REPORT FROM ISAS 10/20/91 (1153 JST) L. Acton Tremendous progress is being made on the reformatting and analysis software front. The other night Mons, with Jim's help, thoroughly reorganized the directory structure in our analysis system in a way that will probably serve us well. These guys are simply amazing in their understanding of what will work well for powerful data analysis. Such skills are as fundamental as differential equations to modern experimental science. Anyone interested in the nitty-gritty can ask and I'll be happy to send Mons' recent memos on the reorganization. This whole experience has given me a good "lessons learned" I'd like to share. The program plan for an experiment like SXT needs a lot of very careful thought given to reformatted file structures pre-launch to assure that the important information needed for analysis is gathered in such a way as to make the finding of data efficient in a multiple dimensional search space. Constructing such a framework and testing it on simulated or test data in advance is crucial. Then post-launch put the creators of the plan together in an intense post-launch environment with users, like me, and commence the process of finishing and polishing the plan. Dumb users uncover all kinds of needs that are not recognized by the experts. It is foolish to think that the pre-launch software plans will be right, no matter how much effort and $ are spent on them. There is a certain level of pre-launch work which is appropriate--beyond this you are wasting $ and getting locked into something which will not be right. Finally, the use of a bottom up approach in software module developement (building basic modules for data access/analysis first and stringing them together as time progresses, all within a clearly defined framework of file identifiers, etc) gives access and power at a low level immediately. Last but not least, choose a powerful software system (in our case IDL) and build the system within it. The user friendly and intuitive IDL capabilities give tremendous analysis power right away. And, oh yes, for goodness sakes do not skimp on the analysis hardware--try to have it largely in place and strung together pre-launch so you are not trying to do everything at once. Buying equipment on gov't contract is a very time consuming process. And when you do buy, buy POWER. The most precious resource, in the end, is scientist time (also the most expensive!). It is wasteful for people to wait for the computers to catch up and for people to wait for the availability of a seat at a workstaton. Enough already! Last night I looked at a very interesting flaring active region at around 1100 UT on 10/17/91. There was a cluster of loops in a "rosette' arrangement around a sunspot. Flare activity was going on with large structure amongst the loops and lots of tiny flares occuppying only a few full resolution (2.5 arcsec) pixels popping off continually in the dark center of the rosette. Simply beautiful! Cheers, Loren Acton