Jellyfish are the most energy efficient swimmers, new metric confirms

Even though a blue whale is much heavier than a tuna, the mammal consumes less energy per unit weight than the fish when they travel the same distance. For years, these sort of comparisons have dominated our understanding of the energy efficiency of animal movement, which is important for designing vehicles inspired by nature, such as underwater drones.

But Neelesh Patankar, professor of mechanical engineering at Northwestern University, believes that this measure has only limited benefit. Instead, with his colleagues, he has come up with a new measure that allows comparison of animals as small as bees or zebrafish with animals as large as albatrosses or blue whales.

The new measure has two implications. First, among those that have typical swimming and flying actions, which includes most fish and all birds, each animal is as energy efficient as it can be. This means that, given their size and shape, each animal is able to spend the least amount of energy to move the most distance. Second, this measure confirms a previous finding that jellyfish are unusually energy efficient, beating all the thousands of fish and birds Patankar studied.

“Put another way, a whale and a tuna are equally energy efficient,” Patankar said. “Except jellyfish, which have an unusual action that makes them more efficient.”

A new measure

To understand why jellyfish are special, we need to first answer the question why we need a new measure for energy efficiency. Patankar offers an analogy: if there are two cars that are of equal weight, would you expect them to have the same mileage? Just as in cars, animals’ motion will vary based on factors other than their weight.

John Dabiri, professor of aeronautics and bioengineering at California Institute of Technology, said, “It is not immediately obvious how to compare the swimming efficiency of a bacterium and a blue whale, for example, but Patankar and colleagues have developed one.”

To make the comparison, Patankar borrowed from a well-known concept in physics called the Reynolds number, which explains the relationship between two forces that act on any body that is moving through a fluid. The first is viscous force, which is, crudely put, the push you feel when you put your hand out of a moving vehicle. The second is inertial forces, which is the tendency of a moving object to keep moving (or that of a stationary object to remain stationary).

Depending on the size of a body and the speed at which it travels, the body faces either a low Reynolds number, where the forces acting on a body are mostly viscous forces, or a high Reynolds number, where inertial forces dominate. This creates a natural difference in how much energy is spent countering these forces.

Reynolds number was developed to look at the aerodynamics of stiff bodies, such as aeroplanes and ships. But Patankar reckoned he could use it to help compare animals of different sizes. He gathered data from thousands of birds and fish to come up with a metric called the energy-consumption coefficient, which he has described in the Proceedings of the National Academy of Sciences. Using it, he found that all the animals he looked at (except jellyfish) are as energy-efficient as they can be.

Note that Y-axis is for energy-consumption coefficient, not for energy efficiency.
Rahul Bale

“The idea that animals are tuned for energy-efficient locomotion is not surprising, but the authors have devised a fresh approach to the issue of how to compare the efficiencies of different animals,” Dabiri said.

Patankar finds, as he had hoped, that small animals find themselves in low Reynolds number situations, and large animals find themselves in high Reynolds number situations. This means they expend energies differently, which is what Patankar’s coefficient represents. Using the coefficient, one can compare the energy efficiency of bodies weighing few grams to many tonnes.

The coefficient also indicates that animals that fly are less energy-efficient than those that swim. This, Patankar thinks, must be because those in flight have to expend more energy to counteract gravity than those in water.

Jelly’s secrets

While working on the energy-consumption coefficient, he came across recent work done by Dabiri and his colleagues which showed that the unique contract-and-relax action of jellyfish allowed it to recapture some of the energy it spends on motion. This means a jellyfish can travel a lot more distance for the same amount of energy spent by other animals adjusted for its weight and size.

When Patankar used Dabiri’s data and plotted it on his energy-consumption coefficient chart, he found that the only animals that were more energy efficient than he had predicted were jellyfish.

“We found that each swimming or flying animal can spend all the energy it has at its disposal. However, our coefficient is a fair way to conclusively show that indeed jellyfish are more efficient,” Patankar said.

Dabiri is already working on exploiting jellyfish propulsion. However, he thinks that, apart from providing a new metric to compare different types of animals on the energy-efficiency scale, Patankar’s measure could be a used for evaluating the performance of aerial and underwater drones that are being developed, especially those with designs that are inspired by flying and swimming animals.The Conversation

First published on The Conversation.

Soliciting negative feedback is hard, but you must do it often if you care about progressing

Last week, I tried an experiment in self-promotion. I made a birthday wish that I shared among my Facebook friends, wishing that they would read more of my writing. The experiment went well. That post became one of the most read pieces since I moved my blog to this website last year. I got lots of friends to subscribe, and many told me how they had already been enjoying my work.

But I wanted feedback on whether this experiment was really worth it. After all, I didn’t want it to sound like a sales pitch. This was a genuine request, and I wanted to know if it came across that way.

I’m lucky to have a group of really smart people whom I can ask for critical feedback. The group approved of my experiment, and the prompt led to a valuable discussion on feedback, which started, as many things do, with Elon Musk.

Feedback loop

Most of the time we walk around thinking that we are doing the right thing. That is important, of course, because if we were not confident in our abilities then we would not be able to function. But from time to time we must solicit feedback to help us spot faults and find better ways of doing things.

This might seem like common sense, but Elon Musk, one of the most successful entrepreneurs alive, says that most people don’t seek feedback that matters. He says we must not just seek feedback, but we must specifically seek negative feedback. (As a side, the operative word here should be critical, which means negative and analytically founded.)

When asking for feedback if you don’t ask for negative feedback, chances are you will never get it because people usually withhold such feedback for fear of hurting our feelings. This human folly to be soft on others leads to ineffectiveness. Even the times when negative feedback has to be given, it is usually sugar-coated, which often does not lead to the action that is needed.

Forget niceties

Truth is a hard apple to throw and a hard apple to bite.” These are slightly modified words of the American author Donald Barthelme. One way of allowing such hard apples to reach you, at least on an individual level, is to set up a system for soliciting feedback anonymously. With such an option, those giving feedback can forget niceties and really get to the point. It is also easy to do. For instance, here is a simple Google form where you can leave anonymous feedback for me.

However, before you jump to setting up your own form, you have to remember that negative feedback can (and will) hurt. You need to be sure that you are ready to hear nasty stuff. Smarter people than I have thought about this and they’ve developed rules that might help.

If you are thinking of soliciting anonymous feedback, try to abide by Crocker’s Rules (in full):

Declaring yourself to be operating by “Crocker’s Rules” means that other people are allowed to optimise their messages for information, not for being nice to you.

It means that you have accepted full responsibility for the operation of your own mind—if you’re offended, it’s your fault. Anyone is allowed to call you a moron and claim to be doing you a favour.

While Crocker’s Rules are simple, they are not easy to follow. In launching my own anonymous form, I’m taking a risk. But I do believe that the payoff will be worth it.

Mass change

On an organisation level, most places already have regular appraisals in place. However, these tend to be too formal for their own good. This can hurt an organisation, especially one that is growing rapidly or one where roles change quite often.

For this to work, on such a level, there will need to be behavioural change, which is hard. People will need to be encouraged to give feedback and a system will need to be in place to help them manage this feedback. Organisations can’t force people to follow Crocker’s Rules. But the human resource department can do something to help, if they want such a culture to flourish.

An experiment that has worked at some leading tech firms is that of radical transparency. Except for 100% personal emails, every email is shared with everyone else in the organisation. So someone new to a project can go read all the emails, all the way back if they want, and problems are uncovered more quickly. It’s hard to pretend everything’s going well with the customer when the email thread shows it’s not. (Of course email volume will be high, but email filters and selective reading can go a long way.)

One way or another, you must do your best to solicit negative feedback and do it often. If you care about progressing quickly, that is.

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Thanks to Alex Flint, Christo Fogelberg and Xiao Cai for ideas and feedback. Image: gforsythe

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Crocker’s Rules in full

Declaring yourself to be operating by “Crocker’s Rules” means that other people are allowed to optimise their messages for information, not for being nice to you.

Crocker’s Rules means that you have accepted full responsibility for the operation of your own mind—if you’re offended, it’s your fault. Anyone is allowed to call you a moron and claim to be doing you a favour. (Which, in point of fact, they would be. One of the big problems with this culture is that everyone’s afraid to tell you you’re wrong, or they think they have to dance around it.)

Two people using Crocker’s Rules should be able to communicate all relevant information in the minimum amount of time, without paraphrasing or social formatting. Obviously, don’t declare yourself to be operating by Crocker’s Rules unless you have that kind of mental discipline.

These rules don’t mean you can insult people; it means that other people don’t have to worry about whether they are insulting you. Crocker’s Rules are a discipline, not a privilege. Taking advantage of Crocker’s Rules does not imply reciprocity. How could it? Crocker’s Rules are something you do for yourself, to maximise information received—not something you grit your teeth over and do as a favour. The rules are named after Lee Daniel Crocker.

Search for alien life could remain fruitless

Given that we are unlikely to be visiting an exoplanet any time soon, astronomers have been contemplating whether it might be possible to detect indications of simple life – a biosignature – from a distance. Many think that the strongest case for extraterrestrial life would be the discovery of oxygen and methane on the same body. They also think that the likelihood of finding such a biosignature is greatest on an Earth-like planet that is orbiting a sun-like star.

Astronomers who hope to search for these biosignatures in expolanets, however, may be in for a disappointment. New research finds that there is no way we can confirm that such a signature is actually the result of extraterrestrial life. The problem, it turns out, is that an exomoon’s atmosphere will be indistinguishable from the one of the planet it orbits.

Finding E.T.

Searching for extraterrestrial life is no easy feat. Astronomers have to first search for a star that has planets. Then they have to ensure that there is at least one planet that orbits this star in the habitable zone, which is a region around the star in which we might expect liquid water. Finally, they have to record the faint light that originated from the bright star and was reflected off the exoplanet after having passed through its atmosphere.

This faint light, even if only a handful of photons, when compared with light from the parent star is enough to give some indication of the chemicals in the atmosphere of this planet. Life as we know it creates two gases that wouldn’t naturally be present in an atmosphere at the same time – oxygen from photosynthesis and methane from microbes.

Both oxygen and methane can be created independently by non-living processes, so their individual presence is of little interest. What scientists are looking for is both of them in the atmosphere of a single body. If these reactive gases are not constantly replenished by living things, they will react with each other, creating carbon dioxide and water. As a result, we should not observe them in the same atmosphere without a large, living source.

False hopes

In the new study, published in the Proceedings of the National Academy of Sciences, Hanno Rein at the University of Toronto and his colleagues wanted to know whether anything else could mimic this biosignature. While working through potential false positives, which are signals that would show signs of life but in reality there isn’t life, he found a big one: exomoons. Rein found that observers on Earth will not be able to tell whether the signs of methane and oxygen originate from a single celestial body, or come from two nearby worlds.

This could happen because, just as Earth has a moon, there is a chance that exoplanets will have exomoons. While we have yet to find an exomoon, looking at the various moons of our solar system’s planets suggests that exomoons ought to be plentiful. However, even if they are plentiful, chances are that exomoons will be difficult to spot.

If both these celestial bodies have an atmosphere and in their atmospheres the exoplanet has oxygen and the exomoon has methane (or vice-versa), then an observer on Earth will record an oxygen-methane biosignature. This might seems like evidence for life, whereas in reality both these gases are being produced by non-living processes on two separate celestial bodies. Since they can’t react with each other, they will be able to build up to high levels.

Futile technology

“Even if we somehow developed ways of finding exomoons, we won’t be able to tease out the difference between their atmospheres given the limited amount of light that reaches us,” Rein said. This fundamental limit on the light that reaches us is called photo noise.

Rein limited his analysis to biosignatures coming from Earth-like planets orbiting a sun-like star, which is the combination that astronomers are betting has the greatest chance of hosting life. The American space agency NASA recently announced that they had found such an Earth-sized planet less than 500 light years away, although the star it orbits isn’t sun-like.

While their analysis might seem quite restrictive and involves a number of assumptions, it does not really matter: interpretation of biosignatures needs to be flawless. According to David Cullen at the University of Cranfield, “This study seems to highlight a real issue that will needed to be considered when interpreting biosignatures.”

Rein himself was surprised to find such a limitation. However, he sees the results of his work in positive light. “Finding such a limitation tells us what we should focus on in the future. Rather than a restricted search for Earth-like planets orbiting sun-like stars, we should broaden our search,” he said.

What this research shows is a need to move away from a highly focused search for extraterrestrial life that is currently in place. Rein points out that the chances of eliminating such false positive biosignatures increases as the star becomes dimmer or larger planets are considered. Perhaps alien life is not just unlike that on Earth, but it is also resides in a place that is unlike Earth.The Conversation

First published on The Conversation. Image credit: bflv.