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Selecting regions | ||
================= | ||
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MELODIES-MONET has different ways to mask/select a specific region. | ||
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The easiest, and often most precise, is to have that region defined in the observations/paired data. | ||
In this case, the variable/column that defines the region of interest should be selected as | ||
`domain_type` in the YAML file, and the name of the region to select should be provided as `domain_name`. | ||
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If that data are not available in the observations, another option is to provide a lonlat box, which is | ||
defined by setting `domain_type: auto-region:xxxxx`, where `xxxxx` can be `epa`, `giorgi` or `custom_box`. | ||
`Giorgi` regions and a rough, rectangular approximation to `EPA` regions have already been hardcoded into | ||
MELODIES-MONET. | ||
In the case of `EPA` regions, be aware that the approximation is quite rough to force it into a rectangular lonlat box, and although it is probably sufficient for plotting maps, it can lead to errors if used for anything else. | ||
If `auto-region:custom_box` is selected a lonlat box in the form of `bounds: [minlat, minlon, maxlat, maxlon]` needs to be provided in `domain_info` (see example below). | ||
`auto-region:custom_box` has, however, some limitations: `minlon` and `maxlon` need to be in the range of `[-180, 180]`, and the box cannot cross the antimeridian. | ||
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A third, and more sofisticated option, consists in utilizing the optional dependency `regionmask <https://regionmask.readthedocs.io/en/stable/>`__. | ||
This is selected by defining `domain_type: custom:xxxxx`, where `xxxxx` can be `auto_polygon`, `defined_region` or `custom_file`. | ||
All of these options require extra data provided in a `domain_info` keyword in the YAML file. | ||
This option includes a multiplicity of capabilities: | ||
* If `auto_polygon` is selected, the vertices of one or more arbitrary polygons need to be provided (anti clockwise). | ||
Currently no holes inside the polygon are supported. | ||
* If `defined_region` is selected, any defined region supported by `regionmask` can be provided in `domain_info`. | ||
* If `custom_file` is provided, the path to a shapefile/geojson file has to be provided. There is no need to decompress `.zip` shapefiles. Alternatively, the download URL can be provided, and the code will download the file automatically. Be aware that if a file with the same name is already in the working directory, it will be silently overwritten. | ||
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An example of the plotting part of an arbitrary plot for eact type of region is shown below: | ||
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.. code-block:: yaml | ||
domain_type: ["all", "all", "state_name", "epa_region", "auto-region:giorgi", "auto-region:custom_box", "custom:auto_polygon", "custom:auto_polygon", "custom:defined_region", "custom:custom_file", "custom:custom_file"] | ||
domain_name: ["CONUS", "model", "CO", "R8", "CNA", "R8box", "onepoly", "twopolys", "colorado", "denverfile", "denverurl"] | ||
domain_info: | ||
R8box: | ||
bounds: [39.8, -105.30, 40.2, -105.1] | ||
onepoly: | ||
mask_info: [[-104.968, 39.47], [-104.618, 39.75], [-104.968, 40.06], [-105.32, 39.75]] | ||
twopolys: | ||
mask_info: [[[-104.968, 39.47], [-104.618, 39.75], [-104.968, 40.06], [-105.32, 39.75]], [[-107.474, 37.693], [-108.037, 37.659], [-108.423, 36.97], [-106.444, 36.97], [-106.497, 37.473], [-107.4597, 37.4693]]] | ||
colorado: | ||
name_regiontype: natural_earth_v5_1_2.us_states_10 | ||
region: CO | ||
denverfile: | ||
mask_path: "Colorado_County_Boundaries.zip" | ||
abbrevs: COUNTY | ||
name: Counties | ||
region_name: DENVER | ||
denverurl: | ||
mask_url: "https://hub.arcgis.com/api/v3/datasets/66c2642209684b90af84afcc559a5a02_5/downloads/data?format=shp&spatialRefId=4269&where=1%3D1" | ||
abbrevs: "COUNTY" | ||
name: "Counties" | ||
region_name: "DENVER" |