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In addition, high-quality ground truth, which is often expensive to generate, is needed to train the network.
To make the YFCC100M even more valuable, we have started working towards supplementing it with a comprehensive set of precomputed features and high-quality ground truth annotations.
The ensemble model was calibrated and evaluated using three years of Meteosat-9 images and data measured at 28 high-quality ground stations over an extensive area, mainly in Europe.
This will ensure realistic expectations and a common, agreed and high-quality ground for work.
The SLR validation of the Swarm orbits is performed using observations from 18 high-quality ground stations of the International Laser Ranging Service tracking network (Pearlman et al. 2002).
As for other water sources, Carlson said Baton Rouge relies on wells because of high-quality ground water in that area.
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Several years of total ozone measured from space by the ERS-2 GOME, the Earth Probe TOMS, and the ADEOS TOMS, are compared with high-quality ground-based observations associated with the Network for the Detection of Stratospheric Change (NDSC), over an extended latitude range and a variety of geophysical conditions.
South African National Space Agency (SANSA) is acknowledged for high-quality ground-based data.
Although statistically rigorous, ground-based surveys are increasingly implemented, for example sampling-based national forest inventories [ 34] or the LUCAS survey in the European Union [ 35], there prevails a huge lack of high-quality, ground-based data on land management, especially for those regions where land use changes rapidly.
Finally, avenues for reducing yield uncertainties were identified, including: increasing the reliability and resolution of solar radiation estimates, including measurements of irradiance in non-horizontal planes at high quality ground stations, reducing the uncertainty in module ratings and investigating losses that have not been well documented such as those due to dirt, soiling and snow.
But a few of the small mills have a real seriousness of purpose and ship high-quality freshly ground grits year-round.
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