메뉴 건너뛰기




Volumn 20, Issue 7, 2015, Pages

Computational procedure for evaluating sampling techniques on watershed model calibration

Author keywords

Behavior definition; Model evaluation; Optimization; Tree structured density estimation (TSDE)

Indexed keywords

OPTIMIZATION; WATERSHEDS;

EID: 84931034290     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)HE.1943-5584.0001095     Document Type: Article
Times cited : (31)

References (61)
  • 1
    • 33847624519 scopus 로고    scopus 로고
    • An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction.
    • Ajami, N. K., Duan, Q., and Sorooshian, S. (2007). "An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction." Water Resour. Res., 43, 1-19.
    • (2007) Water Resour. Res. , vol.43 , pp. 1-19
    • Ajami, N.K.1    Duan, Q.2    Sorooshian, S.3
  • 2
    • 1542551275 scopus 로고    scopus 로고
    • Developing a concept of adaptive community learning: Case study of a rapidly urbanizing watershed.
    • Beck, M. B., et al. (2002). "Developing a concept of adaptive community learning: Case study of a rapidly urbanizing watershed." Integr. Assess., 3(4), 299-307.
    • (2002) Integr. Assess. , vol.3 , Issue.4 , pp. 299-307
    • Beck, M.B.1
  • 3
    • 59649097020 scopus 로고    scopus 로고
    • Comment on 'Dynamically dimensioned search algorithm for computationally efficient watershed model calibration' by Bryan A. Tolson and Christine A. Shoemaker.
    • Behrangi, A., Khakbaz, B., Vrugt, J. A., Duan, Q., and Sorooshian, S. (2008). "Comment on 'Dynamically dimensioned search algorithm for computationally efficient watershed model calibration' by Bryan A. Tolson and Christine A. Shoemaker." Water Resour. Res., 44, W12603.
    • (2008) Water Resour. Res. , vol.44 , pp. W12603
    • Behrangi, A.1    Khakbaz, B.2    Vrugt, J.A.3    Duan, Q.4    Sorooshian, S.5
  • 4
    • 0027009437 scopus 로고
    • The future of distributed models: Model calibration and uncertainty prediction.
    • Beven, K., and Binley, A. (1992). "The future of distributed models: Model calibration and uncertainty prediction." Hydrol. Processes, 6(3), 279-298.
    • (1992) Hydrol. Processes , vol.6 , Issue.3 , pp. 279-298
    • Beven, K.1    Binley, A.2
  • 5
    • 43449131518 scopus 로고    scopus 로고
    • So just why would a modeller choose to be incoherent.
    • Beven, K., Smith, P. J., and Freer, J. (2008). "So just why would a modeller choose to be incoherent." J. Hydrol., 354(1), 15-32.
    • (2008) J. Hydrol. , vol.354 , Issue.1 , pp. 15-32
    • Beven, K.1    Smith, P.J.2    Freer, J.3
  • 6
    • 79957529915 scopus 로고    scopus 로고
    • Limitations of instantaneous water quality sampling in surface-water catchments: Comparison with near-continuous phosphorus time-series data.
    • Cassidy, R., and Jordan, P. (2011). "Limitations of instantaneous water quality sampling in surface-water catchments: Comparison with near-continuous phosphorus time-series data." J. Hydrol., 405(1-2), 182-193.
    • (2011) J. Hydrol. , vol.405 , Issue.1-2 , pp. 182-193
    • Cassidy, R.1    Jordan, P.2
  • 7
    • 79954475215 scopus 로고    scopus 로고
    • Field-level targeting using SWAT: Mapping output from HRUs to fields and assessing limitations of GIS input data.
    • Daggupati, P., Douglas-Mankin, K. R., Sheshukov, A. Y., Barnes, P. L., and Devlin, D. L. (2011). "Field-level targeting using SWAT: Mapping output from HRUs to fields and assessing limitations of GIS input data." Trans. ASABE, 54(2), 501-514.
    • (2011) Trans. ASABE , vol.54 , Issue.2 , pp. 501-514
    • Daggupati, P.1    Douglas-Mankin, K.R.2    Sheshukov, A.Y.3    Barnes, P.L.4    Devlin, D.L.5
  • 8
    • 0027558431 scopus 로고
    • Shuffled complex evolution approach for effective and efficient global minimization.
    • Duan, Q., Gupta, V. K., and Sorooshian, S. (1993). "Shuffled complex evolution approach for effective and efficient global minimization." J. Optim. Theory Appl., 76(3), 501-521.
    • (1993) J. Optim. Theory Appl. , vol.76 , Issue.3 , pp. 501-521
    • Duan, Q.1    Gupta, V.K.2    Sorooshian, S.3
  • 9
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models.
    • Duan, Q., Sorooshian, S., and Gupta, V. K. (1992). "Effective and efficient global optimization for conceptual rainfall-runoff models." Water Resour. Res., 28(4), 1015-1031.
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 1015-1031
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.K.3
  • 10
    • 33947106929 scopus 로고    scopus 로고
    • Using the Gibbs sampler for conditional simulation of Gaussian-based random fields.
    • Emery, X. (2007). "Using the Gibbs sampler for conditional simulation of Gaussian-based random fields." Comput. Geosci., 33(4), 522-537.
    • (2007) Comput. Geosci. , vol.33 , Issue.4 , pp. 522-537
    • Emery, X.1
  • 11
    • 34347208316 scopus 로고    scopus 로고
    • The soil and water assessment tool: Historical development, applications, and future research directions.
    • Gassman, P.W., Reyes, M. R., Green, C. H., and Arnold, J. G. (2007). "The soil and water assessment tool: Historical development, applications, and future research directions." Trans. ASABE, 50(4), 1211-1250.
    • (2007) Trans. ASABE , vol.50 , Issue.4 , pp. 1211-1250
    • Gassman, P.W.1    Reyes, M.R.2    Green, C.H.3    Arnold, J.G.4
  • 12
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences.
    • Gelman, A., and Rubin, D. B. (1992). "Inference from iterative simulation using multiple sequences." Stat. Sci., 7(4), 457-472.
    • (1992) Stat. Sci. , vol.7 , Issue.4 , pp. 457-472
    • Gelman, A.1    Rubin, D.B.2
  • 13
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images.
    • PAMI-6
    • Geman, S., and Geman, D. (1984). "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images." IEEE Trans. Pattern Anal. Mach. Intell., PAMI-6(6), 721-741.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 14
  • 15
    • 0038563932 scopus 로고    scopus 로고
    • An adaptive Metropolis algorithm.
    • Haario, H., Laine, M., Saksman, E., and Tamminen, J. (2001). "An adaptive Metropolis algorithm." Bernoulli, 7(2), 223-242.
    • (2001) Bernoulli , vol.7 , Issue.2 , pp. 223-242
    • Haario, H.1    Laine, M.2    Saksman, E.3    Tamminen, J.4
  • 16
    • 0033436531 scopus 로고    scopus 로고
    • Adaptive proposal distribution for random walk Metropolis algorithm.
    • Haario, H., Saksman, E., and Tamminen, J. (1999). "Adaptive proposal distribution for random walk Metropolis algorithm." Comput. Stat., 14(3), 375-395.
    • (1999) Comput. Stat. , vol.14 , Issue.3 , pp. 375-395
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 17
    • 33748896595 scopus 로고    scopus 로고
    • Cumulative uncertainty in measured streamflow and water quality data for small watersheds.
    • Harmel, R. D., Cooper, R., Slade, R., Haney, R., and Arnold, J. (2006). "Cumulative uncertainty in measured streamflow and water quality data for small watersheds." Trans. ASABE, 49(3), 689-701.
    • (2006) Trans. ASABE , vol.49 , Issue.3 , pp. 689-701
    • Harmel, R.D.1    Cooper, R.2    Slade, R.3    Haney, R.4    Arnold, J.5
  • 18
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications.
    • Hastings, W. K. (1970). "Monte Carlo sampling methods using Markov chains and their applications." Biometrika, 57(1), 97-109.
    • (1970) Biometrika , vol.57 , Issue.1 , pp. 97-109
    • Hastings, W.K.1
  • 19
    • 0041868796 scopus 로고    scopus 로고
    • On uniform covering, adaptive random search and raspberries.
    • Hendrix, E. M. T., and Klepper, O. (2000). "On uniform covering, adaptive random search and raspberries." J. Global Optim., 18(2), 143-163.
    • (2000) J. Global Optim. , vol.18 , Issue.2 , pp. 143-163
    • Hendrix, E.M.T.1    Klepper, O.2
  • 21
    • 4143112403 scopus 로고    scopus 로고
    • Development of a 2001 national land-cover database for the United States.
    • Homer, C., Huang, C., Yang, L., Wylie, B., and Coan, M. (2004). "Development of a 2001 national land-cover database for the United States." Photogramm. Eng. Remote Sens., 70(7), 829-840.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , Issue.7 , pp. 829-840
    • Homer, C.1    Huang, C.2    Yang, L.3    Wylie, B.4    Coan, M.5
  • 22
    • 84893958599 scopus 로고    scopus 로고
    • On the scaling behavior of reliability-resilience-vulnerability indices in agricultural watersheds.
    • Hoque, Y. M., Hantush, M. M., and Govindaraju, R. S. (2014). "On the scaling behavior of reliability-resilience-vulnerability indices in agricultural watersheds." Ecol. Indic., 40, 136-146.
    • (2014) Ecol. Indic. , vol.40 , pp. 136-146
    • Hoque, Y.M.1    Hantush, M.M.2    Govindaraju, R.S.3
  • 23
    • 33646532065 scopus 로고    scopus 로고
    • Getting the right answers for the right reasons:Linking measurements, analyses, and models to advance the science of hydrology.
    • Kirchner, J. W. (2006). "Getting the right answers for the right reasons:Linking measurements, analyses, and models to advance the science of hydrology." Water Resour. Res., 42, W03S04.
    • (2006) Water Resour. Res. , vol.42 , pp. W03S04
    • Kirchner, J.W.1
  • 24
    • 0042632461 scopus 로고    scopus 로고
    • A robust method for nonlinear parameter estimation illustrated on a toxicological model.
    • Klepper, O., and Bedaux, J. J. M. (1997). "A robust method for nonlinear parameter estimation illustrated on a toxicological model." Nonlinear Anal. Theory Methods Appl., 30(3), 1677-1686.
    • (1997) Nonlinear Anal. Theory Methods Appl. , vol.30 , Issue.3 , pp. 1677-1686
    • Klepper, O.1    Bedaux, J.J.M.2
  • 25
    • 0028160351 scopus 로고
    • A method for robust calibration of ecological models under different types of uncertainty.
    • Klepper, O., and Hendrix, E. M. T. (1994). "A method for robust calibration of ecological models under different types of uncertainty." Ecol. Modell., 74(3-4), 161-182.
    • (1994) Ecol. Modell. , vol.74 , Issue.3-4 , pp. 161-182
    • Klepper, O.1    Hendrix, E.M.T.2
  • 26
    • 34248368068 scopus 로고    scopus 로고
    • Gibbs sampling of climatic trends and periodicities.
    • Kottegoda, N. T., Natale, L., and Raiteri, E. (2007). "Gibbs sampling of climatic trends and periodicities." J. Hydrol., 339(1-2), 54-64.
    • (2007) J. Hydrol. , vol.339 , Issue.1-2 , pp. 54-64
    • Kottegoda, N.T.1    Natale, L.2    Raiteri, E.3
  • 27
    • 84856263454 scopus 로고    scopus 로고
    • High-dimensional posterior exploration of hydrologic models using multiple-try DREAM {eth}ZS{Thorn} and highperformance computing.
    • Laloy, E., and Vrugt, J. A. (2012). "High-dimensional posterior exploration of hydrologic models using multiple-try DREAM {eth}ZS{Thorn} and highperformance computing." Water Resour. Res., 48, W01526.
    • (2012) Water Resour. Res. , vol.48 , pp. W01526
    • Laloy, E.1    Vrugt, J.A.2
  • 28
    • 1642295818 scopus 로고    scopus 로고
    • A comparative study of Markov chain Monte Carlo methods for conceptual rainfall-runoff modeling.
    • Marshall, L., Nott, D., and Sharma, A. (2004). "A comparative study of Markov chain Monte Carlo methods for conceptual rainfall-runoff modeling." Water Resour. Res., 40, W02501.
    • (2004) Water Resour. Res. , vol.40 , pp. W02501
    • Marshall, L.1    Nott, D.2    Sharma, A.3
  • 29
    • 67649865631 scopus 로고    scopus 로고
    • Rainfall-runoff model calibration using informal likelihood measures within a Markov chain Monte Carlo sampling scheme.
    • McMillan, H., and Clark, M. (2009). "Rainfall-runoff model calibration using informal likelihood measures within a Markov chain Monte Carlo sampling scheme." Water Resour. Res., 45, W04418.
    • (2009) Water Resour. Res. , vol.45 , pp. W04418
    • McMillan, H.1    Clark, M.2
  • 31
    • 55249087677 scopus 로고    scopus 로고
    • A Gibbs sampler for inequality-constrained geostatistical interpolation and inverse modeling.
    • Michalak, A. M. (2008). "A Gibbs sampler for inequality-constrained geostatistical interpolation and inverse modeling." Water Resour. Res., 44, W09437.
    • (2008) Water Resour. Res. , vol.44 , pp. W09437
    • Michalak, A.M.1
  • 32
    • 34447500396 scopus 로고    scopus 로고
    • Model evaluation guidelines for systematic quantification of accuracy in watershed simulations.
    • Moriasi, D. N., Arnold, J. G., Liew, M. W. V., Bingner, R. L., Harmel, R. D., and Veith, T. L. (2007). "Model evaluation guidelines for systematic quantification of accuracy in watershed simulations." Am. Soc. Agric. Biol. Eng., 50(3), 885-900.
    • (2007) Am. Soc. Agric. Biol. Eng. , vol.50 , Issue.3 , pp. 885-900
    • Moriasi, D.N.1    Arnold, J.G.2    Liew, M.W.V.3    Bingner, R.L.4    Harmel, R.D.5    Veith, T.L.6
  • 33
    • 67650293293 scopus 로고    scopus 로고
    • Shuffled complex evolution model calibrating algorithm: Enhancing its robustness and efficiency.
    • Muttil, N., and Jayawardena, A. W. (2008). "Shuffled complex evolution model calibrating algorithm: Enhancing its robustness and efficiency." Hydrol. Processes, 22(23), 4628-4638.
    • (2008) Hydrol. Processes , vol.22 , Issue.23 , pp. 4628-4638
    • Muttil, N.1    Jayawardena, A.W.2
  • 34
    • 0000238336 scopus 로고
    • A simplex method for function minimization.
    • Nelder, J. A., and Mead, R. (1965). "A simplex method for function minimization." Comput. J., 7(4), 308-313.
    • (1965) Comput. J. , vol.7 , Issue.4 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 35
    • 84872734636 scopus 로고    scopus 로고
    • Our changing climate.
    • M. T. Jackson, ed., Indiana University Press, Bloomington, IN
    • Newman, J. E. (1997). "Our changing climate." The natural heritage of Indiana, M. T. Jackson, ed., Indiana University Press, Bloomington, IN, 85-99.
    • (1997) The natural heritage of Indiana , pp. 85-99
    • Newman, J.E.1
  • 36
    • 4544379118 scopus 로고    scopus 로고
    • Gibbs sampling for conditional spatial disaggregation of rain fields.
    • Onibon, H., Lebel, T., Afouda, A., and Guillot, G. (2004). "Gibbs sampling for conditional spatial disaggregation of rain fields." Water Resour. Res., 40, W08401.
    • (2004) Water Resour. Res. , vol.40 , pp. W08401
    • Onibon, H.1    Lebel, T.2    Afouda, A.3    Guillot, G.4
  • 37
    • 0037819377 scopus 로고    scopus 로고
    • Coping with uncertainty:A case study in sediment transport and nutrient load analysis.
    • Osidele, O. O., Zeng, W., and Beck, M. B. (2003). "Coping with uncertainty:A case study in sediment transport and nutrient load analysis." J. Water Resour. Plann. Manage., 10.1061/(ASCE)0733-9496(2003) 129:4(345), 345-355.
    • (2003) J. Water Resour. Plann. Manage. , pp. 345-355
    • Osidele, O.O.1    Zeng, W.2    Beck, M.B.3
  • 38
    • 33644611001 scopus 로고    scopus 로고
    • A random search methodology for examining parametric uncertainty in water quality models.
    • Osidele, O. O., Zeng, W., and Beck, M. B. (2006). "A random search methodology for examining parametric uncertainty in water quality models." Water Sci. Technol., 53(1), 33-40.
    • (2006) Water Sci. Technol. , vol.53 , Issue.1 , pp. 33-40
    • Osidele, O.O.1    Zeng, W.2    Beck, M.B.3
  • 39
    • 84907335672 scopus 로고    scopus 로고
    • Influence of potential evapotranspiration on the water balance of sugarcane fields in Maui, Hawaii.
    • Osorio, J., Jeong, J., Arnold, J. G., and Beiger, B. (2014). "Influence of potential evapotranspiration on the water balance of sugarcane fields in Maui, Hawaii." J. Water Res. Prot., 6, 852-868.
    • (2014) J. Water Res. Prot. , vol.6 , pp. 852-868
    • Osorio, J.1    Jeong, J.2    Arnold, J.G.3    Beiger, B.4
  • 40
    • 0023436768 scopus 로고
    • Global optimization algorithms for a CAD workstation.
    • Price, W. L. (1987). "Global optimization algorithms for a CAD workstation." J. Optim. Theory Appl., 55(1), 133-146.
    • (1987) J. Optim. Theory Appl. , vol.55 , Issue.1 , pp. 133-146
    • Price, W.L.1
  • 41
    • 84900540968 scopus 로고    scopus 로고
    • Transferability of input parameters between SWAT 2009 and SWAT 2012.
    • Seo, M.-J., Yen, H., and Jeong, J. (2014). "Transferability of input parameters between SWAT 2009 and SWAT 2012." J. Environ. Qual., 43, 869-880.
    • (2014) J. Environ. Qual. , vol.43 , pp. 869-880
    • Seo, M.-J.1    Yen, H.2    Jeong, J.3
  • 42
    • 0027503733 scopus 로고
    • Calibration of rainfallrunoff models: Application of global optimization to the Sacramento soil moisture accounting model.
    • Sorooshian, S., Duan, Q., and Gupta, V. K. (1993). "Calibration of rainfallrunoff models: Application of global optimization to the Sacramento soil moisture accounting model." Water Resour. Res., 29(4), 1185-1194.
    • (1993) Water Resour. Res. , vol.29 , Issue.4 , pp. 1185-1194
    • Sorooshian, S.1    Duan, Q.2    Gupta, V.K.3
  • 43
    • 0028322711 scopus 로고
    • Parameter uncertainty and interaction complex environmental models.
    • Spear, R. C., Grieb, T. M., and Shang, N. (1994). "Parameter uncertainty and interaction complex environmental models." Water Resour. Res., 30(11), 3159-3169.
    • (1994) Water Resour. Res. , vol.30 , Issue.11 , pp. 3159-3169
    • Spear, R.C.1    Grieb, T.M.2    Shang, N.3
  • 44
    • 69949188688 scopus 로고    scopus 로고
    • Appraisal of the generalized likelihood uncertainty estimation (GLUE) method.
    • Stedinger, J. R., Vogel, R. M., Lee, S. U., and Batchelder, R. (2008). "Appraisal of the generalized likelihood uncertainty estimation (GLUE) method." Water Resour. Res., 44, W00B06.
    • (2008) Water Resour. Res. , vol.44 , pp. W00B06
    • Stedinger, J.R.1    Vogel, R.M.2    Lee, S.U.3    Batchelder, R.4
  • 45
    • 33745603720 scopus 로고    scopus 로고
    • A Markov Chain Monte Carlo version of the genetic algorithm differential evolution: Easy Bayesian computing for real parameter spaces.
    • Ter Braak, C. (2006). "A Markov Chain Monte Carlo version of the genetic algorithm differential evolution: Easy Bayesian computing for real parameter spaces." Stat. Comput., 16(3), 239-249.
    • (2006) Stat. Comput. , vol.16 , Issue.3 , pp. 239-249
    • Ter Braak, C.1
  • 46
    • 69849096009 scopus 로고    scopus 로고
    • Critical evaluation of parameter consistency and predictive uncertainty in hydrological modeling: A case study using Bayesian total error analysis.
    • Thyer, M., Renard, B., Kavetski, D., Kuczera, G., Franks, S. W., and Srikanthan, S. (2009). "Critical evaluation of parameter consistency and predictive uncertainty in hydrological modeling: A case study using Bayesian total error analysis." Water Resour. Res., 45, W00B14.
    • (2009) Water Resour. Res. , vol.45 , pp. W00B14
    • Thyer, M.1    Renard, B.2    Kavetski, D.3    Kuczera, G.4    Franks, S.W.5    Srikanthan, S.6
  • 47
    • 33847618256 scopus 로고    scopus 로고
    • Dynamically dimensioned search algorithm for computationally efficient watershed model calibration.
    • Tolson, B. A., and Shoemaker, C. A. (2007). "Dynamically dimensioned search algorithm for computationally efficient watershed model calibration." Water Resour. Res., 43, W01413.
    • (2007) Water Resour. Res. , vol.43 , pp. W01413
    • Tolson, B.A.1    Shoemaker, C.A.2
  • 48
    • 59649101857 scopus 로고    scopus 로고
    • Reply to comment on 'Dynamically dimensioned search algorithm for computationally efficient watershed model calibration' by Ali Behrangi et al.
    • Tolson, B. A., and Shoemaker, C. A. (2008). "Reply to comment on 'Dynamically dimensioned search algorithm for computationally efficient watershed model calibration' by Ali Behrangi et al." Water Resour. Res., 44, W12604.
    • (2008) Water Resour. Res. , vol.44 , pp. W12604
    • Tolson, B.A.1    Shoemaker, C.A.2
  • 49
    • 35348958826 scopus 로고    scopus 로고
    • A global and efficient multi-objective auto-calibration and uncertainty estimation method for water quality catchment models.
    • Van Griensven, A., and Meixner, T. (2007). "A global and efficient multi-objective auto-calibration and uncertainty estimation method for water quality catchment models." J. Hydroinf., 9(4), 277-291.
    • (2007) J. Hydroinf. , vol.9 , Issue.4 , pp. 277-291
    • Van Griensven, A.1    Meixner, T.2
  • 50
    • 84883457206 scopus 로고    scopus 로고
    • DREAM(D): An adaptive Markov chain Monte Carlo simulation algorithm to solve discrete, noncontinuous, posterior parameter estimation problems.
    • Vrugt, J. A. (2011). "DREAM(D): An adaptive Markov chain Monte Carlo simulation algorithm to solve discrete, noncontinuous, posterior parameter estimation problems." Hydrol. Earth Syst. Sci., 8(2), 4025-4052.
    • (2011) Hydrol. Earth Syst. Sci. , vol.8 , Issue.2 , pp. 4025-4052
    • Vrugt, J.A.1
  • 51
    • 57049099445 scopus 로고    scopus 로고
    • Treatment of input uncertainty in hydrologic modeling:Doing hydrology backward with Markov chain Monte Carlo simulation.
    • Vrugt, J. A., Braak, C. J. F., Clark, M. P., Hyman, J. M., and Robinson, B. A. (2008). "Treatment of input uncertainty in hydrologic modeling:Doing hydrology backward with Markov chain Monte Carlo simulation." Water Resour. Res., 44, W00B09.
    • (2008) Water Resour. Res. , vol.44 , pp. W00B09
    • Vrugt, J.A.1    Braak, C.J.F.2    Clark, M.P.3    Hyman, J.M.4    Robinson, B.A.5
  • 52
    • 65349141143 scopus 로고    scopus 로고
    • Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling.
    • Vrugt, J. A., Braak, C. J. F., Diks, C. G. H., Robinson, B. A., Hyman, J. M., and Higdon, D. (2009). "Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling." Int. J. Nonlinear Sci. Numer. Simul., 10(3), 271-288.
    • (2009) Int. J. Nonlinear Sci. Numer. Simul. , vol.10 , Issue.3 , pp. 271-288
    • Vrugt, J.A.1    Braak, C.J.F.2    Diks, C.G.H.3    Robinson, B.A.4    Hyman, J.M.5    Higdon, D.6
  • 53
    • 1542757127 scopus 로고    scopus 로고
    • A shuffled complex evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters.
    • Vrugt, J. A., Gupta, H. V., Bouten, W., and Sorooshian, S. (2003). "A shuffled complex evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters." Water Resour. Res., 39(8), 1201.
    • (2003) Water Resour. Res. , vol.39 , Issue.8 , pp. 1201
    • Vrugt, J.A.1    Gupta, H.V.2    Bouten, W.3    Sorooshian, S.4
  • 54
    • 34548856391 scopus 로고    scopus 로고
    • Markov chain Monte Carlo and Gibbs sampling.
    • version 26
    • Walsh, B. (2004). "Markov chain Monte Carlo and Gibbs sampling." Lecture notes for EEB 581, version 26, .
    • (2004) Lecture notes for EEB 581
    • Walsh, B.1
  • 55
    • 70249149618 scopus 로고    scopus 로고
    • Stochastic observation error and uncertainty in water quality evaluation.
    • Wang, D., Singh, V. P., Zhu, Y., and Wu, J. (2009). "Stochastic observation error and uncertainty in water quality evaluation." Adv. Water Resour., 32(10), 1526-1534.
    • (2009) Adv. Water Resour. , vol.32 , Issue.10 , pp. 1526-1534
    • Wang, D.1    Singh, V.P.2    Zhu, Y.3    Wu, J.4
  • 56
    • 47949086314 scopus 로고    scopus 로고
    • Comparing uncertainty analysis techniques for a SWAT application to the Chaohe basin in China.
    • Yang, J., Reichert, P., Abbaspour, K. C., Xia, J., and Yang, H. (2008). "Comparing uncertainty analysis techniques for a SWAT application to the Chaohe basin in China." J. Hydrol., 358(1-2), 1-23.
    • (2008) J. Hydrol. , vol.358 , Issue.1-2 , pp. 1-23
    • Yang, J.1    Reichert, P.2    Abbaspour, K.C.3    Xia, J.4    Yang, H.5
  • 57
    • 84893412436 scopus 로고    scopus 로고
    • Confronting input, parameter, structural and measurement uncertainty in multi-site multiple responses watershed modeling using Bayesian inferences
    • Ph. D. dissertation, Colorado State Univ., Fort Collins, CO.
    • Yen, H. (2012). "Confronting input, parameter, structural and measurement uncertainty in multi-site multiple responses watershed modeling using Bayesian inferences." Ph. D. dissertation, Colorado State Univ., Fort Collins, CO.
    • (2012)
    • Yen, H.1
  • 58
    • 84907313772 scopus 로고    scopus 로고
    • C-SWAT: The soil and water assessment tool with consolidated input files in alleviating computational burden of recursive simulations
    • Yen, H., Ahmadi, M., White, M. J., Wang, X., and Arnold, J. G. (2014a). "C-SWAT: The soil and water assessment tool with consolidated input files in alleviating computational burden of recursive simulations." Comput. Geosci., 72, 221-232.
    • (2014) Comput. Geosci. , vol.72 , pp. 221-232
    • Yen, H.1    Ahmadi, M.2    White, M.J.3    Wang, X.4    Arnold, J.G.5
  • 59
    • 84907044645 scopus 로고    scopus 로고
    • The role of interior watershed processes in improving parameter estimation and performance of watershed models
    • Yen, H., Bailey, R. T., Arabi, M., Ahmadi, M., White, M. J., and Arnold, J. G. (2014b). "The role of interior watershed processes in improving parameter estimation and performance of watershed models." J. Environ. Qual., 43(5), 1601-1613.
    • (2014) J. Environ. Qual. , vol.43 , Issue.5 , pp. 1601-1613
    • Yen, H.1    Bailey, R.T.2    Arabi, M.3    Ahmadi, M.4    White, M.J.5    Arnold, J.G.6
  • 60
    • 84893373504 scopus 로고    scopus 로고
    • A framework for propagation of uncertainty contributed by input data, parameterization, model structure, and calibration/validation data in watershed modeling
    • Yen, H., Wang, X., Fontane, D. G., Harmel, R. D., and Arabi, M. (2014c). "A framework for propagation of uncertainty contributed by input data, parameterization, model structure, and calibration/validation data in watershed modeling." Environ. Modell. Softw., 54, 211-221.
    • (2014) Environ. Modell. Softw. , vol.54 , pp. 211-221
    • Yen, H.1    Wang, X.2    Fontane, D.G.3    Harmel, R.D.4    Arabi, M.5
  • 61
    • 84900553178 scopus 로고    scopus 로고
    • Evaluation of alternative surface runoff accounting procedures using the SWAT model
    • in press.
    • Yen, H., White, M. J., Arabi, M., and Arnold, J. G. (2014d). "Evaluation of alternative surface runoff accounting procedures using the SWAT model." Int. J. Agric. Biol. Eng., in press.
    • (2014) Int. J. Agric. Biol. Eng.
    • Yen, H.1    White, M.J.2    Arabi, M.3    Arnold, J.G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.