The U.S. Environmental Protection Agency is developing a third-generat
ion modeling system, termed Models-3. This paper provides an overview
of the concepts behind this effort. The modeling challenge is large an
d is addressed at two main user groups, regulatory analysts and scient
ists. New technology and tools from the federal High Performance Compu
ting and Communications Program present an opportunity to effectively
address computational constraints and the modeling challenge, simultan
eously. Two goals of the Advanced Air Quality Modeling Project are (1)
provide an effective decision support system and (2) provide a framew
ork to support the evolvement of models and modeling systems. The info
rmation needed for a decision support system is described and its elem
ents are defined. The need to be able to significantly evolve the air
quality models is discussed next, followed by the presentation of a ge
neral software approach for avoiding modeling system obsolescence, In
the final section, key modeling considerations and target capabilities
are outlined to show the directions being undertaken to initiate Mode
ls-3. Copyright (C) 1996 Published by Elsevier Science Ltd