diff --git a/data/NSIDC-0780_SeaIceRegions_PS-N3.125km_v1_wLatLon_df1.nc b/data/NSIDC-0780_SeaIceRegions_PS-N3.125km_v1_wLatLon_df1.nc new file mode 100644 index 0000000000000000000000000000000000000000..e86c4e1d5976518a6e7d7a189b0e3b4465d32c23 Binary files /dev/null and b/data/NSIDC-0780_SeaIceRegions_PS-N3.125km_v1_wLatLon_df1.nc differ diff --git a/data/NSIDCRegionsMask_ORCA025_nh.nc b/data/NSIDCRegionsMask_ORCA025_nh.nc new file mode 100644 index 0000000000000000000000000000000000000000..32cbed33d5bbc5a0a7e905c4c028360da8226ebb Binary files /dev/null and b/data/NSIDCRegionsMask_ORCA025_nh.nc differ diff --git a/data/NSIDCRegionsMask_ORCA1_nh.nc b/data/NSIDCRegionsMask_ORCA1_nh.nc new file mode 100644 index 0000000000000000000000000000000000000000..ea65df1115e63b18523f0b1f7ea1182ddd726346 Binary files /dev/null and b/data/NSIDCRegionsMask_ORCA1_nh.nc differ diff --git a/src/tbxsectors.py b/src/tbxsectors.py new file mode 100644 index 0000000000000000000000000000000000000000..498ad21353437c28daaa8f99ddbb193a23ab514b --- /dev/null +++ b/src/tbxsectors.py @@ -0,0 +1,333 @@ +import xarray as xr +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +import matplotlib.path as mpath +import matplotlib.patches as mpatches +import cartopy.crs as ccrs +import cartopy.feature as cfeat +from pathlib import Path +from pyproj import CRS, Transformer + +def define_sectors(ref="RH"): + """ + Define sectors, based on a reference. This works for the Arctic and the Antarctic regions. + The sectors can be defined according to: + - for Southern Hemisphere: + - ref="RH" or "RaphaelHobbs2014" (recommended, default): Raphael & Hobbs(2014, doi:10.1002/2014GL060365), based on ice variance. + - ref="Z83" or "ZwallyEtAl1983": Zwally et al. (1983, see also doi:10.1029/2000JC000733), based on geography (same definition as Cavalieri & Parkinson [2008], e.g.) + - for Northern Hemisphere: + - ref="A21" or "ArthunEtAl2021": Arthun et al. (2021, doi:10.1029/2020GL090825), only covers high Arctic + - ref="K16" or "KoenigkEtAl2016": Koenigk et al. (2016, doi:10.1007/s00382-015-2586-1), covers sub-Arctic seas + - ref="NSIDC" (recommended): NSIDC new (as of 2023) definition (NSIDC Special report 25, figure 3) + Returns a dictionary with names of the sectors as keys and a 2-items list of the bounding longitudes (E and W) for each sector. + + V0.3: Includes the 'nsidc' definition. + """ + # Initialize dictionary + sectors = dict() + ##------ Southern Regions ----------- + # Raphael & Hobbs [2014]: Ice variance-based definition (recommanded): + if ref in ["RH","RaphaelHobbs2014"]: + # Lon min and max of each sector + sectors['Bellinghausen'] = [[-90,-50],[-110, -70]] + sectors['Weddell'] = [[-90,-50],[-70, -15]] + sectors['KingHakon'] = [[-90,-50],[-15, 70]] + sectors['EAntarctic'] = [[-90,-50],[70, 165]] + sectors['RossAmundsen'] = [[-90,-50],[165, -110]] + # Zwally et al. [1983]: Classic, geography-based definition: + elif ref in ["Z83","ZwallyEtAl1983"]: + # Lon min and max of each sector + sectors['BAS'] = [[-90,-50],[-130, -60]] + sectors['Weddell'] = [[-90,-50],[-60, 20]] + sectors['Indian'] = [[-90,-50],[20, 90]] + sectors['WPacific'] = [[-90,-50],[90, 160]] + sectors['Ross'] = [[-90,-50],[160, -130]] + ##------ Northern Regions ----------- + # Arthun et al. [2021] definition: High Arctic, excludes Labrador, Greenland Seas + elif ref in ["A21","ArthunEtAl2021"]: + # Lon min and max of each sector + sectors['Central'] = [[80,90],[-180,180]] + sectors['Barents'] = [[65,80],[15, 55]] + sectors['Kara'] = [[65,80],[55, 100]] + sectors['Laptev'] = [[65,80],[100, 150]] + sectors['EastSiberian'] = [[65,80],[150, 180]] + sectors['Chukchi'] = [[65,80],[-180, -160]] + sectors['Beaufort'] = [[65,80],[-160, -120]] + # Koenigk et al. [2016] definition: Includes Lab and Greenland Seas but less sectors in Siberian Seas. + elif ref in ["K16","KoenigkEtAl2016"]: + # Lon min and max of each sector + sectors['Central'] = [[80,90],[-180,180]] + sectors['LabBaffin'] = [[50,80],[-100, -40]] + sectors['GreenlandSea'] = [[50,80],[-40, 15]] + sectors['BarentsKara'] = [[65,80],[15, 100]] + sectors['SiberianSeas'] = [[65,80],[100, 180]] + sectors['Chukchi'] = [[65,80],[-180,-160]] + sectors['Beaufort'] = [[65,80],[-160,-100]] + # NSIDC's 2023 definition: covers the whole Arctic, many sectors (18!) + elif ref.lower() in ["nsidc"]: + # Different approach: the sectors are based on a mask. + flags = np.arange(1,18+1) + secNames = ['Central', 'Beaufort', 'Chukchi', 'EastSiberian', 'Laptev', 'Kara', 'Barents', + 'EastGreenland', 'BaffinLab', 'GoStLawrence', 'Hudson', 'CAA', + 'Bering', 'Okhotsk','SoJapan', 'BohaiYellow', 'Baltic', 'GoAlaska'] + # Associate the flags to the sector names, to match the mask. + sectors = dict(zip(secNames, flags)) + return sectors + +def interp_mask2grid(target_grid=None, + maskFile=Path.home().joinpath('shared/NSIDC-0780_SeaIceRegions_PS-N3.125km_v1_wLatLon.nc')): + """ + This function creates a region mask based on the NSIDC definition for the Arctic Ocean. + It loads the NSIDC mask and interpolates it onto the provided grid. + NOTA BENE: this function uses xesmf, which is only available on `coriolis` at the moment. + + For the ORCA1 and ORCA025 grids, masks have been processed and saved, for efficiency and ease of access. + If any of those grids are requested by providing a string, the function simply loads the file. + + Inputs: - target_grid: the target grid on which to interpolate the NSIDC mask. + It can be a xr.Dataset containing lat and lon variables defining the grid, + or a string mentioning the grid: + if weights='ORCA1_nh', use the weights for Northern Hemisphere ORCA1 config; + if 'ORCA025_nh', use the weights for NorthH for ORCA025 + #TODO: need to add full ORCA1 and ORCA025, as well as ORCA12 and ORCA12_nh + -maskFile: path and name of file containing the NSIDC mask. + + Output: xr.Dataset containing the NSIDC mask interpolated onto the target grid contained in ds. + """ + # Before calculating weights, check if this is one of the pre-calculated situations + if isinstance(target_grid,str): + if target_grid == 'ORCA1_nh': + ds_mask_interp = xr.open_dataset(Path.home().joinpath('shared/NSIDCRegionsMask_ORCA1_nh.nc')) + elif target_grid == 'ORCA025_nh': + ds_mask_interp = xr.open_dataset(Path.home().joinpath('shared/NSIDCRegionsMask_ORCA025_nh.nc')) + else: + print("ERROR: the target grid could not be recognized.") + return + else: + # First of all, load the mask + ds_mask = xr.open_dataset(maskFile) + # ------------- If no lat-lon in the ds_mask, calculate and add them ------------- + if 'lat' not in list(ds_mask.coords): + # Convert from projected coordinates to lat-lon coordinates + # A first issue is that the mask is provided in North Polar Stereographic projection + # Extract the x and y (projection) coordinates and grid them (from 1D to 2D) + x_mask, y_mask = np.meshgrid(ds_mask.x, ds_mask.y) + # Define the projection and geographic systems according to CRS conventions. + orig_crs = CRS.from_epsg(3413) # North Polar Stereographic from NSIDC + target_crs = CRS.from_epsg(4326) # Geographic coordinate system (i.e. lat-lon) + # Use pyproj.Transformer to convert from NSIDC projection to lat-lon coordinates + transformer = Transformer.from_crs(orig_crs, target_crs) + lat_src, lon_src = transformer.transform(x_mask, y_mask) + # Assign the new coordinates to the dataset + ds_mask = ds_mask.assign_coords({'lon': (['y', 'x'], lon_src), 'lat': (['y', 'x'], lat_src)}) + + # ------------- Bulk of the function: interpolate the mask to the ds grid ------------- + # If 'weights' are given, load them directly. If not, calculate them + # But since xesmf does not exist yet on `cyclone`, need to deal with it. + # try: # If xesmf exists, create or load the regridder and regrid + import xesmf as xe # type: ignore + Regridder = xe.Regridder(ds_mask, target_grid, method='bilinear') + # Now apply this regridder to the mask + ds_mask_interp = Regridder(ds_mask) + # except ImportError: # If the import failed, send an error + # print("ERROR: xesmf could not be loaded, go to `coriolis`.") + # return + # return the interpolated mask. + return ds_mask_interp + + +def groupby_sectors(ds, ref=None, target_gd=None): + """ + Define sectors and Groupby a dataset or dataArray into those sectors. + This can then be used to perform calculations such as ice extent or ice area for each sector. + Inputs: - ds: xr.Dataset or xr.DataArray with **lat** and **lon** coordinates, to group by sector. + This ds should be weighted by the cell areas, if needed. + - ref: string, reference of the sectors to use. Can be any of the following options: + 'Z83' or 'ZwallyEtAl1983' (for Zwally et al. (1983), AA), + 'RH' or 'RaphaelHobbs' (for Raphael and Hobbs (2014), AA), + 'A21' or 'Arthun2021' (for Arthun et al. (2021), Arctic), + 'K16' or 'Koenigk2016' (for Koenigk et al. (2016), Arctic), + 'NSIDC' or 'nsidc' (for NSIDC mask, new as of 2023, Arctic). + If None (not recommended), then attempts to figure out if `ds` covers Arctic or AA, + then use either the NSIDC mask for Arctic or the RH ref for the AA. + - target_gd: String, the target grid. This is only valid if ref='NSIDC'. + This is not necessary, but does speed up the function greatly, + as it loads an already processed mask, on the ORCA1_nh or ORCA025_nh grid. + Outputs: A xr.Dataset.groupby object on which computations can be applied. + + Example: + - ds_grouped = groupby_sectors(ds_2Bgrouped, ref='RH'): + Simply apply the Raphael & Hobbs (2014) definition on ds_2Bgrouped. + - ds_grouped = groupby_sectors(ds_2Bgrouped, ref='nsidc', target_gd='ORCA025_nh'): + Use the precalculated weights on ORCA025_nh (>50°N) grid to apply the NSIDC sector definition + + V0.: allow for the use of the NSIDC mask and combining with the `defineSectors` function. + """ + # ------------------ Some Tests --------------------- + # 1. Test that the correct coordinates are there: lat and lon + if 'lat' not in ds.coords: # if lat is not there, check if it can be latitude + if 'latitude' in ds.coords: + ds = ds.rename({'latitude':'lat'}) + else: + raise AttributeError("There is no `lat` coordinate in the input. Please rename the coordinates.") + if 'lon' not in ds.coords: # if lon is not there, check if it can be longitude + if 'longitude' in ds.coords: + ds = ds.rename({'longitude':'lon'}) + else: + raise AttributeError("There is no `lon` coordinate in the input. Please rename the coordinates.") + + # Extract lat and lon to create the sector coordinate + lat, lon = ds['lat'], ds['lon'] + + # 2. Test longitudes range: it should be [-180,180]. If [0,360], need to wrap + if np.any((ds.lon>180) & (ds.lon<=360)): + lon = (ds.lon + 180) % 360 - 180 + + # 3. Test if the reference was provided. If not, attempt to assign it. + if ref is None: + if (ds.lat>=0).all(): + print("Use NSIDC definition for Northern hemisphere") + ref='NSIDC' + elif (ds.lat<=0).all(): + print("Use Raphael & Hobbs [2014] definition for Southern hemisphere") + ref='RH' + else: + print("Could not determine correct hemisphere, use Raphael & Hobbs [2014] definition for Antarctica") + ref='RH' + + # Creates the dictionary containing sectors names, and longitudes if necessary. + sectors = define_sectors(ref=ref) + + # Initialize a Sector coordinate. Before doing so, need to retrieve names of dimensions + latdn, londn = list(lat.dims), list(lon.dims) + # Check if lat-lon are 1D or 2D, by checking if lat and lon have the same dimensions. + if latdn == londn: # Multidimensional array: + dimnames = latdn + CoordSec = xr.zeros_like(lat) * np.nan + else: # One-dimensional lat and lon coordinates + dimnames = latdn + londn + CoordSec = xr.DataArray(data=np.ones([len(lat),len(lon)]) * np.nan, + dims=dimnames, + coords={'lat':('lat',lat.data), 'lon':('lon',lon.data)}) + + # First case: NSIDC. Need to load the mask, then applies it to create sectors + if ref.lower() in ['nsidc']: + # If no target grid provided, just use the ds. + if target_gd is None: + target_gd=ds # Reminder: in `interp_mask2grid`, target_grid can be a string or a ds. + # Use `interp_mask2grid` to load or calculate the appropriate mask + ds_mask = interp_mask2grid(target_grid=target_gd) + # Then mask the CoordSec appropriately: + # loop over sectors, use the `where` method to replace flag by sector name. + for n, (secName, secFlag) in enumerate(sectors.items()): + CoordSec = xr.where(ds_mask.sea_ice_region==secFlag, secName, CoordSec) + # Second case: all other sectors, defined with hard coded lat and lon. + else: + # Loop over the `sectors`, use the `where` function to replace the NaNs by the name of + # the sector whenever it matches the lat-lon conditions. + for n, (secName, [llat, llon]) in enumerate(sectors.items()): + # Need to also deal with dateline crossing: add a simple if condition + if llon[0] > llon[1]: + CoordSec = xr.where(((lat>=llat[0]) & (lat<llat[1]) & ((lon>=llon[0]) | (lon<llon[1]))).data, + secName, CoordSec) + else: + CoordSec = xr.where(((lat>=llat[0]) & (lat<llat[1]) & (lon>=llon[0]) & (lon<llon[1])).data, + secName, CoordSec) + # We have the CoordSec variable that we can use as a coordinate to groupby. + + # Copy initial dataset to avoid changing the input + ds_out = ds.copy() + # Assign the created array as a coordinate to this dataArray + ds_out = ds_out.assign_coords(sector=(dimnames, CoordSec.data)) + # Done! Isn't that amazing? + return ds_out.groupby('sector') + + +def plot_sectormaps(): + """ + Plot a 5-panel figure which illustrates the different sector definitions available. + This is called by default when executing the module. + """ + ### Some preparatory stuff: define sectors, prepare the circular frame, etc. + # Prep circular boundary + r_extent = 4651194.319 * 1.005 + circle_path = mpath.Path.unit_circle() + circle_path = mpath.Path(circle_path.vertices.copy() * r_extent, circle_path.codes.copy()) + # Initialize the figure + fig = plt.figure(figsize=(12,8)) + gs = plt.GridSpec(2, 3, figure=fig) + #--------------Create sectors----------- + # First create a dummy DataArray with 1°x1° resolution grid + lat, lon = np.arange(-90,90), np.arange(-180,180) # Lat-lon vectors + latm, lonm = np.meshgrid(lat,lon) # create a grid mesh from the vectors + # Create a DataArray filled with 0s + ds_map = xr.DataArray(data=np.zeros_like(latm), + coords={'lat':(['y','x'], latm), 'lon':(['y','x'], lonm)},dims=['y','x']) + + # Second, apply the sector definitions to get a groupby, then ungroup everything to get one grid + # This is a bit circonvoluted, but hey it works! + listRefs = ['K16', 'A21', 'NSIDC', 'Z83', 'RH'] + listFullNames = ['Koenigk et al. (2016)', 'Arthun et al. (2021)', 'NSIDC (2023)', + 'Zwally et al. (1983)', 'Raphael and Hobbs (2014)'] + for n, ref in enumerate(listRefs): + # Get a groupby dataArray, and ungroup it to retrieve a mask + try: # If xesmf exists, create or load the regridder and regrid + groupd = groupby_sectors(ds_map, ref=ref) + except ImportError: # If the import failed, send an error + print("ERROR: xesmf could not be loaded, reference {0:s} skipped.".format(ref)) + continue + ungroupd = xr.concat([groupd[sec] for sec in groupd.groups.keys()], dim='stacked_y_x').unstack() + # Extract the list of sectors. Could simply call `define_sectors`, but then I wouldn't be + # sure that the order of the names matches the categories. + sects, cat = np.unique(ungroupd.sector.astype('str'), return_inverse=True) + # Use the categorical output to create a numbered sector mask + sectorsCat = xr.DataArray(cat.reshape(ungroupd.sector.shape), dims=ungroupd.dims, coords=ungroupd.coords) + # Some processing of this dataarray: nan out the nans, extrapolate lat and lon to be able to plot + sectorsCat = sectorsCat.where(~ungroupd.isnull()) + sectorsCat['lon'] = sectorsCat.lon.interpolate_na(dim='y',fill_value="extrapolate") + sectorsCat['lat'] = sectorsCat.lat.interpolate_na(dim='y',fill_value="extrapolate") + # Also some cleaning of the sector names to remove the 'nan' sector. + sects_clean = sects[~(sects=='nan')] + nSects = len(sects_clean) + + # ------------------- Finally, the map! ----------------- + # Before plotting the axes, need to assign the projection and extent + if ref in ['K16', 'A21', 'NSIDC']: + proj = ccrs.NorthPolarStereo() + extent = [-180, 180, 50, 90] + if ref=='NSIDC': + cmap=plt.colormaps['tab20'] + else: + cmap = plt.colormaps['tab10'] + elif ref in ['Z83', 'RH']: + proj = ccrs.SouthPolarStereo() + extent = [-180, 180, -90, -50] + cmap = plt.colormaps['Dark2'] + # Create the axis + ax = fig.add_subplot(gs[n//3,n%3],projection=proj) + # Plot the sectors + c0 = ax.pcolormesh(sectorsCat.lon, sectorsCat.lat, sectorsCat, + transform=ccrs.PlateCarree(),shading='nearest', + cmap=cmap.resampled(nSects), vmin= -0.5, vmax=nSects-0.5) + # Create the colorbar + cbar = plt.colorbar(c0, ax=ax, ticks=np.arange(0, nSects-0.5, 1)) + # Assign the right labels to the sectors + cbar.set_ticklabels(sects_clean) + # Some generic formatting of the map + ax.set_extent(extent, ccrs.PlateCarree()) # Restrain extent + ax.add_feature(cfeat.LAND,zorder=3) # Put the land above all + ax.coastlines() # Also draw coastlines in black, and gridlines below + ax.gridlines(draw_labels=True, rotate_labels=False, xlocs=range(-180,180,30), ylocs=range(-90,90,10)) + ax.set_boundary(circle_path) # Create a round boundary instead of a square one. Just aesthetic. + ax.set_frame_on(False) # hide the boundary frame + # Now can put the title on top of the panel + ax.set_title(listFullNames[n]) + # Restrain the layou to make it fit tighter. + fig.tight_layout() + return fig + + +if __name__ == "__main__": + print("Available sector definitions:") + plot_sectormaps() \ No newline at end of file diff --git a/src/test_tbxsectors.ipynb b/src/test_tbxsectors.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..7a4d8bc1df4f5da98eecc9b39bbb118f450b0a66 --- /dev/null +++ b/src/test_tbxsectors.ipynb @@ -0,0 +1,785 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import matplotlib.pyplot as plt\n", + "import tbxsectors as tbsec\n", + "import numpy as np\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Short notebook to illustrate how to use the toolbox for Arctic and Antarctic sectors. It uses a simple SST climatology calculation to illustrate the use of the 4 functions available in the toolbox:\n", + "- `plot_sectormaps`\n", + "- `define_sectors`\n", + "- `groupby_sectors`\n", + "- `interp_mask2grid` (no example yet, this is really an internal method...)\n", + "\n", + "Make use of the xarray tutorial dataset `ersstv5` to calculate some SST properties over sepcific sectors.\n", + "- I. Illustrate the available sector definitions\n", + "- II. Detailed example of how to use the `groupby_sectors` (and the `define_sectors`, though this one is rather internal)\n", + "- III. One-liner concise example\n", + "\n", + "BR, 22/05/2024" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n", + "<defs>\n", + "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n", + "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n", + "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n", + "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n", + "</symbol>\n", + "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n", + "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 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var(--xr-disabled-color);\n", + "}\n", + "\n", + ".xr-section-item input:enabled + label {\n", + " cursor: pointer;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", + ".xr-section-item input:enabled + label:hover {\n", + " color: var(--xr-font-color0);\n", + "}\n", + "\n", + ".xr-section-summary {\n", + " grid-column: 1;\n", + " color: var(--xr-font-color2);\n", + " font-weight: 500;\n", + "}\n", + "\n", + ".xr-section-summary > span {\n", + " display: inline-block;\n", + " padding-left: 0.5em;\n", + "}\n", + "\n", + ".xr-section-summary-in:disabled + label {\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", + ".xr-section-summary-in + label:before {\n", + " display: inline-block;\n", + " content: '►';\n", + " font-size: 11px;\n", + " width: 15px;\n", + " text-align: center;\n", + "}\n", + "\n", + ".xr-section-summary-in:disabled + label:before {\n", + " color: var(--xr-disabled-color);\n", + "}\n", + "\n", + ".xr-section-summary-in:checked + label:before {\n", + " content: '▼';\n", + "}\n", + "\n", + ".xr-section-summary-in:checked + label > span {\n", + " display: none;\n", + "}\n", + "\n", + ".xr-section-summary,\n", + ".xr-section-inline-details {\n", + " padding-top: 4px;\n", + " padding-bottom: 4px;\n", + "}\n", + "\n", + ".xr-section-inline-details {\n", + " grid-column: 2 / -1;\n", + "}\n", + "\n", + ".xr-section-details {\n", + " display: none;\n", + " grid-column: 1 / -1;\n", + " margin-bottom: 5px;\n", + "}\n", + "\n", + ".xr-section-summary-in:checked ~ .xr-section-details {\n", + " display: contents;\n", + "}\n", + "\n", + ".xr-array-wrap {\n", + " grid-column: 1 / -1;\n", + " display: grid;\n", + " grid-template-columns: 20px auto;\n", + "}\n", + "\n", + ".xr-array-wrap > label {\n", + " grid-column: 1;\n", + " vertical-align: top;\n", + "}\n", + "\n", + ".xr-preview {\n", + " color: var(--xr-font-color3);\n", + "}\n", + "\n", + ".xr-array-preview,\n", + ".xr-array-data {\n", + " padding: 0 5px !important;\n", + " grid-column: 2;\n", + "}\n", + "\n", + ".xr-array-data,\n", + ".xr-array-in:checked ~ .xr-array-preview {\n", + " display: none;\n", + "}\n", + "\n", + ".xr-array-in:checked ~ .xr-array-data,\n", + ".xr-array-preview {\n", + " display: inline-block;\n", + "}\n", + "\n", + ".xr-dim-list {\n", + " display: inline-block !important;\n", + " list-style: none;\n", + " padding: 0 !important;\n", + " margin: 0;\n", + "}\n", + "\n", + ".xr-dim-list li {\n", + " display: inline-block;\n", + " padding: 0;\n", + " margin: 0;\n", + "}\n", + "\n", + ".xr-dim-list:before {\n", + " content: '(';\n", + "}\n", + "\n", + ".xr-dim-list:after {\n", + " content: ')';\n", + "}\n", + "\n", + ".xr-dim-list li:not(:last-child):after {\n", + " content: ',';\n", + " padding-right: 5px;\n", + "}\n", + "\n", + ".xr-has-index {\n", + " font-weight: bold;\n", + "}\n", + "\n", + ".xr-var-list,\n", + ".xr-var-item {\n", + " display: contents;\n", + "}\n", + "\n", + ".xr-var-item > div,\n", + ".xr-var-item label,\n", + ".xr-var-item > .xr-var-name span {\n", + " background-color: var(--xr-background-color-row-even);\n", + " margin-bottom: 0;\n", + "}\n", + "\n", + ".xr-var-item > .xr-var-name:hover span {\n", + " padding-right: 5px;\n", + "}\n", + "\n", + ".xr-var-list > li:nth-child(odd) > div,\n", + ".xr-var-list > li:nth-child(odd) > label,\n", + ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n", + " background-color: var(--xr-background-color-row-odd);\n", + "}\n", + "\n", + ".xr-var-name {\n", + " grid-column: 1;\n", + "}\n", + "\n", + ".xr-var-dims {\n", + " grid-column: 2;\n", + "}\n", + "\n", + ".xr-var-dtype {\n", + " grid-column: 3;\n", + " text-align: right;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", + ".xr-var-preview {\n", + " grid-column: 4;\n", + "}\n", + "\n", + ".xr-index-preview {\n", + " grid-column: 2 / 5;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", + ".xr-var-name,\n", + ".xr-var-dims,\n", + ".xr-var-dtype,\n", + ".xr-preview,\n", + ".xr-attrs dt {\n", + " white-space: nowrap;\n", + " overflow: hidden;\n", + " text-overflow: ellipsis;\n", + " padding-right: 10px;\n", + "}\n", + "\n", + ".xr-var-name:hover,\n", + ".xr-var-dims:hover,\n", + ".xr-var-dtype:hover,\n", + ".xr-attrs dt:hover {\n", + " overflow: visible;\n", + " width: auto;\n", + " z-index: 1;\n", + "}\n", + "\n", + ".xr-var-attrs,\n", + ".xr-var-data,\n", + ".xr-index-data {\n", + " display: none;\n", + " background-color: var(--xr-background-color) !important;\n", + " padding-bottom: 5px !important;\n", + "}\n", + "\n", + ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", + ".xr-var-data-in:checked ~ .xr-var-data,\n", + ".xr-index-data-in:checked ~ .xr-index-data {\n", + " display: block;\n", + "}\n", + "\n", + ".xr-var-data > table {\n", + " float: right;\n", + "}\n", + "\n", + ".xr-var-name span,\n", + ".xr-var-data,\n", + ".xr-index-name div,\n", + ".xr-index-data,\n", + ".xr-attrs {\n", + " padding-left: 25px !important;\n", + "}\n", + "\n", + ".xr-attrs,\n", + ".xr-var-attrs,\n", + ".xr-var-data,\n", + ".xr-index-data {\n", + " grid-column: 1 / -1;\n", + "}\n", + "\n", + "dl.xr-attrs {\n", + " padding: 0;\n", + " margin: 0;\n", + " display: grid;\n", + " grid-template-columns: 125px auto;\n", + "}\n", + "\n", + ".xr-attrs dt,\n", + ".xr-attrs dd {\n", + " padding: 0;\n", + " margin: 0;\n", + " float: left;\n", + " padding-right: 10px;\n", + " width: auto;\n", + "}\n", + "\n", + ".xr-attrs dt {\n", + " font-weight: normal;\n", + " grid-column: 1;\n", + "}\n", + "\n", + ".xr-attrs dt:hover span {\n", + " display: inline-block;\n", + " background: var(--xr-background-color);\n", + " padding-right: 10px;\n", + "}\n", + "\n", + ".xr-attrs dd {\n", + " grid-column: 2;\n", + " white-space: pre-wrap;\n", + " word-break: break-all;\n", + "}\n", + "\n", + ".xr-icon-database,\n", + ".xr-icon-file-text2,\n", + ".xr-no-icon {\n", + " display: inline-block;\n", + " vertical-align: middle;\n", + " width: 1em;\n", + " height: 1.5em !important;\n", + " stroke-width: 0;\n", + " stroke: currentColor;\n", + " fill: currentColor;\n", + "}\n", + "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n", + "Dimensions: (lat: 89, lon: 180, time: 624, nbnds: 2)\n", + "Coordinates:\n", + " * lat (lat) float32 88.0 86.0 84.0 82.0 ... -82.0 -84.0 -86.0 -88.0\n", + " * lon (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 352.0 354.0 356.0 358.0\n", + " * time (time) datetime64[ns] 1970-01-01 1970-02-01 ... 2021-12-01\n", + "Dimensions without coordinates: nbnds\n", + "Data variables:\n", + " time_bnds (time, nbnds) float64 ...\n", + " sst (time, lat, lon) float32 ...\n", + "Attributes: (12/37)\n", + " climatology: Climatology is based on 1971-2000 SST, Xue, Y....\n", + " description: In situ data: ICOADS2.5 before 2007 and NCEP i...\n", + " keywords_vocabulary: NASA Global Change Master Directory (GCMD) Sci...\n", + " keywords: Earth Science > Oceans > Ocean Temperature > S...\n", + " instrument: Conventional thermometers\n", + " source_comment: SSTs were observed by conventional thermometer...\n", + " ... ...\n", + " creator_url_original: https://www.ncei.noaa.gov\n", + " license: No constraints on data access or use\n", + " comment: SSTs were observed by conventional thermometer...\n", + " summary: ERSST.v5 is developed based on v4 after revisi...\n", + " dataset_title: NOAA Extended Reconstructed SST V5\n", + " data_modified: 2022-06-07</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-79112ae9-44db-485a-aa01-7f7f3347dfed' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-79112ae9-44db-485a-aa01-7f7f3347dfed' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>lat</span>: 89</li><li><span class='xr-has-index'>lon</span>: 180</li><li><span class='xr-has-index'>time</span>: 624</li><li><span>nbnds</span>: 2</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-271fbc86-79a4-4b1a-b18f-07a6748aa51a' class='xr-section-summary-in' type='checkbox' checked><label for='section-271fbc86-79a4-4b1a-b18f-07a6748aa51a' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lat</span></div><div class='xr-var-dims'>(lat)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>88.0 86.0 84.0 ... -86.0 -88.0</div><input id='attrs-61400384-7b80-4b41-947e-5d14247d7671' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-61400384-7b80-4b41-947e-5d14247d7671' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-927a75cc-6e08-47ee-82d2-2527657ad709' class='xr-var-data-in' type='checkbox'><label for='data-927a75cc-6e08-47ee-82d2-2527657ad709' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>long_name :</span></dt><dd>Latitude</dd><dt><span>actual_range :</span></dt><dd>[ 88. -88.]</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([ 88., 86., 84., 82., 80., 78., 76., 74., 72., 70., 68., 66.,\n", + " 64., 62., 60., 58., 56., 54., 52., 50., 48., 46., 44., 42.,\n", + " 40., 38., 36., 34., 32., 30., 28., 26., 24., 22., 20., 18.,\n", + " 16., 14., 12., 10., 8., 6., 4., 2., 0., -2., -4., -6.,\n", + " -8., -10., -12., -14., -16., -18., -20., -22., -24., -26., -28., -30.,\n", + " -32., -34., -36., -38., -40., -42., -44., -46., -48., -50., -52., -54.,\n", + " -56., -58., -60., -62., -64., -66., -68., -70., -72., -74., -76., -78.,\n", + " -80., -82., -84., -86., -88.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>lon</span></div><div class='xr-var-dims'>(lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0 2.0 4.0 ... 354.0 356.0 358.0</div><input id='attrs-6765e71f-be4b-46eb-9c7d-ede60317a6f8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6765e71f-be4b-46eb-9c7d-ede60317a6f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6448434-253a-40b5-a47e-a5a6772df707' class='xr-var-data-in' type='checkbox'><label for='data-a6448434-253a-40b5-a47e-a5a6772df707' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>long_name :</span></dt><dd>Longitude</dd><dt><span>actual_range :</span></dt><dd>[ 0. 358.]</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>coordinate_defines :</span></dt><dd>center</dd></dl></div><div class='xr-var-data'><pre>array([ 0., 2., 4., 6., 8., 10., 12., 14., 16., 18., 20., 22.,\n", + " 24., 26., 28., 30., 32., 34., 36., 38., 40., 42., 44., 46.,\n", + " 48., 50., 52., 54., 56., 58., 60., 62., 64., 66., 68., 70.,\n", + " 72., 74., 76., 78., 80., 82., 84., 86., 88., 90., 92., 94.,\n", + " 96., 98., 100., 102., 104., 106., 108., 110., 112., 114., 116., 118.,\n", + " 120., 122., 124., 126., 128., 130., 132., 134., 136., 138., 140., 142.,\n", + " 144., 146., 148., 150., 152., 154., 156., 158., 160., 162., 164., 166.,\n", + " 168., 170., 172., 174., 176., 178., 180., 182., 184., 186., 188., 190.,\n", + " 192., 194., 196., 198., 200., 202., 204., 206., 208., 210., 212., 214.,\n", + " 216., 218., 220., 222., 224., 226., 228., 230., 232., 234., 236., 238.,\n", + " 240., 242., 244., 246., 248., 250., 252., 254., 256., 258., 260., 262.,\n", + " 264., 266., 268., 270., 272., 274., 276., 278., 280., 282., 284., 286.,\n", + " 288., 290., 292., 294., 296., 298., 300., 302., 304., 306., 308., 310.,\n", + " 312., 314., 316., 318., 320., 322., 324., 326., 328., 330., 332., 334.,\n", + " 336., 338., 340., 342., 344., 346., 348., 350., 352., 354., 356., 358.],\n", + " dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>1970-01-01 ... 2021-12-01</div><input id='attrs-7cb1e07e-7d1a-423f-87f6-111160df39b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cb1e07e-7d1a-423f-87f6-111160df39b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f96cba82-bb6f-4f09-bd7d-2e870a08251a' class='xr-var-data-in' type='checkbox'><label for='data-f96cba82-bb6f-4f09-bd7d-2e870a08251a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>delta_t :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>avg_period :</span></dt><dd>0000-01-00 00:00:00</dd><dt><span>prev_avg_period :</span></dt><dd>0000-00-07 00:00:00</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>actual_range :</span></dt><dd>[19723. 81204.]</dd></dl></div><div class='xr-var-data'><pre>array(['1970-01-01T00:00:00.000000000', '1970-02-01T00:00:00.000000000',\n", + " '1970-03-01T00:00:00.000000000', ..., '2021-10-01T00:00:00.000000000',\n", + " '2021-11-01T00:00:00.000000000', '2021-12-01T00:00:00.000000000'],\n", + " dtype='datetime64[ns]')</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-317034f6-a27b-47a9-bd0b-d477ae600b61' class='xr-section-summary-in' type='checkbox' checked><label for='section-317034f6-a27b-47a9-bd0b-d477ae600b61' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>time_bnds</span></div><div class='xr-var-dims'>(time, nbnds)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5af5b2ce-f384-4576-ba14-3ae6c55848cd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5af5b2ce-f384-4576-ba14-3ae6c55848cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68372e4b-bad9-4cd2-a5f6-a2d1dbb2a268' class='xr-var-data-in' type='checkbox'><label for='data-68372e4b-bad9-4cd2-a5f6-a2d1dbb2a268' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time Boundaries</dd></dl></div><div class='xr-var-data'><pre>[1248 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sst</span></div><div class='xr-var-dims'>(time, lat, lon)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-04d8e05d-ec3a-47da-99d9-e0bc40d9890d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-04d8e05d-ec3a-47da-99d9-e0bc40d9890d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e690050-03e7-4129-a6b0-8f807d074657' class='xr-var-data-in' type='checkbox'><label for='data-3e690050-03e7-4129-a6b0-8f807d074657' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Monthly Means of Sea Surface Temperature</dd><dt><span>units :</span></dt><dd>degC</dd><dt><span>var_desc :</span></dt><dd>Sea Surface Temperature</dd><dt><span>level_desc :</span></dt><dd>Surface</dd><dt><span>statistic :</span></dt><dd>Mean</dd><dt><span>dataset :</span></dt><dd>NOAA Extended Reconstructed SST V5</dd><dt><span>parent_stat :</span></dt><dd>Individual Values</dd><dt><span>actual_range :</span></dt><dd>[-1.8 42.32636]</dd><dt><span>valid_range :</span></dt><dd>[-1.8 45. ]</dd></dl></div><div class='xr-var-data'><pre>[9996480 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fe69bc00-481a-484d-9739-b67573ce6956' class='xr-section-summary-in' type='checkbox' ><label for='section-fe69bc00-481a-484d-9739-b67573ce6956' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>lat</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-faaf8a97-5b7a-4d75-a5c9-422029759e9a' class='xr-index-data-in' type='checkbox'/><label for='index-faaf8a97-5b7a-4d75-a5c9-422029759e9a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([ 88.0, 86.0, 84.0, 82.0, 80.0, 78.0, 76.0, 74.0, 72.0,\n", + " 70.0, 68.0, 66.0, 64.0, 62.0, 60.0, 58.0, 56.0, 54.0,\n", + " 52.0, 50.0, 48.0, 46.0, 44.0, 42.0, 40.0, 38.0, 36.0,\n", + " 34.0, 32.0, 30.0, 28.0, 26.0, 24.0, 22.0, 20.0, 18.0,\n", + " 16.0, 14.0, 12.0, 10.0, 8.0, 6.0, 4.0, 2.0, 0.0,\n", + " -2.0, -4.0, -6.0, -8.0, -10.0, -12.0, -14.0, -16.0, -18.0,\n", + " -20.0, -22.0, -24.0, -26.0, -28.0, -30.0, -32.0, -34.0, -36.0,\n", + " -38.0, -40.0, -42.0, -44.0, -46.0, -48.0, -50.0, -52.0, -54.0,\n", + " -56.0, -58.0, -60.0, -62.0, -64.0, -66.0, -68.0, -70.0, -72.0,\n", + " -74.0, -76.0, -78.0, -80.0, -82.0, -84.0, -86.0, -88.0],\n", + " dtype='float64', name='lat'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>lon</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ffc6fd68-c0e2-4a9b-bcd5-fee7f4af6410' class='xr-index-data-in' type='checkbox'/><label for='index-ffc6fd68-c0e2-4a9b-bcd5-fee7f4af6410' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Float64Index([ 0.0, 2.0, 4.0, 6.0, 8.0, 10.0, 12.0, 14.0, 16.0,\n", + " 18.0,\n", + " ...\n", + " 340.0, 342.0, 344.0, 346.0, 348.0, 350.0, 352.0, 354.0, 356.0,\n", + " 358.0],\n", + " dtype='float64', name='lon', length=180))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7f761873-4cf7-433f-86ad-d605b6a6ff36' class='xr-index-data-in' type='checkbox'/><label for='index-7f761873-4cf7-433f-86ad-d605b6a6ff36' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex(['1970-01-01', '1970-02-01', '1970-03-01', '1970-04-01',\n", + " '1970-05-01', '1970-06-01', '1970-07-01', '1970-08-01',\n", + " '1970-09-01', '1970-10-01',\n", + " ...\n", + " '2021-03-01', '2021-04-01', '2021-05-01', '2021-06-01',\n", + " '2021-07-01', '2021-08-01', '2021-09-01', '2021-10-01',\n", + " '2021-11-01', '2021-12-01'],\n", + " dtype='datetime64[ns]', name='time', length=624, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-08e3e699-62c1-45e5-b91d-a950a64b928b' class='xr-section-summary-in' type='checkbox' ><label for='section-08e3e699-62c1-45e5-b91d-a950a64b928b' class='xr-section-summary' >Attributes: <span>(37)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>climatology :</span></dt><dd>Climatology is based on 1971-2000 SST, Xue, Y., T. M. Smith, and R. W. Reynolds, 2003: Interdecadal changes of 30-yr SST normals during 1871.2000. Journal of Climate, 16, 1601-1612.</dd><dt><span>description :</span></dt><dd>In situ data: ICOADS2.5 before 2007 and NCEP in situ data from 2008 to present. Ice data: HadISST ice before 2010 and NCEP ice after 2010.</dd><dt><span>keywords_vocabulary :</span></dt><dd>NASA Global Change Master Directory (GCMD) Science Keywords</dd><dt><span>keywords :</span></dt><dd>Earth Science > Oceans > Ocean Temperature > Sea Surface Temperature ></dd><dt><span>instrument :</span></dt><dd>Conventional thermometers</dd><dt><span>source_comment :</span></dt><dd>SSTs were observed by conventional thermometers in Buckets (insulated or un-insulated canvas and wooded buckets) or Engine Room Intaker</dd><dt><span>geospatial_lon_min :</span></dt><dd>-1.0</dd><dt><span>geospatial_lon_max :</span></dt><dd>359.0</dd><dt><span>geospatial_laty_max :</span></dt><dd>89.0</dd><dt><span>geospatial_laty_min :</span></dt><dd>-89.0</dd><dt><span>geospatial_lat_max :</span></dt><dd>89.0</dd><dt><span>geospatial_lat_min :</span></dt><dd>-89.0</dd><dt><span>geospatial_lat_units :</span></dt><dd>degrees_north</dd><dt><span>geospatial_lon_units :</span></dt><dd>degrees_east</dd><dt><span>cdm_data_type :</span></dt><dd>Grid</dd><dt><span>project :</span></dt><dd>NOAA Extended Reconstructed Sea Surface Temperature (ERSST)</dd><dt><span>original_publisher_url :</span></dt><dd>http://www.ncdc.noaa.gov</dd><dt><span>References :</span></dt><dd>https://www.ncdc.noaa.gov/data-access/marineocean-data/extended-reconstructed-sea-surface-temperature-ersst-v5 at NCEI and http://www.esrl.noaa.gov/psd/data/gridded/data.noaa.ersst.v5.html</dd><dt><span>source :</span></dt><dd>In situ data: ICOADS R3.0 before 2015, NCEP in situ GTS from 2016 to present, and Argo SST from 1999 to present. Ice data: HadISST2 ice before 2015, and NCEP ice after 2015</dd><dt><span>title :</span></dt><dd>NOAA ERSSTv5 (in situ only)</dd><dt><span>history :</span></dt><dd>created 07/2017 by PSD data using NCEI's ERSST V5 NetCDF values</dd><dt><span>institution :</span></dt><dd>This version written at NOAA/ESRL PSD: obtained from NOAA/NESDIS/National Centers for Environmental Information and time aggregated. Original Full Source: NOAA/NESDIS/NCEI/CCOG</dd><dt><span>citation :</span></dt><dd>Huang et al, 2017: Extended Reconstructed Sea Surface Temperatures Version 5 (ERSSTv5): Upgrades, Validations, and Intercomparisons. Journal of Climate, https://doi.org/10.1175/JCLI-D-16-0836.1</dd><dt><span>platform :</span></dt><dd>Ship and Buoy SSTs from ICOADS R3.0 and NCEP GTS</dd><dt><span>standard_name_vocabulary :</span></dt><dd>CF Standard Name Table (v40, 25 January 2017)</dd><dt><span>processing_level :</span></dt><dd>NOAA Level 4</dd><dt><span>Conventions :</span></dt><dd>CF-1.6, ACDD-1.3</dd><dt><span>metadata_link :</span></dt><dd>:metadata_link = https://doi.org/10.7289/V5T72FNM (original format)</dd><dt><span>creator_name :</span></dt><dd>Boyin Huang (original)</dd><dt><span>date_created :</span></dt><dd>2017-06-30T12:18:00Z (original)</dd><dt><span>product_version :</span></dt><dd>Version 5</dd><dt><span>creator_url_original :</span></dt><dd>https://www.ncei.noaa.gov</dd><dt><span>license :</span></dt><dd>No constraints on data access or use</dd><dt><span>comment :</span></dt><dd>SSTs were observed by conventional thermometers in Buckets (insulated or un-insulated canvas and wooded buckets), Engine Room Intakers, or floats and drifters</dd><dt><span>summary :</span></dt><dd>ERSST.v5 is developed based on v4 after revisions of 8 parameters using updated data sets and advanced knowledge of ERSST analysis</dd><dt><span>dataset_title :</span></dt><dd>NOAA Extended Reconstructed SST V5</dd><dt><span>data_modified :</span></dt><dd>2022-06-07</dd></dl></div></li></ul></div></div>" + ], + "text/plain": [ + "<xarray.Dataset>\n", + "Dimensions: (lat: 89, lon: 180, time: 624, nbnds: 2)\n", + "Coordinates:\n", + " * lat (lat) float32 88.0 86.0 84.0 82.0 ... -82.0 -84.0 -86.0 -88.0\n", + " * lon (lon) float32 0.0 2.0 4.0 6.0 8.0 ... 352.0 354.0 356.0 358.0\n", + " * time (time) datetime64[ns] 1970-01-01 1970-02-01 ... 2021-12-01\n", + "Dimensions without coordinates: nbnds\n", + "Data variables:\n", + " time_bnds (time, nbnds) float64 ...\n", + " sst (time, lat, lon) float32 ...\n", + "Attributes: (12/37)\n", + " climatology: Climatology is based on 1971-2000 SST, Xue, Y....\n", + " description: In situ data: ICOADS2.5 before 2007 and NCEP i...\n", + " keywords_vocabulary: NASA Global Change Master Directory (GCMD) Sci...\n", + " keywords: Earth Science > Oceans > Ocean Temperature > S...\n", + " instrument: Conventional thermometers\n", + " source_comment: SSTs were observed by conventional thermometer...\n", + " ... ...\n", + " creator_url_original: https://www.ncei.noaa.gov\n", + " license: No constraints on data access or use\n", + " comment: SSTs were observed by conventional thermometer...\n", + " summary: ERSST.v5 is developed based on v4 after revisi...\n", + " dataset_title: NOAA Extended Reconstructed SST V5\n", + " data_modified: 2022-06-07" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_test = xr.tutorial.open_dataset(\"ersstv5\")\n", + "ds_test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## I. Sector definitions\n", + "First, show the available sector definitions, to be able to pick one up.\n", + "\n", + "**NB**: if there are only 4 panels (and if an ERROR message appear), the `xesmf` package is not installed on your machine. For ELIC users, go onto `coriolis` until `cyclone` is updated. \n", + "The module does not (yet?) support another method to interpolate the NSIDC mask onto a grid, unfortunately: the NSIDC definition is not available to you. Modifying the `interp_mask2grid` function to use the `scipy.griddata` function could be a workaround, but some tests show that it is prohibitly slow..." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ERROR: xesmf could not be loaded, reference NSIDC skipped.\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 1200x800 with 8 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = tbsec.plot_sectormaps()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## II. Detailed example\n", + "Let's look at SST climatology in the Siberian seas, and how they might differ. So we pick the Årthun et al. [2021] definition.\n", + "\n", + "We can first show the bounds for that definitions, for the sake of knowing, and then proceed to calculating the monthly climatology and groupby sectors" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mSignature:\u001b[0m \u001b[0mtbsec\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdefine_sectors\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mref\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'RH'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "Define sectors, based on a reference. This works for the Arctic and the Antarctic regions.\n", + "The sectors can be defined according to:\n", + "- for Southern Hemisphere:\n", + " - ref=\"RH\" or \"RaphaelHobbs2014\" (recommended, default): Raphael & Hobbs(2014, doi:10.1002/2014GL060365), based on ice variance.\n", + " - ref=\"Z83\" or \"ZwallyEtAl1983\": Zwally et al. (1983, see also doi:10.1029/2000JC000733), based on geography (same definition as Cavalieri & Parkinson [2008], e.g.)\n", + "- for Northern Hemisphere:\n", + " - ref=\"A21\" or \"ArthunEtAl2021\": Arthun et al. (2021, doi:10.1029/2020GL090825), only covers high Arctic\n", + " - ref=\"K16\" or \"KoenigkEtAl2016\": Koenigk et al. (2016, doi:10.1007/s00382-015-2586-1), covers sub-Arctic seas\n", + " - ref=\"NSIDC\" (recommended): NSIDC new (as of 2023) definition (NSIDC Special report 25, figure 3)\n", + "Returns a dictionary with names of the sectors as keys and a 2-items list of the bounding longitudes (E and W) for each sector.\n", + "\n", + "V3: Includes the 'nsidc' definition.\n", + "\u001b[0;31mFile:\u001b[0m ~/Projects/MassBalance/src/tbxsectors.py\n", + "\u001b[0;31mType:\u001b[0m function" + ] + } + ], + "source": [ + "# Want to check the sources for those definitions? Check the documentation:\n", + "?tbsec.define_sectors" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Central': [[80, 90], [-180, 180]],\n", + " 'Barents': [[65, 80], [15, 55]],\n", + " 'Kara': [[65, 80], [55, 100]],\n", + " 'Laptev': [[65, 80], [100, 150]],\n", + " 'EastSiberian': [[65, 80], [150, 180]],\n", + " 'Chukchi': [[65, 80], [-180, -160]],\n", + " 'Beaufort': [[65, 80], [-160, -120]]}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Call the define_sectors function just to check the lat-lon boundaries.\n", + "# Note that this function is called internally by the `groupby_sectors` function, no need to deal with it.\n", + "secA21 = tbsec.define_sectors(ref='A21')\n", + "secA21" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In theory, we should weight the grid cell by their areas to get a proper calculation. \n", + "Something along the lines of groupby_sectors(ds * cell_area), \n", + "then also do a groupby_sector(cell_area) and finally divide the first by the second. \n", + "\n", + "Let's skip this step and jump into the use of the `groupby_sectors` function\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<xarray.plot.facetgrid.FacetGrid at 0x7fb028293a00>" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 1300x600 with 8 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Divide by sector\n", + "da_sst_sectors = tbsec.groupby_sectors(ds_test.sst, ref='A21')\n", + "# Average over sectors\n", + "da_sst_secmean = da_sst_sectors.mean()\n", + "# Plot the time series\n", + "da_sst_secmean.plot(col='sector', col_wrap=4)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.02, 'SST Anomalies for each Arctic Ocean sectors (Årthun et al. 2021 definition)')" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1300x600 with 8 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# One step further: Calculate the climatology\n", + "da_sst_clim = da_sst_secmean.groupby('time.month').mean()\n", + "# Plot those\n", + "gs = da_sst_clim.plot(col='sector', col_wrap=4)\n", + "[ax.grid() for ax in gs.axs.flatten()]\n", + "gs.fig.suptitle(\"SST Anomalies for each Arctic Ocean sectors (Årthun et al. 2021 definition)\",y=1.02)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So the Barents Sea does not reach freezing point in winter (from a climatological perspective). All other sectors do. The Central sector is very stable all year round, unsurprisingly. All look good." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## III. One-liner example\n", + "For the sake of it, let's do the same on the Southern Ocean, in a concise way." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.02, 'SST Anomalies for each Southern Ocean sector (Raphael & Hobbs 2014 definition)')" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "<Figure size 1000x600 with 6 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Divide by sector and average directly.\n", + "da_sst_mean_south = tbsec.groupby_sectors(ds_test.sst, ref='RH').mean()\n", + "da_sst_anom_south = da_sst_mean_south.groupby('time.month') - da_sst_mean_south.groupby('time.month').mean()\n", + "# Plot the time series anomalies\n", + "gs = da_sst_anom_south.plot(col='sector', col_wrap=3)\n", + "gs.fig.suptitle(\"SST Anomalies for each Southern Ocean sector (Raphael & Hobbs 2014 definition)\",y=1.02)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}