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< section id = "precip-accumulation-region-of-interest" >
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< h1 > Precip Accumulation-Region Of Interest< a class = "headerlink" href = "#precip-accumulation-region-of-interest" title = "Permalink to this heading" > < / a > < / h1 >
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< p > < a class = "reference external" href = "http://nbviewer.ipython.org/github/Unidata/python-awips/blob/master/examples/notebooks/Precip_Accumulation-Region_Of_Interest.ipynb" > Notebook< / a >
A way to determine areas of greatest precipitation and generate imagery
for that sector.< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "kn" > from< / span > < span class = "nn" > awips.dataaccess< / span > < span class = "kn" > import< / span > < span class = "n" > DataAccessLayer< / span >
< span class = "kn" > import< / span > < span class = "nn" > cartopy.crs< / span > < span class = "k" > as< / span > < span class = "nn" > ccrs< / span >
< span class = "kn" > import< / span > < span class = "nn" > matplotlib.pyplot< / span > < span class = "k" > as< / span > < span class = "nn" > plt< / span >
< span class = "kn" > from< / span > < span class = "nn" > cartopy.mpl.gridliner< / span > < span class = "kn" > import< / span > < span class = "n" > LONGITUDE_FORMATTER< / span > < span class = "p" > ,< / span > < span class = "n" > LATITUDE_FORMATTER< / span >
< span class = "kn" > from< / span > < span class = "nn" > metpy.units< / span > < span class = "kn" > import< / span > < span class = "n" > units< / span >
< span class = "kn" > import< / span > < span class = "nn" > numpy< / span > < span class = "k" > as< / span > < span class = "nn" > np< / span >
< span class = "kn" > from< / span > < span class = "nn" > shapely.geometry< / span > < span class = "kn" > import< / span > < span class = "n" > Point< / span > < span class = "p" > ,< / span > < span class = "n" > Polygon< / span >
< span class = "o" > %< / span > < span class = "k" > matplotlib< / span > inline
< span class = "n" > conus< / span > < span class = "o" > =< / span > < span class = "p" > [< / span > < span class = "o" > -< / span > < span class = "mi" > 120< / span > < span class = "p" > ,< / span > < span class = "o" > -< / span > < span class = "mi" > 65< / span > < span class = "p" > ,< / span > < span class = "mi" > 28< / span > < span class = "p" > ,< / span > < span class = "mi" > 50< / span > < span class = "p" > ]< / span >
< span class = "n" > conus_envelope< / span > < span class = "o" > =< / span > < span class = "n" > Polygon< / span > < span class = "p" > ([(< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ]),(< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 3< / span > < span class = "p" > ]),< / span >
< span class = "p" > (< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 1< / span > < span class = "p" > ],< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 3< / span > < span class = "p" > ]),(< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 1< / span > < span class = "p" > ],< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ]),< / span >
< span class = "p" > (< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > conus< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ])])< / span >
< span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > changeEDEXHost< / span > < span class = "p" > (< / span > < span class = "s2" > " edex-cloud.unidata.ucar.edu" < / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > newDataRequest< / span > < span class = "p" > (< / span > < span class = "s2" > " grid" < / span > < span class = "p" > ,< / span > < span class = "n" > envelope< / span > < span class = "o" > =< / span > < span class = "n" > conus_envelope< / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLocationNames< / span > < span class = "p" > (< / span > < span class = "s2" > " NAM40" < / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLevels< / span > < span class = "p" > (< / span > < span class = "s2" > " 0.0SFC" < / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setParameters< / span > < span class = "p" > (< / span > < span class = "s2" > " TP" < / span > < span class = "p" > )< / span >
< span class = "n" > cycles< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "kc" > True< / span > < span class = "p" > )< / span >
< span class = "n" > times< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "n" > fcstRun< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getForecastRun< / span > < span class = "p" > (< / span > < span class = "n" > cycles< / span > < span class = "p" > [< / span > < span class = "o" > -< / span > < span class = "mi" > 2< / span > < span class = "p" > ],< / span > < span class = "n" > times< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< p > Calculate accumulated precipitation< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "k" > for< / span > < span class = "n" > i< / span > < span class = "p" > ,< / span > < span class = "n" > tt< / span > < span class = "ow" > in< / span > < span class = "nb" > enumerate< / span > < span class = "p" > (< / span > < span class = "n" > fcstRun< / span > < span class = "p" > ):< / span >
< span class = "n" > response< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getGridData< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "p" > [< / span > < span class = "n" > tt< / span > < span class = "p" > ])< / span >
< span class = "n" > grid< / span > < span class = "o" > =< / span > < span class = "n" > response< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ]< / span >
< span class = "k" > if< / span > < span class = "n" > i< / span > < span class = "o" > > < / span > < span class = "mi" > 0< / span > < span class = "p" > :< / span >
< span class = "n" > data< / span > < span class = "o" > +=< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getRawData< / span > < span class = "p" > ()< / span >
< span class = "k" > else< / span > < span class = "p" > :< / span >
< span class = "n" > data< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getRawData< / span > < span class = "p" > ()< / span >
< span class = "n" > data< / span > < span class = "p" > [< / span > < span class = "n" > data< / span > < span class = "o" > < =< / span > < span class = "o" > -< / span > < span class = "mi" > 9999< / span > < span class = "p" > ]< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > data< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > data< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getFcstTime< / span > < span class = "p" > ()< / span > < span class = "o" > /< / span > < span class = "mi" > 3600< / span > < span class = "p" > )< / span >
< span class = "n" > lons< / span > < span class = "p" > ,< / span > < span class = "n" > lats< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLatLonCoords< / span > < span class = "p" > ()< / span >
< span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "p" > [< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ()]< / span >
< span class = "n" > fcstHr< / span > < span class = "o" > =< / span > < span class = "nb" > int< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getFcstTime< / span > < span class = "p" > ()< / span > < span class = "o" > /< / span > < span class = "mi" > 3600< / span > < span class = "p" > )< / span >
< span class = "n" > tp_inch< / span > < span class = "o" > =< / span > < span class = "n" > data< / span > < span class = "o" > *< / span > < span class = "p" > (< / span > < span class = "mf" > 0.0393701< / span > < span class = "p" > )< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > tp_inch< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > tp_inch< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ())< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "mf" > 0.0< / span > < span class = "mf" > 0.0< / span > < span class = "mf" > 0.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 32.1875< / span > < span class = "mf" > 3.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 52.125< / span > < span class = "mf" > 6.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 74.375< / span > < span class = "mf" > 9.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 77.125< / span > < span class = "mf" > 12.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 78.625< / span > < span class = "mf" > 15.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 78.75< / span > < span class = "mf" > 18.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 78.75< / span > < span class = "mf" > 21.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 79.375< / span > < span class = "mf" > 24.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 82.25< / span > < span class = "mf" > 27.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 84.0< / span > < span class = "mf" > 30.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 84.6875< / span > < span class = "mf" > 33.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 85.625< / span > < span class = "mf" > 36.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 87.3125< / span > < span class = "mf" > 39.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 87.75< / span > < span class = "mf" > 42.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 87.75< / span > < span class = "mf" > 45.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 89.375< / span > < span class = "mf" > 48.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 127.875< / span > < span class = "mf" > 51.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 139.5625< / span > < span class = "mf" > 54.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 139.6875< / span > < span class = "mf" > 57.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.5625< / span > < span class = "mf" > 60.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 63.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 66.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 69.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 72.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 75.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 78.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 81.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 140.625< / span > < span class = "mf" > 84.0< / span >
< span class = "mf" > 0.0< / span > < span class = "mf" > 5.5364203< / span >
< / pre > < / div >
< / div >
< p > Determine lat/lon of maximum rainfall value:< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > ii< / span > < span class = "p" > ,< / span > < span class = "n" > jj< / span > < span class = "o" > =< / span > < span class = "n" > np< / span > < span class = "o" > .< / span > < span class = "n" > where< / span > < span class = "p" > (< / span > < span class = "n" > tp_inch< / span > < span class = "o" > ==< / span > < span class = "n" > tp_inch< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ())< / span >
< span class = "n" > i< / span > < span class = "o" > =< / span > < span class = "n" > ii< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ]< / span >
< span class = "n" > j< / span > < span class = "o" > =< / span > < span class = "n" > jj< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ]< / span >
< span class = "n" > point< / span > < span class = "o" > =< / span > < span class = "n" > Point< / span > < span class = "p" > (< / span > < span class = "n" > lons< / span > < span class = "p" > [< / span > < span class = "n" > i< / span > < span class = "p" > ][< / span > < span class = "n" > j< / span > < span class = "p" > ],< / span > < span class = "n" > lats< / span > < span class = "p" > [< / span > < span class = "n" > i< / span > < span class = "p" > ][< / span > < span class = "n" > j< / span > < span class = "p" > ])< / span >
< / pre > < / div >
< / div >
< p > Draw CONUS map< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "k" > def< / span > < span class = "nf" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "p" > ,< / span > < span class = "n" > projection< / span > < span class = "o" > =< / span > < span class = "n" > ccrs< / span > < span class = "o" > .< / span > < span class = "n" > PlateCarree< / span > < span class = "p" > ()):< / span >
< span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span > < span class = "o" > =< / span > < span class = "n" > plt< / span > < span class = "o" > .< / span > < span class = "n" > subplots< / span > < span class = "p" > (< / span > < span class = "n" > figsize< / span > < span class = "o" > =< / span > < span class = "p" > (< / span > < span class = "mi" > 20< / span > < span class = "p" > ,< / span > < span class = "mi" > 14< / span > < span class = "p" > ),< / span >
< span class = "n" > subplot_kw< / span > < span class = "o" > =< / span > < span class = "nb" > dict< / span > < span class = "p" > (< / span > < span class = "n" > projection< / span > < span class = "o" > =< / span > < span class = "n" > projection< / span > < span class = "p" > ))< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > set_extent< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "p" > )< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > coastlines< / span > < span class = "p" > (< / span > < span class = "n" > resolution< / span > < span class = "o" > =< / span > < span class = "s1" > ' 50m' < / span > < span class = "p" > )< / span >
< span class = "k" > return< / span > < span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span >
< span class = "n" > cmap< / span > < span class = "o" > =< / span > < span class = "n" > plt< / span > < span class = "o" > .< / span > < span class = "n" > get_cmap< / span > < span class = "p" > (< / span > < span class = "s1" > ' rainbow' < / span > < span class = "p" > )< / span >
< span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span > < span class = "o" > =< / span > < span class = "n" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "n" > bbox< / span > < span class = "p" > )< / span >
< span class = "n" > cs< / span > < span class = "o" > =< / span > < span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > pcolormesh< / span > < span class = "p" > (< / span > < span class = "n" > lons< / span > < span class = "p" > ,< / span > < span class = "n" > lats< / span > < span class = "p" > ,< / span > < span class = "n" > tp_inch< / span > < span class = "p" > ,< / span > < span class = "n" > cmap< / span > < span class = "o" > =< / span > < span class = "n" > cmap< / span > < span class = "p" > )< / span >
< span class = "n" > cbar< / span > < span class = "o" > =< / span > < span class = "n" > fig< / span > < span class = "o" > .< / span > < span class = "n" > colorbar< / span > < span class = "p" > (< / span > < span class = "n" > cs< / span > < span class = "p" > ,< / span > < span class = "n" > shrink< / span > < span class = "o" > =< / span > < span class = "mf" > 0.7< / span > < span class = "p" > ,< / span > < span class = "n" > orientation< / span > < span class = "o" > =< / span > < span class = "s1" > ' horizontal' < / span > < span class = "p" > )< / span >
< span class = "n" > cbar< / span > < span class = "o" > .< / span > < span class = "n" > set_label< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLocationName< / span > < span class = "p" > ()< / span > < span class = "o" > +< / span > < span class = "s2" > " Total precipitation in inches, " < / span > \
< span class = "o" > +< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > fcstHr< / span > < span class = "p" > )< / span > < span class = "o" > +< / span > < span class = "s2" > " -hr fcst valid " < / span > < span class = "o" > +< / span > < span class = "nb" > str< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getRefTime< / span > < span class = "p" > ()))< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > scatter< / span > < span class = "p" > (< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > x< / span > < span class = "p" > ,< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > y< / span > < span class = "p" > ,< / span > < span class = "n" > s< / span > < span class = "o" > =< / span > < span class = "mi" > 300< / span > < span class = "p" > ,< / span >
< span class = "n" > transform< / span > < span class = "o" > =< / span > < span class = "n" > ccrs< / span > < span class = "o" > .< / span > < span class = "n" > PlateCarree< / span > < span class = "p" > (),< / span > < span class = "n" > marker< / span > < span class = "o" > =< / span > < span class = "s2" > " +" < / span > < span class = "p" > ,< / span > < span class = "n" > facecolor< / span > < span class = "o" > =< / span > < span class = "s1" > ' black' < / span > < span class = "p" > )< / span >
< span class = "n" > inc< / span > < span class = "o" > =< / span > < span class = "mf" > 3.5< / span >
< span class = "n" > box< / span > < span class = "o" > =< / span > < span class = "p" > [< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > x< / span > < span class = "o" > -< / span > < span class = "n" > inc< / span > < span class = "p" > ,< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > x< / span > < span class = "o" > +< / span > < span class = "n" > inc< / span > < span class = "p" > ,< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > y< / span > < span class = "o" > -< / span > < span class = "n" > inc< / span > < span class = "p" > ,< / span > < span class = "n" > point< / span > < span class = "o" > .< / span > < span class = "n" > y< / span > < span class = "o" > +< / span > < span class = "n" > inc< / span > < span class = "p" > ]< / span >
< span class = "n" > polygon< / span > < span class = "o" > =< / span > < span class = "n" > Polygon< / span > < span class = "p" > ([(< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ]),(< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 3< / span > < span class = "p" > ]),< / span >
< span class = "p" > (< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 1< / span > < span class = "p" > ],< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 3< / span > < span class = "p" > ]),(< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 1< / span > < span class = "p" > ],< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ]),< / span >
< span class = "p" > (< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ],< / span > < span class = "n" > box< / span > < span class = "p" > [< / span > < span class = "mi" > 2< / span > < span class = "p" > ])])< / span >
< span class = "n" > ax< / span > < span class = "o" > .< / span > < span class = "n" > add_geometries< / span > < span class = "p" > ([< / span > < span class = "n" > polygon< / span > < span class = "p" > ],< / span > < span class = "n" > ccrs< / span > < span class = "o" > .< / span > < span class = "n" > PlateCarree< / span > < span class = "p" > (),< / span > < span class = "n" > facecolor< / span > < span class = "o" > =< / span > < span class = "s1" > ' none' < / span > < span class = "p" > ,< / span > < span class = "n" > edgecolor< / span > < span class = "o" > =< / span > < span class = "s1" > ' white' < / span > < span class = "p" > ,< / span > < span class = "n" > linewidth< / span > < span class = "o" > =< / span > < span class = "mi" > 2< / span > < span class = "p" > )< / span >
< / pre > < / div >
< / div >
< div class = "highlight-default notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "o" > < < / span > < span class = "n" > cartopy< / span > < span class = "o" > .< / span > < span class = "n" > mpl< / span > < span class = "o" > .< / span > < span class = "n" > feature_artist< / span > < span class = "o" > .< / span > < span class = "n" > FeatureArtist< / span > < span class = "n" > at< / span > < span class = "mh" > 0x11b971da0< / span > < span class = "o" > > < / span >
< / pre > < / div >
< / div >
< img alt = "../../_images/Precip_Accumulation-Region_Of_Interest_7_1.png" src = "../../_images/Precip_Accumulation-Region_Of_Interest_7_1.png" / >
< p > Now create a new gridded data request with a geometry envelope for our
Region of Interest< / p >
< div class = "highlight-ipython3 notranslate" > < div class = "highlight" > < pre > < span > < / span > < span class = "n" > request< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > newDataRequest< / span > < span class = "p" > (< / span > < span class = "s2" > " grid" < / span > < span class = "p" > ,< / span > < span class = "n" > envelope< / span > < span class = "o" > =< / span > < span class = "n" > polygon< / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLocationNames< / span > < span class = "p" > (< / span > < span class = "s2" > " HRRR" < / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setLevels< / span > < span class = "p" > (< / span > < span class = "s2" > " 0.0SFC" < / span > < span class = "p" > )< / span >
< span class = "n" > request< / span > < span class = "o" > .< / span > < span class = "n" > setParameters< / span > < span class = "p" > (< / span > < span class = "s2" > " TP" < / span > < span class = "p" > )< / span >
< span class = "n" > cycles< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "kc" > True< / span > < span class = "p" > )< / span >
< span class = "n" > times< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getAvailableTimes< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > )< / span >
< span class = "n" > fcstRun< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getForecastRun< / span > < span class = "p" > (< / span > < span class = "n" > cycles< / span > < span class = "p" > [< / span > < span class = "o" > -< / span > < span class = "mi" > 2< / span > < span class = "p" > ],< / span > < span class = "n" > times< / span > < span class = "p" > )< / span >
< span class = "k" > for< / span > < span class = "n" > i< / span > < span class = "p" > ,< / span > < span class = "n" > tt< / span > < span class = "ow" > in< / span > < span class = "nb" > enumerate< / span > < span class = "p" > (< / span > < span class = "n" > fcstRun< / span > < span class = "p" > ):< / span >
< span class = "n" > response< / span > < span class = "o" > =< / span > < span class = "n" > DataAccessLayer< / span > < span class = "o" > .< / span > < span class = "n" > getGridData< / span > < span class = "p" > (< / span > < span class = "n" > request< / span > < span class = "p" > ,< / span > < span class = "p" > [< / span > < span class = "n" > tt< / span > < span class = "p" > ])< / span >
< span class = "n" > grid< / span > < span class = "o" > =< / span > < span class = "n" > response< / span > < span class = "p" > [< / span > < span class = "mi" > 0< / span > < span class = "p" > ]< / span >
< span class = "k" > if< / span > < span class = "n" > i< / span > < span class = "o" > > < / span > < span class = "mi" > 0< / span > < span class = "p" > :< / span >
< span class = "n" > data< / span > < span class = "o" > +=< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getRawData< / span > < span class = "p" > ()< / span >
< span class = "k" > else< / span > < span class = "p" > :< / span >
< span class = "n" > data< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getRawData< / span > < span class = "p" > ()< / span >
< span class = "n" > data< / span > < span class = "p" > [< / span > < span class = "n" > data< / span > < span class = "o" > < =< / span > < span class = "o" > -< / span > < span class = "mi" > 9999< / span > < span class = "p" > ]< / span > < span class = "o" > =< / span > < span class = "mi" > 0< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > data< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > data< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getFcstTime< / span > < span class = "p" > ()< / span > < span class = "o" > /< / span > < span class = "mi" > 3600< / span > < span class = "p" > )< / span >
< span class = "n" > lons< / span > < span class = "p" > ,< / span > < span class = "n" > lats< / span > < span class = "o" > =< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getLatLonCoords< / span > < span class = "p" > ()< / span >
< span class = "n" > bbox< / span > < span class = "o" > =< / span > < span class = "p" > [< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lons< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > lats< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ()]< / span >
< span class = "n" > fcstHr< / span > < span class = "o" > =< / span > < span class = "nb" > int< / span > < span class = "p" > (< / span > < span class = "n" > grid< / span > < span class = "o" > .< / span > < span class = "n" > getDataTime< / span > < span class = "p" > ()< / span > < span class = "o" > .< / span > < span class = "n" > getFcstTime< / span > < span class = "p" > ()< / span > < span class = "o" > /< / span > < span class = "mi" > 3600< / span > < span class = "p" > )< / span >
< span class = "n" > tp_inch< / span > < span class = "o" > =< / span > < span class = "n" > data< / span > < span class = "o" > *< / span > < span class = "p" > (< / span > < span class = "mf" > 0.0393701< / span > < span class = "p" > )< / span >
< span class = "nb" > print< / span > < span class = "p" > (< / span > < span class = "n" > tp_inch< / span > < span class = "o" > .< / span > < span class = "n" > min< / span > < span class = "p" > (),< / span > < span class = "n" > tp_inch< / span > < span class = "o" > .< / span > < span class = "n" > max< / span > < span class = "p" > ())< / span >
< span class = "k" > def< / span > < span class = "nf" > make_map< / span > < span class = "p" > (< / span > < span class = "n" > bbox< / span > < span class = "p" > ,< / span > < span class = "n" > projection< / span > < span class = "o" > =< / span > < span class = "n" > ccrs< / span > < span class = "o" > .< / span > < span class = "n" > PlateCarree< / span > < span class = "p" > ()):< / span >
< span class = "n" > fig< / span > < span class = "p" > ,< / span > < span class = "n" > ax< / span > < span class = "o" > =< / span > < span class = "n" > plt< / span > < span class = "o" > .< / span > < span class = "n" > subplots< / span > < span class = "p" > (< / span > < span class = "n" > figsize< / span > < span class = "o" > =< / span > < span class = "p" > (< / span > < span class = "mi" > 20< / span > < span class = "p" > ,< / span > < span class = "mi" > 14< / span > < span class = "p" > ),< / span >
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