메뉴 건너뛰기




Volumn 544, Issue , 2017, Pages 233-241

Regional fuzzy chain model for evapotranspiration estimation

Author keywords

ANFIS; Evapotranspiration; FAO 56; Fuzzy; Penman Monteith; Saudi Arabia

Indexed keywords

CHAINS; EVAPOTRANSPIRATION; WATER RESOURCES;

EID: 84999054194     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2016.11.045     Document Type: Article
Times cited : (29)

References (41)
  • 1
    • 0031820130 scopus 로고    scopus 로고
    • Climatological study of the southwestern region of Saudi Arabia. I. Rainfall analysis
    • Abdullah, M.A., Al-Mazroui, M.A., Climatological study of the southwestern region of Saudi Arabia. I. Rainfall analysis. Clim. Res. 9 (1998), 213–223.
    • (1998) Clim. Res. , vol.9 , pp. 213-223
    • Abdullah, M.A.1    Al-Mazroui, M.A.2
  • 2
    • 84933049825 scopus 로고    scopus 로고
    • Evaporation and Evapotranspiration: Measurements and Estimations
    • Springer Science & Business Media
    • Abtew, W., Melesse, A., Evaporation and Evapotranspiration: Measurements and Estimations. 2013, Springer Science & Business Media, 206.
    • (2013) , pp. 206
    • Abtew, W.1    Melesse, A.2
  • 3
    • 84910611249 scopus 로고    scopus 로고
    • Evapotranspiration modeling using second-order neural networks
    • Adamala, S., Raghuwanshi, N.S., Mishra, A., Tiwari, M., Evapotranspiration modeling using second-order neural networks. J. Hydrol. Eng. 19:6 (2014), 1131–1140.
    • (2014) J. Hydrol. Eng. , vol.19 , Issue.6 , pp. 1131-1140
    • Adamala, S.1    Raghuwanshi, N.S.2    Mishra, A.3    Tiwari, M.4
  • 4
    • 84884816020 scopus 로고    scopus 로고
    • Artificial neural network–genetic algorithm for estimation of crop evapotranspiration in a semiarid region of Iran
    • Aghajanloo, M.-B., Sabziparvar, A.-A., Hosseinzadeh Talaee, P., Artificial neural network–genetic algorithm for estimation of crop evapotranspiration in a semiarid region of Iran. Neural Comput. Appl. 23:5 (2013), 1387–1393.
    • (2013) Neural Comput. Appl. , vol.23 , Issue.5 , pp. 1387-1393
    • Aghajanloo, M.-B.1    Sabziparvar, A.-A.2    Hosseinzadeh Talaee, P.3
  • 6
    • 0003491818 scopus 로고    scopus 로고
    • Crop evapotranspiration: guidelines for computing crop water requirements
    • vol FAO Irrigation and Drainage Papers (Book 56). Food and Agriculture Organization of the United Nations, Rome.
    • Allen, R.G., Pereira, L.S., Raes, D., Smith, M., 1998. Crop evapotranspiration: guidelines for computing crop water requirements. vol FAO Irrigation and Drainage Papers (Book 56). Food and Agriculture Organization of the United Nations, Rome.
    • (1998)
    • Allen, R.G.1    Pereira, L.S.2    Raes, D.3    Smith, M.4
  • 7
    • 84936881747 scopus 로고    scopus 로고
    • Global performance ranking of temperature based approaches for evapotranspiration estimation considering Koppen climate classes
    • Almorox, J., Quej, V.H., Martí, P., Global performance ranking of temperature based approaches for evapotranspiration estimation considering Koppen climate classes. J. Hydrol. 528 (2015), 514–522.
    • (2015) J. Hydrol. , vol.528 , pp. 514-522
    • Almorox, J.1    Quej, V.H.2    Martí, P.3
  • 8
    • 14344274818 scopus 로고
    • Determining Consumptive Use of Irrigation Water Requirements, Tech
    • Bull, 1275, USDA, Washington.
    • Blaney, H.F., Criddle, W.D., 1962. Determining Consumptive Use of Irrigation Water Requirements, Tech. Bull, 1275, USDA, Washington.
    • (1962)
    • Blaney, H.F.1    Criddle, W.D.2
  • 9
    • 84877578251 scopus 로고    scopus 로고
    • Dynamic factor analysis and artificial neural network for estimating pan evaporation at multiple stations in northern Taiwan
    • Chang, F.J., Sun, W., Chung, C.H., Dynamic factor analysis and artificial neural network for estimating pan evaporation at multiple stations in northern Taiwan. Hydrol. Sci. J. 58:4 (2013), 813–825.
    • (2013) Hydrol. Sci. J. , vol.58 , Issue.4 , pp. 813-825
    • Chang, F.J.1    Sun, W.2    Chung, C.H.3
  • 10
    • 79960249369 scopus 로고    scopus 로고
    • Analysis of evapotranspiration variability and trends in the Arabian Peninsula
    • ElNesr, M., Alazba, A., Abu-Zreig, M., Analysis of evapotranspiration variability and trends in the Arabian Peninsula. Am. J. Environ. Sci. 6:6 (2010), 535–547.
    • (2010) Am. J. Environ. Sci. , vol.6 , Issue.6 , pp. 535-547
    • ElNesr, M.1    Alazba, A.2    Abu-Zreig, M.3
  • 11
    • 84962620888 scopus 로고    scopus 로고
    • Comparison of ELM, GANN, WNN and empirical models for estimating reference evapotranspiration in humid region of Southwest China
    • Fenga, Y., Cuib, N., Zhaob, L., Hud, X., Gonga, D., Comparison of ELM, GANN, WNN and empirical models for estimating reference evapotranspiration in humid region of Southwest China. J. Hydrol. 536 (2016), 376–383.
    • (2016) J. Hydrol. , vol.536 , pp. 376-383
    • Fenga, Y.1    Cuib, N.2    Zhaob, L.3    Hud, X.4    Gonga, D.5
  • 13
    • 84965140695 scopus 로고    scopus 로고
    • Hydrograph estimation with fuzzy chain model
    • Güçlü, Y.S., Şen, Z., Hydrograph estimation with fuzzy chain model. J. Hydrol. 538 (2016), 587–597.
    • (2016) J. Hydrol. , vol.538 , pp. 587-597
    • Güçlü, Y.S.1    Şen, Z.2
  • 14
    • 84925856978 scopus 로고    scopus 로고
    • HARmonic–LINear (HarLin) model for solar irradiation estimation
    • Güçlü, Y.S., Dabanlı, İ., Şişman, E., Şen, Z., HARmonic–LINear (HarLin) model for solar irradiation estimation. Renewable Energy 81 (2015), 209–218.
    • (2015) Renewable Energy , vol.81 , pp. 209-218
    • Güçlü, Y.S.1    Dabanlı, İ.2    Şişman, E.3    Şen, Z.4
  • 15
    • 84908168059 scopus 로고    scopus 로고
    • Solar irradiation estimations and comparisons by ANFIS, Angström-Prescott and dependency models
    • Güçlü, Y.S., Yeleğen, M.Ö., Dabanlı, İ., Şişman, E., Solar irradiation estimations and comparisons by ANFIS, Angström-Prescott and dependency models. Sol. Energy 109 (2014), 118–124.
    • (2014) Sol. Energy , vol.109 , pp. 118-124
    • Güçlü, Y.S.1    Yeleğen, M.Ö.2    Dabanlı, İ.3    Şişman, E.4
  • 16
    • 0016084020 scopus 로고
    • Estimation of potential and crop evapotranspiration
    • Hargreaves, G.H., Estimation of potential and crop evapotranspiration. Trans. ASAE 17 (1974), 701–704.
    • (1974) Trans. ASAE , vol.17 , pp. 701-704
    • Hargreaves, G.H.1
  • 17
    • 0002370669 scopus 로고
    • Reference crop evapotranspiration from temperature
    • Hargreaves, G.H., Samani, Z.A., Reference crop evapotranspiration from temperature. Appl. Eng. Agric. 1:2 (1985), 96–99.
    • (1985) Appl. Eng. Agric. , vol.1 , Issue.2 , pp. 96-99
    • Hargreaves, G.H.1    Samani, Z.A.2
  • 18
    • 0026925677 scopus 로고
    • Self-learning fuzzy controller based on temporal back-propagation
    • Jang, J.S.R., Self-learning fuzzy controller based on temporal back-propagation. IEEE Trans. Neural Networks 3:5 (1992), 714–723.
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.5 , pp. 714-723
    • Jang, J.S.R.1
  • 19
    • 0002313904 scopus 로고
    • Estimating evapotranspiration from solar radiation
    • Jensen, M.E., Haise, H.R., Estimating evapotranspiration from solar radiation. J. Irrig. Drain. Div. ASCE 89 (1963), 15–41.
    • (1963) J. Irrig. Drain. Div. ASCE , vol.89 , pp. 15-41
    • Jensen, M.E.1    Haise, H.R.2
  • 20
    • 84988640078 scopus 로고
    • Evapotranspiration and irrigation water requirements
    • Amer. Soc. Civil Eng. Man. Rep. On Eng. Prac. No. 70, NY.
    • Jensen, M.E., Burman, R.D., Allen, R.G., 1990. Evapotranspiration and irrigation water requirements. Amer. Soc. Civil Eng. Man. Rep. On Eng. Prac. No. 70, NY.
    • (1990)
    • Jensen, M.E.1    Burman, R.D.2    Allen, R.G.3
  • 21
    • 39849084753 scopus 로고    scopus 로고
    • Neural networks and genetic algorithm approach for nonlinear evaporation and evapotranspiration modelling
    • Kim, S., Kim, H.S., Neural networks and genetic algorithm approach for nonlinear evaporation and evapotranspiration modelling. J. Hydrol. 351 (2008), 299–317.
    • (2008) J. Hydrol. , vol.351 , pp. 299-317
    • Kim, S.1    Kim, H.S.2
  • 22
    • 78650734426 scopus 로고    scopus 로고
    • Artificial neural networks approach in evapotranspiration modeling: a review
    • Kumar, M., Raghuwanshi, N.S., Singh, R., Artificial neural networks approach in evapotranspiration modeling: a review. Irrig. Sci. 29 (2011), 11–25.
    • (2011) Irrig. Sci. , vol.29 , pp. 11-25
    • Kumar, M.1    Raghuwanshi, N.S.2    Singh, R.3
  • 23
    • 49449126612 scopus 로고
    • A simple formula for estimating evapotranspiration rates in various climates using temperature data alone
    • Linacre, E.T., A simple formula for estimating evapotranspiration rates in various climates using temperature data alone. Agric. Meteorol. 18 (1977), 409–424.
    • (1977) Agric. Meteorol. , vol.18 , pp. 409-424
    • Linacre, E.T.1
  • 24
    • 0000966725 scopus 로고
    • Testing the Penman formula by means of lysimeters
    • Makkink, G.F., Testing the Penman formula by means of lysimeters. J. Inst. Water Eng. 11:3 (1957), 277–288.
    • (1957) J. Inst. Water Eng. , vol.11 , Issue.3 , pp. 277-288
    • Makkink, G.F.1
  • 25
    • 0016368711 scopus 로고
    • Application of fuzzy algorithms for simple dynamic plant
    • Mamdani, E.H., Application of fuzzy algorithms for simple dynamic plant. Proc. IEEE 121:12 (1974), 1585–1588.
    • (1974) Proc. IEEE , vol.121 , Issue.12 , pp. 1585-1588
    • Mamdani, E.H.1
  • 27
    • 84964765546 scopus 로고    scopus 로고
    • Simulation of temporal variation for reference evapotranspiration under arid climate
    • Mossad, A., Alazba, A., Simulation of temporal variation for reference evapotranspiration under arid climate. Arab. J. Geosci., 9, 2016, 386, 10.1007/s12517-016-2482-y.
    • (2016) Arab. J. Geosci. , vol.9 , pp. 386
    • Mossad, A.1    Alazba, A.2
  • 28
    • 84957790817 scopus 로고
    • Natural evaporation from open water, bare soil and grass
    • Penman, H.L., Natural evaporation from open water, bare soil and grass. Proc. R. Soc. London Series A NATO ASI Ser. 193:1032 (1948), 120–145.
    • (1948) Proc. R. Soc. London Series A NATO ASI Ser. , vol.193 , Issue.1032 , pp. 120-145
    • Penman, H.L.1
  • 29
    • 0002173848 scopus 로고
    • On the assessment of surface heat flux and evaporation using large-scale parameters
    • Priestley, C.H.B., Taylor, R.J., On the assessment of surface heat flux and evaporation using large-scale parameters. Mon. Weather Rev. 100:2 (1972), 81–92.
    • (1972) Mon. Weather Rev. , vol.100 , Issue.2 , pp. 81-92
    • Priestley, C.H.B.1    Taylor, R.J.2
  • 31
    • 84908202852 scopus 로고    scopus 로고
    • Yapay Sinir Ağları İlkeleri (In Turkish)
    • Turkish Water Foundation Publications Istanbul
    • Şen, Z., Yapay Sinir Ağları İlkeleri (In Turkish). 2004, Turkish Water Foundation Publications, Istanbul.
    • (2004)
    • Şen, Z.1
  • 32
    • 78650289914 scopus 로고    scopus 로고
    • Fuzzy Logic and Hydrological Modelling
    • CRC Press Boca Raton
    • Şen, Z., Fuzzy Logic and Hydrological Modelling. 2010, CRC Press, Boca Raton.
    • (2010)
    • Şen, Z.1
  • 33
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi, T., Sugeno, M., Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst.: Man Cybern. 15:1 (1985), 116–132.
    • (1985) IEEE Trans. Syst.: Man Cybern. , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 35
    • 0002048389 scopus 로고
    • An approach toward a rational classification of climate
    • Thornthwaite, C.W., An approach toward a rational classification of climate. Geogr. Rev. 38:1 (1948), 55–94.
    • (1948) Geogr. Rev. , vol.38 , Issue.1 , pp. 55-94
    • Thornthwaite, C.W.1
  • 36
    • 84873097600 scopus 로고    scopus 로고
    • Reference evapotranspiration estimate with limited weather data across a range of mediterranean climates
    • Todorovic, M., Karic, B., Pereira, L.S., Reference evapotranspiration estimate with limited weather data across a range of mediterranean climates. J. Hydrol. 481 (2013), 166–176.
    • (2013) J. Hydrol. , vol.481 , pp. 166-176
    • Todorovic, M.1    Karic, B.2    Pereira, L.S.3
  • 37
    • 62249130774 scopus 로고    scopus 로고
    • Comparison of radial basis function networks and empirical equations for converting from pan evaporation to reference evapotranspiration
    • Trajkovic, S., Comparison of radial basis function networks and empirical equations for converting from pan evaporation to reference evapotranspiration. Hydrol. Process. 23:6 (2009), 874–880.
    • (2009) Hydrol. Process. , vol.23 , Issue.6 , pp. 874-880
    • Trajkovic, S.1
  • 38
    • 0003168082 scopus 로고
    • Evaluation de besoins en eau d'irrigation, ET potentielle
    • Turc, L., Evaluation de besoins en eau d'irrigation, ET potentielle. Ann. Agron. 12 (1961), 13–49.
    • (1961) Ann. Agron. , vol.12 , pp. 13-49
    • Turc, L.1
  • 39
    • 84885083189 scopus 로고    scopus 로고
    • Simplified forms for the standardized FAO-56 Penman-Monteith reference evapotranspiration using limited weather data
    • Valiantzas, J.D., Simplified forms for the standardized FAO-56 Penman-Monteith reference evapotranspiration using limited weather data. J. Hydrol. 505 (2013), 13–23.
    • (2013) J. Hydrol. , vol.505 , pp. 13-23
    • Valiantzas, J.D.1
  • 40
    • 34248666540 scopus 로고
    • Fuzzy sets
    • Zadeh, L.A., Fuzzy sets. Inf. Control 8:3 (1965), 338–353.
    • (1965) Inf. Control , vol.8 , Issue.3 , pp. 338-353
    • Zadeh, L.A.1
  • 41
    • 84920999730 scopus 로고    scopus 로고
    • Step by Step Calculation of the Penman-Monteith Evapotranspiration (FAO-56 Method)
    • Document number: AE459, Agricultural and Biological Engineering Department, University of Florida, IFAS
    • Zotarelli, L., Dukes, M.D., Romero, C.C., Migliaccio, K.W., Morgan, K.T., 2015. Step by Step Calculation of the Penman-Monteith Evapotranspiration (FAO-56 Method). Document number: AE459, Agricultural and Biological Engineering Department, University of Florida, IFAS (http://edis.ifas.ufl.edu).
    • (2015)
    • Zotarelli, L.1    Dukes, M.D.2    Romero, C.C.3    Migliaccio, K.W.4    Morgan, K.T.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.