52
Views
8
CrossRef citations to date
0
Altmetric
Original Articles

Modeling pesticide leaching from golf courses using artificial neural networks

, , , &
Pages 3093-3106 | Published online: 11 Nov 2008

References

  • Abdul Aziz , A.R. and Wong , K.V. 1992 . A neural‐network approach to the determination of aquifer parameters . Ground Water J. , 30 (2) : 164 – 166 .
  • Basheer , I.A. and Najjar , Y.M. 1994 . Designing and analyzing fixed‐bed adsorption systems with artificial neural networks . J. Environ. Syst. , 24 (3) : 291 – 312 .
  • Basheer , I. A. and Najjar , Y.M. 1995 . Estimating hydraulic conductivity of compacted clay liners . J. Geotech. Eng. , 120 : 675 – 676 .
  • Basheer , I. A. , Najjar , Y.M. and Swartz , S.E. Predicting the permeability of compacted clay using an artificial neural network . Proceedings of the 1994 Artificial Neural Network in Engineering Conference . Nov. 13–16 , St. Louis , MO . pp. 1161 – 1166 .
  • Basheer , I. A. , Reddi , L.N. and Najjar , Y.M. 1996 . Site characterization using neuronets: An application to the landfill siting problem . Ground Water J. , 34 (4) : 610 – 617 .
  • Chao , L.C. and Skibniewski , M.J. 1994 . Estimating construction productivity: Neural‐network‐based approach . J. Computing in Civil Eng. , 8 (2) : 234 – 251 .
  • Fausett , L. 1994 . Fundamentals of neural networks architecture, algorithms, and applications , Englewood Cliffs , NJ : Prentice Hall .
  • Flood , I. and Kartam , N. 1994a . Neural networks in civil engineering. I. Principles and understanding . J. Computing in Civil Eng. , 8 (2) : 131 – 148 .
  • Flood , Land and Kartam , N. 1994b . Neural networks in civil engineering. II. Principles and understanding . J. Computing in Civil Eng. , 8 (2) : 149 – 162 .
  • Gagarin , N. , Flood , I. and Albert , P. 1994 . Computing truck attributes with artificial neural networks . J. Computing in Civil Eng. , 8 (2) : 131 – 148 .
  • Garrett , J.H. Jr. , Ghaboussi , J. and Wu , X. 1992a . “ Neural networks ” . In Expert Systems for Civil Engineers , Edited by: Allen , R. 104 – 143 . Reston , VA : American Society of Civil Engineers .
  • Garrett , J.H. Jr. , Ranjitham , S. and Eheart , J.W. 1992b . “ Application of neural network to groundwater remediation ” . In Expert Systems for Civil Engineers , Edited by: Allen , R. 259 – 269 . Reston , VA : American Society of Civil Engineers .
  • Ghaboussi , J. , Garrett , J.H. Jr. and Wu , X. Material modeling with neural applications . Proceedings of the International Conference on Numerical Methods in Engineering: Theory and Applications . Swansea , United Kingdom. pp. 701 – 717 .
  • Ghaboussi , J. , Garrett , J.H. Jr. and Wu , X. 1991 . Knowledge‐based modeling of material behavior with neural networks . J. Eng. Mechanics , 117 (1) : 132 – 153 .
  • Ghaboussi , J. , Sidarta , D.J. and Lade , P.V. Neural network based modeling in geomechanics . Proceedings of the Eighth International Conference on Computer Methods and Advances in Geomechanics . Morgantown , WV . pp. 153 – 164 .
  • Goh , A.T.C. 1994 . Seismic liquefaction potential assessed by neural networks . J. Geotech. Eng. , 120 : 1467 – 1480 .
  • Gustafson , D.I. 1993 . Pesticides in Drinking Water , New York , NY : Van Nostrand Reinhold .
  • Hecht‐Nielsen , R. 1990 . Neurocomputing , Reading , MA : Addison‐Wesley Publishing Company, Inc. .
  • Hertz , J. , Krogh , A. and Palmer , R.G. 1991 . Introduction to the Theory of Neural Computation , Redwood , CA : Addison Wesley .
  • Kartalopoulos , S.V. 1996 . Understanding Neural Networks and Fuzzy Logic , Piscataway , NJ : IEEE Press .
  • Karunanithi , N. , Gernney , W.J. , Whitley , D. and Bovee , K. 1994 . Neural networks for river flow prediction . J. Computing in Civil Eng. , 8 (2) : 201 – 221 .
  • Lee , C. and Sterling , R. 1992 . Identifying probable failure modes for underground openings using a neural network . Int. J. Rock Mech. Min. Sci. Geomech. Abstr. , 29 : 49 – 67 .
  • Medsker , L.R. 1994 . Hybrid Neural Network and Expert Systems , Boston , MA : Kluwer Academic Publishers .
  • Najjar , Y.M. and Basheer , I.A. 1996 . Utilizing computational neural networks for evaluating the permeability of compacted clay liners . Geotech. Geol. Eng. Int. J. , 14 (3) : 193 – 212 .
  • Penumadu , D. 1993 . Strain rate effects in pressuremeter testing and neural network approach for soil modeling , Atlanta , GA : Georgia Institute of Technology . Ph.D. dissertation
  • Rizzo , D.M. and Dougherty , D.E. 1994 . Characterization of aquifer properties using artificial networks: Neural kriging . Water Resources Res. , 30 (2) : 483 – 497 .
  • Rogers , J.L. 1994 . Simulating structural analysis with neural network . J. Computing in Civil Eng. , 8 (2) : 252 – 265 .
  • Rogers , L.L. and Dowula , F.U. 1994 . Optimization of groundwater remediation using artificial neural networks with parallel solute transport modeling . Water Resources Res. , 30 (2) : 457 – 481 .
  • Simpson , P.K. 1990 . Artificial Neural Systems: Foundations, Paradigms, Applications and Implementations , New York , NY : Pergamon Press .
  • Starrett , S.K. , Christians , N.E. and Austin , T.A. 1995a . Fate of amended urea in turfgrass biosystems . Commun. Soil Sci. Plant Anal. , 26 : 1595 – 1606 .
  • Starrett , S.K. , Christians , N.E. and Austin , T.A. 1995b . Fate of nitrogen applied to turfgrass covered soil columns . J. Irrig. Drainage Eng. , 121 (6) : 390 – 395 .
  • Starrett , S.K. , Christians , N.E. and Austin , T.A. 1996a . Comparing dispersivities and soil chloride concentrations of turfgrass covered undisturbed and disturbed soil columns . J. Hydrol. , 180 : 21 – 29 .
  • Starrett , S.K. , Christians , N.E. and Austin , T.A. 1996b . Movement of pesticides under two irrigation regimes applied to turfgrass . J. Environ. Qual. , 25 : 566 – 571 .
  • Starrett , S.K. , Starrett , S.K. and Adams , G.L. 1997 . Using artificial neural networks and regression to predict percentage of applied nitrogen leached under turfgrass . Commun. Soil Sci. Plant Anal. , 28 : 497 – 507 .
  • Wang , L. and Feng , X. Comprehensive classification of rock stability, blastability and drillability based on neural networks . Proc. 34th U.S. Symp. Rock Mechanics . Madison , WI . Vol. 2 , pp. 741 – 744 .
  • Wauchope , R.D. , Buttler , T.M. , Hornsby , A.G. , Augustijn‐Beckers , P.W.M. and Burt , J.P. 1992 . “ The SCS/ARS/CES pesticide properties database for environmental decision‐making ” . In Reviews of Environmental Contamination and Toxicology , Edited by: Ware , G.W. Vol. 123 , 1 – 35 . New York , NY : Springer‐Verlag .
  • Werbos , P.J. 1994 . The Roots of Back propagation from Ordered Derivatives to Neural Networks and Political Forecasting , New York , NY : John Wiley and Sons .
  • Corresponding author (e‐mail address: [email protected]).

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.