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QUESTION
I built a python program that will siphon through my email and retrieve lat/long pairs of worksites that will be relevant for future analysis. At the moment I have the following dataframe returned.
...ANSWER
Answered 2021-Jun-14 at 15:40There is no pre-built way for your exact transformation, so you have to create your geometry objects yourself. I assume you meant one LineString
object per row in in your DataFrame. With little typing, you could create such a column using the powerful apply
method.
QUESTION
I'm kinda new with Metpy. I've been trying to calculate the temperature advection with Metpy but it's been unsuccessful. Since I'm new with this package, I don't understand why needs to have units to work properly. When I calculate temperature advection I end with some weird lines on my maps and I don't know why. I think it's because of the units or something but I'm not sure. I attach my script below:
...ANSWER
Answered 2021-Apr-19 at 18:28advection
is definitely one of the trickier functions to use in MetPy. Since you're using netcdf4-python to open the files, you definitely want to multiply with the units on the left, like:
QUESTION
I am trying to plot recent sea surface temperature data on a map. I got it working when I downloaded the netCDF4 file, but when I try to access the file from https://www.ncei.noaa.gov/thredds/, I get a TypeError saying, "Input z must be 2D, not 3D". The downloaded file I used originally was from: https://psl.noaa.gov/ Here's what I have:
...ANSWER
Answered 2021-Apr-17 at 17:14I did not consider zlev when pulling the data out of the dataset. Changing
QUESTION
I am working with the NDFD forecast datasets and would like to assign lat and long within the array to give me the ability to plot the data outside of matplotlib. My versions are:
python 3.8,metpy 1.0.0,cartopy 0.18.0, xarray 0.16.2, siphon 0.8.0
...ANSWER
Answered 2021-Mar-11 at 19:57assign_latitude_longitude
requires that information about the CRS is available, so that it can properly calculation longitude and latitude from your projected coordinates. This means that you first need to have called parse_cf()
in some way. In your code above, you save the results of calling parse_cf('Total_precipitation_surface_6_Hour_Accumulation')
to var
, but this does not modify the original Dataset
stored in ds
.
Instead you need to either call it on the variable that has had the information parsed as:
QUESTION
In Python I'm using a class out of library. I only want to call certain functions if a certain parameter is set.
For example:
...ANSWER
Answered 2021-Jan-25 at 20:28Something like this may work:
QUESTION
I followed the example here (https://unidata.github.io/python-gallery/examples/Precipitation_Map.html) but when trying to access the units I get a dimensionality error. I'm assuming this is to do with pint
and the way it parses units and the fact precipitation is a rate. Any help would be appreciated
ANSWER
Answered 2020-Oct-19 at 17:20This is caused by the fact that the units string for that variable is kg.m-2.s-1
, which is a UDUnits-compatible string, but does not work with the default unit parser in Pint, which is what MetPy uses for unit support.
This is fixed in MetPy 1.0. You can install the second release candidate for MetPy 1.0 with conda:
QUESTION
I am new to plotting and examining wx data using python. I started with this example 850 hPa temp advection and its failing at this statement.
...ANSWER
Answered 2020-Jul-13 at 16:19This is happening because that URL is out-of-date. NCEI has updated their TDS URLs for model output from https://www.ncei.noaa.gov/thredds/ncss/grid//
to .../thredds/ncss/model-/
and in the case of historical datasets, .../model--old/
. So in this case, your correct base_url
would be https://www.ncei.noaa.gov/thredds/ncss/model-gfs-g4-anl-files-old/
Important follow-up note, that python-gallery
example collection has been retired and so is out of date. The more up-to-date gallery is available at the Unidata Python Training website, though the NCEI TDS URLs throughout that site are currently out-of-date as well. Hopefully for not much longer!
QUESTION
To preface I am working in Python 3.8.3 on windows 10 and using slate3k
to parse through my pdf
I am working on a python program that will parse through a PDF and spit out a certain pattern and make a csv file for me.
However, when I try find the pattern with the parsed text, I am getting nothing.
I've taken an example of some parsed text and assigned it to parsed
ANSWER
Answered 2020-May-28 at 21:53You had an extra minus - symbol
QUESTION
longtime programmer but new to python and metpy. I'm trying to learn by following the examples on the unidata site and youtube (metpy mondays)
I'm trying to follow along with building a simple skew-t lesson and running into an issue. When I try to use imports like so:
...ANSWER
Answered 2020-May-20 at 21:03So that problem is caused by CartoPy 0.18. We're working on releasing a 0.12.2 version of MetPy to fix this. For now the best work-around is to roll CartoPy back to 0.17.
QUESTION
I have been tasked with making plots of winds at various levels of the atmosphere to support aviation. While I have been able to make some nice plots using GFS model data (see code below), I'm really having to make a rough approximation of height using pressure coordinates available from the GFS. I'm using winds at 300 hPA, 700 hPA, and 925 hPA to make an approximation of the winds at 30,000 ft, 9000 ft, and 3000 ft. My question is really for those out there who are metpy gurus...is there a way that I can interpolate these winds to a height surface? It sure would be nice to get the actual winds at these height levels! Thanks for any light anyone can share on this subject!
...ANSWER
Answered 2020-Apr-07 at 23:08I am not sure if this is what you are looking for (I am very new to Metpy), but I have been using the metpy height_to_pressure_std(altitude) function. It puts it in units of hPa which then I convert to Pascals and then a unitless value to use in the Siphon vertical_level(float) function.
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