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Earth Simulator Now Predicting Hurricanes?

GeoGreg writes "The BBC is reporting that the Japanese Earth Simulator supercomputer is producing results showing that it is possible to model climate down to the level of severe weather events such as hurricanes. This computer has been discussed on Slashdot previously, and it sounds like at least some of the hype around this beastie was justified."

42 of 167 comments (clear)

  1. Butterfly by tgrasl · · Score: 5, Funny

    Can It predict where to put the butterfly to stop them ?

  2. Model by CGP314 · · Score: 4, Insightful

    the Japanese Earth Simulator supercomputer is producing results showing that it is possible to model climate down to the level of severe weather events

    Sure, you can model it, but how accurate is the model? I can model a cow as a sphere, but I haven't told you if that is appropriate for what I need.

    1. Re:Model by kahei · · Score: 2, Funny


      Next step: Breed spherical cow.

      --
      Whence? Hence. Whither? Thither.
    2. Re:Model by Davak · · Score: 4, Insightful

      In my belief, this is an excellent point. Being in a scientific field, I have a tendency...err...not to believe people doing research!

      This thing is easy enough to test. Plug in a the variables today... and see if it predicts the weather currently tomorrow, or the next big hurricane, or whatever. They haven't published this type of research yet... why not?

      Pretty graphics and powerful computers do not insure success.

      Show me the data.

      Davak

    3. Re:Model by Davak · · Score: 3, Informative
      Really?

      dictionary.com gives me...

      Insure - To make sure, certain, or secure. (See Usage Note at assure)
      Ensure - To make sure or certain; insure: Our precautions ensured our safety. (See Usage Note at assure.)


      Usage Note: Assure, ensure, and insure all mean "to make secure or certain." Only assure is used with reference to a person in the sense of "to set the mind at rest": assured the leader of his loyalty. Although ensure and insure are generally interchangeable, only insure is now widely used in American English in the commercial sense of "to guarantee persons or property against risk."

      I'm still not sure who is correct here. Please don't make me diagram the sentence. :)

      Davak
    4. Re:Model by snarkh · · Score: 3, Insightful

      Being in a scientific field, you might have taken a minute to read the article, where it says that the computer is designed for climate not weather forecast. I.e., you might get an accurate estimate for the probability of a hurricane within a given month, but don't expect to find out the weather for tomorrow.

    5. Re:Model by 91stst · · Score: 2, Informative

      Meteorologist HAVE been doing this type of research for many years now. Here is the data you requested, the computed skill score of all current NCEP Operational weather models.

      NCEP Skill Scores

      If this doesn't convince you that much research is currently being done to improve weather prediciton, here is the fields most recent effort, the WRF model, a collaborative Operational/Research model.

      WRF Model

      Keep in mind, the model can only resolve a solution near that of the actual resolution of the input data, i.e. observed conditions. This is why weather prediction is still an evloving science. Not only must these supercomputers solve the non-linear multivariate/ multidimenional equations governing the atmosphere, but scientist must also devise methods to quickly, and more importantly, accurately input the most recent data so the products can be made in a reasonable time for the public.

    6. Re:Model by Glock27 · · Score: 3, Informative
      the Japanese Earth Simulator supercomputer is producing results showing that it is possible to model climate down to the level of severe weather events

      First of all, that is already happening with current weather models...those are the ones that predict hurricane paths and such. There were already predictions that this would be an unusually heavy hurricane season before it started - those were due to climate models that showed the ocean area responsible would be warmer than normal.

      Predicting where hurricanes will appear and where they will go ahead of time (that is without looking at the current weather patterns while it is happening) involves that pesky chaos thing and good luck with that.

      Perhaps what the person was trying to say is that this is the first time researchers have been able to run 10 km. (or 5, or 1) resolution models on a global scale all at once - and that is quite an achievement if so.

      BTW, the point of all this is not to predict individual hurricanes or tracks. It is primarily to identify long-term climate trends. From the article:

      "This means that we potentially have the capability to predict whether storms like Hurricane Isabel will be on the increase in future." - Professor Julia Slingo. (Hmmm, I guess she's from Soviet Russia;)

      --
      Galileo: "The Earth revolves around the Sun!"
      Score: -1 100% Flamebait
    7. Re:Model by 2marcus · · Score: 2, Insightful

      Actually, what you want to do is take the best data you can find for "exogenous" variables over the last 100 years (solar cycle, volcanoes, anthropogenic emissions), and plug them into the model and compare the overall trends to reality (rather than trying to predict a "specific" hurricane, which is not what the model is designed for): One would expect that you can match global average temperature and sea level rise pretty well since current (100 km resolution) models already do so (see IPCC report). The question is whether you can match extreme weather events. Unfortunately, I don't know if we have good enough data about hurricanes going back long enough to really see trends... And this is a controversial area, because many climate change scientists believe that an increase in radiative forcing due to greenhouse gas emissions will lead to increased latent heat (ie, more water in gaseous state) in equatorial regions, which should increase the frequency of events like hurricanes... Which would be yet another reason to reduce GHG emissions. But others disagree. And when it comes down to it, you are trying to validate your model either because you believe you have done a good job on the fundamental physical processes, or by matching external data, and I think we may not be confident in either of those areas yet. But it is still a useful exercise to see what our best predictions show, even if there is significant uncertainty in those predictions.

  3. Pish posh. by JanusFury · · Score: 5, Funny

    I'm still waiting for a supercomputer that can create hurricanes. Who cares about predicting them when you can't do anything to stop them? I envision a future where we stop hurricanes by throwing other hurricanes at them, and nations conduct large scale wars by throwing hurricanes at each other.

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    using namespace slashdot;
    troll::post();
  4. 10km resolution by CriX · · Score: 4, Insightful

    Wow, I'm surprised that a resolution of 10 cubic kilometers is enough to actually make any predictions besides the most general of weather trends.

    Think of the variation between the state of air at sea level and then at the ceiling of a 10km cell... that's some severe approximation.

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    Moderation: +1 pwnage
    1. Re:10km resolution by BRock97 · · Score: 4, Interesting

      Wow, I'm surprised that a resolution of 10 cubic kilometers is enough to actually make any predictions besides the most general of weather trends.

      Define "the most general of weather trends". Currently, at least for here in the US, the model of choice (something always of debate) is the Eta that typically is run at 44km (they have much higher resolutions, but those aren't as readily available). Believe it or not, this model has been great at forecasting for frontal based weather (like thunderstorms along a cold front) and winter storm systems (it is able to place the areas of heavy snow by county) Depending on how close the model run is the the event, the placement of this information is usually pretty close.

      That isn't to say it is perfect. As you could imagine for a grid that size, the model will typically miss popcorn type showers and thunderstorms. Also, if you do any severe weather forecasting, you will miss the small scale features like a tornado or such.

      They have something called the RUC which is run at 20km. I am not as familiar with this model, but a person I work with has used it to do tornado forecasting (check out the historic data towards the bottom) and has had incredible results.

      --

      Bryan R.
      The price of freedom is eternal vigilance, or $12.50 as seen on eBay.....
    2. Re:10km resolution by Katchina'404 · · Score: 4, Informative

      A cubic kilometer is the volume of a cube of 1km*1km*1km = 1km^3.

      Therefore 10 cubic kilometers is the volume of 10 such cubes. For example, a volume of 10km*1km*1km is 10 cubic kilometers.

      If you want a cube of 10 cubic kilometers, it would have a height (and width and depth, of course) of [cubic-root of 10]km, which is about 2.15km.

      --
      Ceci n'est pas une signature
    3. Re:10km resolution by imsabbel · · Score: 3, Informative

      actually, the 10km are not hight. A modern simulation uses 30-70 layers, spread across the 15-25km height they simulate

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      HI O WISE PRINCE. WHT TOOK U SO DAM LONG?
    4. Re:10km resolution by rfovell · · Score: 4, Insightful

      Wow, I'm surprised that a resolution of 10 cubic kilometers is enough to actually make any predictions besides the most general of weather trends.

      Think of the variation between the state of air at sea level and then at the ceiling of a 10km cell... that's some severe approximation.


      It would be a horrifically bad approximation, yes, but you cannot compare horizontal resolutions and scales with vertical ones. The temperature variation over the lowest 10 km is about 70C (130F). At that height, pressure and density are both about 20% of their sea level values. You'll never find that kind of variation in the horizontal over any distance, never mind adjacent 10 km grid squares.

      There is much that cannot be resolved at 10 km, but at this point in time 10 km horizontal resolution on a global scale is fantastic.

      --
      Every rule has an exception (except this one).
  5. Earthsim do cool things by lingqi · · Score: 5, Informative
    Saw a TV program on it a while back; they showed research on researchers using EarthSim to see shockwave propogation if a large earthquake was to occur in Kanto, or more specifically within a short distance to Tokyo (which is probably the biggest worry to the entire Japanese seismelogical and to a lesser extent meterological bodies).

    The conclusion was basically that Japan would be f***'ed if such was to happen, but that's rant for another day.

    So, earthsimulator simulates a lot of things. I am surprised that they don't model nuclear blasts on them, because it certainly CAN. Or at least we just don't know about it.

    One thing is for sure, though - I will attest that NEC definitely made a bundle over this =)

    btw, for ppl who are in japan, you can schedule tours to the place. I havn't tried yet, but in case anyone is interested... (now that I think about it, wasn't there a story about this a while back?) but here is a link just for fun: visitor information.

    and if you are brave enough for the same page in japanese, click here. (The japanese page has a japanese map, which shows station names in kanji. I always found kanji station names to be more help, but that might be just me...

    --

    My life in the land of the rising sun.

    1. Re:Earthsim do cool things by Raveolution · · Score: 5, Informative

      Take a look to the authorized projects list for 2003 Here.

    2. Re:Earthsim do cool things by blibbleblobble · · Score: 4, Funny

      "I am surprised that they don't model nuclear blasts on them, because it certainly CAN."

      The one in Los Alamos does that, while the Japanese one predicts weather. It's something of a common joke that the japanese are using world's fastest supercomputer to improve the environment, while the americans are using the world's second-fastest supercomputer to design bigger nuclear weapons.

  6. Output by mmmjstone · · Score: 2, Insightful

    I wonder if the system releases only one pattern that the weather will follow or if it returns many different ways that the weather could go. From what I've heard previously about hurricanes, they have the tendancy to change paths when they feel like it - would the machine give more than just one pattern that the hurricane could take or do you think that it gives what it has discovered is the best answer?

    --
    bwah-ha-ha-ha
    1. Re:Output by girouette · · Score: 5, Informative

      Each run of the model only offers one solution (called a deterministic forecast).

      There is a technique called ensemble forecasting, whereby you run multiple instances of the model with slightly disturbed initial conditions and/or slightly tweaked model parameters. You can then examine the statistics of the ensemble to try and obtain information a deterministic forecast might not be able to give you.

      Note that the goal in this particular case is not hurricane forecasting as such. The newsworthy information is that this is the first time that a climate model can be run at a resolution high enough that hurricanes become possible within the simulation. Short term models used for the daily weather forecast do this reasonably well already.

    2. Re:Output by BRock97 · · Score: 3, Interesting

      I wonder if the system releases only one pattern that the weather will follow or if it returns many different ways that the weather could go.

      I would hope so. The National Center for Environmental Predictions (NCEP) does this now with their model called the Global Forecast System (GFS) that goes out to 384 hours or 16 days. With this model, they do something called ensemble forecasts where they rerun the model another ten times at a reduced resolution from the master run with perturbations added to each. Then they compare the results and will, on some of the graphics, use all ten to perform a type of averaging to remove the really bogus forecasts.

      My experience has been if you are doing any type of long range forecasting, the ensemble method is the way to go. I am not saying that it is exact, but has proven an invaluable guide past day 4 for good long range forecasting. My guess is that this project in Japan would be taking this into account and performing something like this type of ensemble method. If not, I would seriously question their results.

      --

      Bryan R.
      The price of freedom is eternal vigilance, or $12.50 as seen on eBay.....
  7. But can it.... by stewwy · · Score: 2, Interesting

    Model the destruction to the USA east coast that WILL happen when a large chunk of the Canaries falls into the sea, ( estimated to be sometime in the next few centuries ) now if the EU really wanted to 'influence' US policy a few studies like these, plus a bit of mining might do it ..... conspiracy theorists take note!

  8. Distributed project by LarsWestergren · · Score: 4, Interesting

    As mentioned before, there is a distributed project called climateprediction.net
    for those who want to participate themselves. It is run by the University of Oxford in the UK, it is not affiliated with . So far only a windows client, but a Linux one is in the works. It is very CPU intensive, so if you have less than an 800mhz processor you shouldn't bother, it would take months to finish a single unit of work.

    Hey, do you find it suprising that the nation that knows the least about climate science is the one that is most skeptical about global warming?

    "In little more than a decade, the United States has fallen significantly behind other countries in its ability to simulate and predict long-term shifts in climate, according to a wide range of scientists and recent federal studies."
    "During the Clinton administration, the lack of American modeling leadership did not have a discernible impact on climate policy, various experts said. But it did prevent the United States from playing a more central role in writing critical sections of the Intergovernmental Panel's report -- particularly the part assessing the extent of human influence on the warming trend of recent decades.

    In computing power, Dr. Sarachik said, "our top two centers together don't amount to one-fifth of the European effort."


    In that article from the New York Times is from two years ago! It mentions the japanese plans to build the Earth Simulator.

    --

    Being bitter is drinking poison and hoping someone else will die

  9. Predicting Hurricaines.. by tonywestonuk · · Score: 2, Interesting

    I think it should be noted that the article says they can only predict the likelyhood of hurricains occuring, rather than actual individual instances of hurricains as that title of this story implys..... We wont be able to fast forward the model, and predict a hurricaine years before it comes along for instance.... (Somthing to do with Chaos theory ends all hope of this ever happening..... You'd have to predict a leaf falling someplace else first!).

    1. Re:Predicting Hurricaines.. by girouette · · Score: 2, Insightful

      You are right, the forecasting of individual hurricanes or storms is completely besides the point of a climate model.

      The application here is in the area of climate forecasting, attempting to forecast trends in upcoming decades. It's not even important whether the model gets individual storms right, as long as the averages are realistic.

      The advance is in becoming able to incorporate hurricanes in the simulation. This should help improve the realism of those trends and averages.

  10. Neat Trick But... by Shihar · · Score: 3, Interesting

    While it is nice to know the computing power is out there, people need to realize that the prediction is only as good as the software the scientist. There are a lot of things that go into the weather. I question if we have caputred data on enough of them to really start making such long term predictions. I am curious if they have actually been able to modle past weather based upon the data they would have had avalable. Predicting the weather for what happened a year ago would be a neat trick, but only if you don't cheat and use more data then what would have been avalable if one had done it for real.

  11. Supercomputer by Molina+the+Bofh · · Score: 2, Funny

    Eventually this supercomputer will be able to model climate down to the level of 42.

    --

    -
    Roses are #FF0000, Violets are #0000FF, find / -name '*base*' |xargs chown -R us && mv zig greatjustice
  12. No pussy-footing for NEC by rgoer · · Score: 3, Funny

    I had no idea how much more powerful NEC's EarthSim was than the the "next best thing" was, as far as supercomputers go, but check Top500.org's current list (to be updated in November) out: NEC ES runs, at max, almost three times (!) the G-flops as the next runner-up. I always figured the supercomputer races would be like Cedar Pointe and their roller coasters... you know, somebody builds a bigger or faster one, so you build another that edges them out by just enough to reclaim the title. I had no idea NEC decided to take the "largest computational genitals, period" crown with such authority.

    1. Re:No pussy-footing for NEC by DrMindWarp · · Score: 2, Informative

      The NEC EarthSimulator has been top of the Top500 list since the June 2002 edition. The main reason for its maintained top ranking is that it is a highly specialised, purpose-built machine. As far as I am aware, all the other listed machines come off a production line or are built from off-the-shelf, commodity parts. That's not to suggest one couldn't buy an EathSim off NEC if you made a suitable offer :-) If my memory serves me, a similar, highly specialised machine, the Japanese 'Numerical Wind Tunnel', was top of the list for quite a while too. It was also a vector processor based machine.

  13. When will the find that culprit butterfly .... by leoaugust · · Score: 3, Funny

    "They show that, for the first time, our climate models can be run at resolutions capable of ...

    I have always heard that the flapping of a butterfly here can cause a storm in China ....

    Just wondering whether someday the resolution will be so good that out of the millions of butterflies flapping, they will be able to track down that culprit whose flapping caused the storm in china ...

    because if they can do it, you won't find me posting to slashdot, but on the run trying to kill that damn butterfly before I am blamed for it all ... The TIA and CAPPS goons shoot horses, don't they ... or is it people that they shoot ...

    --
    To see a world in a grain of sand, and then to step back and see the beach where the sand lies ...
  14. Re:Act of God? by bhima · · Score: 2, Insightful
    Given that they accept these things on faith. I expect that another solution for their need to rationalize the beliefs will show itself.

    Don't frustrate yourself! Don't worry about these folks!

    Probably off topic but my daughter recently learned about how hurricanes form, and what powers them in school and was quite fascinated. My point is that the truth about our natural surroundings can be as interesting to those recently exposed to it (But I suppose it requires an open mind) as the fantasies concocted by the zealots!

    --
    Nothing in the world is more dangerous than sincere ignorance and conscientious stupidity.
  15. Not really predicting per se... by OneOver137 · · Score: 2, Informative
    but rather
    "This means that we potentially have the capability to predict whether storms like Hurricane Isabel will be on the increase in future."
    Just a trending or probability, not "a Cat 5 hurricane will form at this lat/lon and go here". Good start though, and we'll get there someday.
  16. Re:Simulator this by queenpopsicle · · Score: 2, Funny

    I can get back to you on that grammar nazi thing once I actually wake up; my alarm just went off about 10 minutes ago. But, I see what you mean :-)

  17. Hurricanes and Tornadoes are man-made. by Anonymous Coward · · Score: 2, Interesting
    This just in off the KookWire...
    Hurricanes and Tornadoes (and also other socalled natural disasters) are man-made. All you need is a weather satellite and you'll whip up that tunnel to the strenght that you want it and you drive that thing to shore or through the country.

    Who would do such a thing? Is it Al Queda? No, but it is the same that runs secrely Al Queda and any other form of terror group, it is the SEGNPMSS, the still existing German Nazi Pyschiatrists Mindcontroller Secret Service.

    And if the American secret services would be not as blind and secretly also run by the SEGNPMSS, they would have blown the whistle on the Germans already or would have at least come up with weather satellites defenses, e.g. would destroy the Hurricanes or Tornadoes or at least push them back out in the ocean or in areas where they can't do much harm.

    Why would the SEGNPMSS attack America? Because they always have. They like killing people, esp. Americans and Jews, but others and German people are not save either from them, and costing the USA Billions of Dollars damages. They want Germany to be world power number one, and USA, despite so much under their control, is still in their way.

    I don't make this stuff up. This person is serious and has filed thousands of FOIA requests and loads of courts cases to "get at the truth" of how she's Elron Hubbard's daughter (not!) and he was replaced by a Nazi-controlled clone.

    Sometimes you feel like a nut, and sometimes you don't... Sad really.

  18. Nonsense in article by Brian+Blessed · · Score: 2, Insightful

    The article contains a photo of a train with the caption: Fewer tracks may buckle in heatwaves

    The recent track buckling problem in the UK was caused by the use of cheap lightweight tracks (which is why our European neighbours were unaffected). I have to wonder though how the author of this article reaches the conclusion that simulating climate models will actually lead to less track buckling. It was already known that the tracks would buckle occaisionally, but those in charge of the railways planned for drivers to slow down and try to see buckled lines ahead (as if derailing at 60mph is acceptable!).

  19. So, its all to play a complicated game of.. by Anonymous Coward · · Score: 2, Funny

    SimEarth.

    Lucky Bastards.

  20. Re:Act of God? by Rostin · · Score: 2, Insightful

    This comment is akinned to those that people make who are convinced that Science (tm) has somehow disproven the existence of God, simply because we now have a better understanding of the physical mechanisms for certain phenomena that used to be explained by divine activity (a popular example is Zeus casting down lightning bolts). Whether or not individual lightning "bolts" (or hurricanes) have some divine purpose is not a question that we can answer by understanding atmospheric science. In a rough parallel, it might be asked, "Why did Phigrin type what he typed?" And in response someone will say, "Because the electrical/chemical impulses transmitted via his nervous system caused the muscles in his fingers to move in such and such a fashion." It's a valid answer, but says nothing about Phigrin's intents or motives.

  21. Better models please by Pedrito · · Score: 3, Insightful

    I live in Southern Mexico on the coast. About 5 years ago Hurrican Mitch, a category 5 hurricane, was sitting out at sea not too far away. For nearly a week it hardly moved, just hanging out in the middle of the ocean building up strength. The whole time, the NOAA/NHC was predicting it would hit us dead on in 3 days. Yet the hurricane just stayed there.

    Suddenly, the hurricane turned south and hit Honduras. Where it again stalled and hung out for 3 days. In the end, about 11,000 Hondurans died, primarily from massive mudslides that consumed enitre villages.

    I really hope they improve the models significantly so that things like this don't have to happen. If hurricanes could be predicted with more accuracy, to the point that people and countries could trust the predictions, these areas could be evacuated.

    Unfortunately, with the level of accuracy, there's such a wide area in the predicted path that it's impossible to evacuate everyone that could potentially be in the path in time to save them.

    When I first moved down here, I though, "Gee, I'd like to see what a hurricane is like." Then Mitch showed up. When you have a category 5 hurricane on your doorstep, you start to re-evaluate your life a bit. The town I live in would have been leveled. I would have been one of the lucky ones. I had a car and would have simply driven inland to avoid it. A lot of people couldn't have afforded to do that.

    With more accurate predictions, the government could sponsor the evacuations and save a lot of lives.

  22. Re:Who needs a supercomputer? by nat5an · · Score: 2, Insightful

    Well, it's not really so much of an urban legend, as a way of explaining chaos theory (thanks Jurassic Park). The idea is that, no matter how accurate your initial data are, there will still be some round-off errors (basically) in your numbers. When you do a lot of calculations on these data, small differences in the initial data manifest themselves as large-scale phenomena down the road. Hence, a butterfly's position now determines whether or not a hurricane occurs three weeks later.

    --
    Head down, go to sleep to the rhythm of the war drums...
  23. The New York Times has a zoo animal mascot?!? by ianscot · · Score: 2, Insightful
    If you left out the BBC-sexy-up-styling to comment, I might have taken you seriously. So go back and keep getting your news and political insight from a webpage that has a zoo animal for a logo.

    The article quoted from was in the New York Times originally, wasn't it?

    I don't gather how you can say that America know the LEAST about climate science because the EU/Japn have fast computers.

    Hey, here's an idea for anonymous cowards everywhere -- If you actually read the article, all the way through, you might not have to post anonymously. Then you might see exactly what the article says about the US's ability to predict long-term climate, see, instead of just responding to one paragraph out of context. Zoinks, wouldn't that be informative?

    --
    "Fundamentalism" isn't about divine morality. It's about human authority.
  24. Re:Who needs a supercomputer? by 4of12 · · Score: 2, Informative

    small differences in the initial data manifest themselves as large-scale phenomena down the road.

    A good point to emphasize when people are blindly clamoring for more computer power.

    Lyapunov exponents for portions of phase space for a nonlinear system will cause this divergence.

    So, yes, no matter how many bits of floating point mantissa you carry, or how precise your measure your initial conditions, exp(at) will inevitably grow if a > 0.

    And, just in case anyone's proud of their accurate code and precise initial conditions, there's still Heisenberg to prevent you from measuring too much accurate information at the same time.

    IIRC, someone once determined that a pencil, balanced on its point, would always fall within 22 seconds because of the inherent uncertainty in position and momentum that could be established initially.

    --
    "Provided by the management for your protection."
  25. Americans DO know the least about the climate by Phronesis · · Score: 2, Informative
    Americans are phenomenally ignorant about climate. Most do not even know why summer is hotter than winter. As the AAAS Project 2061 describes it,
    A classic video made at a Harvard University graduation illustrates what I mean ( Private Universe Project, 1989). In the video, young graduates and faculty--still in their caps and gowns-- answer this question: Why is it warm in the summer and cold in the winter? Twenty-two out of 25 got the answer wrong. The typical answer was that it's warmer in the summer because the earth is closer to the sun. (The correct answer is that it's warmer then because the tilt of the earth, which remains constant as the earth orbits the sun, puts each hemisphere at an angle to receive maximum sunlight during the summer. The distance from the earth to the sun varies very little--actually, the earth is a little closer to the sun in January.)

    More than half of the US population doesn't know that the earth orbits the sun or how scientists figured out that it does. Almost no one can explain what the phrase "orbits the sun" even means. Worse still, few can distinguish between an evidence-based explanation of how the physical world works and an opinion-based one.