Emerging Technologies for Hydrologic and Water Quality Modeling Research

During the past two decades there has been a dramatic increase in the development and application of hydrologic and water quality models to evaluate complex environmental processes and to assess nonpoint source pollution of soil and water resources. Recognizing that advancements in modeling continue to be driven by developments in computer technology, it is worthwhile to examine some of the current and emerging computer technologies that hold great promise for advancing the use of hydrologic and water quality models. An attempt is made to forecast and briefly discuss the impact that technologies such as geographic information systems, global positioning systems, and scientific visualization will have on the future of hydrologic and water quality modeling. Forecasting is a very risky business, not because of our chronic inability to predict what will happen in the future but also because such speculation raises questions about what we modelers and model users desire and value. The thesis of this article is that some current and most of the emerging technologies will facilitate development and widespread use of hydrologic and water quality models for water resources management and decision making in the future.

[1]  James C. I. Dooge,et al.  Hydrology past and present , 1988 .

[2]  M. Goodchild,et al.  Environmental Modeling with GIS , 1994 .

[3]  Douglass B. Lee Requiem for Large-Scale Models , 1973 .

[4]  L SmithRichard,et al.  Benefits of animation in the simulation of a machinign and assembly line , 1987 .

[5]  Antonio Guasch Object Oriented Simulation , 1990 .

[6]  Baxter E. Vieux,et al.  Geographic information systems and non‐point source water quality and quantity modelling , 1991 .

[7]  C. T. Haan,et al.  Hydrologic Modeling With GIS: An Overview , 1990 .

[8]  Daniel G. Bobrow,et al.  Object-Oriented Programming: Themes and Variations , 1989, AI Mag..

[9]  W. Lechner,et al.  Global Navigation Satellite Systems (GNSS) , 1994 .

[10]  U. S. Tim,et al.  Evaluating Agricultural Nonpoint-Source Pollution Using Integrated Geographic Information Systems and Hydrologic/Water Quality Model , 1994 .

[11]  Alistair Sutcliffe,et al.  Human-Computer Interface Design , 1988, Macmillan Computer Science Series.

[12]  Udoyara S. Tim,et al.  Interactive water quality modeling within a GIS environment , 1994 .

[13]  N. D. Stone,et al.  Object-oriented simulation: plant growth and discrete organ to organ interactions , 1991 .

[14]  Barr and Feigenbaum Edward A. Avron,et al.  The Handbook of Artificial Intelligence , 1981 .

[15]  A. Crowe,et al.  Expres: An expert system for assessing the fate of pesticides in the subsurface , 1992, Environmental monitoring and assessment.

[16]  Bruce C. Buchanan,et al.  Expert Systems , 1988, J. Autom. Reason..

[17]  Richard E. Plant,et al.  Knowledge Based Systems in Agriculture , 1991 .

[18]  Z. Kulpa Review of "Smalltalk-80: The Language and its Implementation by A. Goldberg, and D. Robson", Addison-Wesley Publ., Co., 1983, 0-201-11371-6 , 1985, COMG.

[19]  Peter J. Denning,et al.  The science of computing—expert systems , 1986 .

[20]  V. Novotny,et al.  Water Quality: Prevention, Identification and Management of Diffuse Pollution , 1996 .

[21]  David Robson,et al.  Smalltalk-80: The Language and Its Implementation , 1983 .

[22]  Brad J. Cox,et al.  Object-oriented programming ; an evolutionary approach , 1986 .

[23]  U. Sunday Tim,et al.  Coupling Vadose Zone Models with GIS: Emerging Trends and Potential Bottlenecks , 1996 .

[24]  Bill Batchelor Models as metaphors: The role of modeling in pollution prevention , 1994 .

[25]  David C.-L. Lam,et al.  Watershed acidification models using the knowledge-based systems approach , 1989 .

[26]  W. Green Studies in soil physics : I. The flow of air and water through soils , 1911 .

[27]  C. J. Crosby,et al.  A simulation modeling tool for nitrogen dynamics using object-oriented progamming. , 1990 .

[28]  Gene E Willeke Geographic Information Systems and Water Resources , 1992 .

[29]  S. Mostaghimi,et al.  IDENTIFICATION OF CRITICAL NONPOINT POLLUTION SOURCE AREAS USING GEOGRAPHIC INFORMATION SYSTEMS AND WATER QUALITY MODELING , 1992 .

[30]  V. O. Shanholtz,et al.  A geographic information system for targeting nonpoint- source agricultural pollution , 1988 .

[31]  Tim Johnson The Commercial Application of Expert Systems Technology , 1984, Knowl. Eng. Rev..

[32]  R. Young,et al.  AGNPS: A nonpoint-source pollution model for evaluating agricultural watersheds , 1989 .

[33]  Albert Rango,et al.  Application of remote sensing methods to hydrology and water resources , 1994 .

[34]  Kurt Fedra Models, GIS, and expert systems: integrated water resources models , 1994 .

[35]  Raghavan Srinivasan,et al.  A spatial decision support system for assessing agricultural nonpoint source pollution , 1994 .

[36]  Raghavan Srinivasan,et al.  INTEGRATION OF A BASIN‐SCALE WATER QUALITY MODEL WITH GIS , 1994 .

[37]  Stephen J. Burges,et al.  Trends and directions in hydrology , 1986 .

[38]  Douglas B. Lenat,et al.  Knowledge-based systems in artificial intelligence , 1981 .

[39]  Jeffrey G. Arnold,et al.  Application of geographic information systems in hydrology and water resources management: K. Kovar and H.P. Nachtnebel (editors), Institute of Hydrology, Wallingford, UK, 1993, 694 + xii pp., US$ 80.00, ISBN 0-947571-48-5 , 1995 .

[40]  Michael F. Goodchild,et al.  GIS and hydrologic modeling. , 1993 .

[41]  Peter A. Burrough,et al.  Matching spatial databases and quantitative models in land resource assessment , 1989 .

[42]  Grady Booch,et al.  Object-Oriented Design with Applications , 1990 .

[43]  Adele Goldberg,et al.  SmallTalk 80: The Language , 1989 .

[44]  W. G. Knisel,et al.  GLEAMS: Groundwater Loading Effects of Agricultural Management Systems , 1987 .

[45]  Charles A. Pratt Use of models for water resources management, planning, and policy , 1982 .

[46]  Jonathan Grudin,et al.  The case against user interface consistency , 1989, CACM.