메뉴 건너뛰기




Volumn 99, Issue , 2013, Pages 176-185

Artificial neural networks vs. Gene Expression Programming for estimating outlet dissolved oxygen in micro-irrigation sand filters fed with effluents

Author keywords

Artificial neural networks; Clogging; Dissolved oxygen; Drip irrigation; Gene Expression Programming; K Fold testing

Indexed keywords

DISSOLVED OXYGEN; EFFLUENTS; IRRIGATION; NEURAL NETWORKS; WATER POLLUTION; WATER QUALITY;

EID: 84885449717     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2013.08.016     Document Type: Article
Times cited : (72)

References (39)
  • 2
    • 84856063691 scopus 로고    scopus 로고
    • Two innovative devices for depth sampling in granular filtration system
    • Belkin N., Bar-Zeev E., Berman T., Berman-Frank I. Two innovative devices for depth sampling in granular filtration system. Desalination 2012, 286:115-119.
    • (2012) Desalination , vol.286 , pp. 115-119
    • Belkin, N.1    Bar-Zeev, E.2    Berman, T.3    Berman-Frank, I.4
  • 3
    • 0027242076 scopus 로고
    • Bioremediation of organic compounds - putting microbial metabolism to work
    • Bouwer E.J., Zehnder A.J.B. Bioremediation of organic compounds - putting microbial metabolism to work. Trends in Biotechnology 1993, 11(8):360-367.
    • (1993) Trends in Biotechnology , vol.11 , Issue.8 , pp. 360-367
    • Bouwer, E.J.1    Zehnder, A.J.B.2
  • 5
    • 34248348207 scopus 로고    scopus 로고
    • Recycling of poor quality urban wastewater by drip irrigation system
    • Capra A., Scicolone B. Recycling of poor quality urban wastewater by drip irrigation system. Journal of Cleaner Production 2007, 15(16):1529-1534.
    • (2007) Journal of Cleaner Production , vol.15 , Issue.16 , pp. 1529-1534
    • Capra, A.1    Scicolone, B.2
  • 8
    • 84862762570 scopus 로고    scopus 로고
    • Effectiveness of sand media filters for removing turbidity and recovering dissolved oxygen from a reclaimed effluent used for micro-irrigation
    • Elbana M., Ramírez de Cartagena F., Puig-Bargués J. Effectiveness of sand media filters for removing turbidity and recovering dissolved oxygen from a reclaimed effluent used for micro-irrigation. Agricultural Water Management 2012, 111:27-33.
    • (2012) Agricultural Water Management , vol.111 , pp. 27-33
    • Elbana, M.1    Ramírez de Cartagena, F.2    Puig-Bargués, J.3
  • 9
    • 10644274066 scopus 로고    scopus 로고
    • Gene expression programming in problem solving
    • 6th Online World Conference on Soft computing in Industrial Applications (Invited Tutorial).
    • Ferreira, C., 2001a. Gene expression programming in problem solving. In: 6th Online World Conference on Soft computing in Industrial Applications (Invited Tutorial).
    • (2001)
    • Ferreira, C.1
  • 10
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: a new adaptive algorithm for solving problems
    • Ferreira C. Gene expression programming: a new adaptive algorithm for solving problems. Complex Systems 2001, 13(2):87-129.
    • (2001) Complex Systems , vol.13 , Issue.2 , pp. 87-129
    • Ferreira, C.1
  • 12
    • 77952110711 scopus 로고    scopus 로고
    • A heuristic approach to predicting water beetle diversity in temporary and fluctuating waters
    • Gutiérrez-Estrada J.C., Bilton D.T. A heuristic approach to predicting water beetle diversity in temporary and fluctuating waters. Ecological Modelling 2010, 221:1451-1462.
    • (2010) Ecological Modelling , vol.221 , pp. 1451-1462
    • Gutiérrez-Estrada, J.C.1    Bilton, D.T.2
  • 13
    • 34547838136 scopus 로고    scopus 로고
    • Monthly catch forecasting of anchovy Engraulis ringens in the north area of Chile: Non-linear univariate approach
    • Gutiérrez-Estrada J.C., Silva C., Yáñez E., Rodríguez N., Pulido-Calvo I. Monthly catch forecasting of anchovy Engraulis ringens in the north area of Chile: Non-linear univariate approach. Fisheries Research 2007, 86:188-200.
    • (2007) Fisheries Research , vol.86 , pp. 188-200
    • Gutiérrez-Estrada, J.C.1    Silva, C.2    Yáñez, E.3    Rodríguez, N.4    Pulido-Calvo, I.5
  • 14
    • 40649085148 scopus 로고    scopus 로고
    • Estimating fish community diversity from environmental features in the Tagus estuary (Portugal): multiple linear regression and artificial neural network approaches
    • Gutiérrez-Estrada J.C., Vasconcelos R., Costa M.J. Estimating fish community diversity from environmental features in the Tagus estuary (Portugal): multiple linear regression and artificial neural network approaches. Journal of Applied Ichthyology 2008, 24:150-162.
    • (2008) Journal of Applied Ichthyology , vol.24 , pp. 150-162
    • Gutiérrez-Estrada, J.C.1    Vasconcelos, R.2    Costa, M.J.3
  • 15
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt Algorithm
    • Hagan M.T., Menhaj M.B. Training feedforward networks with the Marquardt Algorithm. IEEE Transaction on Neural Networks 1994, 5(6):989-993.
    • (1994) IEEE Transaction on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2
  • 19
    • 78650734426 scopus 로고    scopus 로고
    • Artificial neural networks in evapotranspiration modelling: a review
    • Kumar M., Raghuwanshi N.S., Singh R. Artificial neural networks in evapotranspiration modelling: a review. Irrigation Science 2011, 1(1):11-25.
    • (2011) Irrigation Science , vol.1 , Issue.1 , pp. 11-25
    • Kumar, M.1    Raghuwanshi, N.S.2    Singh, R.3
  • 20
    • 0033578393 scopus 로고    scopus 로고
    • Predicting fish yield of African lakes using neural networks
    • Laë R., Lek S., Moreau J. Predicting fish yield of African lakes using neural networks. Ecological Modelling 1999, 120:325-335.
    • (1999) Ecological Modelling , vol.120 , pp. 325-335
    • Laë, R.1    Lek, S.2    Moreau, J.3
  • 21
    • 2342456466 scopus 로고    scopus 로고
    • Simulation of nitrate distribution under drip irrigation using artificial neural networks
    • Li J., Yoder R.E., Odhiambo L.O., Zhang J. Simulation of nitrate distribution under drip irrigation using artificial neural networks. Irrigation Science 2004, 23(1):29-37.
    • (2004) Irrigation Science , vol.23 , Issue.1 , pp. 29-37
    • Li, J.1    Yoder, R.E.2    Odhiambo, L.O.3    Zhang, J.4
  • 23
    • 78649320976 scopus 로고    scopus 로고
    • Improvement of temperature-based ANN models for solar radiation estimation through exogenous data assistance
    • Martí P., Gasque M. Improvement of temperature-based ANN models for solar radiation estimation through exogenous data assistance. Energy Conversion and Management 2011, 52(2):990-1003.
    • (2011) Energy Conversion and Management , vol.52 , Issue.2 , pp. 990-1003
    • Martí, P.1    Gasque, M.2
  • 25
    • 79954611118 scopus 로고    scopus 로고
    • Assessment of a 4-input artificial neural network for reference evapotranspiration estimation through data set scanning procedures
    • Martí P., Manzano J., Royuela A. Assessment of a 4-input artificial neural network for reference evapotranspiration estimation through data set scanning procedures. Irrigation Science 2011, 3:181-195.
    • (2011) Irrigation Science , vol.3 , pp. 181-195
    • Martí, P.1    Manzano, J.2    Royuela, A.3
  • 26
    • 84872125421 scopus 로고    scopus 로고
    • An artificial neural network approach to the estimation of stem water potential from frequency domain reflectometry soil moisture measurements and meteorological data
    • Martí P., Gasque M., González-Altozano P. An artificial neural network approach to the estimation of stem water potential from frequency domain reflectometry soil moisture measurements and meteorological data. Computers and Electronics in Agriculture 2013, 91(2):75-86.
    • (2013) Computers and Electronics in Agriculture , vol.91 , Issue.2 , pp. 75-86
    • Martí, P.1    Gasque, M.2    González-Altozano, P.3
  • 27
    • 84885448719 scopus 로고    scopus 로고
    • Matlab. Users' Manual Version 7.4.0 R2007a The MathWorks Inc.
    • Natick, MA
    • Matlab, 2007. Users' Manual Version 7.4.0 R2007a The MathWorks Inc., Natick, MA.
    • (2007)
  • 29
    • 83955165248 scopus 로고    scopus 로고
    • Prediction by neural networks of filtered volume and outlet parameters in micro-irrigation sand filters using effluents
    • Puig-Bargués J., Duran-Ros M., Arbat G., Barragán J., Ramírez de Cartagena F. Prediction by neural networks of filtered volume and outlet parameters in micro-irrigation sand filters using effluents. Biosystems Engineering 2012, 111(1):126-132.
    • (2012) Biosystems Engineering , vol.111 , Issue.1 , pp. 126-132
    • Puig-Bargués, J.1    Duran-Ros, M.2    Arbat, G.3    Barragán, J.4    Ramírez de Cartagena, F.5
  • 31
    • 82955233743 scopus 로고    scopus 로고
    • Heuristic modeling of the water resources management in the Guadalquivir River Basin, Southern Spain
    • Pulido-Calvo I., Gutiérrez-Estrada J.C., Savic D. Heuristic modeling of the water resources management in the Guadalquivir River Basin, Southern Spain. Water Resources Management 2012, 26:185-209.
    • (2012) Water Resources Management , vol.26 , pp. 185-209
    • Pulido-Calvo, I.1    Gutiérrez-Estrada, J.C.2    Savic, D.3
  • 32
    • 33748628070 scopus 로고    scopus 로고
    • The effect of physical properties of soilless media on plant performance - a review
    • Raviv M., Wallach R., Blom T.J. The effect of physical properties of soilless media on plant performance - a review. Acta Horticulturae 2004, 664:251-259.
    • (2004) Acta Horticulturae , vol.664 , pp. 251-259
    • Raviv, M.1    Wallach, R.2    Blom, T.J.3
  • 34
    • 84855193767 scopus 로고    scopus 로고
    • Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)
    • Shiri J., Kisi O., Landeras G., Lopez J.J., Nazemi A.H., Stuyt L.C.P.M. Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain). Journal of Hydrology 2012, 414-415:302-316.
    • (2012) Journal of Hydrology , pp. 302-316
    • Shiri, J.1    Kisi, O.2    Landeras, G.3    Lopez, J.J.4    Nazemi, A.H.5    Stuyt, L.C.P.M.6
  • 35
    • 84891740394 scopus 로고    scopus 로고
    • Evaluation of gene expression programming approaches for estimating daily pan evaporation through spatial and temporal data scanning
    • Shiri J., Martí P., Singh V.P. Evaluation of gene expression programming approaches for estimating daily pan evaporation through spatial and temporal data scanning. Hydrological Processes 2013, 10.1002/hyp.9669.
    • (2013) Hydrological Processes
    • Shiri, J.1    Martí, P.2    Singh, V.P.3
  • 36
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • Stone M. Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society: Series B 1974, 36:111-147.
    • (1974) Journal of the Royal Statistical Society: Series B , vol.36 , pp. 111-147
    • Stone, M.1
  • 38
    • 33947251803 scopus 로고    scopus 로고
    • Artificial neural network approaches to one-step weekly prediction of Dinophysis acuminata blooms in Huelva (Western Andalucía, Spain)
    • Velo-Suárez L., Gutiérrez-Estrada J.C. Artificial neural network approaches to one-step weekly prediction of Dinophysis acuminata blooms in Huelva (Western Andalucía, Spain). Harmful Algae 2007, 6:361-371.
    • (2007) Harmful Algae , vol.6 , pp. 361-371
    • Velo-Suárez, L.1    Gutiérrez-Estrada, J.C.2
  • 39
    • 56549129204 scopus 로고    scopus 로고
    • Comparing ensemble and cascaded neural networks that combine biotic and abiotic variables to predict insect species distribution
    • Watts M.J., Worner S.P. Comparing ensemble and cascaded neural networks that combine biotic and abiotic variables to predict insect species distribution. Ecological Modelling 2008, 3:354-366.
    • (2008) Ecological Modelling , vol.3 , pp. 354-366
    • Watts, M.J.1    Worner, S.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.