메뉴 건너뛰기




Volumn 58, Issue 5, 2012, Pages 477-497

Comparison of artificial neural networks and prediction models for reference evapotranspiration estimation in a semi-arid region

Author keywords

empirical model; Penman FAO; Penman Monteith; smoothed data; weighing lysimeter

Indexed keywords


EID: 84859592542     PISSN: 03650340     EISSN: 14763567     Source Type: Journal    
DOI: 10.1080/03650340.2010.530255     Document Type: Article
Times cited : (12)

References (24)
  • 4
    • 0002370669 scopus 로고
    • Reference crop evapotranspiration from temperature
    • Hargreaves, G H and Samani, Z A. 1985. Reference crop evapotranspiration from temperature. Appl Eng Agr, 1: 96-99.
    • (1985) Appl Eng Agr , vol.1 , pp. 96-99
    • Hargreaves, G.H.1    Samani, Z.A.2
  • 6
    • 48649099727 scopus 로고    scopus 로고
    • The potential of different ANN techniques in evapotranspiration modeling
    • Kisi, O. 2007. The potential of different ANN techniques in evapotranspiration modeling. Hydrol Process, 22(14): 2449-2460.
    • (2007) Hydrol Process , vol.22 , Issue.14 , pp. 2449-2460
    • Kisi, O.1
  • 8
    • 33751068959 scopus 로고    scopus 로고
    • An evaluation of two hourly reference evapotranspiration equations for semiarid conditions
    • López-Urrea, R, Martín de Santa Olalla, F, Fabeiro, C and Moratalla, A. 2006. An evaluation of two hourly reference evapotranspiration equations for semiarid conditions. Agr Water Manage, 86: 277-282.
    • (2006) Agr Water Manage , vol.86 , pp. 277-282
    • López-Urrea, R.1    Martín de Santa Olalla, F.2    Fabeiro, C.3    Moratalla, A.4
  • 9
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • Mackay, D JC. 1992. Bayesian interpolation. Neural Comput, 4(3): 415-447.
    • (1992) Neural Comput , vol.4 , Issue.3 , pp. 415-447
    • Mackay, D.J.C.1
  • 10
    • 30644471929 scopus 로고
    • Determination of the constants for the global radiation equation at Badjgah, Iran
    • Malek, E. 1978. Determination of the constants for the global radiation equation at Badjgah, Iran. Agr Meteorol, 20: 233-235.
    • (1978) Agr Meteorol , vol.20 , pp. 233-235
    • Malek, E.1
  • 11
    • 60549113985 scopus 로고
    • Method of evaluating water balance and determining climate type: An example for Badjgah
    • Malek, E. 1982. Method of evaluating water balance and determining climate type: an example for Badjgah. Iran Agr Sci, 12: 57-72.
    • (1982) Iran Agr Sci , vol.12 , pp. 57-72
    • Malek, E.1
  • 12
    • 0342762842 scopus 로고
    • Clay mineralogy, physical and chemical properties of some soils in arid regions of Iran
    • Mahjoory, R A. 1975. Clay mineralogy, physical and chemical properties of some soils in arid regions of Iran. Soil Sci Soc Am Proc, 39: 1157-1164.
    • (1975) Soil Sci Soc Am Proc , vol.39 , pp. 1157-1164
    • Mahjoory, R.A.1
  • 13
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models: 1. A discussion of principles
    • Nash, J E and Sutcliffe, J V. 1970. River flow forecasting through conceptual models: 1. A discussion of principles. J Hydrol, 10: 282-290.
    • (1970) J Hydrol , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 14
    • 84957790817 scopus 로고
    • Natural evaporation from open water, bare soil, and grass
    • Penman, H L. 1948. Natural evaporation from open water, bare soil, and grass. Proc R Soc Lond (A), 193: 120-145.
    • (1948) Proc R Soc Lond (A) , vol.193 , pp. 120-145
    • Penman, H.L.1
  • 15
    • 39649125438 scopus 로고    scopus 로고
    • Comparative study of Hargreaves's and artificial neural network's methodologies in estimating reference evapotranspiration in a semiarid environment
    • Rahimi-Khoob, A. 2008. Comparative study of Hargreaves's and artificial neural network's methodologies in estimating reference evapotranspiration in a semiarid environment. Irrig Sci, 26: 253-259.
    • (2008) Irrig Sci , vol.26 , pp. 253-259
    • Rahimi-Khoob, A.1
  • 17
    • 71649084320 scopus 로고    scopus 로고
    • o estimation using lysimeter data in semi-arid environment
    • o estimation using lysimeter data in semi-arid environment. Arch Agron Soil Sci, 56(1): 1-12.
    • (2010) Arch Agron Soil Sci , vol.56 , Issue.1 , pp. 1-12
    • Razzaghi, F.1    Sepaskhah, A.R.2
  • 18
    • 84856851332 scopus 로고    scopus 로고
    • o estimation equations by lysimeter data in a semi-arid environment
    • DOI: 10.1080/03650340.2010.518957
    • o estimation equations by lysimeter data in a semi-arid environment. Arch Agron Soil Sci, 98: 38-44. DOI: 10.1080/03650340.2010.518957
    • (2010) Arch Agron Soil Sci , vol.98 , pp. 38-44
    • Razzaghi, F.1    Sepaskhah, A.R.2
  • 19
    • 60549088295 scopus 로고    scopus 로고
    • Evaluation of the adjusted Thornthwaite and Hargreaves-Samani methods for estimation of daily evapotranspiration in a semi-arid region of Iran
    • Sepaskhah, A R and Razzaghi, F. 2009. Evaluation of the adjusted Thornthwaite and Hargreaves-Samani methods for estimation of daily evapotranspiration in a semi-arid region of Iran. Arch Agron Soil Sci, 55(1): 51-66.
    • (2009) Arch Agron Soil Sci , vol.55 , Issue.1 , pp. 51-66
    • Sepaskhah, A.R.1    Razzaghi, F.2
  • 21
    • 0038546820 scopus 로고    scopus 로고
    • Estimating actual evapotranspiration from limited climatic data using neural computing technique
    • Sudheer, K P, Gosain, A K and Ramasastri, K S. 2003. Estimating actual evapotranspiration from limited climatic data using neural computing technique. J Irrig Drainage E-ASCE, 129(3): 214-216.
    • (2003) J Irrig Drainage E-ASCE , vol.129 , Issue.3 , pp. 214-216
    • Sudheer, K.P.1    Gosain, A.K.2    Ramasastri, K.S.3
  • 22
    • 13244278433 scopus 로고    scopus 로고
    • Comparision some reference evapotranspiration equations for California
    • Temesgen, B, Eching, S, Davidoff, B and Frame, K. 2005. Comparision some reference evapotranspiration equations for California. J Irrig Drainage E-ASCE, 131(1): 73-84.
    • (2005) J Irrig Drainage E-ASCE , vol.131 , Issue.1 , pp. 73-84
    • Temesgen, B.1    Eching, S.2    Davidoff, B.3    Frame, K.4
  • 23
    • 0346875564 scopus 로고    scopus 로고
    • Forecasting of reference evapotranspiration by artificial neural networks
    • Trajkovic, S, Todorovic, B and Stankovic, M. 2003. Forecasting of reference evapotranspiration by artificial neural networks. J Irrig Drainage E-ASCE, 129(6): 454-457.
    • (2003) J Irrig Drainage E-ASCE , vol.129 , Issue.6 , pp. 454-457
    • Trajkovic, S.1    Todorovic, B.2    Stankovic, M.3
  • 24
    • 0020386641 scopus 로고
    • Some comments on the evaluation of model performance
    • Willmott, C J. 1982. Some comments on the evaluation of model performance. Am Meteorol Soc, 63: 1309-1313.
    • (1982) Am Meteorol Soc , vol.63 , pp. 1309-1313
    • Willmott, C.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.