Understanding Dangerous Droplet Dynamics
New fluid dynamics research reveals why social distancing alone doesn’t necessarily prevent infection indoors and how to detect COVID-19 super-spreaders.
Researchers who study the physics of fluids are learning why certain situations increase the risk that droplets will transmit diseases like COVID-19.
At the 73rd Annual Meeting of the American Physical Society’s Division of Fluid Dynamics, the scientists offered new evidence showing why it’s dangerous to meet indoors — especially if it’s cold and humid, and even if you’re more than six feet away from other people. They suggested which masks will catch the most infectious droplets. And they provided new tools for measuring super-spreaders.
“Present epidemiological models for infectious respiratory diseases do not account for the underlying flow physics of disease transmission,” said University of Toronto engineering professor Swetaprovo Chaudhuri, one of the researchers.
But fluids and their dynamics are critical for shaping pathogen transport, which affects infectious disease transmission, explained mathematical physicist and professor Lydia Bourouiba, Director of The Fluid Dynamics of Disease Transmission Laboratory at MIT. She gave an invited talk on the body of work she has produced over the last ten years elucidating the fluid dynamics of infectious diseases and disease transmission.
Visualizing droplet lifetimes in cold weather, with RH = 90% and ambient temperature 10oC. Credit: Detlef Lohse
“My work has shown that exhalations are not isolated droplets but in fact come out as a turbulent, multiphase cloud. This gas cloud is critical in enhancing the range and changing the evaporation physics of the droplets within it,” said Bourouiba. “In the context of respiratory infectious diseases, particularly now COVID-19, this work underscores the importance of changing distancing and protection guidelines based on fluid dynamics research, particularly regarding the presence of this cloud.”
Bourouiba presented examples from a range of infectious diseases including COVID-19 and discussed the discovery that exhalation involves different flow regimes, in addition to rich unsteady fluid fragmentation of complex mucosalivary fluid. Her research reveals the importance of the gas phase, which can completely change the physical picture of exhalation and droplets.
Nordic Institute for Theoretical Physics scientist Dhrubaditya Mitra and his team realized they could use the mathematical equations that govern perfume to calculate how long it would take for viral droplets to reach you indoors. It turns out: not very long at all.
“It showed us how futile most social distancing rules are once we are indoors.” — Dhrubaditya Mitra
Perfume worn by someone at the next table or cubicle reaches your nose thanks to turbulence in the air. Fine droplets spewed by an infected person spread in the same way. The researchers found that below a relative distance known as the integral scale, droplets move ballistically and very fast.
Even above the integral scale, there is danger. Consider an example where the integral scale is two meters. If you were standing three meters — just under ten feet — from an infected person, their droplets would almost certainly reach you in about a minute.
“It showed us how futile most social distancing rules are once we are indoors,” said Mitra, who conducted the research with colleague Akshay Bhatnagar at the Nordic Institute for Theoretical Physics and Akhilesh Kumar Verma and Rahul Pandit at the Indian Institute of Science.
Besides traveling further and faster, droplets may also survive longer indoors than previously believed.
Research in the 1930s analyzed how long respiratory droplets survive before evaporating or hitting the ground. The nearly century-old findings form the basis of our current mantra to “stay six feet away” from others.
Physicists from the University of Twente revisited the issue. They conducted a numerical simulation indicating that droplet lifetimes can extend more than 100 times longer than 1930s standards would suggest.
“Current social distancing rules are based on a model which by now should be outdated,” said physicist Detlef Lohse, who led the team.
In a cold and humid space, exhaled droplets don’t evaporate as quickly. The hot moist puff produced also protects droplets and extends their lifetimes, as do collective effects.
“Current social distancing rules are based on a model which by now should be outdated.” — Detlef Lohse
Some droplets are more likely than others to make you sick. University of Toronto’s Chaudhuri, with researchers from the Indian Institute of Science and the University of California San Diego, investigated why, using human saliva droplet experiments and computational analyses.
They found that some of the most infectious droplets start out at 10 to 50 microns in size. “With certain assumptions, it appears that if everyone wears a mask that can prevent ejection of all droplets above 5 microns, the pandemic curve could be flattened,” said Chaudhuri.
Dried droplet residue also poses a serious risk: It persists much longer than droplets themselves and can infect large numbers of people if the virus remains potent.
The team used their findings to develop a disease transmission model. “Our work connects the microscale droplet physics and its fundamental role in determining the infection spread at a macroscale,” said Chaudhuri.
To better understand droplet dynamics in the COVID-19 pandemic, a team from Northwestern University and the University of Illinois at Urbana-Champaign tested the capacities of a new wearable device. The thin, wireless, flexible sensor attaches like a sticker to the bottom of the neck to capture vital signals. Ongoing clinical studies are using the device with hospital patients.
The team found that the device distinguishes between coughing, talking, laughing, and other breathing activities with its machine learning algorithms. Researchers used particle tracking velocimetry and a decibel meter to analyze droplets produced by device wearers.
“Different types of speech can generate drastically different numbers and dynamics of droplets,” said biomedical engineering researcher Jin-Tae Kim, who led the investigation.
The device can help shed light on why some individuals become unusually infectious — the so-called super-spreaders. “Our findings further address the critical need for continuous skin-integrated sensors to better comprehend the pandemic,” said Kim.
The Fluid Dynamics of Disease Transmission
The Spreading of Viruses by Airborne Aerosols: Lessons from a First-Passage-Time Problem for Tracers in Turbulent Flows
Extended Lifetime of Respiratory Droplets in a Turbulent Vapor Puff
Analyzing the Dominant SARS-CoV-2 Transmission Routes Towards an Ab-Initio SEIR Model
Dynamics of Droplets on COVID-19 Transmission via a Soft Wireless Device and Particle Tracking Velocimetry