diff --git a/demo/data/eorca/eORCA025.L75-MLE.STD_y1967m01.nc b/demo/data/eorca/eORCA025.L75-MLE.STD_y1967m01.nc new file mode 100644 index 0000000..828a554 Binary files /dev/null and b/demo/data/eorca/eORCA025.L75-MLE.STD_y1967m01.nc differ diff --git a/demo/interpolated_data/test_eorca_511_002_pyinterp_interpolator_010.nc b/demo/interpolated_data/test_eorca_511_002_pyinterp_interpolator_010.nc new file mode 100644 index 0000000..1910311 Binary files /dev/null and b/demo/interpolated_data/test_eorca_511_002_pyinterp_interpolator_010.nc differ diff --git a/demo/notebook/model-to-swot-interpolation.ipynb b/demo/notebook/model-to-swot-interpolation.ipynb new file mode 100644 index 0000000..7e16e81 --- /dev/null +++ b/demo/notebook/model-to-swot-interpolation.ipynb @@ -0,0 +1,426 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "07c7838f-39dc-47fc-b2cd-2b6cea7a59eb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6c11f6b9-16f0-4bb4-9374-523bdc3f6c94", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import sys\n", + "sys.path.append(\"../utils/\")\n", + "from Interp_model2SWOT import *\n", + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs\n", + "import cartopy.feature as cf" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cbeb704a-8cbc-4745-8ffa-e91d0dd78872", + "metadata": {}, + "outputs": [], + "source": [ + "def interpolate_modeltoswot(file1,\n", + " file2,\n", + " file3,\n", + " var_name,\n", + " lat_name,\n", + " lon_name, \n", + " time_name,\n", + " time_step,\n", + " interpolator,\n", + " output_file\n", + " ):\n", + "\n", + " # Load model, mask, and SWOT data\n", + " ds_model, ds_mask, ds_swot = read_netcdf_files(file1, file2, file3, time_name, time_step=0)\n", + " \n", + " # Prepare interpolation function from model data\n", + " finterp = open_model_data(ds_model, ds_mask, interpolator, var_name ,ds_swot.latitude, ds_swot.longitude, lat_name, lon_name)\n", + " \n", + " # Interpolate model data to satellite swath\n", + " output_ds = interp_satellite(ds_swot.latitude, ds_swot.longitude, ds_swot.cross_track_distance,ds_swot.quality_flag, interpolator, finterp, var=\"ssh\")\n", + " \n", + " # Save to NetCDF\n", + " output_ds.to_netcdf(output_file)\n", + " print(f\"Output saved to {output_file}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a7c902c0-a415-41fa-9ae6-bbf09472ddbc", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def fig_interp(ds,var):\n", + " figure, ax = plt.subplots(1,1, figsize=(6,4), \n", + " subplot_kw={\"projection\": ccrs.PlateCarree()})\n", + "\n", + " a = ax.pcolormesh(\n", + " ds.longitude,\n", + " ds.latitude,\n", + " ds[var],\n", + " shading='auto', \n", + " cmap='RdBu_r', \n", + " #vmin=-0.5, vmax=0.5 \n", + " )\n", + " ax.coastlines()\n", + " gl = ax.gridlines(draw_labels=True)\n", + " gl.top_labels=False\n", + " gl.right_labels=False\n", + " cbar=plt.colorbar(a,extend='both')# \n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e194ab2e-4cb7-4a35-bb9e-a9ba333540a0", + "metadata": {}, + "outputs": [], + "source": [ + "def fig(lon,lat,ssh,model):\n", + " ax = plt.axes([0.1, .15, 0.8, 0.6],projection=ccrs.PlateCarree())\n", + " ax.add_feature(cf.LAND, zorder=10, edgecolor='gray')\n", + " ax.set_global()\n", + " \n", + " if model in [\"hycom50\"]:\n", + " a = ax.contourf(lon,lat,ssh,\n", + " #shading='auto', \n", + " cmap='RdBu_r', \n", + " transform=ccrs.PlateCarree(),\n", + " extend='both'\n", + " )\n", + " plt.colorbar(a,shrink=0.7,)\n", + " else:\n", + " a = ax.pcolormesh(lon,lat,ssh,\n", + " shading='auto', \n", + " cmap='RdBu_r', \n", + " transform=ccrs.PlateCarree(),\n", + " )\n", + " plt.colorbar(a,extend='both',shrink=0.7,)\n", + " \n", + " ax.coastlines()\n", + " gl = ax.gridlines(draw_labels=True)\n", + " gl.top_labels=False\n", + " gl.right_labels=False\n", + " plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "73817cdc-bb64-43a8-a7c5-49e9f45894f6", + "metadata": {}, + "outputs": [], + "source": [ + "# choose your model among [\"enatl60\", \"eorca\", \"hycom50\", \"gigatl\" ]\n", + "\n", + "# model = input(\"\")\n", + "model = \"eorca\"" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "01119dad-5468-434a-8775-77fcd10f2ce8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "pass_number = 497\n", + "swot_grid_file = f\"../swot_grid_files/SWOT_L3_LR_SSH_Expert_008_{pass_number:03d}_20240101T000706_20240101T005832_v1.0.2.nc\"\n", + "output_dir = \"../interpolated_data/\"\n", + "\n", + "if model== \"enatl60\":\n", + " file1 = \"../data/eNATL60/ssh_zarr/\"\n", + " mask_file = file1\n", + " ds=xr.open_zarr(file1)\n", + " dsm= ds\n", + " var_name ='sossheig'\n", + " lat_name=\"nav_lat\"\n", + " lon_name=\"nav_lon\"\n", + " time_name= \"time_counter\"\n", + " \n", + "elif model== \"eorca\":\n", + " file1 = \"../data/EORCA/eORCA025.L75-MLE.STD_y1967m01.nc\"\n", + " mask_file = \"../data/EORCA/eORCA025.L75_byte_mask_4.2.nc\"\n", + " ds=xr.open_dataset(file1)\n", + " dsm= xr.open_dataset(mask_file)\n", + " var_name= \"sossheig\"\n", + " lat_name= \"nav_lat\"\n", + " lon_name= \"nav_lon\"\n", + " time_name=\"time\"\n", + "\n", + "elif model==\"hycom50\":\n", + " file1 = \"../data/Hycom50/ATLc02_E037_016_032_ssh.nc\"\n", + " mask_file = \"../data/Hycom50/grd_ATLc02_GS.nc\"\n", + " ds=xr.open_dataset(file1)\n", + " dsm= xr.open_dataset(mask_file)\n", + " var_name ='ssh'\n", + " lat_name=\"plat\"\n", + " lon_name=\"plon\"\n", + " time_name=None\n", + "\n", + "elif model==\"gigatl\":\n", + " file1 = \"../data/GIGATL/gigatl1_1h_tides_swot_24h_sfc_2008-03-14.nc\"\n", + " mask_file = file1\n", + " ds=xr.open_dataset(file1)\n", + " dsm= ds \n", + " var_name ='zeta'\n", + " lat_name=\"lat\"\n", + " lon_name=\"lon\"\n", + " time_name= \"time\" \n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "50d57c83-1c4a-460c-ae17-9e57e964f0de", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "time_step=10" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "0a48a6e0-8af8-4aa7-8316-634bb6fcd525", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ds = ds.isel({time_name:time_step}) if time_name in ds.dims else ds\n", + "lon = dsm[lon_name].squeeze()\n", + "lat = dsm[lat_name].squeeze()\n", + "ssh = ds[var_name]\n", + "\n", + "fig(lon,lat,ssh,model)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "32e1ab62-aecd-4ac6-a9a1-74bb38996e0c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Interpolation in progress ...\n", + "Output saved to ../interpolated_data/test_eorca_497_scipy_interpolator_010.nc\n", + "CPU times: user 982 ms, sys: 45.7 ms, total: 1.03 s\n", + "Wall time: 1.1 s\n" + ] + } + ], + "source": [ + "%%time\n", + "interpolator = \"scipy_interpolator\"\n", + "output_file = f\"{output_dir}test_{model}_{pass_number:03d}_{interpolator}_{time_step:03d}.nc\"\n", + "\n", + "\n", + "try:\n", + " os.remove(output_file)\n", + "except:\n", + " pass\n", + "\n", + "interpolate_modeltoswot(file1=file1,\n", + " file2=mask_file,\n", + " file3= swot_grid_file,\n", + " var_name=var_name,\n", + " lat_name=lat_name,\n", + " lon_name=lon_name,\n", + " time_name=time_name,\n", + " time_step=time_step,\n", + " interpolator = interpolator,\n", + " output_file=output_file,\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0fba4c68-a65e-405e-a414-f88c86ca06d3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'scipy_interpolator')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dsi=xr.open_dataset(output_file)\n", + "fig_interp(dsi,\"ssh\")\n", + "#plt.xlim(0, 180)\n", + "plt.title(interpolator)\n", + "#plt.ylim(-70, 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "7b77c6bf-9cd0-4d21-9681-72715498bad7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Interpolation in progress ...\n", + "Output saved to ../interpolated_data/test_eorca_511_002_pyinterp_interpolator_010.nc\n", + "CPU times: user 1.29 s, sys: 47.8 ms, total: 1.34 s\n", + "Wall time: 1.39 s\n" + ] + } + ], + "source": [ + "%%time\n", + "interpolator = \"pyinterp_interpolator\"\n", + "output_file = f\"{output_dir}test_{model}_511_002_{interpolator}_{time_step:03d}.nc\"\n", + "\n", + "try:\n", + " os.remove(output_file)\n", + "except:\n", + " pass\n", + "\n", + "interpolate_modeltoswot(file1=file1,\n", + " file2=mask_file,\n", + " file3= swot_grid_file,\n", + " var_name=var_name,\n", + " lat_name=lat_name,\n", + " lon_name=lon_name,\n", + " time_name=time_name,\n", + " time_step=time_step,\n", + " interpolator = interpolator,\n", + " output_file=output_file,\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6de1b99a-3a1f-44f5-a558-6bf0a636b815", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'pyinterp_interpolator')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dsi=xr.open_dataset(output_file)\n", + "fig_interp(dsi,\"ssh\")\n", + "plt.title(interpolator)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4786930-66ad-480d-ba7d-33f58b3c5fd4", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "custom_env", + "language": "python", + "name": "custom_env" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.14" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": {}, + "version_major": 2, + "version_minor": 0 + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/demo/swot_grid_files/SWOT_L3_LR_SSH_Expert_008_497_20240101T000706_20240101T005832_v1.0.2.nc b/demo/swot_grid_files/SWOT_L3_LR_SSH_Expert_008_497_20240101T000706_20240101T005832_v1.0.2.nc new file mode 100644 index 0000000..e0d0bc3 Binary files /dev/null and b/demo/swot_grid_files/SWOT_L3_LR_SSH_Expert_008_497_20240101T000706_20240101T005832_v1.0.2.nc differ diff --git a/demo/utils/Interp_model2SWOT.py b/demo/utils/Interp_model2SWOT.py new file mode 100644 index 0000000..7716ec9 --- /dev/null +++ b/demo/utils/Interp_model2SWOT.py @@ -0,0 +1,318 @@ +#!/usr/bin/env python3 +import argparse +import xarray as xr +import numpy as np +import pyinterp +import os +from scipy import interpolate +from inpoly.inpoly2 import inpoly2 + + + +def read_netcdf_files(file1, file2, file3, time_name = "time_counter", time_step=0): + """ + Reads three NetCDF files and returns the datasets. + + Parameters: + file1 (str): Path to the first NetCDF file (Model). + file2 (str): Path to the second NetCDF file (Mask for model). + file3 (str): Path to the third NetCDF file (SWOT data). + + Returns: + tuple: A tuple containing three xarray datasets. + """ + + # file extensions ... + extension1 = os.path.splitext(file1)[1] + extension2 = os.path.splitext(file2)[1] + + # Open datasets depending on format + ds1 = xr.open_dataset(file1) if extension1 == ".nc" else xr.open_zarr(file1) # model + + if file1 == file2: + ds2 = ds1 # save memory if data and mask are in the same file + else: + ds2 = xr.open_dataset(file2) if extension2 == ".nc" else xr.open_zarr(file2) #mask model + + ds3 = xr.open_dataset(file3) + + # Select first time step if a time dimension exists (SWOT only needs 2D fields) + ds1 = ds1.isel({time_name: int(time_step)}) if time_name in ds1.dims else ds1 # indeed, if the dataset has time dimension. For the moment only one time step is needed + + return ds1, ds2, ds3 + + +def select_area(lat, lon, var, latitude_array, longitude_array): + """ + Selects the subset of model data (lon, lat, var) located within a swath defined by satellite coordinates. + + Parameters: + - lat, lon: 2D arrays of model grid coordinates. + - var: 2D array of the variable to interpolate. + - latitude_array, longitude_array: 2D arrays of SWOT swath coordinates. + + Returns: + - lon_in, lat_in, var_in: 1D arrays of the filtered model data inside the swath. + """ + + # Remove invalid points (0, 0) + mask_valid = ~((lon.flatten() == 0) & (lat.flatten() == 0)) + lon_clean = lon.flatten()[mask_valid] + lat_clean = lat.flatten()[mask_valid] + var_clean = var.flatten()[mask_valid] + + points = np.column_stack((lon_clean, lat_clean)) + + # Adjust longitudes to [-180, 180] + X = xr.where(longitude_array <= 180, longitude_array, longitude_array - 360) + Y = latitude_array + + # Polygon with margin + dy = Y.values[-1,0] - Y.values[0,0] + + k = 2 if dy > 0 else -2 + k1 = abs(k) + + xx = np.concatenate([ + X.isel(num_lines=0).values, + X.isel(num_pixels=-1).values+k, + X.isel(num_lines=-1).values[::-1], + X.isel(num_pixels=0).values[::-1]-k + ]) + + yy = np.concatenate([ + Y.isel(num_lines=0).values-k, + Y.isel(num_pixels=-1).values-k1, + Y.isel(num_lines=-1).values[::-1]+k, + Y.isel(num_pixels=0).values[::-1]+k1 + ]) + + + + + polygon = np.column_stack((xx, yy)) + inside, on_edge = inpoly2(points, polygon) + mask = inside | on_edge + + lon_in = lon_clean[mask] + lat_in = lat_clean[mask] + var_in = var_clean[mask] + + return lon_in, lat_in, var_in + + + +def open_model_data(ds_var, ds_coords,interpolator, var, latitude_array, longitude_array, lat_name="latitude", lon_name="longitude",time_step=0): + """ + Creates an interpolator from a model dataset containing the ssh variable. + The spatial coordinates (latitude and longitude) are provided as 2D variables in a separate dataset. + + Parameters: + - ds_var (xarray.Dataset): Dataset containing the model ssh to interpolate. + - ds_coords (xarray.Dataset): Dataset containing latitude and longitude as 2D variables. + - var (str): Name of the variable to interpolate. + - latitude_array (xarray.DataArray or np.array): Latitude of each satellite pixel (shape = [num_lines, num_pixels]) + - longitude_array (xarray.DataArray or np.array): Longitude of each satellite pixel (shape = [num_lines, num_pixels]) + - lat_name (str, optional): Name of the latitude variable in ds_coords (default: "latitude"). + - lon_name (str, optional): Name of the longitude variable in ds_coords (default: "longitude"). + + + Returns: + - finterp (LinearNDInterpolator): Interpolator for irregular 2D (latitude, longitude) grid. + """ + + # Check if the variable exists in ds_var + if var not in ds_var: + raise ValueError(f"Variable '{var}' is not present in the provided dataset.") + + # Extract latitude and longitude from ds_coords (as 2D arrays) + try: + lat_values = ds_coords[lat_name].values # Shape (x, y) + lon_values = ds_coords[lon_name].values # Shape: x, y) + except KeyError: + raise ValueError(f"Could not find '{lat_name}' or '{lon_name}' in the coordinates dataset.") + + # Extract variable values + var_values = ds_var[var].values + + # Ensure the variable has the correct dimensions (latitude, longitude) + if var_values.ndim == 3: # If an extra time dimension exists + var_values = var_values[time_step] # Take only the first time step + + lon_in, lat_in, var_in = select_area(lon=lon_values, + lat=lat_values, + var=var_values, + latitude_array=latitude_array, + longitude_array=longitude_array + ) + + + + # Flatten the 2D grid into 1D arrays + lat_flat = lat_in # lat_values.flatten() + lon_flat = lon_in # lon_values.flatten() + var_flat = var_in # var_values.flatten() + + if np.size(var_flat)!=0: #Checking is not empty + + # Create a scattered data interpolator !!!!!!! car c'est irregular 2D grids) + if interpolator == "scipy_interpolator": + + finterp = interpolate.LinearNDInterpolator( + list(zip(lat_flat, lon_flat)), + var_flat, + fill_value=np.nan + ) + + elif interpolator == "pyinterp_interpolator": + + points = np.column_stack((lon_flat, lat_flat)) + finterp = pyinterp.RTree() + finterp.packing(points, var_flat) + else: + raise ValueError(f"Unknown interpolator: {interpolator}") + + + return finterp + else: + return 0 + + + +def interp_satellite(latitude_array, longitude_array,cross_dist,quality_flag, interpolator, interp, var): + """ + Interpolates the modeled SSH at satellite observation points (wide swath only). + + Parameters: + - latitude_array (xarray.DataArray or np.array): Latitude of each satellite pixel (shape = [num_lines, num_pixels]) + - longitude_array (xarray.DataArray or np.array): Longitude of each satellite pixel (shape = [num_lines, num_pixels]) + - interp (scipy.interpolate.LinearNDInterpolator): Interpolator from `open_model_data` + - var (str): Name of the ssh variable (e.g., "ssh_debug") + - cross_dist and quality_flag are used to build the mask + + Returns: + - ds (xarray.Dataset): Dataset of interpolated SSH values, structured for wide swath data. + """ + + # Ensure latitude and longitude are NumPy arrays before flattening + longitude_array = xr.where(longitude_array>180 , longitude_array-360, longitude_array) # swot longitude conversion from 0/360 to 180/-180 + + latitude_array = np.asarray(latitude_array) + longitude_array = np.asarray(longitude_array) + + # Flatten the satellite lat/lon arrays to feed into the interpolator + points = np.column_stack((latitude_array.flatten(), longitude_array.flatten())) + + # Apply the interpolator to get SSH values at satellite positions + + print("Interpolation in progress ...") + + if interpolator == "scipy_interpolator": + # Flatten the satellite lat/lon arrays to feed into the interpolator + points = np.column_stack((latitude_array.flatten(), longitude_array.flatten())) + ssh_interp = interp(points).reshape(latitude_array.shape) + + elif interpolator == "pyinterp_interpolator": + points = np.column_stack((longitude_array.flatten(), latitude_array.flatten())) + ssh_interp = interp.inverse_distance_weighting( + coordinates=points, + k=5, # We are looking for at most ' neighbours + num_threads=0, # parallel computing + p=2, #The power to be used by the interpolator inverse_distance_weighting. + within=True + )[0].reshape(latitude_array.shape) + + # Rename variable if needed + if var != "ssh": + var = "ssh" + + # Create an xarray dataset for wide swath data + ds = xr.Dataset({ + var: (["num_lines", "num_pixels"], ssh_interp) + }, coords={ + "latitude": (["num_lines", "num_pixels"], latitude_array), + "longitude": (["num_lines", "num_pixels"], longitude_array) + }) + + + # removing data from where swot does not have any (inter-swath and periphery areas) and from the continent (eventually) [see quality flag in the documentation] + # Only values between 10 and 60 km to the nadir are considered as valid data. https://www.aviso.altimetry.fr/fileadmin/documents/data/tools/hdbk_duacs_SWOT_L3.pdf + mask = xr.where((abs(cross_dist)<=60.0) & (abs(cross_dist)>=10.0) & (quality_flag<101) ,cross_dist,np.nan) + ds["ssh"] = ds["ssh"].where(~np.isnan(mask)) + + # swot longitude conversion back to 0/360 + ds.coords['longitude']= xr.where(ds.longitude<0 , ds.longitude+360, ds.longitude) + return ds + + +def save_netcdf(result, output_file): + """ + Save the resulting dataset to a NetCDF file. + """ + result.to_netcdf(output_file) + + +ALLOWED_INTERPOLATORS = ['scipy_interpolator', 'pyinterp_interpolator'] + +def validate_interpolator(value): + """function to validate the interpolator argument.""" + if value.lower() not in ALLOWED_INTERPOLATORS: + raise argparse.ArgumentTypeError( + f"Invalid interpolator method: '{value}'. " + f"Allowed methods are: {', '.join(ALLOWED_INTERPOLATORS)}" + ) + return value.lower() + + +def main(): + parser = argparse.ArgumentParser(description="A tool to process and interpolate ocean model to SWOT satellite swath", + formatter_class=argparse.RawTextHelpFormatter # for multiline help messages + ) + parser.add_argument("-m", "--model_file", required=True, help="Path of the input model file (NETCDF or zarr)") + parser.add_argument("-k", "--mask_file", required=True, help="Path of the input mask file (NETCDF or zarr)") + parser.add_argument("-s", "--swot_file", required=True, help="Path of the input SWOT file (NETCDF or zarr)") + parser.add_argument("-o", "--output_file", required=True, help="Path of the output NETCDF file") + + parser.add_argument("-i", "--interpolator", type=validate_interpolator, required=True, + help=f"The interpolation method to use. " + f"Supported methods are: {', '.join(ALLOWED_INTERPOLATORS)}.\n" + f"Choose one from the list based on your needs.") + + # Arguments for model's (lat/lon) variable names + parser.add_argument("--model_lat_var", default="latitude", + help="Name of the latitude variable in the model NetCDF file (default: latitude).") + parser.add_argument("--model_lon_var", default="longitude", + help="Name of the longitude variable in the model NetCDF file (default: longitude).") + parser.add_argument("--model_time_var", default="time_counter", + help="Name of the time variable in the model NetCDF file (default: time_counter).") + parser.add_argument("--model_ssh_var", default="ssh", + help="Name of the variable in the model file to interpolate (e.g., 'ssh', 'sossheig', ...)") + parser.add_argument("--model_timestep_index", default="ssh", + help="Time step index in the model file to interpolate (by default is the first time-step)") + args = parser.parse_args() + + # Pre-check existence of input files + for f in [args.model_file, args.mask_file, args.swot_file]: + if not os.path.exists(f): + parser.error(f"Error: Input file not found: {f}") + if not os.path.isfile(f): + parser.error(f"Error: Path is not a file: {f}") + + # read files + interpolator = args.interpolator + print(f"Processing with interpolator: {interpolator}") + ds_model, ds_mask, ds_swot = read_netcdf_files(args.model_file, args.mask_file, args.swot_file, args.model_time_var,args.model_timestep_index) + # Analyse + finterp = open_model_data(ds_model, ds_mask,interpolator, args.model_ssh_var, ds_swot.latitude, ds_swot.longitude, args.model_lat_var, args.model_lon_var,args.model_timestep_index) + if finterp !=0: # Checking finterp is not empty + output_ds = interp_satellite(ds_swot.latitude, ds_swot.longitude, ds_swot.cross_track_distance, ds_swot.quality_flag, interpolator, finterp, var="ssh") + # Sauvegarder le fichier + save_netcdf(output_ds, args.output_file) + print("Script finished successfully") + else: + print("The model has no information for the SWOT path") + +if __name__ == "__main__": + main() + + \ No newline at end of file diff --git a/demo/utils/__init__.py b/demo/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/demo/utils/file b/demo/utils/file new file mode 100644 index 0000000..027271b --- /dev/null +++ b/demo/utils/file @@ -0,0 +1 @@ +files