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Long-range weather forecasts take little skill, Marijuana doesn’t kill brain cells (probably)

Q: How accurate are the long-term (10 to 15 day) weather forecasts on the Internet (such as AccuWeather and The Weather Channel)? Seems to me they are little better than wild guesses after the first couple of days. (Lanney, Sandia Park, New Mexico)

South of Dimmitt, Texas. 1995. The lead time for tornado warnings has more than doubled in the last decade with improved radar and satellite images. [National Oceanic and Atmospheric Administration (NOAA)/National Severe Storms Laboratory]

A: This is one hard question. And I’m not the only one who has had trouble. Who could better determine the facts than the weather folk themselves? Yet, in 1997, National Severe Storms of the NOAA stated, "Information on the quality of public weather forecasts is difficult if not impossible to obtain." Amen.

In 1998, the American Meteorological Society, (AMS) analyzed how well forecasters predict weather. Weathermen use various "skill" systems to score forecasts, where "skill" has a technical meaning: The skill score is the percentage improvement of the forecasts compared with historical climate records. The AMS found:

  • Extended forecasts (beyond Day 14) show no skill. "No verifiable skill exists or is likely to exist for forecasting day-to-day weather changes beyond two weeks. Claims to the contrary should be viewed with skepticism."
     
  • Long-term forecasts (Day 7 to 14) demonstrate little skill. John Q Public could do as well simply checking what the long-term average weather is for that date.
     
  • Short-term forecasts (Days 1 to 7) are better. Temperature predictions show "considerable skill on day 3, with skill decreasing with time until generally only marginal skill remains by day 7."

The 1998 AMS report, however, needs updating to reflect accelerating improvement in forecasts, says Bob McDavitt, a meteorologist and weather ambassador at MetService in New Zealand. McDavitt finds "useful skill" out to about Day 7 now.

A forecast is simply an extrapolation from present conditions, based on a weather model. The mathematical model uses atmospheric-physics theory to predict the weather. Past weather patterns contribute to the picture, as do current observations. "We gather data, extract a pattern, experiment with the results (up to100 times), and publish the output of these experiments — the weather forecast," says McDavitt.

Most people find the results useful, even for extended forecasts. The National Weather Service (NWS) asked folks in Buffalo, New York what they thought of the NWS extended forecast. Of the 500 that responded, most said "good" — a remarkable achievement, considering what weather entails.

Real weather mixes chaos with pattern. Moreover, no model can include the myriad possibilities inherent in chaos — it’s too vast. An iceberg calves off Greenland’s coast. That chaotic event affects Burma’s weather and throws the Burma forecast off, a bit.

The National Severe Storms of the NOAA, however, has useful hints for we who struggle with forecast uncertainties. Which — of the various TV, newspaper, and Internet forecasts — to believe?

  • If all the forecasts agree, they are much more likely to be correct than if they disagree.
  • Average the predictions. The AMS found, for example, that the average of all forecasted maximum temperatures (for day 2 and beyond) has a lower error than that of any individual forecast.
  • Finally, an encouraging word: forecasting skill on Day 5 has more than doubled since the late 1970s. Forecasts improve as weathermen use bigger smarter computers to calculate model predictions in greater detail. The models better reflect reality, as we better understand the physics of weather. Observations are more timely and comprehensive, as we see more with ever-growing networks of radar, satellites, and automated equipment.

    Further Reading:

    American Meteorological Society (AMS): Weather Analysis and Forecasting, 1998

    The New Zealand Windsurfer Online: To catch the wind by Bob McDavitt

    National Severe Storms of the NOAA: Verification of public weather forecasts available via the media by Harold E. Brooks, Arthur Witt, and Michael D. Eilts

    Wind & Weather, weather instruments: Barometer for $60

    National Severe Storms Laboratory: Weather numerical modeling

    National Weather Service Forecast Office in Buffalo, New York: Perceived accuracy

    Q: Does marijuana kill brain cells? (Jason, Chicago, Illinois)

    A: Probably not in humans. At least, marijuana does not kill neurons (nerve cells) in monkey brains, according to two studies.

    Marijuana [Utah State Government, press release]

    By "brain cells," I assume you mean neurons and not other brain cells, such as, glial cells. These cells actually outnumber neurons — yet only support brain structure, digest dead neurons, and insulate neurons.

    One 1991 study, conducted by William Slikker, Jr. of the National Center for Toxicological Research in Arkansas examined 64 rhesus monkeys. Slikker exposed half of these monkeys to marijuana smoke daily or weekly for a year. The other (by Gordon T. Pryor and Charles Rebert at SRI International in Menlo Park, California) studied over 30 rhesus monkeys in 1992. Pryor subjected half his monkeys to marijuana smoke one to three times a day for 6 to 12 months.

    A few months after the monkeys quit inhaling the drug, the experimenters examined the monkeys’ brains. They found no evidence of structural or neurochemical changes in the brains.

    Further Reading:

    William Slikker, Jr. et al, "Chronic Marijuana Smoke Exposure in the Rhesus Monkey," Fundamental and Applied Toxicology 17: 321-32 (1991)

    "Chronic Marijuana Smoke Exposure in the Rhesus Monkey II: Effects on Progressive Ratio and Conditioned Position Responding", by Merle Paule, et al, Journal of Pharmacology and Experimental Therapeutics, #260, 1992, pgs. 213-222.

    Society for Neuroscience: Brain briefings — The brain’s stash

    Utah State Government: Marijuana identification

    (Answered Aug. 27, 2004)

     

     

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