The use of scientific investigation tools for education is receiving c
onsiderable attention as a result of an increased emphasis in the educ
ational community on open-ended inquiry. The scientific community poss
esses a treasure trove of tools that could be adapted for use by learn
ers. Scientific visualization technologies, in particular, offer great
promise for education because of the way they use visual representati
ons to Facilitate exploration of complex data. However, the tools that
are used by scientists are inappropriate for learners because of thei
r reliance on the tacit knowledge of expert users. Through a careful c
onsideration of the differences between scientists and science student
s and the design of a series of scientific visualization environments
for learners in grades 8-16, we have developed a design framework for
the creation of scientific investigation tools based on those of scien
tists. The framework highlights five critical issues for the construct
ion of tools to support inquiry-based learning: motivating context, le
arner-appropriate activities, data selection, scaffolding interfaces a
nd support for learning. We have applied this framework to the design
of ClimateWatcher, a scientific visualization environment for the inve
stigation of issues related to global climate and climate change that
is now in use in middle school, high school and university settings. (
C) 1998 Elsevier Science Ltd. All rights reserved.