[HN Gopher] Chilling Effects
       ___________________________________________________________________
        
       Chilling Effects
        
       Author : Amorymeltzer
       Score  : 151 points
       Date   : 2021-10-22 18:14 UTC (4 hours ago)
        
 (HTM) web link (astralcodexten.substack.com)
 (TXT) w3m dump (astralcodexten.substack.com)
        
       | aaron695 wrote:
       | TL;DR
       | 
       | Then industrial environmental complex and scientist don't care
       | enough about facts to even bother to check if temperature changes
       | are good or bad to human health.
       | 
       | This is expected. The environment complex is about fear, indepth
       | studies are not needed or worse can be bad for that. And
       | scientists are in their back pockets for $$$$
       | 
       | I am surprised with the conclusion we don't understand why the
       | flu is more poplar in winter. I would have thought it's as simple
       | as more interaction indoors. I guess saying that out loud most
       | people work in offices every day, winter or summer, but maybe the
       | air-conditioning pushes the virus to the floor quicker.... I
       | guess it is complicated.
        
       | tims33 wrote:
       | Certainly an interesting read.
       | 
       | Although, it really makes me think of the words of the Big
       | Lebowski: "That's just like, your opinion, man" which I think
       | aligns with his ultimate conclusion.
        
         | didibus wrote:
         | Ya, I think too often we have a tendency to take a bet on
         | propositions where there simply is no logical conclusion to be
         | had quite yet given the current information.
         | 
         | I wish more author instead of saying, this is where my bet
         | would be, they would just say, ya there's no good information
         | and this whole thing is up in the air, we just don't know and
         | here are the next steps if we wanted to get closer to knowing.
         | 
         | Because otherwise it leads to a weird bias. For some reason, we
         | have the tendency to believe that someone who's done the
         | research would be more likely to be correct in their bet, but
         | inconclusive research doesn't actually make this true. If the
         | research is inconclusive, having done it doesn't help the
         | prediction.
        
           | 2arrs2ells wrote:
           | I think that's unfair to Scott when the entire article is
           | prefaced by "Epistemic status: Extremely confused! Low
           | confidence in all of this"
           | 
           | The rationalist movement is all about being able to
           | accurately forecast the accuracy of your predictions. Saying
           | we shouldn't discuss low accuracy predictions at all seems
           | odd - by making early/fuzzy predictions (and acknowledging
           | them as such) we may ex find that we are more accurate than
           | we realize.
        
             | didibus wrote:
             | Ya, this article did an okay job, I was talking more
             | generally, though I still think there is a few places where
             | he's making bets in that article.
             | 
             | > Saying we shouldn't discuss low accuracy predictions at
             | all seems odd
             | 
             | I don't think we're even talking low accuracy here, low
             | accuracy still implies some accuracy, what I'm seeing here
             | is random or potentially even worse than random prediction.
             | The data points to things that are way to broad and general
             | to reason about the cause.
             | 
             | I think knowing that is valuable, don't get me wrong, but
             | my conclusion would be, don't bet on this, unless you like
             | playing roulette.
        
           | cornel_io wrote:
           | Scott Alexander is a very careful quantifier of his bets, he
           | tracks them year over year and always goes back to evaluate
           | them and make sure he's well calibrated.
           | 
           | I take your point, but he is one of a very few people on this
           | planet who _would_ reliably say he just didn 't know if that
           | was a more accurate statement than what he said. The whole
           | thing is _not_ up in the air, there is limited but useful
           | information available now, and he 's trying to correctly
           | integrate that.
        
             | didibus wrote:
             | Can he accurately predict the accuracy of his predictions?
             | I think that's an important factor.
             | 
             | That said, you're right, but I was not focused on him, but
             | on the bias that can be produced in other people when
             | reading things like this.
             | 
             | Though to be honest, I even worry that I have this bias as
             | well. Like because I researched something, yet pretty
             | inconclusive, I feel somehow better equipped to bet on it,
             | and yet I have no idea if at that point I'm doing better
             | than random.
        
               | mousepilot wrote:
               | I think its ok, I'd start with hypotheses and when I can,
               | I would test them, and in the absense of a spare planet
               | and mammalian species as your test tube, the only thing I
               | can think of as a proxy for the proverbial test tube
               | would be what statistics we can find.
               | 
               | I thought it was well worth the read and he left no
               | uncertainty about the uncertainty of his test results.
        
       | lm28469 wrote:
       | Kind of off topic but seeing the current comments, keep in mind
       | that excess deaths due to temperature is but a tiny fraction of
       | the equation. Co2 levels and its impact on our cognitive
       | capacity, ocean acidification, loss of crops, access to water,
       | massive population migrations, warming of permafrost, &c. are all
       | much more likely to cause problems
        
         | georgewsinger wrote:
         | CO2 is an input to photosynthesis. How does it lead to a net
         | loss of crops?
         | 
         | EDIT: Of course, with changing climate: some crops will
         | benefit; others will not. But how do we know _in net_ that crop
         | yields will definitely decrease under global warming?
        
           | runarberg wrote:
           | I'm guessing among other reasons: droughts, floods, loss of
           | pollinators, extreme temperatures, loss of natural
           | fertilizers, etc.
        
           | danielheath wrote:
           | More extreme temperatures will clearly affect plant growth
           | rates.
        
           | gameswithgo wrote:
           | Different plants have different optimum co2 concentrations,
           | more is going to be bad for some, changing weather patterns
           | and water availability will mean upheaval of agriculture for
           | some regions, rising oceans will put some agriculture
           | underwater.
        
           | Symmetry wrote:
           | More CO2 is generally good for photosynthesis. Higher
           | temperatures are generally bad for photosynthesis. Which
           | dominates depends on a lot of factors including base
           | temperature, C3 versus C4 photosynthesis, etc. And then
           | there's the changes in rainfall.
           | 
           | Personally I wouldn't be particularly surprised if the first
           | .5 C of global warming was a net benefit for humanity. I'd be
           | pretty surprised if the second was, though, and _very_ very*
           | surprised if the third was. And that's just what takes us to
           | our current target for limiting warming.
        
           | lm28469 wrote:
           | It's one of many variable, o2 is an input for respiration but
           | if I'm sitting on your chest you'll still struggle. And rest
           | assured, co2 isn't a bottleneck for crops
        
           | EdwardDiego wrote:
           | More intense weather leads to more crop damage, changes in
           | precipitation patterns and average temperature affect the
           | range and numbers of insect pests, etc.
           | 
           | https://www.weforum.org/agenda/2021/09/warmer-wetter-
           | climate...
        
           | WalterSear wrote:
           | Bit hard to plant crops during a hurricane, or water them
           | during a drought.
        
             | goatlover wrote:
             | Hurricanes and droughts are regional. Might make growing
             | more expensive and limited in some places, while others are
             | able to grow more.
        
         | philwelch wrote:
         | > Co2 levels and its impact on our cognitive capacity
         | 
         | This is junk science.
         | 
         | The CO2 level of the open atmosphere is ~400 ppm. The CO2 level
         | aboard a nuclear submarine can range between ~2000-10000 ppm.
         | 10000 ppm is enough to cause sleep disturbances and headaches,
         | and we're less sure about the range between 5000-10000, but
         | we're talking orders of magnitude away before we start seeing
         | issues among people who engage in cognitively challenging work
         | on a daily basis. The CO2 levels aboard the ISS are usually a
         | bit lower--they try to keep it under 5000 ppm--but the
         | astronauts there are even more closely monitored for medical
         | issues and also have to perform cognitively challenging work.
         | These are over extended periods of time between 3-9 months.
         | 
         | If the CO2 concentration of the Earth's atmosphere went up 10x,
         | you'd have much bigger problems than the cognitive effects of
         | CO2 exposure.
        
           | moultano wrote:
           | You'll notice CO2 levels at 1000 ppm. The air will feel
           | "stuffy," you'll feel lethargic, and feel like going outside.
           | This is the primary reason why meetings at work are so
           | stultifying. There's just too much CO2 in the room for anyone
           | to think clearly. Just carry a CO2 meter around and measure
           | it yourself. Once you're aware of it, the feeling is
           | impossible to miss.
        
             | philwelch wrote:
             | If the CO2 level of the atmosphere doubles, we are still
             | going to have bigger problems to solve.
             | 
             | > Just carry a CO2 meter around and measure it yourself.
             | Once you're aware of it, the feeling is impossible to miss.
             | 
             | Sounds like a combination of confirmation bias and
             | psychosomatic placebo effect to me. Plus you're assuming a
             | specific correlation between subjective minor discomfort
             | and cognitive performance.
        
               | moultano wrote:
               | I would posit that the level of CO2 you need to cause
               | detectable society wide problems is probably lower than
               | the level that makes a room actively uncomfortable to be
               | in.
               | 
               | There's a reason why we already have universal colloquial
               | language to describe a room with too much CO2, "stuffy,"
               | "getting some fresh air to clear your head." We all know
               | this stuff intuitively, we've experienced it directly our
               | whole lives.
        
               | philwelch wrote:
               | You can posit whatever you like, but I don't see any
               | evidence.
               | 
               | Edit to reply to ninja edit:
               | 
               | > There's a reason why we already have universal
               | colloquial language to describe a room with too much CO2,
               | "stuffy" "getting some fresh air to clear your head." We
               | all know this stuff intuitively, we've experienced it
               | directly our whole lives.
               | 
               | First off, you're going back to the perception of minor
               | discomfort to defend the claim that CO2 levels that
               | aren't even high enough to cause minor discomfort are
               | high enough to cause "detectable society wide problems".
               | This strikes me as incoherent and evasive. Secondly,
               | you're assuming that the minor discomfort of being in a
               | "stuffy" room is entirely caused by CO2 concentration.
               | (In my personal experience, body and food odors are the
               | main sources of discomfort when I'm in a poorly
               | ventilated space.) And thirdly, you're assuming that this
               | discomfort necessarily causes poor cognitive performance.
        
           | lm28469 wrote:
           | Even doubling would already have an impact. The fact that
           | astronauts can operate a few weeks in extreme conditions
           | doesn't prove anything. I'm not talking about top of the line
           | engineers/scientists working at 70% capacity for a few weeks,
           | I'm talking about long term human scale average decline of
           | cognitive capacity which would get worse over generations
           | 
           | We see no slowing down in the rate of co2 production and
           | according to many studies we might reach 1000ppm or more by
           | the end of the century.
           | 
           | Anyways, I'm not saying each of these are the end of
           | humanity, I'm just saying that "it's going to be 2c more so
           | whatever" isn't the whole picture
        
             | philwelch wrote:
             | > The fact that astronauts can operate a few weeks in
             | extreme conditions doesn't prove anything.
             | 
             | Astronauts stay on the ISS for six months at a time, not "a
             | few weeks".
        
           | mcculley wrote:
           | I am very interested in this because there appear to be
           | studies with conflicting conclusions (e.g.,
           | https://ehp.niehs.nih.gov/doi/10.1289/ehp.1510037 says 1,000
           | ppm causes cognitive decline). This has made me want to run
           | some experiments.
        
             | mrandish wrote:
             | > there appear to be studies with conflicting conclusions
             | 
             | So far, conflicting conclusions are more common throughout
             | much of recent climate science than any of us like. The
             | basic lab bench physics behind CO2 is obviously very well-
             | understood but long-term global climate (as opposed to
             | regional, seasonal weather) is a 'wickedly' hard problem.
             | 
             | Modeling future global climate shifts over years and
             | decades is hard because Earth's climate is a highly-
             | complex, dynamically coupled system with thousands of
             | interacting variables and possible feedbacks. Then
             | extrapolating the output of those models to estimate
             | significant changes to health, agriculture and extreme
             | weather event severity and frequency requires making
             | assumptions which are not nearly as well-understood. Then
             | trying to adapt those estimates to further estimate the
             | relative benefits, costs and impacts of myriad regulatory,
             | economic and behavioral policy proposals is the kind of
             | thing which would cause my favorite stats prof to say "It's
             | fine... that's why god made error bars".
        
       | nanis wrote:
       | Temperature station locations in the GHCN ... Notice how most of
       | Africa is blank.
       | 
       | https://www.youtube.com/watch?v=h95uvT67bNg
        
       | georgewsinger wrote:
       | People continue to point out the (widely known) negative effects
       | of global warming, but how are we so confident that the _net
       | effects_ will be long-term negative?[1] It seems to me an
       | extremely complicated calculation which doesn 't merit extreme
       | certainty in either direction. Here are some of the positives of
       | global warming:
       | 
       | - Statistically, an order of magnitude more humans die from
       | colder temperatures than from hotter ones (as discussed in this
       | article).
       | 
       | - Hotter temperatures and higher CO2 in northern/arctic areas
       | will increase (net) crop yields substantially. Many areas which
       | formerly weren't hospitable for certain types of crops will
       | suddenly become so. This isn't so surprising since CO2 is an
       | input to photosynthesis.
       | 
       | - Global warming will free up northern trade routes and make
       | potentially millions of square miles of land more habitable for
       | humans.
       | 
       | - The distribution of global temperature increases is expected to
       | be tilted towards colder areas (that is: higher temperature
       | increases in colder regions than in hotter regions). This means
       | we get to experience the positive effects of global warming
       | disproportionately to the negative effects.
       | 
       | - Slight temperature increases might even hedge against long-term
       | climate risk: we are technically still in an ice age, and there
       | is long-term tail risk that we will recede back into a deeper one
       | within a few millennia. So how do we _know_ that stopping CO2
       | emissions won 't make human climate long-term worse?
       | 
       | - Even from an ecological standpoint: hotter climates will
       | positively impact some species (including species which don't
       | even exist yet!), while negatively impacting others. It seems to
       | me a general rule of thumb that more life flourishes in hotter
       | climates than colder ones. So why be so confident that the net
       | effects of global warming will be long-term negative to animals,
       | _en totale_?
       | 
       | Of course, the _negative_ effects of global warming (flooding,
       | rising sea levels, etc) are well-known, so I omit them. My point
       | is not that global warming is definitely a net positive; it 's
       | that it's not clear why there is so much confidence it's
       | "definitely" a net negative.
       | 
       | [1] Credit to David Friedman for helping point out many of these
       | things.
        
         | jrlocke wrote:
         | > Even from an ecological standpoint: hotter climates will
         | positively impact some species (including species which don't
         | even exist yet!), while negatively impacting others.
         | 
         | The worry isn't that global warming will be bad for animals,
         | you're right, there will be winners and losers, likely in
         | comparable amounts. The worry is that it will be bad for
         | biodiversity, a resource that is extremely slow to replenish
         | (even taking into account these new opportunities). On the
         | edges of the curve, some animals will be huge winners, and some
         | will be huge losers. 10xing the populations of some species
         | while others go extinct is only a net null on the very surface,
         | it's still a huge loss diversity wise.
        
           | georgewsinger wrote:
           | I agree with your point, but perhaps only when the timeline
           | is short. From Nature:[1]
           | 
           | > Researchers examined the number of known families of marine
           | invertebrates, as well as sea-surface temperatures, over the
           | course of 540 million years of Earth's history. They found
           | that when temperatures were high, so was biodiversity. When
           | temperatures fell, biodiversity also declined.
           | 
           | This happens because global warming causes a marginal
           | increase in tropical areas:
           | 
           | > Tropical ecosystems are known to be Earth's most diverse,
           | and the tropics would be expected to expand during warm eras.
           | 
           | Of course, from a short-term timeline (say 100 years), the
           | rate of species extinction from global warming will surely
           | outpace the rate of species creation, since evolution has no
           | time to act.
           | 
           | [1]: https://www.nature.com/articles/nature.2012.11350
        
         | kzrdude wrote:
         | Changing equilibria is enormously stressful for the biosphere
         | and for our "civosphere". Everything in the world would run
         | along more smoothly if things didn't change so much(!).
         | 
         | You could claim that we humans on earth are all equal and
         | reasonable and it shouldn't be so hard to get along.. Except
         | this breaks down in practice as soon as people want to move
         | from where the climate got tougher and into the places where
         | you said the crop yields will only get bigger. It gets ugly.
         | Migration and turmoil.
        
           | georgewsinger wrote:
           | It seems to me changing equilibria is precisely what allows
           | the world to run more smoothly! Businesses coming and going,
           | migrants moving from static societies to more prosperous
           | ones, scientific revolutions overturning old ones, etc.
           | 
           | I'm not saying that change doesn't cause _any_ local
           | instability, but the world very frequently _net_ improves
           | from change when its long-term benefits outweigh its short-
           | term costs.
           | 
           | It's not clear to me that several million square miles of
           | land suddenly becoming more habitable wouldn't provide a
           | better economic arrangement for the world 100 years from now,
           | even when you net out the costs of people having to migrate
           | to new areas.
        
         | marcosdumay wrote:
         | You mean the immediate effects on you civilization, that is
         | extremely optimized for the current climate? Or the long term
         | effects?
         | 
         | Because the immediate (up to decades or even a couple of
         | centuries long) effects will be overwhelming bad. There's just
         | no chance we will end with a climate that is better than the
         | one we optimized the hell for. There will be almost no positive
         | effect on that horizon, that's how extreme optimization works.
         | 
         | About the long (after a century or so) effects for humanity, I
         | really doubt anybody knows them. Humanity will optimize itself
         | for them, and make lemonades out of lemons anyway it can. For
         | nature, it's still too short a timeframe for it to adapt, and
         | global warming means a loss on diversity on a several millenia
         | horizon; the same happens every time there is a large climate
         | change.
         | 
         | (About that new land for agriculture, plants need solar
         | radiation, and that area has little of it. That's why it's
         | frozen.)
        
       | didibus wrote:
       | As with most data problems, the quality of the data is always the
       | weakling.
       | 
       | I think the quality of the data for this analysis is just poor
       | (the analysis is good, but the data is really questionable),
       | there's no way we're going to figure this one out using the data
       | we have for it in my opinion.
       | 
       | As an aside, I wish that absolute numbers were also presented.
       | Comparing things in relative ratios gets very confusing to reason
       | about.
        
       | P4u1 wrote:
       | Isn't a global warming usually what precedes an ice age? Just
       | saying...
        
       | baybal2 wrote:
       | The number of people dying of exposure in Russia every years is
       | quite a lot, and you can't call Russians not culturally adapted
       | to cold.
        
         | Symmetry wrote:
         | The combination of a high average alcohol consumption rate and
         | cold temperatures in particular is dangerous.
        
         | jahewson wrote:
         | From the article:
         | 
         | > One study failed to find any excess cold-weather deaths in
         | Siberians even at temperatures as low as -52C (-62F).
        
           | marcosdumay wrote:
           | The weather you have every day tends to not kill many people.
           | It's surprises that are the real killer.
           | 
           | What interestingly means that warming Siberia may increase
           | the number of people dying due to the cold.
        
           | nradov wrote:
           | The Siberians who couldn't figure out how to survive cold
           | weather were killed off by cold centuries ago. If climate
           | change caused sudden cold snaps in normally warmer regions
           | there would likely be many deaths.
        
           | rich_sasha wrote:
           | I used to work with some Russian insurance companies. They
           | had 0 faith in government population data, in particular
           | mortality.
           | 
           | At one point, in the 00's, they were using late USSR data,
           | which they thought was doctored too, but that was cancelled
           | off by the improvement in health standards.
        
       | wittycardio wrote:
       | I think the cultural adaptation is severely undervalued here. I
       | grew up in a hot/humid climate and I would be freezing at 25
       | degrees C . Go to coastal India in the winter if you don't
       | believe me. Conversely I now live in a very cold place and walk
       | around in shorts at 15 and am comfortable with just a sweater all
       | the way to 5 degrees or so.
        
       | solidasparagus wrote:
       | I think the author lacks domain knowledge to draw conclusions
       | about deaths in Sub-Saharan Africa and this article reads as
       | though the author didn't talk to any experts on public health in
       | these regions.
       | 
       | Uganda has seasons - rainy seasons and dry seasons. If you are
       | trying to understand seasonal mortality trends, you should be
       | considering the seasons that exist in that part of the world. I
       | would imagine that monsoons and flooding bring public health risk
       | - from hypothermia to compromised access to clean water to
       | stagnant water for mosquitos to breed.
       | 
       | Discussing the temperature-dependence of African mortality
       | without discussing other known-to-be-seasonal mortality factors
       | is is bewildering to me. Mosquitoes thrive in certain
       | temperatures. Child and maternal health in Africa remains a
       | serious issue and birth rates are seasonal in many part of
       | Africa. This article asked a question with an incredibly
       | complicated set of answers and tried to come up with a one
       | sentence explanation.
       | 
       | I would suggest that the author spend less time analyzing bad
       | data and more time talking to domain experts. Without sufficient
       | domain knowledge, this analysis has no hope of being accurate.
        
       | dekhn wrote:
       | people outside the field are unqualified to parse the data.
       | please go back and get a degree in the field before commenting.
        
       | Ericson2314 wrote:
       | What a nice illustration of the limitations of pure empiricism.
        
         | naasking wrote:
         | Is it though? Because it seems like the questions can only be
         | answered with better empirical data. As the author said, the
         | studies of this are unimpressive and the data insufficient.
        
           | Ericson2314 wrote:
           | I am not sure there is an amount of data where these problems
           | truely go away -- too little, this, too much, other issues. I
           | guess I am a "theory-ladenist"
           | https://en.wikipedia.org/wiki/Theory-ladenness
        
       | redisman wrote:
       | Astral codex is now the new Freakonomics
        
         | yboris wrote:
         | Could you elaborate? I don't know if you mean "Freakonomics =
         | bad" or "Freakonomics = good", and if so, why?
        
           | smegcicle wrote:
           | or maybe something more subtle like, freakonomics provided a
           | fresh angle that became a meme and therefore ceased being
           | fresh
        
           | jonas21 wrote:
           | Does everything have to be good or bad?
        
             | novalis78 wrote:
             | Precisely. As long as the planet does not overheat, a
             | warmer planet is a better planet.
        
               | HappySweeney wrote:
               | It isn't just the amount of heat, but how fast it is
               | being introduced.
        
               | novalis78 wrote:
               | Well, let's take a look. In 1978 we were going to be
               | iceball Earth according to the sensationalist media.
               | Let's take a look in 40 years from now and see if it all
               | wasn't just a big scam to scare people into political
               | policies they otherwise would not support.
        
               | chipotle_coyote wrote:
               | Since we are commenting on an article that, whatever its
               | other virtues and vices, is extremely well-researched,
               | you might want to take a few minutes to look up the
               | "fact" that you're claiming in your second sentence. The
               | tl;dr is that "The Cooling Earth" was always a minority
               | view among climate scientists; it was actually a
               | competing theory to the anthropogenic global warming
               | theory, as they both started in the 1970s; that one of
               | the theories (global warming) persisted while the other
               | (global cooling) faded quickly can be plausibly explained
               | by both theories offering testable and mutually exclusive
               | predictions, one set of which turned out to roughly match
               | the data and the other of which didn't match it at all.
               | That we are talking about global warming now and stopped
               | talking about global cooling is not a sign of a "scam to
               | scare people," it is a sign of _science working the way
               | it is supposed to._
        
               | AgentME wrote:
               | Did you only read the very beginning of the article? Most
               | of the article is skeptical of the idea that there are a
               | lot of deaths caused by cold that would be solved by
               | rising temperatures. (And that's without even getting
               | into that climate change would likely cause more
               | temperature extremes in both directions rather than
               | uniformly increasing the temperature.)
        
               | lalaland1125 wrote:
               | Except for the fact that most systems on the planet are
               | adapted for the current temperature.
               | 
               | In theory a rising sea level isn't a big deal in the
               | abstract, but we have already built a ton of property
               | along the coast ...
        
               | novalis78 wrote:
               | Adaptations change. They will and must. Live is change. I
               | think too many folks on here are too young to remember
               | the very same green doomsday scenarios which we were
               | mentally tormented with and NONE of them panned out. Not
               | buying it. The planet will warm. Faster. Live will go on.
               | The real focus should be on making life multi-planetary
               | asap. That's more important in the long run than anything
               | else.
        
               | lalaland1125 wrote:
               | I think you vastly underestimate the cost of redesigning
               | / rebuilding all of our coastal cities to adapt to the
               | fact that they are now below sea level.
        
               | tdeck wrote:
               | Define "overheat". The crust makes up less than 1% of the
               | planet's mass, so theoretically everything on the surface
               | could burn / boil off and 99% of the planet would still
               | be fine.
        
             | yboris wrote:
             | No, but it would be good to understand the intentions of
             | the original comment. It feels like the author meant to
             | communicate _something_ but because of how vague it is, it
             | feels like it was worse than having no comment. It makes me
             | think  "what am I missing about Freakonomics other than the
             | book I read and the numerous episodes I listened to and
             | enjoyed?"
        
         | renewiltord wrote:
         | Going to choose to interpret this as "seeks counterintuitive
         | results without heed to science". If this interpretation is
         | wrong, kindly supply clarification and ignore remainder.
         | 
         | Posting level of epistemic certainty makes this not so. This is
         | just a hypothesis and summary post.
         | 
         | But also in a UI question, it appears that people are unable to
         | read content without updating their priors significantly, even
         | with a low proposed information gain multiplier.
         | 
         | This helps understand comments like this.
        
       | superjan wrote:
       | We can all read it how we like it: "Climate researchers ignore
       | undesired effects", or "contrarian outsider is cherry-picking
       | results". Intention or not, this serves only as flamebait and it
       | will get us nowhere.
        
       | jnmandal wrote:
       | I think this whole question is naive and simplistic. Its unlikely
       | we'll see straightforward trends like "less deaths from cold"
       | (ignoring that such a concept is ill-defined and inconsistent in
       | the literature the author reviewed); climate is a complex system
       | and heat should really be thought of as energy -- not so much
       | ambient temperature -- in this context.
       | 
       | To boot, "excess deaths" is a pretty nebulous topic and once you
       | start analyzing differences between regions using their political
       | borders (comparative politics), you're only making the concept
       | more abstract. Just as an example of what I mean by this:
       | something not analyzed herein was demographic differences between
       | regions. What is the median age of populace in Nigeria vs.
       | Greenland? Just citing this as an example -- my point is really
       | that the variations between a Scandinavian region and equatorial
       | one could really exceed the scope of any topical research.
        
         | firebaze wrote:
         | I'm not sure if you've read TFA, but calling it simplistic is a
         | bit ... simplistic. The question raised is valid: do we suffer
         | more with a colder climate, or a warmer one, and where are the
         | boundaries, and how far does our understanding reach.
         | 
         | Also, there are no answers, just (intellectually challenging)
         | questions.
        
       | heavyset_go wrote:
       | If you're wet and in 54 degree F weather, you can get hypothermia
       | and die after ~6 hours if you can't seek shelter or adequate
       | apparel. People die in the wilderness like this often, as do
       | people without homes. Rain and wind are sufficient killers.
        
       | wk_end wrote:
       | Global warming is going to increase both cold and heat related
       | deaths, given that it's likely to (and has already started to)
       | produce more extreme temperatures at both ends of the spectrum.
        
         | ars wrote:
         | That wouldn't be global warming then, given that temperature is
         | measured by averaging over an entire year. If it's both hotter
         | and colder the average wouldn't change.
        
           | lamontcg wrote:
           | That's why its now usually called "climate change" since if
           | you dump more energy into the system that can lead to more
           | evaporation, more moisture in the atmosphere and stronger
           | storms both from the moisture and energy. The greater warming
           | at higher latitudes is also changing the climate in ways that
           | increase both cold and heat waves.
        
           | Scene_Cast2 wrote:
           | At this point, "global warming" is shorthand for "climate
           | change"
        
           | EdwardDiego wrote:
           | Extra energy in the atmosphere and sea, will lead to more
           | energetic weather - higher highs and lower lows, bigger
           | droughts, heavier intense rainfall events, fewer hurricanes,
           | but the ones that do form will be more powerful, etc. etc.
           | 
           | The term "global warming", while scientifically correct, was
           | dropped for "climate change" to remove this type of
           | confusion, you know the kind - "if the whole world is
           | warming, why did we just have a huge ice storm in Texas?"
        
             | fragmede wrote:
             | Can scientists start giving the warming in approximate
             | extra joules in the atmosphere instead of saying 1degC? It
             | would be a rough measure, but like giving volume as "number
             | of VW beetles" or data as "number of libraries of
             | Congress", a large number of joules is something more
             | easily compared than a single degree C.
        
           | lm28469 wrote:
           | It can be both colder and warmer at different rates, the
           | average would change
        
           | [deleted]
        
           | theptip wrote:
           | The prediction for decades has been:
           | 
           | 1. Average global temperature increases. 2. Winters get
           | colder on average 3. Summers get hotter on average, more
           | strongly than 2.
           | 
           | Or if you prefer simple arithmetic, the average of -1 and 1
           | is 0. The average of -2 and 4 is 1. The second one has a
           | colder "winter" but it's still warmer on average.
        
             | haberman wrote:
             | > 2. Winters get colder on average
             | 
             | I have never heard this. Do you have a reference?
             | 
             | I am no expert, but I looked for any statement about winter
             | temperatures from the latest IPCC report. I found this in
             | TS.2.6:                   > Warming of the land surface
             | during the period 1971-2018         > contributed about 5%
             | of the increase in the global energy         > inventory
             | (TS.3.1), nearly twice the estimate in AR5 (high         >
             | confidence). It is virtually certain that the average
             | > surface warming over land will continue to be higher than
             | > over the ocean throughout the 21st century. The warming
             | > pattern will likely vary seasonally, with northern high
             | > latitudes warming more during winter than summer (medium
             | > confidence).  {2.3.1, 4.3.1, 4.5.1, Box 7.2, 7.2.2,
             | > Cross-Chapter Box 9.1, 11.3, Atlas 11.2}              >
             | The frequency and intensity of hot extremes (warm days and
             | > nights) and the intensity and duration of heatwaves have
             | > increased globally and in most regions since 1950, while
             | the         > frequency and intensity of cold extremes have
             | decreased         > (virtually certain). There is high
             | confidence that the         > increases in frequency and
             | severity of hot extremes are due         > to human-induced
             | climate change. Some recent extreme events         > would
             | have been extremely unlikely to occur without human
             | > influence on the climate system. It is virtually certain
             | > that the further changes in hot and cold extremes will
             | > occur throughout the 21st century in nearly all inhabited
             | > regions, even if global warming is stabilized at 1.5degC
             | > (Table TS.2, Figure TS.12a).
             | 
             | This seems to contradict your claim.
             | 
             | Also the most recent National Climate Assessment says this
             | in its summary finding (https://nca2018.globalchange.gov/):
             | > Declines in snow and ice cover caused by warmer winter
             | > temperatures are expected to negatively impact the winter
             | > recreation industry in the Northwest, Northern Great
             | Plains,          > and the Northeast.
        
           | didibus wrote:
           | average(20, 20, 20, 20)         => 20
           | average(40, 23, 23, 5)         => 22
           | 
           | As you can see, the average can increase while also having
           | the extremes get worse.
        
         | csee wrote:
         | Where can I read that global warming is likely to increase the
         | number of extreme cold events? Is it mentioned by IPCC?
        
           | wk_end wrote:
           | You can Google "does global warming cause extreme cold". Here
           | are my first results:
           | 
           | "This Is Why Global Warming Is Responsible For Freezing
           | Temperatures Across The U.S." (Forbes): https://www.forbes.co
           | m/sites/startswithabang/2019/01/30/this...
           | 
           | "Climate change: Arctic warming linked to colder winters"
           | (BBC): https://www.bbc.com/news/science-environment-58425526
           | 
           | "How global warming can cause Europe's harsh winter weather"
           | (DW) https://www.dw.com/en/cold-winter-global-warming-polar-
           | vorte...
           | 
           | "Record cold, intense storms and tornadoes amid global
           | warming: Could there be a connection?" (USA Today): https://w
           | ww.usatoday.com/story/news/nation/2021/02/17/global...
        
           | haberman wrote:
           | I searched the latest IPCC report with non-expert eyes and it
           | seems to say the opposite:
           | https://news.ycombinator.com/item?id=28963266
        
       | Nasrudith wrote:
       | Subsaharan African desert heat cold deaths make perfect sense if
       | you are aware of the side effects of the lack of moisture and
       | vegetation - low thermal mass. There is a reason desert mammals
       | have fur and desert reptiles burrow - it drops fast and low in
       | the night. If you go from minimally dressed in the day for heat
       | from inexperience or poverty and are ill-prepared you die a death
       | that sounds utterly absurd to pop cultural assumptions about the
       | desert.
       | 
       | Combine that with jungle-savvanah-desert "exotic foreign
       | wilderness" conflation. The jungle you really do dress scantily
       | for given humidity, temperature, and most importantly the exact
       | opposite thermal mass situation. There is a reason desert
       | dwellers prefer covering garments beyond just sun reflection.
       | 
       | Greenland I can only guess as possibly related to volcanic warmth
       | and being used to dressing for warmth combined with familarity
       | with hypothermia's symptoms including feeling hot. If you are
       | used to dealing with getting so cold you feel an urge to strip
       | naked and dive in the snow you may double down on heat because it
       | is usually cold. But if it is actually heat this time you die an
       | absurd seeming death. I also assume heat deaths exclude fire
       | related deaths.
        
         | Sebb767 wrote:
         | I assume a lot of heat related deaths are mostly due to heat
         | stroke and cardiac stress caused by it. People can easily live
         | in high heat conditions (see deserts, for example), but if
         | they're not used to it, it quickly becomes problematic. You can
         | see the effects any time a heat wave hits a usually mild
         | climate.
         | 
         | Cold can kill, too, but it usually hits the very poor and those
         | caught in a bad situation ; heat stroke, on the other hand, can
         | be pretty subtle. I can imagine someone who thinks of 20degC as
         | hot is rather vulnerable to it.
        
         | ehnto wrote:
         | I think for the cold extreme it's less likely confusing too-
         | cold with too-hot, and just the same as your African desert
         | example. People without experience in the heat won't be able to
         | tell when it goes from uncomfortable to dangerous due to
         | inexperience. We're more than capable of bearing deadly heat
         | emotionally, and so if you don't know what that feels like
         | you'll just keep going until you get heatstroke, which will
         | also be a new experience for an Icelander I assume. For those
         | new to extreme heat, the sheer amount of water required to stay
         | safe is usually underestimated.
        
         | solidasparagus wrote:
         | > jungle-savvanah-desert "exotic foreign wilderness" conflation
         | 
         | What?
        
       | Brassens100 wrote:
       | Naive post here, I did read the "[Epistemic status: Extremely
       | confused! Low confidence in all of this]", so I'm commenting in
       | the same manner :
       | 
       | Death is (most of the time) not related to temperature itself,
       | but to some bacteria/virus/infections/X, and that's the important
       | point, X varying with the temperature ! Bacterias and viruses are
       | living things too, they have their preferences !
       | 
       | Yeah, many common cold occurs during winter ...! But also, you're
       | most subject to contracting malaraia if you're in a hot/humid
       | weather., because, yeah, that's where malaria lives, not in NY or
       | Tokyo, september to june. Then, which one will kill you ? One ?
       | Both ? Or also the one your immune system is least able to handle
       | ?
       | 
       | I did not dig a lot into the mathematical models here ... But
       | somehow it tickles me ! I'll have a deeper look, and would be
       | very interested if anybody else does the same, share your
       | findings !
        
       | anp wrote:
       | What about biological or habitual adaptation, maybe call it
       | acclimation? People in different climates will have different
       | ways of maintaining homeostasis relative to the weather and
       | technological adaptations they have available for it. If you live
       | your life in high heat environments, your habits and to some
       | degree your body will adapt to keep you cool.
       | 
       | If heart attacks are a significant component, then maybe some of
       | these deaths can be explained by what amounts to shock from one's
       | baseline?
        
       | Brassens100 wrote:
       | Naive post here, I did read the "[Epistemic status: Extremely
       | confused! Low confidence in all of this]", and I'm commenting in
       | the same manner :
       | 
       | Death is (most of the time) not related to temperature itself,
       | but to some bacteria/virus/infections/X, and that's the important
       | point, X varying with the temperature ! Bacterias and viruses are
       | living things too, they have their preferences !
       | 
       | Yeah, many common cold occurs during winter ...! But also, you're
       | most subject to contracting malaraia if you're in a hot/humid
       | weather., because, yeah, that's where malaria lives, not in NY or
       | Tokyo, september to june. Then, which one will kill you ? One ?
       | Both ? Or also the one your immune system is least able to handle
       | ?
       | 
       | I did not dig a lot into the mathematical models here ... But
       | somehow it tickles me ! I'll have a deeper look, and would be
       | very interested if anybody else does the same, share your
       | findings !
        
       | AnthonyMouse wrote:
       | > Why would cold places adapt so hard that they did _better_ than
       | warm places?
       | 
       | It's plausible that many of the adaptations are trade offs. You
       | do better in the cold by not doing as well when it's hot. Then if
       | it gets warmer in the place it's usually cold, your adaptations
       | to the cold are impediments and make things worse.
       | 
       | And the same thing the other way around. In the place where
       | people have adapted to the heat, if it gets even a little bit
       | cold, they're in trouble.
       | 
       | This implies that climate change could still be making everything
       | worse for everyone. You make it warmer for people adapted to the
       | cold and that's bad. You make it warmer for people adapted to the
       | heat and that's still bad, because they're still where they are.
       | Now it's 145 F there instead of 135 F and their adaptations are
       | insufficient.
        
         | ehnto wrote:
         | We built homes in Australia for mostly clement weather, and so
         | when it gets cold or hot, many homes fail to cope for long. If
         | the swings get worse and longer in duration in either
         | direction, we're going to find it really hard to keep houses
         | livable without blasting air conditioning 24/7.
        
       | thaumasiotes wrote:
       | > There are only about sixty million deaths per year total, so if
       | this is true then almost 10% of all deaths are due to cold. That
       | sounds...extremely untrue, right?
       | 
       | > Deaths definitely go up every winter, from about 4000 to 4500.
       | So yeah, this is about 10% extra deaths during the cold season.
       | 
       | This second point isn't confirming the first. A ~10% increase in
       | deaths during the cold season isn't enough to attribute ~10% of
       | all deaths to cold, unless the cold season lasts all year.
       | 
       | > But [minimum mortality temperature] is very different in
       | different regions. In Sweden, it's 18C (64F). In Florida, it's
       | 27C (81F). The only constant is that it seems to be about 80% of
       | the way through the temperature distribution of a region
       | 
       | > You could argue that this is at least partly because of
       | cultural adaptation. The "effective temperature", the one that's
       | reaching your blood vessels and your heart, depends on things
       | like how many layers of clothing you wear, how often you go
       | outside, how much air conditioning you use, et cetera. So for
       | example, in the figure above, Stockholm doesn't get any increased
       | mortality from the cold, no matter how cold it gets. Plausibly
       | that's because they've organized their lives and built
       | environment around surviving cold winters. One study failed to
       | find any excess cold-weather deaths in Siberians even at
       | temperatures as low as -52C (-62F).
       | 
       | But the chart shows lots of excess cold mortality in Beijing,
       | with its frigid winters. You can't live in Beijing at all without
       | being able to deal with lethally low temperatures. The cultural
       | adaptation story must be partially true, but it has some serious
       | problems.
        
       | seanc wrote:
       | Before commenting, do NOT miss the disclaimer at the top:
       | 
       | "[Epistemic status: Extremely confused! Low confidence in all of
       | this]"
       | 
       | This is Scott having a conversation with his readership, not
       | asserting a Bold New Idea.
        
         | [deleted]
        
         | gnicholas wrote:
         | Wish this were more common.
         | 
         | This is how knowledge is created: in communities of smart
         | people with access to diverse sets of information -- and
         | crucially, with an open-mindedness to whatever conclusion the
         | data points to.
        
           | Aachen wrote:
           | Exactly what I was thinking while reading the article.
           | Particularly at
           | 
           | > I realize it's awkward to propose two different mechanisms
           | for the general heat/cold-death relationship and the African
           | extreme, but I don't have any better ideas.
           | 
           | When do you ever read that in a scientific paper? In a
           | podcast by some (self-proclaimed) science communicators, they
           | mention from time to time how the media gets it backwards and
           | that asserting absolute truths is not very scientific, but
           | rather that questioning things and being open minded to
           | whatever the data tells you is how science works. And then
           | you open a paper that, as obscurely worded as possible,
           | describes that given X you get Y. And the next paper claims
           | the opposite. No doubt indicated, just business language
           | stating things as they are.
           | 
           | I dunno, I like blog posts a lot better than trying to get
           | useful info from scientific papers and weighing diverging
           | conclusions based on methods used and other factors. Also,
           | the lack of hyperlinks in papers. It's 2021, people, try
           | clickable words or links in footnotes rather than having to
           | DDG for (and then pay 40 bucks for or sci-hub) the citation
           | mentioned somewhere on page 7 while you were in the middle of
           | a paragraph on page 3 and then still find the relevant part
           | of said citation.
        
           | ehnto wrote:
           | One of my pet peeves about the internet and modern rhetoric
           | in general is how people are forced to write defensively, for
           | fear of any omissions being construed as something you
           | explicitly said, or a not fully finished thought as a binding
           | contract. There's very little wiggle room to be wrong, and I
           | don't mind being wrong, but you don't really get the chance
           | to be constructively wrong in that format.
           | 
           | I've found a conversational trick in saying "But I haven't
           | finished thinking about this yet.". It can sometimes be a bit
           | of a thought terminating cliche, but I find it stops people
           | jumping to contest obvious details in order to get started
           | proving me wrong. People seem to acknowledge that I know I
           | could be wrong, so they're more helpful in the conversation
           | rather than antagonistic or dismissive.
        
       | evan54 wrote:
       | how long does an article like this take to write? Felt very well
       | written!?
        
         | commandlinefan wrote:
         | That's Scott Alexander. He's an amazing writer - possibly one
         | of the best of the 21st century. All the more amazing that he
         | just posts this stuff for free.
        
           | bpodgursky wrote:
           | He's getting paid subs from substack now (and they gave him a
           | good first-year deal), but it's mostly people who pay out of
           | goodwill (there are a few sub-only posts and comment boards,
           | but it's 90% free conent).
        
           | kkjjkgjjgg wrote:
           | I would guess it still takes a while, if only to find the
           | relevant information.
        
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