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median from project\ ed future salt mass. The ...) /Dest (G8.770059) /Parent 3925 0 R /Prev 3927 0 R /Next 3928 0 R >> endobj 3930 0 obj << /Title (4.3.4 Simulated Policy) /Dest (G8.765905) /Parent 3921 0 R /Prev 3936 0 R /Next 3926 0 R /First 3937 0 R /Last 3938 0 R /Count -3 >> endobj 3931 0 obj << /Title (Figure 56: The upper graph shows the PDFs for historic flow from the mod\ ified CRSS. The lower gra...) /Dest (G8.766251) /Parent 3926 0 R /Next 3935 0 R >> endobj 3932 0 obj << /Title (Figure 60: The upper graph shows the number of times each modeling syste\ ms results exceeded a to...) /Dest (G8.770034) /Parent 3926 0 R /Prev 3933 0 R >> endobj 3933 0 obj << /Title (Figure 59: The upper graph shows the PDFs for historic salt concentratio\ n from the modified CRSS....) /Dest (G8.770022) /Parent 3926 0 R /Prev 3934 0 R /Next 3932 0 R >> endobj 3934 0 obj << /Title (Figure 58: Boxplots of the simulated historic salt mass from each of the\ 100 simulations. The mod...) /Dest (G8.766875) /Parent 3926 0 R /Prev 3935 0 R /Next 3933 0 R >> endobj 3935 0 obj << /Title (Figure 57: The upper graph shows the PDFs for historic salt mass from th\ e modified CRSS. The lowe...) /Dest (G8.770007) /Parent 3926 0 R /Prev 3931 0 R /Next 3934 0 R >> endobj 3936 0 obj << /Title (4.3.3 Simulation Model) /Dest (G8.763978) /Parent 3921 0 R /Prev 3940 0 R /Next 3930 0 R /First 3941 0 R /Last 3942 0 R /Count -6 >> endobj 3937 0 obj << /Title (Figure 53: The upper graph shows the number of times a theoretical salt \ mass target of 650,000 to...) /Dest (G8.769974) /Parent 3930 0 R /Next 3939 0 R >> endobj 3938 0 obj << /Title (Figure 55: This figure shows the number of times a theoretical salt conc\ entration standard over 3...) /Dest (G8.766191) /Parent 3930 0 R /Prev 3939 0 R >> endobj 3939 0 obj << /Title (Figure 54: The upper graph shows the number of times a theoretical salt \ mass target of 650,000 to...) /Dest (G8.769983) /Parent 3930 0 R /Prev 3937 0 R /Next 3938 0 R >> endobj 3940 0 obj << /Title (Figure 46: The upper graph shows the PDF for the modified CRSS synthetic\ natural salt concentrati...) /Dest (G8.769891) /Parent 3921 0 R /Prev 3923 0 R /Next 3936 0 R >> endobj 3941 0 obj << /Title (Figure 47: The PDF for observed historic flow, solid line, with boxplots\ of the simulated histori...) /Dest (G8.765636) /Parent 3936 0 R /Next 3946 0 R >> endobj 3942 0 obj << /Title (Figure 52: The upper graph shows the PDF for historic flow, while the lo\ wer graph shows the PDF f...) /Dest (G8.769958) /Parent 3936 0 R /Prev 3943 0 R >> endobj 3943 0 obj << /Title (Figure 51: The upper graph shows the PDF for historic flow, while the lo\ wer graph shows the PDF f...) /Dest (G8.769943) /Parent 3936 0 R /Prev 3944 0 R /Next 3942 0 R >> endobj 3944 0 obj << /Title (Figure 50: The regression relationship between total annual depletion as\ a function of the calcul...) /Dest (G8.766801) /Parent 3936 0 R /Prev 3945 0 R /Next 3943 0 R >> endobj 3945 0 obj << /Title (Figure 49: The upper graph shows the PDF for simulated historic salt con\ centration from 12 monthl...) /Dest (G8.769928) /Parent 3936 0 R /Prev 3946 0 R /Next 3944 0 R >> endobj 3946 0 obj << /Title (Figure 48: The upper graph shows the PDF for simulated historic salt mas\ s from 12 monthly regress...) /Dest (G8.769913) /Parent 3936 0 R /Prev 3941 0 R /Next 3945 0 R >> endobj 3947 0 obj << /Title (4.3.1 Modified Stochastic Natural Flow Model) /Dest (G8.767889) /Parent 3919 0 R /Prev 3950 0 R /Next 3922 0 R /First 3951 0 R /Last 3952 0 R /Count -2 >> endobj 3948 0 obj << /Title (Figure 43: The solid line shows the PDFs for the calculated natural salt\ from 1941 to 1995. The b...) /Dest (G8.769861) /Parent 3922 0 R /Next 3949 0 R >> endobj 3949 0 obj << /Title (Figure 44: The upper graph shows the PDF for the modified CRSS synthetic\ natural salt, while the ...) /Dest (G8.765578) /Parent 3922 0 R /Prev 3948 0 R >> endobj 3950 0 obj << /Title (4.3 Modified CRSS) /Dest (G8.765130) /Parent 3919 0 R /Prev 3953 0 R /Next 3947 0 R >> endobj 3951 0 obj << /Title (Figure 41: The solid line shows the PDFs for the calculated natural flow\ from 1941 to 1995. The b...) /Dest (G8.765174) /Parent 3947 0 R /Next 3952 0 R >> endobj 3952 0 obj << /Title (Figure 42: The upper graph shows the PDF for K-NN synthetic natural flow\ . The lower graph shows I...) /Dest (G8.769846) /Parent 3947 0 R /Prev 3951 0 R >> endobj 3953 0 obj << /Title (4.2.2 Stochastic Planning Runs) /Dest (G8.763863) /Parent 3919 0 R /Prev 3954 0 R /Next 3950 0 R /First 3955 0 R /Last 3955 0 R /Count -1 >> endobj 3954 0 obj << /Title (4.2.1 Historical Verification) /Dest (G8.767725) /Parent 3919 0 R /Prev 3956 0 R /Next 3953 0 R /First 3957 0 R /Last 3957 0 R /Count -1 >> endobj 3955 0 obj << /Title (Figure 40: Line diagram of the CRSS simulation model and data for stocha\ stic planning runs.) /Dest (G8.767410) /Parent 3953 0 R >> endobj 3956 0 obj << /Title (4.2 Existing CRSS) /Dest (G8.767089) /Parent 3919 0 R /Prev 3920 0 R /Next 3954 0 R >> endobj 3957 0 obj << /Title (Figure 39: Line diagram of the CRSS simulation model and data for histor\ ic verification.) /Dest (G8.765084) /Parent 3954 0 R >> endobj 3958 0 obj << /Title (Chapter 2) /Dest (G6.761982) /Parent 3840 0 R /Prev 3988 0 R /Next 3918 0 R /First 3989 0 R /Last 3989 0 R /Count -1 >> endobj 3959 0 obj << /Title (Statistical Nonparametric Model for Natural Salt Estimation) /Dest (G7.761982) /Parent 3918 0 R /First 3960 0 R /Last 3961 0 R /Count -7 >> endobj 3960 0 obj << /Title (3.1 Salinity Standards on the Colorado River) /Dest (G7.764027) /Parent 3959 0 R /Next 3986 0 R >> endobj 3961 0 obj << /Title (3.7 Discussion and Conclusions) /Dest (G7.763333) /Parent 3959 0 R /Prev 3962 0 R >> endobj 3962 0 obj << /Title (3.6 Results) /Dest (G7.763337) /Parent 3959 0 R /Prev 3963 0 R /Next 3961 0 R /First 3964 0 R /Last 3965 0 R /Count -4 >> endobj 3963 0 obj << /Title (3.5 Model Evaluation) /Dest (G7.767390) /Parent 3959 0 R /Prev 3968 0 R /Next 3962 0 R /First 3969 0 R /Last 3970 0 R /Count -2 >> endobj 3964 0 obj << /Title (Figure 35: This figure shows the relationship for natural salt dependent\ on natural flow for wate...) /Dest (G7.765429) /Parent 3962 0 R /Next 3967 0 R >> endobj 3965 0 obj << /Title (Figure 38: The upper graph shows the annual natural salt mass time serie\ s from the modified K-NN ...) /Dest (G7.763400) /Parent 3962 0 R /Prev 3966 0 R >> endobj 3966 0 obj << /Title (Figure 37: The upper graph compares the time series for natural salt gen\ erated from the USGS rela...) /Dest (G7.765445) /Parent 3962 0 R /Prev 3967 0 R /Next 3965 0 R >> endobj 3967 0 obj << /Title (Figure 36: The open squares show the annual natural salt mass, summed fr\ om monthly natural salt, ...) /Dest (G7.765416) /Parent 3962 0 R /Prev 3964 0 R /Next 3966 0 R >> endobj 3968 0 obj << /Title (3.4 Statistical Nonparametric Natural Salt Model) /Dest (G7.763328) /Parent 3959 0 R /Prev 3971 0 R /Next 3963 0 R /First 3972 0 R /Last 3973 0 R /Count -2 >> endobj 3969 0 obj << /Title (3.5.1 Test Ensembles) /Dest (G7.767388) /Parent 3963 0 R /Next 3970 0 R >> endobj 3970 0 obj << /Title (3.5.2 Model Evaluation Criteria) /Dest (G7.765332) /Parent 3963 0 R /Prev 3969 0 R >> endobj 3971 0 obj << /Title (3.3 Previous Modeling Efforts) /Dest (G7.763783) /Parent 3959 0 R /Prev 3986 0 R /Next 3968 0 R /First 3987 0 R /Last 3987 0 R /Count -1 >> endobj 3972 0 obj << /Title (3.4.1 Local Regression \(Nonparametric Regression\)) /Dest (G7.765126) /Parent 3968 0 R /Next 3973 0 R /First 3975 0 R /Last 3976 0 R /Count -9 >> endobj 3973 0 obj << /Title (3.4.2 Residual resampling) /Dest (G7.763816) /Parent 3968 0 R /Prev 3972 0 R /First 3974 0 R /Last 3974 0 R /Count -1 >> endobj 3974 0 obj << /Title (Figure 34: This figure shows nonparametric regression for natural salt d\ ependent on natural flow....) /Dest (G7.766189) /Parent 3973 0 R >> endobj 3975 0 obj << /Title (Eq. 3.7) /Dest (G7.765741) /Parent 3972 0 R /Next 3985 0 R >> endobj 3976 0 obj << /Title (Eq. 3.10) /Dest (G7.763715) /Parent 3972 0 R /Prev 3977 0 R /First 3978 0 R /Last 3978 0 R /Count -1 >> endobj 3977 0 obj << /Title (Eq. 3.9) /Dest (G7.765864) /Parent 3972 0 R /Prev 3979 0 R /Next 3976 0 R >> endobj 3978 0 obj << /Title (Figure 33: This figure shows nonparametric regression for natural salt d\ ependent on natural flow....) /Dest (G7.765146) /Parent 3976 0 R >> endobj 3979 0 obj << /Title (\(v\) This is repeated at all points where we need the estimate.) /Dest (G7.765837) /Parent 3972 0 R /Prev 3980 0 R /Next 3977 0 R /First 3981 0 R /Last 3981 0 R /Count -1 >> endobj 3980 0 obj << /Title (\(iv\) The fitted regression is used to estimate at .) /Dest (G7.765829) /Parent 3972 0 R /Prev 3982 0 R /Next 3979 0 R >> endobj 3981 0 obj << /Title (Figure 32: This figure shows several data fitting techniques for data ge\ nerated by sine function ...) /Dest (G7.766256) /Parent 3979 0 R >> endobj 3982 0 obj << /Title (\(iii\) For the neighbors captured in the neighborhood \(shown in the da\ shed rectangles\) a regressio...) /Dest (G7.765825) /Parent 3972 0 R /Prev 3983 0 R /Next 3980 0 R >> endobj 3983 0 obj << /Title (\(ii\) A neighborhood is defined around . The size of the neighborhood i\ s , where is a parameter be...) /Dest (G7.765806) /Parent 3972 0 R /Prev 3984 0 R /Next 3982 0 R >> endobj 3984 0 obj << /Title (\(i\) Let us assume that we want to estimate the function at .) /Dest (G7.765798) /Parent 3972 0 R /Prev 3985 0 R /Next 3983 0 R >> endobj 3985 0 obj << /Title (Eq. 3.8) /Dest (G7.763668) /Parent 3972 0 R /Prev 3975 0 R /Next 3984 0 R >> endobj 3986 0 obj << /Title (3.2 Salinity Sources and Remediation) /Dest (G7.764028) /Parent 3959 0 R /Prev 3960 0 R /Next 3971 0 R >> endobj 3987 0 obj << /Title (Figure 31: Flowchart depicting interconnection of existing CRSS modeling\ system.) /Dest (G7.766083) /Parent 3971 0 R >> endobj 3988 0 obj << /Title (Chapter 1) /Dest (G5.754337) /Parent 3840 0 R /Prev 4032 0 R /Next 3958 0 R /First 4033 0 R /Last 4033 0 R /Count -1 >> endobj 3989 0 obj << /Title (Modified Nonparametric K-NN Model for Generating Stochastic Natural Stre\ amflow) /Dest (G6.767164) /Parent 3958 0 R /First 3990 0 R /Last 3991 0 R /Count -10 >> endobj 3990 0 obj << /Title (2.1 Introduction) /Dest (G6.764680) /Parent 3989 0 R /Next 4030 0 R >> endobj 3991 0 obj << /Title (2.10 Discussion and Conclusions) /Dest (G6.765339) /Parent 3989 0 R /Prev 3992 0 R >> endobj 3992 0 obj << /Title (2.9 Climate Link) /Dest (G6.763324) /Parent 3989 0 R /Prev 3993 0 R /Next 3991 0 R /First 3994 0 R /Last 3995 0 R /Count -2 >> endobj 3993 0 obj << /Title (2.8 Results) /Dest (G6.767690) /Parent 3989 0 R /Prev 3996 0 R /Next 3992 0 R /First 3997 0 R /Last 3998 0 R /Count -19 >> endobj 3994 0 obj << /Title (Figure 29: Both plots are anomaly composites for the geopotential height\ at 500 mb.The upper plot...) /Dest (G6.766870) /Parent 3992 0 R /Next 3995 0 R >> endobj 3995 0 obj << /Title (Figure 30: This figure shows an anomaly composite for high-minus-low-flo\ w years at the geopotenti...) /Dest (G6.766884) /Parent 3992 0 R /Prev 3994 0 R >> endobj 3996 0 obj << /Title (2.7 Model Evaluation) /Dest (G6.765897) /Parent 3989 0 R /Prev 4016 0 R /Next 3993 0 R /First 4017 0 R /Last 4018 0 R /Count -2 >> endobj 3997 0 obj << /Title (Figure 10: The ISM technique generates an ensemble of simulations. The e\ nsemble of simulations ar...) /Dest (G6.768564) /Parent 3993 0 R /Next 4015 0 R >> endobj 3998 0 obj << /Title (Figure 28: This figure shows boxplots of storage, surplus, and drought s\ tatistics for the nonpara...) /Dest (G6.766378) /Parent 3993 0 R /Prev 3999 0 R >> endobj 3999 0 obj << /Title (Figure 27: This figure shows boxplots of storage, surplus, and drought s\ tatistics for the paramet...) /Dest (G6.766361) /Parent 3993 0 R /Prev 4000 0 R /Next 3998 0 R >> endobj 4000 0 obj << /Title (Figure 26: This figure shows boxplots of storage, surplus, and drought s\ tatistics for the nonpara...) /Dest (G6.763715) /Parent 3993 0 R /Prev 4001 0 R /Next 3999 0 R >> endobj 4001 0 obj << /Title (Figure 25: Bivariate probability density function for May/June estimated\ using an S-plus library ...) /Dest (G6.764017) /Parent 3993 0 R /Prev 4002 0 R /Next 4000 0 R >> endobj 4002 0 obj << /Title (Figure 24: The upper graph shows the PDFs for K-NN for September, which \ is skewed to the lower fl...) /Dest (G6.768775) /Parent 3993 0 R /Prev 4003 0 R /Next 4001 0 R >> endobj 4003 0 obj << /Title (Figure 23: The upper graph shows the PDFs for PAR for September, which i\ s skewed to the lower flo...) /Dest (G6.768760) /Parent 3993 0 R /Prev 4004 0 R /Next 4002 0 R >> endobj 4004 0 obj << /Title (Figure 22: The upper graph shows the PDFs for ISM for September, which i\ s skewed to the lower flo...) /Dest (G6.766290) /Parent 3993 0 R /Prev 4005 0 R /Next 4003 0 R >> endobj 4005 0 obj << /Title (Figure 21: The upper graph shows the PDFs for K-NN for January, which ap\ proximates a Gaussian dis...) /Dest (G6.768734) /Parent 3993 0 R /Prev 4006 0 R /Next 4004 0 R >> endobj 4006 0 obj << /Title (Figure 20: The upper graph shows the PDFs for PAR\(1\)for January, which\ approximates a Gaussian di...) /Dest (G6.768698) /Parent 3993 0 R /Prev 4007 0 R /Next 4005 0 R >> endobj 4007 0 obj << /Title (Figure 19: The upper graph shows the PDFs for ISM for January, which app\ roximates a Gaussian dist...) /Dest (G6.768677) /Parent 3993 0 R /Prev 4008 0 R /Next 4006 0 R >> endobj 4008 0 obj << /Title (Figure 18: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) maximum v...) /Dest (G6.768658) /Parent 3993 0 R /Prev 4009 0 R /Next 4007 0 R >> endobj 4009 0 obj << /Title (Figure 17: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) maximum v...) /Dest (G6.768646) /Parent 3993 0 R /Prev 4010 0 R /Next 4008 0 R >> endobj 4010 0 obj << /Title (Figure 16: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) maximum v...) /Dest (G6.768629) /Parent 3993 0 R /Prev 4011 0 R /Next 4009 0 R >> endobj 4011 0 obj << /Title (Figure 15: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) correlati...) /Dest (G6.768617) /Parent 3993 0 R /Prev 4012 0 R /Next 4010 0 R >> endobj 4012 0 obj << /Title (Figure 14: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) correlati...) /Dest (G6.768605) /Parent 3993 0 R /Prev 4013 0 R /Next 4011 0 R >> endobj 4013 0 obj << /Title (Figure 13: The upper graph shows boxplots \(see Figure10 for explanatio\ n\) of the lag\(1\) correlati...) /Dest (G6.768173) /Parent 3993 0 R /Prev 4014 0 R /Next 4012 0 R >> endobj 4014 0 obj << /Title (Figure 12: The modified KNN technique generates an ensemble of simulatio\ ns. The ensemble of simul...) /Dest (G6.768585) /Parent 3993 0 R /Prev 4015 0 R /Next 4013 0 R >> endobj 4015 0 obj << /Title (Figure 11: The PAR technique generates an ensemble of simulations. The e\ nsemble of simulations ar...) /Dest (G6.768573) /Parent 3993 0 R /Prev 3997 0 R /Next 4014 0 R >> endobj 4016 0 obj << /Title (2.6 Modified K Nearest Neighbor Method) /Dest (G6.765143) /Parent 3989 0 R /Prev 4020 0 R /Next 3996 0 R /First 4021 0 R /Last 4022 0 R /Count -2 >> endobj 4017 0 obj << /Title (2.7.1 Test Ensembles) /Dest (G6.763322) /Parent 3996 0 R /Next 4018 0 R /First 4019 0 R /Last 4019 0 R /Count -1 >> endobj 4018 0 obj << /Title (2.7.2 Model Evaluation Criteria) /Dest (G6.763323) /Parent 3996 0 R /Prev 4017 0 R >> endobj 4019 0 obj << /Title (Figure 9: \(a\) A time series of annual water year natural flow and \(b\)\ monthly natural flow from w...) /Dest (G6.764082) /Parent 4017 0 R >> endobj 4020 0 obj << /Title (2.5 Traditional K Nearest Neighbor Method) /Dest (G6.763329) /Parent 3989 0 R /Prev 4024 0 R /Next 4016 0 R /First 4025 0 R /Last 4025 0 R /Count -1 >> endobj 4021 0 obj << /Title (Eq. 2.5) /Dest (G6.765802) /Parent 4016 0 R /Next 4022 0 R >> endobj 4022 0 obj << /Title (. Eq. 2.6) /Dest (G6.767611) /Parent 4016 0 R /Prev 4021 0 R /First 4023 0 R /Last 4023 0 R /Count -1 >> endobj 4023 0 obj << /Title (Figure 8: Nonlinear local regression fit to March natural flows dependen\ t on February natural flo...) /Dest (G6.763604) /Parent 4022 0 R >> endobj 4024 0 obj << /Title (2.4 Periodic Auto Regressive Method) /Dest (G6.763328) /Parent 3989 0 R /Prev 4026 0 R /Next 4020 0 R /First 4027 0 R /Last 4028 0 R /Count -3 >> endobj 4025 0 obj << /Title (Eq. 2.4) /Dest (G6.767245) /Parent 4020 0 R >> endobj 4026 0 obj << /Title (2.3 Index Sequential Method) /Dest (G6.763327) /Parent 3989 0 R /Prev 4030 0 R /Next 4024 0 R /First 4031 0 R /Last 4031 0 R /Count -1 >> endobj 4027 0 obj << /Title (Eq. 2.1) /Dest (G6.766572) /Parent 4024 0 R /Next 4029 0 R >> endobj 4028 0 obj << /Title (Eq. 2.3) /Dest (G6.765723) /Parent 4024 0 R /Prev 4029 0 R >> endobj 4029 0 obj << /Title (Eq. 2.2) /Dest (G6.765653) /Parent 4024 0 R /Prev 4027 0 R /Next 4028 0 R >> endobj 4030 0 obj << /Title (2.2 Background) /Dest (G6.767272) /Parent 3989 0 R /Prev 3990 0 R /Next 4026 0 R >> endobj 4031 0 obj << /Title (Figure 7: Schematic of the ISM \(adapted from Ouarda et al., 1997\). The\ synthetic hydrologies, eac...) /Dest (G6.763416) /Parent 4026 0 R >> endobj 4032 0 obj << /Title (Figures) /Dest (G4.326713) /Parent 3840 0 R /Prev 4073 0 R /Next 3988 0 R /First 4074 0 R /Last 4075 0 R /Count -63 >> endobj 4033 0 obj << /Title (Problem Definition) /Dest (G5.761982) /Parent 3988 0 R /First 4034 0 R /Last 4035 0 R /Count -5 >> endobj 4034 0 obj << /Title (1.1 Introduction) /Dest (G5.763301) /Parent 4033 0 R /Next 4055 0 R /First 4068 0 R /Last 4069 0 R /Count -4 >> endobj 4035 0 obj << /Title (1.5 Summary) /Dest (G5.763869) /Parent 4033 0 R /Prev 4036 0 R >> endobj 4036 0 obj << /Title (1.4 Research Tasks Performed) /Dest (G5.763495) /Parent 4033 0 R /Prev 4037 0 R /Next 4035 0 R /First 4038 0 R /Last 4039 0 R /Count -3 >> endobj 4037 0 obj << /Title (1.3 Background For the Colorado River Basin and Salinity Modeling) /Dest (G5.763433) /Parent 4033 0 R /Prev 4055 0 R /Next 4036 0 R /First 4056 0 R /Last 4057 0 R /Count -4 >> endobj 4038 0 obj << /Title (1.4.1 Research Issues) /Dest (G5.763497) /Parent 4036 0 R /Next 4040 0 R /First 4047 0 R /Last 4048 0 R /Count -6 >> endobj 4039 0 obj << /Title (1.4.3 Case Study - 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Sources Contribution to Total Salinity \(U.S. Department of Interior,\ 2001\).) /Dest (G4.340688) /Parent 4032 0 R /Next 4136 0 R >> endobj 4075 0 obj << /Title (63. The upper graph shows the number of times the modified and existing \ CRSS results exceeded a t...) /Dest (G4.340812) /Parent 4032 0 R /Prev 4076 0 R >> endobj 4076 0 obj << /Title (62. The upper graph shows the boxplots of the median from projected futu\ re salt mass. The modifie...) /Dest (G4.340810) /Parent 4032 0 R /Prev 4077 0 R /Next 4075 0 R >> endobj 4077 0 obj << /Title (61. The upper graph shows the PDF created from the median of boxplots of\ probability at a given p...) /Dest (G4.340808) /Parent 4032 0 R /Prev 4078 0 R /Next 4076 0 R >> endobj 4078 0 obj << /Title (60. The upper graph shows the number of times each modeling systems res\ ults exceeded a tons stan...) /Dest (G4.340806) /Parent 4032 0 R /Prev 4079 0 R /Next 4077 0 R >> endobj 4079 0 obj << /Title (59. The upper graph shows the PDFs for historic salt concentration from \ the modified CRSS. The lo...) /Dest (G4.340804) /Parent 4032 0 R /Prev 4080 0 R /Next 4078 0 R >> endobj 4080 0 obj << /Title (58. Boxplots of the simulated historic salt mass from each of the 100 si\ mulations. The modified C...) /Dest (G4.340802) /Parent 4032 0 R /Prev 4081 0 R /Next 4079 0 R >> endobj 4081 0 obj << /Title (57. The upper graph shows the PDFs for historic salt mass from the modif\ ied CRSS. The lower graph...) /Dest (G4.340800) /Parent 4032 0 R /Prev 4082 0 R /Next 4080 0 R >> endobj 4082 0 obj << /Title (56. The upper graph shows the PDFs for historic flow from the modified C\ RSS. The lower graph show...) /Dest (G4.340798) /Parent 4032 0 R /Prev 4083 0 R /Next 4081 0 R >> endobj 4083 0 obj << /Title (55. This figure shows the number of times a theoretical salt concentrati\ on standard over 350 mg/L...) /Dest (G4.340796) /Parent 4032 0 R /Prev 4084 0 R /Next 4082 0 R >> endobj 4084 0 obj << /Title (54. The upper graph shows the number of times a theoretical salt mass ta\ rget of 650,000 tons was ...) /Dest (G4.340794) /Parent 4032 0 R /Prev 4085 0 R /Next 4083 0 R >> endobj 4085 0 obj << /Title (53. The upper graph shows the number of times a theoretical salt mass ta\ rget of 650,000 tons was ...) /Dest (G4.340792) /Parent 4032 0 R /Prev 4086 0 R /Next 4084 0 R >> endobj 4086 0 obj << /Title (52. The upper graph shows the PDF for historic flow, while the lower gra\ ph shows the PDF for the ...) /Dest (G4.340790) /Parent 4032 0 R /Prev 4087 0 R /Next 4085 0 R >> endobj 4087 0 obj << /Title (51. The upper graph shows the PDF for historic flow, while the lower gra\ ph shows the PDF for the ...) /Dest (G4.340788) /Parent 4032 0 R /Prev 4088 0 R /Next 4086 0 R >> endobj 4088 0 obj << /Title (50. The regression relationship between total annual depletion as a func\ tion of the calculated na...) /Dest (G4.340786) /Parent 4032 0 R /Prev 4089 0 R /Next 4087 0 R >> endobj 4089 0 obj << /Title (49. The upper graph shows the PDF for simulated historic salt concentrat\ ion from 12 monthly regre...) /Dest (G4.340784) /Parent 4032 0 R /Prev 4090 0 R /Next 4088 0 R >> endobj 4090 0 obj << /Title (48. The upper graph shows the PDF for simulated historic salt mass from \ 12 monthly regressions to...) /Dest (G4.340782) /Parent 4032 0 R /Prev 4091 0 R /Next 4089 0 R >> endobj 4091 0 obj << /Title (47. The PDF for observed historic flow, solid line, with boxplots of the\ simulated historic flow ...) /Dest (G4.340780) /Parent 4032 0 R /Prev 4092 0 R /Next 4090 0 R >> endobj 4092 0 obj << /Title (46. The upper graph shows the PDF for the modified CRSS synthetic natura\ l salt concentration. The...) /Dest (G4.340778) /Parent 4032 0 R /Prev 4093 0 R /Next 4091 0 R >> endobj 4093 0 obj << /Title (45. The upper graph shows the PDF for synthetic natural salt concentrati\ on from 12 monthly regres...) /Dest (G4.340776) /Parent 4032 0 R /Prev 4094 0 R /Next 4092 0 R >> endobj 4094 0 obj << /Title (44. The upper graph shows the PDF for the modified CRSS synthetic natura\ l salt, while the lower g...) /Dest (G4.340774) /Parent 4032 0 R /Prev 4095 0 R /Next 4093 0 R >> endobj 4095 0 obj << /Title (43. The solid line shows the PDFs for the calculated natural salt from 1\ 941 to 1995. The boxplots...) /Dest (G4.340772) /Parent 4032 0 R /Prev 4096 0 R /Next 4094 0 R >> endobj 4096 0 obj << /Title (42. The upper graph shows the PDF for K-NN synthetic natural flow. The l\ ower graph shows ISM synt...) /Dest (G4.340770) /Parent 4032 0 R /Prev 4097 0 R /Next 4095 0 R >> endobj 4097 0 obj << /Title (41. The solid line shows the PDFs for the calculated natural flow from 1\ 941 to 1995. The boxplots...) /Dest (G4.340768) /Parent 4032 0 R /Prev 4098 0 R /Next 4096 0 R >> endobj 4098 0 obj << /Title (40. Line diagram of the CRSS simulation model and data for stochastic pl\ anning runs.) /Dest (G4.340766) /Parent 4032 0 R /Prev 4099 0 R /Next 4097 0 R >> endobj 4099 0 obj << /Title (39. Line diagram of the CRSS simulation model and data for historic veri\ fication.) /Dest (G4.340764) /Parent 4032 0 R /Prev 4100 0 R /Next 4098 0 R >> endobj 4100 0 obj << /Title (38. The upper graph shows the annual natural salt mass time series from \ the modified K-NN method ...) /Dest (G4.340762) /Parent 4032 0 R /Prev 4101 0 R /Next 4099 0 R >> endobj 4101 0 obj << /Title (37. The upper graph compares the time series for natural salt generated \ from the USGS relationshi...) /Dest (G4.340760) /Parent 4032 0 R /Prev 4102 0 R /Next 4100 0 R >> endobj 4102 0 obj << /Title (36. The open squares show the annual natural salt mass, summed from mont\ hly natural salt, for the...) /Dest (G4.340758) /Parent 4032 0 R /Prev 4103 0 R /Next 4101 0 R >> endobj 4103 0 obj << /Title (35. This figure shows the relationship for natural salt dependent on nat\ ural flow for water years...) /Dest (G4.340756) /Parent 4032 0 R /Prev 4104 0 R /Next 4102 0 R >> endobj 4104 0 obj << /Title (34. This figure shows nonparametric regression for natural salt dependen\ t on natural flow. Alpha ...) /Dest (G4.340754) /Parent 4032 0 R /Prev 4105 0 R /Next 4103 0 R >> endobj 4105 0 obj << /Title (33. This figure shows nonparametric regression for natural salt dependen\ t on natural flow. Alpha ...) /Dest (G4.340752) /Parent 4032 0 R /Prev 4106 0 R /Next 4104 0 R >> endobj 4106 0 obj << /Title (32. This figure shows several data fitting techniques for data generated\ by sine function with no...) /Dest (G4.340750) /Parent 4032 0 R /Prev 4107 0 R /Next 4105 0 R >> endobj 4107 0 obj << /Title (31. Flowchart depicting interconnection of existing CRSS modeling system\ .) /Dest (G4.340748) /Parent 4032 0 R /Prev 4108 0 R /Next 4106 0 R >> endobj 4108 0 obj << /Title (30. This figure shows an anomaly composite for high-minus-low-flow years\ at the geopotential heig...) /Dest (G4.340746) /Parent 4032 0 R /Prev 4109 0 R /Next 4107 0 R >> endobj 4109 0 obj << /Title (29. Both plots are anomaly composites for the geopotential height at 500\ mb.The upper plot displa...) /Dest (G4.340744) /Parent 4032 0 R /Prev 4110 0 R /Next 4108 0 R >> endobj 4110 0 obj << /Title (28. This figure shows boxplots of storage, surplus, and drought statisti\ cs for the nonparametric ...) /Dest (G4.340742) /Parent 4032 0 R /Prev 4111 0 R /Next 4109 0 R >> endobj 4111 0 obj << /Title (27. This figure shows boxplots of storage, surplus, and drought statisti\ cs for the parametric PAR...) /Dest (G4.340740) /Parent 4032 0 R /Prev 4112 0 R /Next 4110 0 R >> endobj 4112 0 obj << /Title (26. This figure shows boxplots of storage, surplus, and drought statisti\ cs for the nonparametric ...) /Dest (G4.340738) /Parent 4032 0 R /Prev 4113 0 R /Next 4111 0 R >> endobj 4113 0 obj << /Title (25. Bivariate probability density function for May/June estimated using \ an S- plus library from \(...) /Dest (G4.340736) /Parent 4032 0 R /Prev 4114 0 R /Next 4112 0 R >> endobj 4114 0 obj << /Title (24. The upper graph shows the PDFs for K-NN for September, which is skew\ ed to the lower flows wit...) /Dest (G4.340734) /Parent 4032 0 R /Prev 4115 0 R /Next 4113 0 R >> endobj 4115 0 obj << /Title (23. The upper graph shows the PDFs for PAR for September, which is skewe\ d to the lower flows with...) /Dest (G4.340732) /Parent 4032 0 R /Prev 4116 0 R /Next 4114 0 R >> endobj 4116 0 obj << /Title (22. The upper graph shows the PDFs for ISM for September, which is skewe\ d to the lower flows with...) /Dest (G4.340730) /Parent 4032 0 R /Prev 4117 0 R /Next 4115 0 R >> endobj 4117 0 obj << /Title (21. The upper graph shows the PDFs for K-NN for January, which approxima\ tes a Gaussian distributi...) /Dest (G4.340728) /Parent 4032 0 R /Prev 4118 0 R /Next 4116 0 R >> endobj 4118 0 obj << /Title (20. The upper graph shows the PDFs for PAR\(1\)for January, which approx\ imates a Gaussian distribut...) /Dest (G4.340726) /Parent 4032 0 R /Prev 4119 0 R /Next 4117 0 R >> endobj 4119 0 obj << /Title (19. The upper graph shows the PDFs for ISM for January, which approximat\ es a Gaussian distributio...) /Dest (G4.340724) /Parent 4032 0 R /Prev 4120 0 R /Next 4118 0 R >> endobj 4120 0 obj << /Title (18. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) maximum value of...) /Dest (G4.340722) /Parent 4032 0 R /Prev 4121 0 R /Next 4119 0 R >> endobj 4121 0 obj << /Title (17. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) maximum value of...) /Dest (G4.340720) /Parent 4032 0 R /Prev 4122 0 R /Next 4120 0 R >> endobj 4122 0 obj << /Title (16. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) maximum value of...) /Dest (G4.340718) /Parent 4032 0 R /Prev 4123 0 R /Next 4121 0 R >> endobj 4123 0 obj << /Title (15. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) correlation of t...) /Dest (G4.340716) /Parent 4032 0 R /Prev 4124 0 R /Next 4122 0 R >> endobj 4124 0 obj << /Title (14. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) correlation of t...) /Dest (G4.340714) /Parent 4032 0 R /Prev 4125 0 R /Next 4123 0 R >> endobj 4125 0 obj << /Title (13. The upper graph shows boxplots \(see Figure10 for explanation\) of \ the lag\(1\) correlation of t...) /Dest (G4.340712) /Parent 4032 0 R /Prev 4126 0 R /Next 4124 0 R >> endobj 4126 0 obj << /Title (12. The modified KNN technique generates an ensemble of simulations. The\ ensemble of simulations ...) /Dest (G4.340710) /Parent 4032 0 R /Prev 4127 0 R /Next 4125 0 R >> endobj 4127 0 obj << /Title (11. The PAR technique generates an ensemble of simulations. The ensemble\ of simulations are compa...) /Dest (G4.340708) /Parent 4032 0 R /Prev 4128 0 R /Next 4126 0 R >> endobj 4128 0 obj << /Title (10. The ISM technique generates an ensemble of simulations. The ensemble\ of simulations are compa...) /Dest (G4.340706) /Parent 4032 0 R /Prev 4129 0 R /Next 4127 0 R >> endobj 4129 0 obj << /Title (9. \(a\) A time series of annual water year natural flow and \(b\) month\ ly natural flow from water ye...) /Dest (G4.340704) /Parent 4032 0 R /Prev 4130 0 R /Next 4128 0 R >> endobj 4130 0 obj << /Title (8. Nonlinear local regression fit to March natural flows dependent on Fe\ bruary natural flows is d...) /Dest (G4.340702) /Parent 4032 0 R /Prev 4131 0 R /Next 4129 0 R >> endobj 4131 0 obj << /Title (7. Schematic of the ISM \(adapted from Ouarda et al., 1997\). The synthe\ tic hydrologies, each 25 ye...) /Dest (G4.340700) /Parent 4032 0 R /Prev 4132 0 R /Next 4130 0 R >> endobj 4132 0 obj << /Title (6. Flowchart depicting interconnection of modeling system.) /Dest (G4.340698) /Parent 4032 0 R /Prev 4133 0 R /Next 4131 0 R >> endobj 4133 0 obj << /Title (5. Detailed outline of the case study drainage area and stream gauge.) /Dest (G4.340696) /Parent 4032 0 R /Prev 4134 0 R /Next 4132 0 R >> endobj 4134 0 obj << /Title (4. Illustration of Index Sequential Modeling adapted from Ouarda et al.,\ 1997.) /Dest (G4.340694) /Parent 4032 0 R /Prev 4135 0 R /Next 4133 0 R >> endobj 4135 0 obj << /Title (3. Locations of Title II Salinity Reduction Projects and Studies \(U.S. \ Department of Interior, 20...) /Dest (G4.340692) /Parent 4032 0 R /Prev 4136 0 R /Next 4134 0 R >> endobj 4136 0 obj << /Title (2. 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