I saw this really interesting article in an email update I received from the magazine sister publication for the journal
Science, url:
https://www.sciencemag.org/news/2018/11/just-12-days-world-gets-half-its-annual-rainfall?utm_campaign=news_weekly_2018-11-16&et_rid=300642751&et_cid=2493410
Geophysical researchers sampled 185 weather stations all over the world (they kept their observations to sites within 50 degrees of equator for satellite accuracy/calibration reasons I don't understand, but that captures where almost all of us live anyhow). Interestingly, even though we think of some locations/climates receiving rain much more evenly throughout the year (e.g. here where I am in NJ and in the northeast US generally), versus more seasonal variation (Oct-March constant drizzle in the Northwest, or summer monsoons in the Southwest), the researchers found that consistently, on average across all sites, 50% of the entire year's rainfall occurs on just 12 days. This still does vary by region, where from the maps (the study doesn't show the data for each individual site, unfortunately) it looks like the SW gets half in maybe 6 or so days, while here in NJ I probably get half in about 16 - 20 days. This might not be a big finding for folks in dry climates, who are used to designing their systems to catch large, one-off rains, but might be more surprising for folks who design for a more even distribution of rain.
There could be a good "when it rains, it poors" (WIRIP) rule of thumb here for selecting cistern size, where you'd divide your annual rainfall by 2, then divide that product by the number of days to get to half for your area. So for my area, 44 inches/2 = 22 inches. 22 in./16 days = 1.375 inches/day. So I'd design for about a 1.4 inch rainfall. Of course, if you want to catch every drop, the paper also found that, on average across all sites, the rainiest single day of the year accounted for 8% of rainfall. For me that'd be 44*0.08 = 3.52 inches. But that's probably over-engineering for me. Still, catching optimal amounts of rainfall can be important, especially if you're doing Jeavons-style biointensive raised bed growing that requires more irrigation.
Another important thing would be knowing how the rainy days actually cluster. It could be very possible, based on observations of weather in my area, that several of these rainiest 12 days occur within a day or two of each other. If folks are interested, I could reach out to the researchers to see if they'd provide their cleaned data, but it will probably require statistical software to view/process it.