고
    • Restructuring of water usage in the Tigris-Euphrates basin: the impact of modern water management policies
    • New Haven, Connecticut, USA, J. Albert, M. Bernhardsson, R. Kenna (Eds.) Transformations of Middle Eastern Natural Environments: Legacies and Lessons
    • Beaumont P. Restructuring of water usage in the Tigris-Euphrates basin: the impact of modern water management policies. Yale School of Forestry and Environmental Studies, Bulletin Series No. 103 1998, 168-186. New Haven, Connecticut, USA. J. Albert, M. Bernhardsson, R. Kenna (Eds.).
    • (1998) Yale School of Forestry and Environmental Studies, Bulletin Series No. 103 , pp. 168-186
    • Beaumont, P.1
  • 7
    • 54049083473 scopus 로고    scopus 로고
    • Spatial analysis of water quality trends in the Han River basin
    • Chang H. Spatial analysis of water quality trends in the Han River basin. Water Res. 2008, 42:3285-3304.
    • (2008) Water Res. , vol.42 , pp. 3285-3304
    • Chang, H.1
  • 8
    • 0002605320 scopus 로고
    • Some quick sign tests for trend in location and dispersion
    • Cox D.R., Stuart A. Some quick sign tests for trend in location and dispersion. Biometrika 1955, 42:80-95.
    • (1955) Biometrika , vol.42 , pp. 80-95
    • Cox, D.R.1    Stuart, A.2
  • 9
    • 0033885334 scopus 로고    scopus 로고
    • North Atlantic influence on Tigris-Euphrates streamflow
    • Cullen H.M., deMenecol P.B. North Atlantic influence on Tigris-Euphrates streamflow. Int. J. Climatol. 2000, 20:853-863.
    • (2000) Int. J. Climatol. , vol.20 , pp. 853-863
    • Cullen, H.M.1    deMenecol, P.B.2
  • 10
    • 0342985840 scopus 로고    scopus 로고
    • (Ph.D Theis), the Faculty of Virginia Polytechnic Institute and State University, Blacksburg, Virginia
    • Darken P.F. Testing for changes in trend in water quality data 1999, (Ph.D Theis), the Faculty of Virginia Polytechnic Institute and State University, Blacksburg, Virginia.
    • (1999) Testing for changes in trend in water quality data
    • Darken, P.F.1
  • 12
    • 84871124643 scopus 로고    scopus 로고
    • Statistical analysis of long term spatial and temporal trends of precipitation during 1901-2002 at Madhya Pradesh, India
    • Duhan D., Pandey A. Statistical analysis of long term spatial and temporal trends of precipitation during 1901-2002 at Madhya Pradesh, India. Atmos. Res. 2013, 122:136-149.
    • (2013) Atmos. Res. , vol.122 , pp. 136-149
    • Duhan, D.1    Pandey, A.2
  • 14
    • 79952763033 scopus 로고    scopus 로고
    • An analysis of the tendency of reference evapotranspiration estimates and other climate variables during the last 45years in Southern Spain
    • Espadafor M., Lorite I.J., Gavilán P., Berengena J. An analysis of the tendency of reference evapotranspiration estimates and other climate variables during the last 45years in Southern Spain. Agric. Water Manag. 2011, 98:1045-1061.
    • (2011) Agric. Water Manag. , vol.98 , pp. 1045-1061
    • Espadafor, M.1    Lorite, I.J.2    Gavilán, P.3    Berengena, J.4
  • 15
    • 38349074097 scopus 로고    scopus 로고
    • Trend detection in hydrologic data: the trend test under the scaling hypothesis
    • Hamed K.H. Trend detection in hydrologic data: the trend test under the scaling hypothesis. J. Hydrol. 2008, 349:350-363.
    • (2008) J. Hydrol. , vol.349 , pp. 350-363
    • Hamed, K.H.1
  • 16
    • 0032579286 scopus 로고    scopus 로고
    • A modified trend test for autocorrelated data
    • Hamed K.H., Rao A.R. A modified trend test for autocorrelated data. J. Hydrol. 1998, 204:182-196.
    • (1998) J. Hydrol. , vol.204 , pp. 182-196
    • Hamed, K.H.1    Rao, A.R.2
  • 17
    • 0034849088 scopus 로고    scopus 로고
    • Linear trend analysis: a comparison of methods
    • Hess A., Lyer H., Malm W. Linear trend analysis: a comparison of methods. Atmos. Environ. 2001, 35:5211-5222.
    • (2001) Atmos. Environ. , vol.35 , pp. 5211-5222
    • Hess, A.1    Lyer, H.2    Malm, W.3
  • 18
    • 0033399269 scopus 로고    scopus 로고
    • Testing for trends in data unevenly distributed in time
    • Huth R. Testing for trends in data unevenly distributed in time. Theor. Appl. Climatol. 1999, 64:151-162.
    • (1999) Theor. Appl. Climatol. , vol.64 , pp. 151-162
    • Huth, R.1
  • 21
    • 28044467114 scopus 로고    scopus 로고
    • Climatic changes in Estonia during the second half of the 20th century in relationship with changes in large-scale atmospheric circulation
    • Jaagus J. Climatic changes in Estonia during the second half of the 20th century in relationship with changes in large-scale atmospheric circulation. Theor. Appl. Climatol. 2006, 83:77-88.
    • (2006) Theor. Appl. Climatol. , vol.83 , pp. 77-88
    • Jaagus, J.1
  • 22
    • 33745456749 scopus 로고    scopus 로고
    • Climate change hot-spots
    • Giorgi F. Climate change hot-spots. Geophys. Res. Lett. 2006, 33:L08707.
    • (2006) Geophys. Res. Lett. , vol.33 , pp. L08707
    • Giorgi, F.1
  • 23
    • 0034302549 scopus 로고    scopus 로고
    • Turkish waters: source of regional conflict or catalyst for peace?
    • Gruen G.E. Turkish waters: source of regional conflict or catalyst for peace?. Water Air Soil Pollut. 2000, 123:565-579.
    • (2000) Water Air Soil Pollut. , vol.123 , pp. 565-579
    • Gruen, G.E.1
  • 25
    • 0034499908 scopus 로고    scopus 로고
    • Regional variability of seasonal precipitation over Turkey
    • Kadioglu M. Regional variability of seasonal precipitation over Turkey. Int. J. Climatol. 2000, 20:1743-1760.
    • (2000) Int. J. Climatol. , vol.20 , pp. 1743-1760
    • Kadioglu, M.1
  • 26
    • 1642310633 scopus 로고    scopus 로고
    • Trend analysis of streamflow in Turkey
    • Kahya E., Kalayci S. Trend analysis of streamflow in Turkey. J. Hydrol. 2004, 289:128-144.
    • (2004) J. Hydrol. , vol.289 , pp. 128-144
    • Kahya, E.1    Kalayci, S.2
  • 28
    • 78851471007 scopus 로고    scopus 로고
    • Precipitation trend analyses in Kahramanmaras province
    • (In Turkish)
    • Karabulut M., Cosun F. Precipitation trend analyses in Kahramanmaras province. Cogn. Build. 2009, 7:65-83. (In Turkish).
    • (2009) Cogn. Build. , vol.7 , pp. 65-83
    • Karabulut, M.1    Cosun, F.2
  • 31
    • 1042271877 scopus 로고    scopus 로고
    • An institutional framework for facilitating cooperation in the Euphrates-Tigris River Basin. International negotiation
    • Kibaroglu A., Unver I.H.O. An institutional framework for facilitating cooperation in the Euphrates-Tigris River Basin. International negotiation. J. Ther. Pract. 2000, 5:311-330.
    • (2000) J. Ther. Pract. , vol.5 , pp. 311-330
    • Kibaroglu, A.1    Unver, I.H.O.2
  • 32
    • 67650470456 scopus 로고    scopus 로고
    • Streamflow trends in Indiana: effects of long term persistence, precipitation and subsurface drains
    • Kumar S., Merwade V., Kam J., Thurner K. Streamflow trends in Indiana: effects of long term persistence, precipitation and subsurface drains. J. Hydrol. 2009, 374:171-183.
    • (2009) J. Hydrol. , vol.374 , pp. 171-183
    • Kumar, S.1    Merwade, V.2    Kam, J.3    Thurner, K.4
  • 33
    • 0036383587 scopus 로고    scopus 로고
    • North Sea-Caspian Pattern (NCP)-an upper level atmospheric teleconnectionaffectingthe eastern Mediterranean-implications on the regional climate
    • Kutiel H., Maheras P., Turkes M., Paz S. North Sea-Caspian Pattern (NCP)-an upper level atmospheric teleconnectionaffectingthe eastern Mediterranean-implications on the regional climate. Theor. Appl. Climatol. 2002, 72:173-192.
    • (2002) Theor. Appl. Climatol. , vol.72 , pp. 173-192
    • Kutiel, H.1    Maheras, P.2    Turkes, M.3    Paz, S.4
  • 34
    • 74449090686 scopus 로고    scopus 로고
    • Temporal variation of reference evapotranspiration during 1961-2005 in the Taoer River Basin of Northest China
    • Liang L.Q., Li L.J., Liu Q. Temporal variation of reference evapotranspiration during 1961-2005 in the Taoer River Basin of Northest China. Agric. For. Meteorol. 2010, 150:298-306.
    • (2010) Agric. For. Meteorol. , vol.150 , pp. 298-306
    • Liang, L.Q.1    Li, L.J.2    Liu, Q.3
  • 35
    • 0017846358 scopus 로고
    • On a measure of lack of fit in time series models
    • Ljung G.M., Box G.E.P. On a measure of lack of fit in time series models. Biometrika 1978, 65:297-303.
    • (1978) Biometrika , vol.65 , pp. 297-303
    • Ljung, G.M.1    Box, G.E.P.2
  • 37
    • 0000570668 scopus 로고
    • Non-parametric test against trend
    • Mann H.B. Non-parametric test against trend. Econometrica 1945, 13:245-259.
    • (1945) Econometrica , vol.13 , pp. 245-259
    • Mann, H.B.1
  • 38
    • 34147207843 scopus 로고    scopus 로고
    • Rainfall trends in arid and semi-arid regions of Iran
    • Modarres R., da Silva R.V.P. Rainfall trends in arid and semi-arid regions of Iran. J. Arid Environ. 2007, 70:344-355.
    • (2007) J. Arid Environ. , vol.70 , pp. 344-355
    • Modarres, R.1    da Silva, R.V.P.2
  • 39
    • 0025620623 scopus 로고
    • Agrarian reform and land use policy in Turkey: implications for the Southeast Anatolia Project
    • Morvaridi B. Agrarian reform and land use policy in Turkey: implications for the Southeast Anatolia Project. Land Use Policy 1990, 7:303-313.
    • (1990) Land Use Policy , vol.7 , pp. 303-313
    • Morvaridi, B.1
  • 40
    • 78650460144 scopus 로고    scopus 로고
    • The Mann-Whitney U: a test for assessing whether two independent samples come from the same distribution
    • Nachar N. The Mann-Whitney U: a test for assessing whether two independent samples come from the same distribution. Quant. Methods Psychol. 2008, 4:13-20.
    • (2008) Quant. Methods Psychol. , vol.4 , pp. 13-20
    • Nachar, N.1
  • 41
    • 66849126187 scopus 로고    scopus 로고
    • Regionalization of climate change cimulations over the Eastern Mediterranean
    • Önol B., Semazzi F.H.M. Regionalization of climate change cimulations over the Eastern Mediterranean. J. Clim. 2009, 22:1944-1961.
    • (2009) J. Clim. , vol.22 , pp. 1944-1961
    • Önol, B.1    Semazzi, F.H.M.2
  • 42
    • 84882247715 scopus 로고    scopus 로고
    • Climate change impacts on snow water availability in the Euphrates-Tigris basin
    • Ozdogan M. Climate change impacts on snow water availability in the Euphrates-Tigris basin. Hydrol. Earth Syst. Sci. Discuss. 2011, 8:3631-3666.
    • (2011) Hydrol. Earth Syst. Sci. Discuss. , vol.8 , pp. 3631-3666
    • Ozdogan, M.1
  • 44
    • 33745068637 scopus 로고    scopus 로고
    • Trend analysis in Turkish precipitation data
    • Partal T., Kahya E. Trend analysis in Turkish precipitation data. Hydrol. Process. 2006, 20:2011-2026.
    • (2006) Hydrol. Process. , vol.20 , pp. 2011-2026
    • Partal, T.1    Kahya, E.2
  • 45
    • 84887182522 scopus 로고    scopus 로고
    • Seasonal and annual precipitation time series trend analysis in North Carolina
    • Sayemuzzaman M., Jha M.K. Seasonal and annual precipitation time series trend analysis in North Carolina. Atmos. Res. 2014, 137:183-194.
    • (2014) Atmos. Res. , vol.137 , pp. 183-194
    • Sayemuzzaman, M.1    Jha, M.K.2
  • 46
    • 84947348224 scopus 로고
    • Estimates of the regression coefficient based on Kendall's tau
    • Sen P.K. Estimates of the regression coefficient based on Kendall's tau. J. Am. Stat. Assoc. 1968, 63:1379-1389.
    • (1968) J. Am. Stat. Assoc. , vol.63 , pp. 1379-1389
    • Sen, P.K.1
  • 47
    • 84861621240 scopus 로고    scopus 로고
    • Projecting climate change, drought conditions and crop productivity in Turkey
    • Sen B., Topcu S., Turkes M., Sen B., Warner J.F. Projecting climate change, drought conditions and crop productivity in Turkey. Clim. Res. 2012, 52:175-191.
    • (2012) Clim. Res. , vol.52 , pp. 175-191
    • Sen, B.1    Topcu, S.2    Turkes, M.3    Sen, B.4    Warner, J.F.5
  • 51
    • 84861174418 scopus 로고    scopus 로고
    • Spatiotemporal trends and change point of precipitation in Iran
    • Some'e B.S., Ezani A., Tabari H. Spatiotemporal trends and change point of precipitation in Iran. Atmos. Res. 2012, 113:1-12.
    • (2012) Atmos. Res. , vol.113 , pp. 1-12
    • Some'e, B.S.1    Ezani, A.2    Tabari, H.3
  • 52
    • 78650307281 scopus 로고    scopus 로고
    • Temporal variability of precipitation over Iran: 1966-2005
    • Tabari H., Talaee P.H. Temporal variability of precipitation over Iran: 1966-2005. J. Hydrol. 2011, 396:313-320.
    • (2011) J. Hydrol. , vol.396 , pp. 313-320
    • Tabari, H.1    Talaee, P.H.2
  • 54
    • 79960558224 scopus 로고    scopus 로고
    • Impacts of climate variability on reference evapotranspiration over 58years in the Haihe river basin of north China
    • Tang B., Tong L., Kang S., Zhang L. Impacts of climate variability on reference evapotranspiration over 58years in the Haihe river basin of north China. Agric. Water Manag. 2011, 98:1660-1670.
    • (2011) Agric. Water Manag. , vol.98 , pp. 1660-1670
    • Tang, B.1    Tong, L.2    Kang, S.3    Zhang, L.4
  • 57
    • 84863616533 scopus 로고    scopus 로고
    • Spatio-temporal precipitation change assessments over Turkey
    • Toros H. Spatio-temporal precipitation change assessments over Turkey. Int. J. Climatol. 2012, 32:1310-1325.
    • (2012) Int. J. Climatol. , vol.32 , pp. 1310-1325
    • Toros, H.1
  • 58
    • 0030434591 scopus 로고    scopus 로고
    • Spatial and temporal analysis of annual rainfall variations in Turkey
    • Türkes M. Spatial and temporal analysis of annual rainfall variations in Turkey. Int. J. Climatol. 1996, 16:1057-1076.
    • (1996) Int. J. Climatol. , vol.16 , pp. 1057-1076
    • Türkes, M.1
  • 59
    • 0037199166 scopus 로고    scopus 로고
    • Re-evaluation of trends and changes in mean, maximum and minimum temperatures of Turkey for the period 1929-1999
    • Türkes M., Sümer U.M., Demir I. Re-evaluation of trends and changes in mean, maximum and minimum temperatures of Turkey for the period 1929-1999. Int. J. Climatol. 2002, 22:947-977.
    • (2002) Int. J. Climatol. , vol.22 , pp. 947-977
    • Türkes, M.1    Sümer, U.M.2    Demir, I.3
  • 60
    • 0347382667 scopus 로고    scopus 로고
    • Precipitation changes and variability inTurkey linked to the North Atlantic Oscillation during the period 1930-2000
    • Turkes M., Erlat E. Precipitation changes and variability inTurkey linked to the North Atlantic Oscillation during the period 1930-2000. Int. J. Climatol. 2003, 23:1771-1796.
    • (2003) Int. J. Climatol. , vol.23 , pp. 1771-1796
    • Turkes, M.1    Erlat, E.2
  • 61
    • 67649970624 scopus 로고    scopus 로고
    • Spatiotemporal variability of precipitation total series over Turkey
    • Türkes M., Koç T., Saris F. Spatiotemporal variability of precipitation total series over Turkey. Int. J. Climatol. 2009, 29:1056-1074.
    • (2009) Int. J. Climatol. , vol.29 , pp. 1056-1074
    • Türkes, M.1    Koç, T.2    Saris, F.3
  • 62
    • 84857778183 scopus 로고    scopus 로고
    • Temporal and spatial patterns of precipitation variability for annual, wet, and dry seasons in Turkey
    • Unal Y.S., Deniz A., Toros H., Incecik S. Temporal and spatial patterns of precipitation variability for annual, wet, and dry seasons in Turkey. Int. J. Climatol. 2012, 32:392-405.
    • (2012) Int. J. Climatol. , vol.32 , pp. 392-405
    • Unal, Y.S.1    Deniz, A.2    Toros, H.3    Incecik, S.4
  • 63
    • 0031444069 scopus 로고    scopus 로고
    • Southeastern Anatolia Project (GAP)
    • Unver I.H.O. Southeastern Anatolia Project (GAP). Water Resour. Dev. 1997, 13:453-483.
    • (1997) Water Resour. Dev. , vol.13 , pp. 453-483
    • Unver, I.H.O.1
  • 65
    • 38149030948 scopus 로고    scopus 로고
    • Trend analysis of streamflow drought events in Nebraska
    • Wu H., Soh L.K., Samal A., Chen X.H. Trend analysis of streamflow drought events in Nebraska. Water Resour. Manag. 2008, 22:145-164.
    • (2008) Water Resour. Manag. , vol.22 , pp. 145-164
    • Wu, H.1    Soh, L.K.2    Samal, A.3    Chen, X.H.4
  • 66
    • 79952008715 scopus 로고    scopus 로고
    • Water quality trend analysis in Lake Eymir
    • Yenilmez F., Keskin F., Aksoy A. Water quality trend analysis in Lake Eymir. J. Phys. Chem. 2011, 36:135-140.
    • (2011) J. Phys. Chem. , vol.36 , pp. 135-140
    • Yenilmez, F.1    Keskin, F.2    Aksoy, A.3
  • 67
    • 0036592319 scopus 로고    scopus 로고
    • Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test
    • Yue S., Wang C.Y. Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour. Res. 2002, 38:1068.
    • (2002) Water Resour. Res. , vol.38 , pp. 1068
    • Yue, S.1    Wang, C.Y.2
  • 68
    • 0041859630 scopus 로고    scopus 로고
    • Long term trends of annual and monthly precipitation in Japan
    • Yue S., Hashino M. Long term trends of annual and monthly precipitation in Japan. J. Am. Water Resour. Assoc. 2003, 39:587-596.
    • (2003) J. Am. Water Resour. Assoc. , vol.39 , pp. 587-596
    • Yue, S.1    Hashino, M.2
  • 69
    • 0037329307 scopus 로고    scopus 로고
    • Canadian streamflow trend detection: impact of serial and cross-correlation
    • Yue S., Pilon P. Canadian streamflow trend detection: impact of serial and cross-correlation. Hydrol. Sci. J. 2003, 48:51-63.
    • (2003) Hydrol. Sci. J. , vol.48 , pp. 51-63
    • Yue, S.1    Pilon, P.2
  • 70
    • 33746698286 scopus 로고    scopus 로고
    • Simulating agricultural drought periods based on daily rainfall and crop water consumption
    • Yurekli K., Kurunc A. Simulating agricultural drought periods based on daily rainfall and crop water consumption. J. Arid Environ. 2006, 67:629-640.
    • (2006) J. Arid Environ. , vol.67 , pp. 629-640
    • Yurekli, K.1    Kurunc, A.2
  • 72
    • 33747435523 scopus 로고    scopus 로고
    • Observed trends of annual maximum water level and streamflow during past 130years in the Yangtze River basin
    • Zhang Q., Liu C., Xu C.Y., Xu Y., Jiang T. Observed trends of annual maximum water level and streamflow during past 130years in the Yangtze River basin. J. Hydrol. 2006, 324:255-265.
    • (2006) J. Hydrol. , vol.324 , pp. 255-265
    • Zhang, Q.1    Liu, C.2    Xu, C.Y.3    Xu, Y.4    Jiang, T.5
  • 73
    • 77954535601 scopus 로고    scopus 로고
    • Spatial variation of climatology monthly crop reference evapotranspiration and sensitivity coefficients in Shiyang river basin of northwest China
    • Zhang X.T., Kang S.Z., Zhang L., Liu J.Q. Spatial variation of climatology monthly crop reference evapotranspiration and sensitivity coefficients in Shiyang river basin of northwest China. Agric. Water Manag. 2010, 97:1506-1516.
    • (2010) Agric. Water Manag. , vol.97 , pp. 1506-1516
    • Zhang, X.T.1    Kang, S.Z.2    Zhang, L.3    Liu, J.Q.4


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