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She also scotches the hoary myth that the satellite data contradicts the ground data.
However, the ground data collection process supporting this effort is time consuming and subjective.
The overall Kappa coefficient of 0.85 also showed good agreement between the LULC and the ground data.
'On the ground' data was collected via ride-alongs with 15 inhabitants of the Leidsche Rijn neighbourhood.
The reason for the underestimation is attributed to the fact that cloud cover fraction derived from the ground data does not bear information on cloud optical thickness.
OVER at Vox, J. Vernon Henderson, Adam Storeygard, and David N. Weil write that images of the earth at night can be used to refine GDP data for places that stuffer from poor on the ground data collection.
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A Venetian merchant's handwritten diary supplies some on-the-ground data.
Fouded by journalists and scientists in 2000, the organisation provides on-the-ground data about the global freshwater crisis.
According to GCC's Singer: "What's exciting is these grants will compile on-the-ground data from locally based projects that can be readily scaled up".
But even with rich on-the-ground data, it can be difficult to determine exactly who shot at the sites and when.
An often cited challenge in achieving development goals aimed at poverty and hunger reduction is the lack of reliable on-the-ground data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com