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Why Monsanto Spent $1 Billion on Climate Data - Modern Farmer
By Dan Mitchell on October 2, 2013

Climate Corporation doesn’t limit itself to weather data. As politicians, pundits, and people on the Internet continue to argue over whether climate change is real, the insurance industry has for years been operating under the assumption that it is. So Climate Corporation uses data from major climate-change models — the very ones that are under constant assault by doubters — in its calculations.

Climate Corporation manages an eye-popping 50 terabytes of live data, all at once. Besides climate-change models, data is collected from regular old weather forecasts and histories, soil observations, and other sources. The company collects data from 2.5 million separate locations. Given these numbers, it shouldn’t be surprising that Climate Corporation is basically alone in this market. The barriers to entry are immense.

The company makes use of “machine learning” —a kind of artificial intelligence. That’s the technology behind, for example, determining which of your incoming email messages are spam —except in this case the tech is much, much more sophisticated. Each new bit of data that’s entered into the system — rainfall in Douglas County Nebraska, say, or the average heat index in Louisiana’s Winn Parish —helps it learn, and more accurately forecast what will happen in the future.
Monsanto  Climate_Corporation  weather  crop_insurance  insurance  massive_data_sets  data_driven  machine_learning  artificial_intelligence 
october 2013 by jerryking
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