Lesson 14
The Butterfly Effect
- Beyond two or three days, the world’s best weather forecasts are speculative, and beyond six or seven they are worthless.超过两三天,世界上最好的天气预报也只是推测性的;而超过六七天,它们就毫无价值了。
- The Butterfly Effect is the reason.蝴蝶效应就是原因。
- For small pieces of weather—and to a global forecaster, small can mean thunderstorms and blizzards—any prediction deteriorates rapidly.对于小型的天气片段——且对于一位全球预报员来说,小型可能意味着雷暴和暴风雪——任何预测都会迅速恶化。
- Errors and uncertainties multiply, cascading upward through a chain of turbulent features, from dust devils and squalls up to continent-size eddies that only satellites can see.错误和不确定性通过一系列湍流特征向上级联,从尘卷风和飑一直到只有卫星才能看到的大陆规模涡旋,不断成倍增加。
- The modern weather models work with a grid of points of the order of sixty miles apart, and even so, some starting data has to be guessed, since ground stations and satellites cannot see everywhere.现代天气模型使用大约相隔六十英里的点网格,即便如此,一些初始数据仍需猜测,因为地面站和卫星无法观测到所有地方。
- But suppose the earth could be covered with sensors spaced one foot apart, rising at one-foot intervals all the way to the top of the atmosphere.但是假设地球可以被覆盖上间隔一英尺的传感器,并以一英尺的间隔一直延伸到大气层顶部。
- Suppose every sensor gives perfectly accurate readings of temperature, pressure, humidity, and any other quantity a meteorologist would want.假设每个传感器都能给出关于温度、压力、湿度以及气象学家可能需要的任何其他量的完美准确读数。
- Precisely at noon an infinitely powerful computer takes all the data and calculates what will happen at each point at 12.01, then 12.02, then 12.03 ...在正午时刻,一台无限强大的计算机获取所有数据,并计算在12:01、12:02、12:03等每一个时间点将会发生什么
- The computer will still be unable to predict whether Princeton, New Jersey, will have sun or rain on a day one month away.计算机仍然将无法预测普林斯顿(新泽西州)在一个月后的某一天是晴天还是雨天。
- At noon the spaces between the sensors will hide fluctuations that the computer will not know about, tiny deviations from the average.在中午,传感器之间的空间将隐藏计算机无法察觉的波动,即偏离平均值的微小偏差。
- By 12.01, those fluctuations will already have created small errors one foot away.到12点01分,那些波动将已经在距离一英尺远的地方造成了小的误差。
- Soon the errors will have multiplied to the ten-foot scale, and so on up to the size of the globe.很快,这些错误将成倍增加到十英尺的规模,以此类推,直到达到地球的大小。