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The widespread increase of water vapor in ALL 1980 2009 is consistent with surface synoptic observations and reanalysis data6.
Finally, the classification results are compared with multispectral threshold tests, surface synoptic observations, and total cloud cover (tcdc) of reanalysis data produced by National Centers for Environmental Prediction (NCEP) and National Center for Atmospheric Research (NCAR).
Wet snow accumulations on overhead power lines are estimated using observations from a network of surface synoptic weather stations, while areas of severe in-cloud icing (rime icing) are identified from high resolution numerical weather prediction model simulations.
surface SYNOPtic observations.
Dust storm data are from the SYNOP (surface synoptic observations) reports from 23 ground stations.
To detect such motion, we also plan to install several dual-frequency GPS systems, simultaneously with the multiple low-cost GPS buoys, in addition to making surface synoptic observations near the Shirase Glacier.
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In-situ data collection includes moorings, profilers and gliders to provide 3D, time-dependent sampling, HF radar and surface drifters for synoptic sampling of surface currents, and satellite remote sensing of surface ocean properties.
In-SAR analysis has been successfully applied to understanding synoptic surface displacement caused by the 2011 earthquake (Kobayashi et al., 2011; Feng et al., 2012).
Tracking data from sooty and short-tailed shearwaters from three regions of New Zealand and Australia were combined with at-sea observations of shearwaters in the Southern Ocean, physical oceanography, near-surface copepod distributions, pelagic trawl data, and synoptic near-surface winds.
Satellite-derived observations can effectively provide global views of natural processes, including surface water movement at synoptic scales not feasible through conventional field measurements19, 20.
However, since the perturbation lies very close to the solar surface, one can use synoptic data as an outer boundary condition to fix the choice.
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