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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link="#0563C1" vlink="#954F72" style='word-wrap:break-word'><div class=WordSection1><p class=MsoNormal><span style='font-size:12.0pt'>Good morning Wanderley,<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'><a href="https://nomads.ncep.noaa.gov/">https://nomads.ncep.noaa.gov/</a> going to the nomads website… page has models and data sources … you can browse variable in the Opendap link for GFS 0.25 degree<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'><a href="https://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs20210325/gfs_0p25_18z.info">https://nomads.ncep.noaa.gov/dods/gfs_0p25/gfs20210325/gfs_0p25_18z.info</a> using this link you can browse variables in the data set and pick any changes.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'>My scripts all work using OPENDAP data. Although yesterday there were some connection issues for OPENDAP and I have got a drop in functionality where you have 2 open data sets.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'>But variable haven’t changed … maybe that is the case with other datasets?<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'>Hope that helped<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt'>Howard Staines <br>Metris forecaster<br>NZ<o:p></o:p></span></p></div></body></html>