Geological Survey satellite program is resulting in,
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Called LandTrendr,
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Comparing satellite data to ground data,
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The unexpected disturbance pattern showed a long slow decline of tree health over years followed by slow regrowth. It emerged in several areas,
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Kennedy says that LandTrendr works because of the unique nature of Landsat data. The data embedded in images are a scientific record of the Earth’s surface that goes back 40 years. Each image,
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Studying big areas over many years means handling big data sets and figuring out how to get all the data to work together for meaningful comparisons,
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Kennedy’s breakthrough was to combine cloud free pixels from multiple scenes of the same area collected over the growing season in late summer. Then he compares the new images for each year to one another. By breaking a scene down into smaller sized pixels,
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"We’re getting better data use out of what people think of as crummier images,
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What makes all this possible are two things: Computers are finally powerful enough to process vast amounts of data,
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The Oregon Data Trail

The Landsat program has been observing Earth’s land surfaces consistently since 1972,
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"Not that long ago the size of an individual Landsat scene would have crippled most desk top computers,
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When Kennedy first saw a yearly succession of moderate resolution Landsat satellite images of a 13,
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The ability to scroll backward and forward through time and Kennedy’s new technique for creating single visualizations out of millions of bits of data from hundreds of Landsat images has revealed not just the patchwork of fire scars and clear cuts what he was originally looking for when he partnered with the Forest Service but also the slow and subtle changes that take place over many years,
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"We did not expect that,
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The second,
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Kennedy says to confirm the satellite data,
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The imagery produced by LandTrendr is a remarkable tool for looking at change over time,
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"That ability to read the story of the landscape is something that the Landsat archive allows us to do like none other,
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