1/ The rebreathed fraction of air is the fraction of air that one inhales that came out of the collective respiratory systems of others in an indoor space. If a rebreathed fraction is 0.05 (a high value), every breath you take contains 5% of the collective breath of others.
2/ An important parameter is the average rebreathed fraction while you are in a space with others. The average rebreathed fraction (f) can be determined using CO2 measurements as f = (Cavg - Cout)/Cbreath.
3/ Cbreath is the CO2 concentration exhaled and is approximately 38,000 ppm (some variation with diet, etc.). Cavg is the average indoor CO2 concentration during the time you are in an indoor space in ppm, and Cout is the CO2 concentration outdoors in ppm.
4/ ppm stands for parts per million and is the number of moles (or liters) of CO2 per million moles (or liters) of air. So, if Cavg = 800 ppm and Cout = 410 ppm, then
f = (800 - 410)/38000 = 0.01 (or a rebreathed percentage of 1%).
5/ The critical rebreathed fraction (fc) is the maximum allowable rebreathed fraction to keep the number of disease cases for an indoor event to less than 1. estimating fc provides insight into the maximum acceptable CO2 concentration in the indoor space.
6/ For an indoor space with more than 30 occupants and a SINGLE infector, the critical rebreathed fraction is approximately fc = 1/(qt), where q is the quanta generation rate (1/hr) and t is the amount of time spent in the space with an infector (hr).
7/ Quanta generation rates vary by infectious agent and infector (see @jljcolorado for ranges of values for SARS-CoV-2). For Restaurant X in China I estimated q for the infector between about 60 - 200/hr, and so use 130/hr here as an EXAMPLE (emphasized).
8/ At q = 130/hr and 75 minutes (1.25 hours) of exposure, fc is approximately 1/(130*1.25) = 0.0062. Now set fc = (Cavg - Cout)/Cbreath yields (Cavg - Cout) = 38,000 x 0.0062 = 236 ppm. If Cout = 410 ppm, then maximum acceptable Cavg = 410 + 236 = 646 (approximately 650 ppm).
9/ The acceptable average indoor CO2 concentration depends on the quanta generation rate (related to infectiousness of virus and degree of emissions from infector) and exposure time in the environment.
10/ Note that this analysis is only for a well-mixed far-field (not near field or close contact), does not account for engineering controls of virus-laden aerosols, and assumes only one infector in the indoor space.
11/ The analysis is based on the Rudnick-Milton model, which I have used extensively (w/ revisions to allow for engineering controls and a wider range of occupancy) to estimate protective measures for classrooms @Portland_State.
12/ I will be posting some hand-written notes from previous courses that I taught at UT Austin. In case you'd like to download a more detailed analysis these notes will be at corsiaq.com. Notes on several other relevant topics will be posted as well.

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More from @CorsIAQ

13 Oct
1/ Important tweet by @linseymarr.

Aerobic activities in gyms are a bad idea during this pandemic, and it is difficult to get risk down to what I believe are acceptable levels. Results of a gym simulation I did several months ago are shown here w/ specs next .... Image
2/ In this simulation I used Infector X in a restaurant in China with a significant outbreak of COVID-19. By analyzing metadata for the restaurant it is possible to ask the following question ... more ...
3/ If infector X is placed in a gym as a staff member, how much volume of virus laden aerosols would someone in the gym inhale relative to those who were infected in Restaurant X? The value "omega" on the vertical axis shows this ratio for different conditions. more ..
Read 6 tweets
12 Oct
1/ Starting to post hand-written notes and (soon) slide presentations for undergraduate and graduate indoor air quality and exposure science courses that I taught at UT Austin for decades. At corsiaq.com under teaching. Will take awhile to populate. More ....
2/ I almost always provided handwritten notes to students well in advance of class meetings. The "blank" sections were for problems or derivations that I did on the board so that students could write in the notes I provided during lecture. More ...
3/ Some notes are admittedly "cleaner" than others. You can tell by the handwriting when I was up until 3 a.m.!

These notes are primarily intended for fellow academics who might be developing such courses, but might also be of interest to others who wish to know more about ...
Read 5 tweets
9 Oct
1/ At very beginning of this pandemic (late February/early March) we placed CO2 monitors w/ data loggers in several locations of the library @Portland_State, counted occupants on several floors, and flux in/out of the library to get an average time of approximately 2 hrs/visit.
2/ We used the data to determine the average rebreathed fraction of air on floors & occupancy numbers & average occupancy time to estimate reproductive numbers if infectors were present (w/ a range of quanta generation rates) using the Rudnick-Milton model. Upshot ...
3/ BIG differences in rebreathed fraction between floors, but small in general. However, w/ large # of occupants, even small rebreathed fractions can lead to predicted site-specific reproductive # between 1 and 5 for a single infector in teh space depending on quanta gen rate.
Read 4 tweets
5 Oct
1/ Many years ago I was trying to get permission to do extensive IAQ sampling in a large school district in Texas. After weeks of trying I finally got to meet the then superintendent. I think I wore him down. In the end he looked at me and said ......
2/ "Alright. Do it. But if you find ANYTHING wrong I never heard about it." I was shocked. My team did find a lot that was wrong (w/ woefully poor ventilation being the root of many problems). We informed facilities staff and specific school officials.
3/ The want of anonymity was common between all five school districts that I worked w/ over 20 years. But some districts were more accommodating, were receptive to help, and in ONE case took our findings and acted positively to improve indoor air quality in their schools.
Read 4 tweets
4 Oct
1/ It is important to recognize that as long as an infected individual is in an indoor space, virus-laden aerosol particles will accumulate to higher concentrations in that space until (in a well-mixed space) an approximate steady-state concentration occurs. more ....
2/ The steady-state condition is reached when the rate of emissions from the source is equal to the rate of removal by ventilation, deposition onto surfaces, & filtration. At this point the rate of change of concentration with time is zero. more ...
3/ The time to achieve 95% of steady-state is 3/B (where B is the sum of removal mechanisms, each w/ units of inverse hours). I have observed K-12 classrooms with outdoor air change rates as low as 0.5/hr. w/o filtration and little deposition this = 6 hrs to steady-state. ....
Read 4 tweets
1 Oct
1/ Aerosols

I am seeing a lot of what seems like tension and chatter about aerosols vs. airborne and disciplinary differences in how the latter is defined.

a lot more ...
2/ My "go to" source for all things aerosols is WC Hinds' great text - Aerosol Technology: Properties, Behavior, and Measurement of Airborne Particles.

Anyone who studies aerosols should know of Hind's text. I am old enough to have a tattered copy of the (cough) 1st ed. more
3/ Note the title of the book carefully.

Please also note that aerosols are a binary system consisting of particles AND the gas in which they are suspended. Aerosol particles refers to the particle (liquid or solid) phase of aerosols.

more
Read 14 tweets

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