{ "cells": [ { "cell_type": "markdown", "id": "2d2c19ec-7f6d-4ef1-8f13-dafa2d919faa", "metadata": {}, "source": [ "# Merging 6-beam scans" ] }, { "cell_type": "markdown", "id": "92fcf545-5391-4ea6-a89e-0a8c45c36484", "metadata": {}, "source": [ "### Introduction:\n", "\n", "The work from [Sathe et al. 2015](https://doi.org/10.5194/amt-8-729-2015) introduces an alternative scanning strategy to be used by wind Doppler lidars for estimating turbulence (6-beam). This new strategy consists of measuring the radial wind on five equally spaced azimuths with fixed elevation, different from 0 or 90 degrees, and one additional measurement from the zenith.\n", "\n", "This example shows how to use the lidarwind to retrieve wind speed and direction profiles from the 6-beam observations. The profiles are retrieved using the FFT, following the method proposed by [Ishwardat 2017](http://resolver.tudelft.nl/uuid:a659654b-e76a-4513-a656-ecad761bdbc8)." ] }, { "cell_type": "markdown", "id": "decd48d7-3943-418d-98e1-81619086ce3c", "metadata": {}, "source": [ "### Steps:\n", "\n", "0) Download data from zenodo\n", "1) Read the WindCube's data\n", "2) Merge data from one hour of observations\n", "3) Re-structure the data for using the wind retrieval\n", "4) Retrieve wind speed and directin profiles\n", "5) Visualisation" ] }, { "cell_type": "code", "execution_count": 1, "id": "13eafb3a-dfc4-4e0b-b330-463caf3c0351", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import lidarwind\n", "from lidarwind.utilities import sample_data" ] }, { "cell_type": "markdown", "id": "c0b57d8c-34f7-43a5-82d1-345d326a24a0", "metadata": {}, "source": [ "### Step 0: Downloading the sample data" ] }, { "cell_type": "markdown", "id": "6f073e2c-e7ca-4d13-844f-7d9e74d6f6fa", "metadata": {}, "source": [ "Using pooch the sample dataset will be cached in your system." ] }, { "cell_type": "code", "execution_count": 2, "id": "7f8876ba-012e-42d9-adc7-2d738f252d60", "metadata": {}, "outputs": [], "source": [ "file_list = sample_data(\"wc_6beam\")" ] }, { "cell_type": "markdown", "id": "cd66d1e2-a12f-41c5-9576-ab1020e4db06", "metadata": { "tags": [] }, "source": [ "### Step 1 and 2: reading and merging the 6-beam data" ] }, { "cell_type": "code", "execution_count": 3, "id": "e2e9287f-ad18-4eeb-afa6-6b28db400b8b", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/jdiasneto/Projects/LST_package_name/lidarwind/data_operator.py:147: UserWarning: rename 'range' to 'range90' does not create an index anymore. Try using swap_dims instead or use set_index after rename to create an indexed coordinate.\n", " self.tmp90 = self.tmp90.rename({var: f\"{var}90\"})\n" ] } ], "source": [ "file_list = sorted(file_list)\n", "merged_ds = lidarwind.DataOperations(file_list).merged_data" ] }, { "cell_type": "markdown", "id": "bfc2fc46-a7a1-4502-a4b3-1d8c65a6860c", "metadata": {}, "source": [ "Below you can see all the variables available on the original WindCube's data. Not all of them are needed for retrieving the wind profiles. Note that the variables from the vertical observations are kept separate from the slanted observation. " ] }, { "cell_type": "code", "execution_count": 4, "id": "19277599-df42-4b08-8a70-b0a7974b701b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:                                  (time: 715, range90: 143,\n",
       "                                              range: 137)\n",
       "Coordinates:\n",
       "  * time                                     (time) datetime64[ns] 2021-05-13...\n",
       "  * range90                                  (range90) int32 100 150 ... 7200\n",
       "  * range                                    (range) int32 104 156 ... 7124 7176\n",
       "Data variables: (12/34)\n",
       "    scan_file                                (time) object b'(\\xe1\\x18\\xd5\\xf...\n",
       "    settings_file                            (time) object b'E\\xc7_t<\\xb7\\x10...\n",
       "    res_file                                 (time) object b'7\\x1bb\\x06\\x0f\\x...\n",
       "    ray_angle_resolution                     (time) float64 0.0 0.0 ... 0.0 0.0\n",
       "    range_gate_length                        (time) float64 50.0 50.0 ... 50.0\n",
       "    ray_accumulation_time                    (time) float64 2e+03 ... 2e+03\n",
       "    ...                                       ...\n",
       "    radial_wind_speed                        (time, range) float64 1.8 ... -3...\n",
       "    radial_wind_speed_ci                     (time, range) float64 100.0 ... 0.0\n",
       "    radial_wind_speed_status                 (time, range) float32 1.0 ... 0.0\n",
       "    doppler_spectrum_width                   (time, range) float64 0.91 ... 2.92\n",
       "    doppler_spectrum_mean_error              (time, range) float64 2.6 ... 55.7\n",
       "    relative_beta                            (time, range) float64 1.01e-07 ....
" ], "text/plain": [ "\n", "Dimensions: (time: 715, range90: 143,\n", " range: 137)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2021-05-13...\n", " * range90 (range90) int32 100 150 ... 7200\n", " * range (range) int32 104 156 ... 7124 7176\n", "Data variables: (12/34)\n", " scan_file (time) object b'(\\xe1\\x18\\xd5\\xf...\n", " settings_file (time) object b'E\\xc7_t<\\xb7\\x10...\n", " res_file (time) object b'7\\x1bb\\x06\\x0f\\x...\n", " ray_angle_resolution (time) float64 0.0 0.0 ... 0.0 0.0\n", " range_gate_length (time) float64 50.0 50.0 ... 50.0\n", " ray_accumulation_time (time) float64 2e+03 ... 2e+03\n", " ... ...\n", " radial_wind_speed (time, range) float64 1.8 ... -3...\n", " radial_wind_speed_ci (time, range) float64 100.0 ... 0.0\n", " radial_wind_speed_status (time, range) float32 1.0 ... 0.0\n", " doppler_spectrum_width (time, range) float64 0.91 ... 2.92\n", " doppler_spectrum_mean_error (time, range) float64 2.6 ... 55.7\n", " relative_beta (time, range) float64 1.01e-07 ...." ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "merged_ds" ] }, { "cell_type": "markdown", "id": "b5b33748-7d4a-4e9f-99f4-2bbfe2077dae", "metadata": {}, "source": [ "First inpressions from the slanted and vertical observations" ] }, { "cell_type": "code", "execution_count": 5, "id": "00892a03-b6fc-46ed-bb91-7a470920d088", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "merged_ds.radial_wind_speed.plot(x='time', cmap='Spectral',vmin=-1, vmax=1)\n", "plt.show()\n", "\n", "merged_ds.radial_wind_speed90.plot(x='time', cmap='Spectral', vmin=-1, vmax=1)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a8dee81e-0751-4f9d-ba5e-1d30b11bcb5c", "metadata": {}, "source": [ "### Step 3: re-structuring the data" ] }, { "cell_type": "code", "execution_count": 6, "id": "0b65dd0f-ba45-48b3-889b-f10cd348e006", "metadata": {}, "outputs": [], "source": [ "restruct_data = lidarwind.GetRestructuredData(merged_ds)" ] }, { "cell_type": "markdown", "id": "c119d368-ec3b-40de-b1d6-55a2bb41c327", "metadata": {}, "source": [ "The re-structured object contains all the information needed to retrieve the wind profiles. You can have a look again at the slanted and vertical observations." ] }, { "cell_type": "code", "execution_count": 7, "id": "7514b47d-98b5-48a9-a3ec-f556b6090563", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Radial observation at an elevation of 75 degrees and an azimuth of 216 degrees\n", "restruct_data.data_transf.isel(azm=3).plot(x='time',cmap='Spectral',vmin=-1, vmax=1)\n", "plt.show()\n", "\n", "# Observations from the zenith pointing measurements\n", "restruct_data.data_transf_90.plot(x='time', cmap='Spectral', vmin=-1, vmax=1)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "837bdc20-689d-4a23-87d8-3f4effd3f5c5", "metadata": {}, "source": [ "### Step 4: retrieving wind profiles" ] }, { "cell_type": "markdown", "id": "536e0429-38c9-48d1-89a8-f349b0f51f72", "metadata": {}, "source": [ "Wind speed and direction profiles are retrieved using the FFT method at this step. " ] }, { "cell_type": "code", "execution_count": 8, "id": "fe7a7ef3-7883-427b-bf0a-382b4d1b85b1", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/miniconda3/envs/lidarSuit/lib/python3.8/site-packages/xrft/xrft.py:338: FutureWarning: Flags true_phase and true_amplitude will be set to True in future versions of xrft.dft to preserve the theoretical phasing and amplitude of Fourier Transform. Consider using xrft.fft to ensure future compatibility with numpy.fft like behavior and to deactivate this warning.\n", " warnings.warn(msg, FutureWarning)\n" ] } ], "source": [ "wind_obj = lidarwind.RetriveWindFFT(restruct_data)" ] }, { "cell_type": "markdown", "id": "6a657063-fd88-4a0f-a22e-764b1f8a27e9", "metadata": {}, "source": [ "After retrieving the wind profiles, the dataset can be accessed by calling the wind_prop attribute. You can also visualize the retrieved wind speed and direction profiles. Have a look below." ] }, { "cell_type": "code", "execution_count": 9, "id": "6d1ad119-9577-47ad-91e5-c2823fa4a12d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:                    (time: 596, range: 137, time90: 119)\n",
       "Coordinates:\n",
       "  * time                       (time) datetime64[ns] 2021-05-13T12:00:03.7190...\n",
       "  * range                      (range) int32 100 150 200 250 ... 6800 6850 6900\n",
       "  * time90                     (time90) datetime64[ns] 2021-05-13T12:00:14.74...\n",
       "Data variables:\n",
       "    horizontal_wind_direction  (time, range) float64 30.74 25.43 ... nan nan\n",
       "    horizontal_wind_speed      (time, range) float64 2.629 5.361 ... nan nan\n",
       "    zonal_wind                 (time, range) float64 -1.344 -2.302 ... nan nan\n",
       "    meridional_wind            (time, range) float64 -2.259 -4.841 ... nan nan\n",
       "    vertical_wind_speed        (time90, range) float64 1.05 0.21 ... nan nan\n",
       "    lidar_relative_beta        (time90, range) float64 1.48e-07 1.54e-07 ... nan\n",
       "Attributes:\n",
       "    Conventions:      Cf/Radial 2.0\n",
       "    title:            Wind properties\n",
       "    references:       Generated by lidarwind version: temporary config file\n",
       "    institution:      institution name\n",
       "    instrument_name:  instrument name\n",
       "    comments:         General comments\n",
       "    site_name:        site name\n",
       "    contact_person:   contact person\n",
       "    email:            contact email
" ], "text/plain": [ "\n", "Dimensions: (time: 596, range: 137, time90: 119)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2021-05-13T12:00:03.7190...\n", " * range (range) int32 100 150 200 250 ... 6800 6850 6900\n", " * time90 (time90) datetime64[ns] 2021-05-13T12:00:14.74...\n", "Data variables:\n", " horizontal_wind_direction (time, range) float64 30.74 25.43 ... nan nan\n", " horizontal_wind_speed (time, range) float64 2.629 5.361 ... nan nan\n", " zonal_wind (time, range) float64 -1.344 -2.302 ... nan nan\n", " meridional_wind (time, range) float64 -2.259 -4.841 ... nan nan\n", " vertical_wind_speed (time90, range) float64 1.05 0.21 ... nan nan\n", " lidar_relative_beta (time90, range) float64 1.48e-07 1.54e-07 ... nan\n", "Attributes:\n", " Conventions: Cf/Radial 2.0\n", " title: Wind properties\n", " references: Generated by lidarwind version: temporary config file\n", " institution: institution name\n", " instrument_name: instrument name\n", " comments: General comments\n", " site_name: site name\n", " contact_person: contact person\n", " email: contact email" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wind_obj.wind_prop" ] }, { "cell_type": "markdown", "id": "663fa802-021f-4f4f-8c46-98027e2791cc", "metadata": {}, "source": [ "### Step 5: Visualisation" ] }, { "cell_type": "code", "execution_count": 10, "id": "9491f788-7595-4e0c-ac92-01e6c88853ca", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "wind_obj.wind_prop.horizontal_wind_speed.plot(y='range', cmap='turbo')\n", "plt.show()\n", "\n", "wind_obj.wind_prop.horizontal_wind_direction.plot(y='range', cmap='hsv')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "80f40d3e-031e-4d1e-a2b5-c2b3d3746d63", "metadata": {}, "outputs": [], "source": [ "# Uncomment the line below save it as NetCDF\n", "# wind_obj.wind_prop.to_netcdf('6_beam_example.nc')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 5 }