메뉴 건너뛰기




Volumn 29, Issue 2, 2011, Pages 135-145

Daily pan evaporation modeling using linear genetic programming technique

Author keywords

[No Author keywords available]

Indexed keywords

AIR TEMPERATURE; AUTOMATED WEATHER STATIONS; CALIFORNIA; CLIMATIC DATA; DAILY PAN EVAPORATION; DETERMINATION COEFFICIENTS; EVAPORATION PROCESS; GENERALIZED REGRESSION NEURAL NETWORKS; LINEAR GENETIC PROGRAMMING; LOS ANGELES; MEAN ABSOLUTE ERROR; MULTI-LAYER PERCEPTRONS; PAN EVAPORATION; RADIAL BASIS NEURAL NETWORKS; ROOT MEAN SQUARE ERRORS; SAN DIEGO; WIND SPEED;

EID: 79751525117     PISSN: 03427188     EISSN: 14321319     Source Type: Journal    
DOI: 10.1007/s00271-010-0225-5     Document Type: Article
Times cited : (91)

References (36)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • In: Petrov BN, Csaki F, Budapest, Hungary
    • Akaike H (1973) Information theory and an extension of the maximum likelihood principle. In: Petrov BN, Csaki F (eds) Proc., 2nd Int. Symp. on information Theory. Academiai Kiado, Budapest, Hungary, pp 267-281.
    • (1973) Proc., 2nd Int. Symp. On Information Theory. Academiai Kiado , pp. 267-281
    • Akaike, H.1
  • 2
    • 0005677506 scopus 로고    scopus 로고
    • Estimation of reference evapotranspiration for southern region of Saudi Arabia
    • Al-Ghobari HM (2000) Estimation of reference evapotranspiration for southern region of Saudi Arabia. Irrig Sci 19(2): 81-86.
    • (2000) Irrig Sci , vol.19 , Issue.2 , pp. 81-86
    • Al-Ghobari, H.M.1
  • 3
    • 39849091610 scopus 로고    scopus 로고
    • A genetic programming approach to suspended sediment modeling, J
    • Aytek A, Kisi O (2008) A genetic programming approach to suspended sediment modeling, J. Hydrology 351(3-4): 288-298.
    • (2008) Hydrology , vol.351 , Issue.3-4 , pp. 288-298
    • Aytek, A.1    Kisi, O.2
  • 4
    • 0242647831 scopus 로고    scopus 로고
    • Declarative and preferential bias in GEP-based scientific discovery
    • Babovic V, Keijzer M (2002) Declarative and preferential bias in GEP-based scientific discovery. Genet Program Evolvable Mach 3(1): 41-79.
    • (2002) Genet Program Evolvable Mach , vol.3 , Issue.1 , pp. 41-79
    • Babovic, V.1    Keijzer, M.2
  • 7
    • 0035247432 scopus 로고    scopus 로고
    • A comparison of linear genetic programming and neural networks in medical data mining
    • Brameier M, Banzhaf W (2001) A comparison of linear genetic programming and neural networks in medical data mining. IEEE Trans Evol Comput 5: 17-26.
    • (2001) IEEE Trans Evol Comput , vol.5 , pp. 17-26
    • Brameier, M.1    Banzhaf, W.2
  • 9
    • 0242415241 scopus 로고    scopus 로고
    • Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ANN and GP
    • Dorado J, Rabunal JR, Pazos A, Rivero D, Santos A, Puertas J (2003) Prediction and modeling of the rainfall-runoff transformation of a typical urban basin using ANN and GP. Appl Artif Intell 17: 329-343.
    • (2003) Appl Artif Intell , vol.17 , pp. 329-343
    • Dorado, J.1    Rabunal, J.R.2    Pazos, A.3    Rivero, D.4    Santos, A.5    Puertas, J.6
  • 10
    • 79751530904 scopus 로고    scopus 로고
    • In: Proceedings of the 6th online world conference on soft computing in industrial applications (invited tutorial)
    • Ferreira C (2001a) Gene expression programming in problem solving. In: Proceedings of the 6th online world conference on soft computing in industrial applications (invited tutorial).
    • (2001) Gene Expression Programming In Problem Solving
    • Ferreira, C.1
  • 11
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: A new adaptive algorithm for solving problems
    • Ferreira C (2001b) Gene expression programming: a new adaptive algorithm for solving problems. Complex Syst 13(2): 87-129.
    • (2001) Complex Syst , vol.13 , Issue.2 , pp. 87-129
    • Ferreira, C.1
  • 12
    • 32444435850 scopus 로고    scopus 로고
    • Using genetic programming to determine Chezy resistance coefficient in corrugated channels
    • Giustolisi O (2004) Using genetic programming to determine Chezy resistance coefficient in corrugated channels. J Hydroinformatics 6(3): 157-173.
    • (2004) J Hydroinformatics , vol.6 , Issue.3 , pp. 157-173
    • Giustolisi, O.1
  • 13
    • 37249018073 scopus 로고    scopus 로고
    • Evaluation of pan coefficient for reference crop evapotranspiration for semi-arid region
    • Gundekar HG, Khodke UM, Sarkar S, Rai RK (2008) Evaluation of pan coefficient for reference crop evapotranspiration for semi-arid region. Irrig Sci 26(2): 169-175.
    • (2008) Irrig Sci , vol.26 , Issue.2 , pp. 169-175
    • Gundekar, H.G.1    Khodke, U.M.2    Sarkar, S.3    Rai, R.K.4
  • 14
    • 70349753109 scopus 로고    scopus 로고
    • Linear genetic programming for time-series modeling pf daily flow rate
    • Guven A (2009) Linear genetic programming for time-series modeling pf daily flow rate. J Earth Syst Sci 118(2): 137-146.
    • (2009) J Earth Syst Sci , vol.118 , Issue.2 , pp. 137-146
    • Guven, A.1
  • 15
    • 68049113510 scopus 로고    scopus 로고
    • New approach for stage-discharge relationship: Gene-expression programming
    • Guven A, Aytek A (2009) New approach for stage-discharge relationship: gene-expression programming. J Hydrol Eng 14(8): 812-820.
    • (2009) J Hydrol Eng , vol.14 , Issue.8 , pp. 812-820
    • Guven, A.1    Aytek, A.2
  • 16
    • 54249085849 scopus 로고    scopus 로고
    • Prediction of scour downstream of grade-control structures using neural networks
    • Guven A, Gunal M (2008a) Prediction of scour downstream of grade-control structures using neural networks. J Hydraulic Eng 134(11): 1656-1660.
    • (2008) J Hydraulic Eng , vol.134 , Issue.11 , pp. 1656-1660
    • Guven, A.1    Gunal, M.2
  • 17
    • 41749119185 scopus 로고    scopus 로고
    • Genetic programming for prediction of local scour downstream of grade-control structures
    • Guven A, Gunal M (2008b) Genetic programming for prediction of local scour downstream of grade-control structures. J Irrig Drainage Eng 134(2): 241-249.
    • (2008) J Irrig Drainage Eng , vol.134 , Issue.2 , pp. 241-249
    • Guven, A.1    Gunal, M.2
  • 18
    • 79751533792 scopus 로고    scopus 로고
    • Suspended sediment modeling using linear genetic modeling
    • (under review)
    • Guven A, Kisi O (2009) Suspended sediment modeling using linear genetic modeling. Hydrol Sci J (under review).
    • (2009) Hydrol Sci J
    • Guven, A.1    Kisi, O.2
  • 19
    • 34047131239 scopus 로고    scopus 로고
    • Prediction of pressure fluctuations on stilling basins
    • Guven A, Gunal M, Cevik A (2006) Prediction of pressure fluctuations on stilling basins. Can J Civil Eng 33(11): 1379-1388.
    • (2006) Can J Civil Eng , vol.33 , Issue.11 , pp. 1379-1388
    • Guven, A.1    Gunal, M.2    Cevik, A.3
  • 20
    • 68349106166 scopus 로고    scopus 로고
    • Genetic programming-based empirical model for daily reference evapotranspiration estimation
    • Guven A, Aytek A, Yuce MI, Aksoy H (2007) Genetic programming-based empirical model for daily reference evapotranspiration estimation. Clean-Soil Air Water 36(10-11): 905-912.
    • (2007) Clean-Soil Air Water , vol.36 , Issue.10-11 , pp. 905-912
    • Guven, A.1    Aytek, A.2    Yuce, M.I.3    Aksoy, H.4
  • 21
    • 68749103188 scopus 로고    scopus 로고
    • Linear genetic programming for prediction of circular pile scour
    • Guven A, Azamathulla HMd, Zakaria NA (2009) Linear genetic programming for prediction of circular pile scour. J Ocean Eng 36(12-13): 985-991.
    • (2009) J Ocean Eng , vol.36 , Issue.12-13 , pp. 985-991
    • Guven, A.1    Azamathulla, H.2    Zakaria, N.A.3
  • 22
    • 31444439227 scopus 로고    scopus 로고
    • Artificial neural network models of daily pan evaporation
    • Keskin ME, Terzi O (2006) Artificial neural network models of daily pan evaporation. J Hydrol Eng 11(1): 65-70.
    • (2006) J Hydrol Eng , vol.11 , Issue.1 , pp. 65-70
    • Keskin, M.E.1    Terzi, O.2
  • 23
    • 61749102355 scopus 로고    scopus 로고
    • Daily pan evaporation modeling using multi-layer perceptrons and radial basis neural networks
    • Kisi O (2009a) Daily pan evaporation modeling using multi-layer perceptrons and radial basis neural networks. Hydrol Process 23: 213-223.
    • (2009) Hydrol Process , vol.23 , pp. 213-223
    • Kisi, O.1
  • 24
    • 67849114055 scopus 로고    scopus 로고
    • Modeling monthly evaporation using two different neural computing techniques
    • Kisi O (2009b) Modeling monthly evaporation using two different neural computing techniques. Irrig Sci 27(5): 417-430.
    • (2009) Irrig Sci , vol.27 , Issue.5 , pp. 417-430
    • Kisi, O.1
  • 26
    • 50249103269 scopus 로고    scopus 로고
    • Comparative study of conventional and artificial neural network-based ETo estimation models
    • Kumar M, Bandyopadhyay A, Raghuwanshi NS, Singh R (2008) Comparative study of conventional and artificial neural network-based ETo estimation models. Irrig Sci 26(6): 531-545.
    • (2008) Irrig Sci , vol.26 , Issue.6 , pp. 531-545
    • Kumar, M.1    Bandyopadhyay, A.2    Raghuwanshi, N.S.3    Singh, R.4
  • 27
    • 0002315591 scopus 로고
    • A compiling genetic programming system that directly manipulates the machine-code
    • K. E. Kinnear (Ed.), Cambridge: MIT Press
    • Nordin P (1994) A compiling genetic programming system that directly manipulates the machine-code. In: Kinnear KE (ed) Advances in genetic programming. MIT Press, Cambridge, pp 311-331.
    • (1994) Advances in Genetic Programming , pp. 311-331
    • Nordin, P.1
  • 29
    • 0005307001 scopus 로고
    • Evolving turing-complete programs for a register machine with self-modifying code
    • In: Eshelman L, Morgan Kaufmann, Pittsburgh, PA, USA
    • Nordin P, Banzhaf W (1995) Evolving turing-complete programs for a register machine with self-modifying code. In: Eshelman L (ed) Proceedings of the 6th international conference of genetic algorithms. Morgan Kaufmann, Pittsburgh, PA, USA, pp 318-325.
    • (1995) Proceedings of the 6th International Conference of Genetic Algorithms , pp. 318-325
    • Nordin, P.1    Banzhaf, W.2
  • 30
    • 26444612035 scopus 로고    scopus 로고
    • A comparison of several linear genetic programming techniques
    • Oltean M, Grosan C (2003) A comparison of several linear genetic programming techniques. Complex Syst 14(1): 1-29.
    • (2003) Complex Syst , vol.14 , Issue.1 , pp. 1-29
    • Oltean, M.1    Grosan, C.2
  • 31
    • 33847065032 scopus 로고    scopus 로고
    • Determination of the unit hydrograph of a typical urban basin using genetic programming and artificial neural networks
    • Rabunal JR, Puertas J, Suarez J, Rivero D (2007) Determination of the unit hydrograph of a typical urban basin using genetic programming and artificial neural networks. Hydrol Process 21: 476-485.
    • (2007) Hydrol Process , vol.21 , pp. 476-485
    • Rabunal, J.R.1    Puertas, J.2    Suarez, J.3    Rivero, D.4
  • 32
    • 65449185028 scopus 로고    scopus 로고
    • An evaluation of common pan coefficient equations to estimate reference evapotranspiration in a subtropical climate (north of Iran)
    • Rahimikhoob A (2009) An evaluation of common pan coefficient equations to estimate reference evapotranspiration in a subtropical climate (north of Iran). Irrig Sci 27(4): 289-296.
    • (2009) Irrig Sci , vol.27 , Issue.4 , pp. 289-296
    • Rahimikhoob, A.1
  • 33
    • 0018015137 scopus 로고
    • Modeling by the shortest data description
    • Rissanen J (1978). Modeling by the shortest data description. Automatica 14: 465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 34
    • 0142179588 scopus 로고
    • A comparison of procedures for computing evaporation and evapotranspiration
    • international association of scientific hydrology. International Union of Geodynamics and Geophysics, Berkeley, CA
    • Stephens JC, Stewart EH (1963) A comparison of procedures for computing evaporation and evapotranspiration. Publication 62, international association of scientific hydrology. International Union of Geodynamics and Geophysics, Berkeley, CA, pp 123-133.
    • (1963) Publication , vol.62 , pp. 123-133
    • Stephens, J.C.1    Stewart, E.H.2
  • 35
    • 77953692036 scopus 로고    scopus 로고
    • Estimation of daily pan evaporation using artificial neural network and multivariate non-linear regression
    • doi: 10. 1007/s00271-009-0201-0
    • Tabari H, Marofi S, Sabziparvar A-A (2010) Estimation of daily pan evaporation using artificial neural network and multivariate non-linear regression. Irrig Sci 28(5): 399-406. doi: 10. 1007/s00271-009-0201-0.
    • (2010) Irrig Sci , vol.28 , Issue.5 , pp. 399-406
    • Tabari, H.1    Marofi, S.2    Sabziparvar, A.-A.3
  • 36
    • 0035105632 scopus 로고    scopus 로고
    • Modeling rainfall-runoff using genetic programming
    • Whigham PA, Crapper PF (2001) Modeling rainfall-runoff using genetic programming. Math Comput Model 33: 707-721.
    • (2001) Math Comput Model , vol.33 , pp. 707-721
    • Whigham, P.A.1    Crapper, P.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.