{ "cells": [ { "cell_type": "markdown", "id": "86ad08b9-58ae-4c8e-ab9a-41db44d3ac6a", "metadata": {}, "source": [ "# Convert Geopandas GeoSeries to spherical harmonics \n", "Author: R. Rietbroek June 2025 (r.rietbroek@utwente.nl)*\n", "\n", "Often, geographical geometry objects are needed as masks (1 inside,0 outside) expressed in the spherical harmonic domain. This notebook shows how a geopandas Geoseries, containing polygon masks or points can be converted to spherical harmonic coefficients" ] }, { "cell_type": "markdown", "id": "7cd0eb43-03a4-4fd8-9c78-e0ff319de7eb", "metadata": {}, "source": [ "## 1. Preparations" ] }, { "cell_type": "code", "execution_count": 1, "id": "eac0fd29-ec90-4ecb-8ec7-941b37b6584b", "metadata": {}, "outputs": [], "source": [ "#Optionally enable autoreloading for development purposes. Note that this does not automagically reload the binary extensions\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "id": "6b97642c-c3b9-4737-bbca-674ce48fe92c", "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import os\n", "import shxarray\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "\n", "import numpy as np\n", "import geopandas as gpd\n", "from shapely import Point" ] }, { "cell_type": "code", "execution_count": 3, "id": "4d34dcc9-9dee-4210-abf2-d4f527e42630", "metadata": {}, "outputs": [], "source": [ "#set the maximum desired degree of the output spherical harmonics\n", "nmax=120" ] }, { "cell_type": "markdown", "id": "1cd51201-9f13-4350-99a4-e0098345f08f", "metadata": {}, "source": [ "## 2. Get a set of Antartic grounded drainage basins (as polygons) to use as continental loads\n", "\n", "Note that in this case we load the geometries from a [geoslurp database](https://geoslurp.wobbly.earth/en/latest/), but the example can be easily modified to load shapes from e.g. geopackage files." ] }, { "cell_type": "code", "execution_count": 4, "id": "6279a197-e2ca-4bf1-a482-8e6bf4ffc72d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Antarctic grounded drainage basins')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# In this example we're loading the drainage basin outlines froma geoslurp database\n", "# The original datasources can be found at https://earth.gsfc.nasa.gov/cryo/data/polar-altimetry/antarctic-and-greenland-drainage-systems\n", "from geoslurp.manager import GeoslurpManager\n", "import geoslurp.tools.pandas \n", "import pandas as pd\n", "gsman=GeoslurpManager()\n", "\n", "tname=\"cryo.antarc_ddiv_icesat_grnd\"\n", "\n", "# One can populate the database like this:\n", "#dsant=gsman.dataset(tname)\n", "#dsant.pull()\n", "#dsant.register()\n", "\n", "#load the polygons from the databse in a geopandas dataframe NOTE: convert to polar stereographic projection because the polgyon contains the south Pole\n", "#And this projection is needed when converting to spherical harmonics\n", "dfant=pd.DataFrame.gslrp.load(gsman.conn,f\"SELECT basinid,ST_transform(geom::geometry,3031) as geometry FROM {tname}\")\n", "# quick plot of the drainage basin outlines\n", "ax=dfant.plot(edgecolor=\"tab:blue\",facecolor=\"grey\")\n", "ax.set_title(\"Antarctic grounded drainage basins\")" ] }, { "cell_type": "markdown", "id": "5c78fb2e-0a53-43a0-9115-37e5b8960466", "metadata": {}, "source": [ "## 3 Convert the drainage outline to spherical harmonics of the desired degrees\n", "We take the column `basinid` as an axiliary coordinate to indicate the original geometries present\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "a6a85313-c517-4d88-a959-c971b5dcbb26", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[SHTns 3.7.3] built Jan 17 2025, 23:35:53, id: v3.7-9-gbfb51b8*,avx2,ishioka,openmp,cuda\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "shxarray-INFO: Masking and gridding polygons\n", "shxarray-INFO: Applying SH analysis\n" ] }, { "data": { "text/html": [ "
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<xarray.DataArray 'ant_div' (basinid: 27, nm: 14641)> Size: 3MB\n",
       "array([[ 9.40267020e-04, -3.05624425e-04, -1.59546257e-03, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00],\n",
       "       [ 1.54626069e-03, -4.34739860e-05, -2.67059892e-03, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00],\n",
       "       [ 3.05559875e-03,  1.44490204e-04, -5.21075910e-03, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00],\n",
       "       ...,\n",
       "       [ 5.83668038e-05, -3.63363264e-05, -9.28618692e-05, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00],\n",
       "       [ 7.85327017e-05, -4.81902117e-05, -1.24477510e-04, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00],\n",
       "       [ 9.11249032e-05, -4.32464570e-05, -1.50067337e-04, ...,\n",
       "         0.00000000e+00,  0.00000000e+00,  0.00000000e+00]])\n",
       "Coordinates:\n",
       "  * nm       (nm) object 117kB MultiIndex\n",
       "  * n        (nm) int64 117kB 0 1 1 1 2 2 2 2 ... 120 120 120 120 120 120 120\n",
       "  * m        (nm) int64 117kB 0 -1 0 1 -2 -1 0 1 ... 114 115 116 117 118 119 120\n",
       "  * basinid  (basinid) float64 216B 2.0 3.0 4.0 5.0 6.0 ... 25.0 26.0 27.0 27.0\n",
       "Attributes:\n",
       "    Conventions:  CF-1.8\n",
       "    source:       shxarray-1.3.3.dev5+ga1b06ac.d20250527 <https://github.com/...\n",
       "    contact:      Roelof Rietbroek <r.rietbroek@utwente.nl>\n",
       "    institution:  ITC Faculty of Geo-Information Science and Earth Observatio...\n",
       "    comments:     Used backend: SHTns High performance Spherical Harmonic Tra...\n",
       "    history:      Analysis operation
" ], "text/plain": [ " Size: 3MB\n", "array([[ 9.40267020e-04, -3.05624425e-04, -1.59546257e-03, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [ 1.54626069e-03, -4.34739860e-05, -2.67059892e-03, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [ 3.05559875e-03, 1.44490204e-04, -5.21075910e-03, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " ...,\n", " [ 5.83668038e-05, -3.63363264e-05, -9.28618692e-05, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [ 7.85327017e-05, -4.81902117e-05, -1.24477510e-04, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [ 9.11249032e-05, -4.32464570e-05, -1.50067337e-04, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00]])\n", "Coordinates:\n", " * nm (nm) object 117kB MultiIndex\n", " * n (nm) int64 117kB 0 1 1 1 2 2 2 2 ... 120 120 120 120 120 120 120\n", " * m (nm) int64 117kB 0 -1 0 1 -2 -1 0 1 ... 114 115 116 117 118 119 120\n", " * basinid (basinid) float64 216B 2.0 3.0 4.0 5.0 6.0 ... 25.0 26.0 27.0 27.0\n", "Attributes:\n", " Conventions: CF-1.8\n", " source: shxarray-1.3.3.dev5+ga1b06ac.d20250527 \n", " institution: ITC Faculty of Geo-Information Science and Earth Observatio...\n", " comments: Used backend: SHTns High performance Spherical Harmonic Tra...\n", " history: Analysis operation" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dantsh=xr.DataArray.sh.from_geoseries(dfant.geometry,nmax,auxcoord=dfant.basinid,engine=\"shtns\")\n", "dantsh.name='ant_div'\n", "display(dantsh)\n", "\n", "#optionally save to disk\n", "fout=f\"data/antarc_ddiv_icesat_grnd_n{nmax}.nc\"\n", "dantsh.reset_index('nm').to_netcdf(fout)" ] }, { "cell_type": "markdown", "id": "cbd6dfdb-fa91-42ef-8b1e-15b6de823aad", "metadata": {}, "source": [ "## 4 Check if the intermediate drainage basin results made sense\n", "A spatially discontinuous function cannnot be one-to-one mapped to spectrally truncated function, so some Gibb's phenomena is to be expected\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "e3071a06-ac2e-4ab9-98bb-fad0681a68a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Antarctic drainage basin 18 from sh nmax=120')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Sum all spherical harmonic coefficient sets for all basins and grid\n", "import cartopy.crs as ccrs\n", "dres=0.25\n", "basinid=18\n", "# basinid=3\n", "daantgrd=dantsh.sel(basinid=basinid).sh.synthesis(lon=np.arange(-180+dres/2,180,dres),lat=np.arange(-90+dres/2,-60,dres))\n", "daantgrd.name=\"Mask value\"\n", "# daantgrd=daantgrd[daantgrd.lat < -50]\n", "ax = plt.axes(projection=ccrs.SouthPolarStereo())\n", "daantgrd.plot(ax=ax,vmax=1,vmin=0,transform=ccrs.PlateCarree())\n", "ax.add_geometries(dfant[dfant.basinid==basinid].geometry,edgecolor='tab:red',crs=ccrs.SouthPolarStereo(),facecolor=\"none\",lw=2)\n", "plt.title(f\"Antarctic drainage basin {basinid} from sh nmax={nmax}\")" ] }, { "cell_type": "markdown", "id": "c95b656b-d1d4-462d-bfe6-effd2183d640", "metadata": {}, "source": [ "## 5 What about the conversion of geometry points?\n", "Points can be interpreted as **unit loads, disks or parabolic loads**, before being expanded into spherical harmonic coefficients.\n", "Let's create some randomized points on the sphere first\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "a8e8ec30-05f6-475d-bc0b-85a7459bb0a4", "metadata": {}, "outputs": [], "source": [ "from random import sample\n", "npoints=100\n", "latrange=180\n", "lonrange=360\n", "discr=0.001245\n", "latpnt=sample(sorted(np.arange(-90,90,discr)),npoints)\n", "lonpnt=sample(sorted(np.arange(-180,180,discr)),npoints)\n", "gspnts=gpd.GeoSeries([Point(x,y) for x,y in zip(lonpnt,latpnt)]).set_crs(ccrs.PlateCarree())" ] }, { "cell_type": "code", "execution_count": 9, "id": "4d04e378-668e-4449-add8-14d5be8fefd6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'shdisk' (nlonlat: 100, nm: 14641)> Size: 12MB\n",
       "array([[ 2.29283487e-031, -3.72144720e-031,  4.66482478e-030, ...,\n",
       "         9.77530206e-032, -1.22533167e-030, -1.88727029e-033],\n",
       "       [-7.06215820e-007, -1.18353985e-007,  5.60879349e-007, ...,\n",
       "         1.18895074e-006, -5.63443570e-006, -8.99602868e-007],\n",
       "       [-2.07855784e-106,  1.53760622e-105,  2.36993858e-104, ...,\n",
       "         2.67070659e-107,  4.11640543e-106, -6.30951488e-107],\n",
       "       ...,\n",
       "       [-6.12887002e-079,  3.12849010e-078,  4.72988986e-077, ...,\n",
       "        -1.01129752e-079, -1.52895670e-078, -4.32212865e-079],\n",
       "       [ 4.96342288e-084, -1.30835992e-083, -1.98875738e-082, ...,\n",
       "        -2.00649489e-083, -3.04994937e-082,  1.54471775e-084],\n",
       "       [ 8.02365744e-009, -3.17705376e-009,  2.00659788e-008, ...,\n",
       "        -8.17421239e-009,  5.16275723e-008,  7.09402100e-010]])\n",
       "Coordinates:\n",
       "  * nm       (nm) object 117kB MultiIndex\n",
       "  * n        (nm) int32 59kB 120 119 120 118 119 120 ... 118 119 120 119 120 120\n",
       "  * m        (nm) int32 59kB -120 -119 -119 -118 -118 ... 118 118 119 119 120\n",
       "    lon      (nlonlat) float64 800B 165.8 -136.2 164.1 ... 143.0 -140.4 -116.3\n",
       "    lat      (nlonlat) float64 800B -53.63 -17.72 81.92 ... 76.21 77.53 -23.94\n",
       "    id       (nlonlat) int64 800B 0 1 2 3 4 5 6 7 8 ... 92 93 94 95 96 97 98 99\n",
       "Dimensions without coordinates: nlonlat
" ], "text/plain": [ " Size: 12MB\n", "array([[ 2.29283487e-031, -3.72144720e-031, 4.66482478e-030, ...,\n", " 9.77530206e-032, -1.22533167e-030, -1.88727029e-033],\n", " [-7.06215820e-007, -1.18353985e-007, 5.60879349e-007, ...,\n", " 1.18895074e-006, -5.63443570e-006, -8.99602868e-007],\n", " [-2.07855784e-106, 1.53760622e-105, 2.36993858e-104, ...,\n", " 2.67070659e-107, 4.11640543e-106, -6.30951488e-107],\n", " ...,\n", " [-6.12887002e-079, 3.12849010e-078, 4.72988986e-077, ...,\n", " -1.01129752e-079, -1.52895670e-078, -4.32212865e-079],\n", " [ 4.96342288e-084, -1.30835992e-083, -1.98875738e-082, ...,\n", " -2.00649489e-083, -3.04994937e-082, 1.54471775e-084],\n", " [ 8.02365744e-009, -3.17705376e-009, 2.00659788e-008, ...,\n", " -8.17421239e-009, 5.16275723e-008, 7.09402100e-010]])\n", "Coordinates:\n", " * nm (nm) object 117kB MultiIndex\n", " * n (nm) int32 59kB 120 119 120 118 119 120 ... 118 119 120 119 120 120\n", " * m (nm) int32 59kB -120 -119 -119 -118 -118 ... 118 118 119 119 120\n", " lon (nlonlat) float64 800B 165.8 -136.2 164.1 ... 143.0 -140.4 -116.3\n", " lat (nlonlat) float64 800B -53.63 -17.72 81.92 ... 76.21 77.53 -23.94\n", " id (nlonlat) int64 800B 0 1 2 3 4 5 6 7 8 ... 92 93 94 95 96 97 98 99\n", "Dimensions without coordinates: nlonlat" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#convert the points to spherical harmonics of disks with spherical radius of 4 degrees\n", "dadskssh=xr.DataArray.sh.from_geoseries(gspnts,nmax,axialtype=\"disk\",psi=4)\n", "\n", "#unitload\n", "#daunitsh=xr.DataArray.sh.from_geoseries(gspnts,nmax)\n", "\n", "#Parabolic caps\n", "# daparacsh=xr.DataArray.sh.from_geoseries(gspnts,nmax,axialtype=\"paraboliccap\",psi=4)\n", "\n", "display(dadskssh)" ] }, { "cell_type": "markdown", "id": "11626f5d-fbe5-458b-bd7e-b9a277ca8644", "metadata": {}, "source": [ "## 6 Create a visualization of all the disk loads together" ] }, { "cell_type": "code", "execution_count": 10, "id": "610b34e1-6204-425f-ba85-8ce7a36b8a6d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "dadsks=dadskssh.sum(\"nlonlat\").sh.synthesis()\n", "\n", "proj=ccrs.NearsidePerspective(central_longitude=0.0, central_latitude=50, satellite_height=35785831) \n", "fig, ax = plt.subplots(subplot_kw={'projection': proj},figsize=(12,8.5))\n", "\n", "ax.coastlines()\n", "dadsks.plot(ax=ax,transform=ccrs.PlateCarree())\n", "gspnts.plot(ax=ax,transform=ccrs.PlateCarree())\n", "ax.set_title(\"100 randomly positioned spherical harmonic disk loads\")\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "pyshxarray", "language": "python", "name": "pyshxarray" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.3" } }, "nbformat": 4, "nbformat_minor": 5 }