{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Predicted ionospheric range delay (for different SAR bands and range bandwidths)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Go to directory: /Users/yunjunz/Papers/2022_GeolocRg/figs_src/iono\n" ] } ], "source": [ "%matplotlib inline\n", "import os\n", "import numpy as np\n", "from matplotlib import pyplot as plt, ticker\n", "from mintpy.simulation import iono\n", "plt.rcParams.update({'font.size': 12})\n", "\n", "work_dir = os.path.expanduser('~/Papers/2022_GeolocRg/figs_src/iono')\n", "os.chdir(work_dir)\n", "print('Go to directory:', work_dir)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "center incidence angle on the ground : 42.0 deg\n", "center incidence angle on the ionosphere: 38.7 deg\n", "--------------------------------------------------\n", "10 TECU -> 2.6 m for L-band (1 / 1.0 of L-band).\n", "10 TECU -> 0.4 m for S-band (1 / 5.9 of L-band).\n", "10 TECU -> 0.2 m for C-band (1 / 15.7 of L-band).\n", "10 TECU -> 0.1 m for X-band (1 / 47.9 of L-band).\n", "--------------------------------------------------\n", "10 TECU -> 0.4 pixels for L-band.\n", "10 TECU -> 0.8 pixels for L-band.\n", "10 TECU -> 1.4 pixels for L-band.\n", "--------------------------------------------------\n", "10 TECU -> 0.22 pixels for S-band with range bandwidth of 75.0 MHz.\n", "10 TECU -> 0.07 pixels for C-band with range bandwidth of 64.35 MHz.\n", "10 TECU -> 0.04 pixels for X-band with range bandwidth of 109.89 MHz.\n" ] } ], "source": [ "# constants\n", "K = 40.31\n", "Re = 6371e3 # earth radius in meters\n", "speed_of_light = 299792458 # speed of light in m / s\n", "\n", "# SAR parameters\n", "bnames = ['L', 'S', 'C', 'X']\n", "freqs = [1.257e9, 3.2e9, 5.405e9, 9.65e9] #carrier frequency for NISAR-L/-S, S1 and TSX\n", "rg_bandwidths = [24e6, 44e6, 80e6] #range bandwidth (sampling frequency) in Hz\n", "inc_angle = 42 #LOS incidence angle on the ground in deg\n", "height = 747e3 #NISAR altitude in meters\n", "\n", "inc_angle_iono = iono.incidence_angle_ground2iono(inc_angle)\n", "print('center incidence angle on the ground : {:.1f} deg'.format(inc_angle))\n", "print('center incidence angle on the ionosphere: {:.1f} deg'.format(inc_angle_iono))\n", "\n", "# Numbers for 20 TECU\n", "VTEC = 10\n", "\n", "# geocoding\n", "print('-'*50)\n", "rg_delays = [iono.vtec2range_delay(VTEC, inc_angle_iono, freq) for freq in freqs]\n", "for rg_delay, bname in zip(rg_delays, bnames):\n", " times = rg_delays[0] / rg_delay\n", " print(f'{VTEC} TECU -> {rg_delay:.1f} m for {bname}-band (1 / {times:.1f} of L-band).')\n", "\n", "# coregistration at L-band\n", "print('-'*50)\n", "for rg_bw in [24e6, 44e6, 80e6]:\n", " rg_delay_pix = rg_delays[0] / (speed_of_light / rg_bw / 2)\n", " print(f'{VTEC} TECU -> {rg_delay_pix:.1f} pixels for L-band.')\n", "\n", "# coregistration at S-/C-/X-bands (NISAR-S, S1 and TSX)\n", "print('-'*50)\n", "for rg_delay, bname, rg_bw in zip(rg_delays[1:], bnames[1:], [75e6, 64.35e6, 109.89e6]):\n", " rg_delay_pix = rg_delay / (speed_of_light / rg_bw / 2)\n", " print(f'{VTEC} TECU -> {rg_delay_pix:.2f} pixels for {bname}-band with range bandwidth of {rg_bw/1e6} MHz.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "save figure to file /Users/yunjunz/Papers/2022_GeolocRg/figs_src/iono/iono2delay.pdf\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "TEC = np.linspace(0, 80, 17) #iono in TECU\n", "\n", "# plot\n", "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=[6.5, 4])\n", "## range delay in meters\n", "for i, (bname, freq, mfc) in enumerate(zip(bnames, freqs, ['C0', 'C1', 'C2', 'C3'])):\n", " rg_delay_m = iono.vtec2range_delay(TEC, inc_angle_iono, freq)\n", " ax.plot(TEC, rg_delay_m, '-', color=mfc, lw=2, label='{}-band'.format(bname))\n", "# axis format\n", "ax.xaxis.set_minor_locator(ticker.MultipleLocator(5))\n", "ax.yaxis.set_major_locator(ticker.MultipleLocator(5)); ax.yaxis.set_minor_locator(ticker.MultipleLocator(1))\n", "ax.set_xlabel('Vertical TEC [TECU]')\n", "ax.set_ylabel('Slant range delay [m]')\n", "ax.legend()\n", "ax.grid('on', linestyle='--')\n", "\n", "## range delay in pixels\n", "for i, (rg_bandwidth, ystep) in enumerate(zip(rg_bandwidths, [1, 2, 4])):\n", " # add y-axis\n", " ax2 = ax.twinx()\n", " ax2.spines['right'].set_position(('axes', 1.0+0.17*i))\n", " ax2.tick_params(which='both', axis='y')\n", " ax2.yaxis.set_major_locator(ticker.MultipleLocator(ystep))\n", " ax2.yaxis.set_minor_locator(ticker.AutoMinorLocator())\n", " # ylabel\n", " label = '{:.0f} MHz'.format(rg_bandwidth/1e6)\n", " label += '\\nSlant range delay [pixel]' if i == len(rg_bandwidths) - 1 else ''\n", " ax2.set_ylabel(label)\n", " # ylim sync btw. ax and ax2\n", " rg_pixel_size = speed_of_light / rg_bandwidth / 2\n", " ax2.set_ylim(np.array(ax.get_ylim()) / rg_pixel_size)\n", "fig.tight_layout()\n", "\n", "# output\n", "out_fig = os.path.join(work_dir, 'iono2delay.pdf')\n", "print('save figure to file', out_fig)\n", "#plt.savefig(out_fig, bbox_inches='tight', transparent=True, dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ionospheric Sensitivity between L/S/C/X-band SAR" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "VTEC range: 0 - 100 TECU\n", "Sensitivity bwt. L / S band: 6 ( 5.7 - 6.5)\n", "Sensitivity bwt. L / C band: 17 (15.6 - 18.4)\n", "Sensitivity bwt. L / X band: 51 (47.9 - 58.7)\n" ] } ], "source": [ "vtec = np.linspace(0, 100, 1000*5)[1:]\n", "rg_delay_L = iono.vtec2range_delay(vtec, inc_angle_iono, freqs[0])\n", "rg_delay_S = iono.vtec2range_delay(vtec, inc_angle_iono, freqs[1])\n", "rg_delay_C = iono.vtec2range_delay(vtec, inc_angle_iono, freqs[2])\n", "rg_delay_X = iono.vtec2range_delay(vtec, inc_angle_iono, freqs[3])\n", "sen_LS = rg_delay_L / rg_delay_S\n", "sen_LC = rg_delay_L / rg_delay_C\n", "sen_LX = rg_delay_L / rg_delay_X\n", "print('VTEC range: {:.0f} - {:.0f} TECU'.format(min(vtec), max(vtec)))\n", "print('Sensitivity bwt. L / S band: {:.0f} ({:4.1f} - {:4.1f})'.format(np.median(sen_LS), min(sen_LS), max(sen_LS)))\n", "print('Sensitivity bwt. L / C band: {:.0f} ({:4.1f} - {:4.1f})'.format(np.median(sen_LC), min(sen_LC), max(sen_LC)))\n", "print('Sensitivity bwt. L / X band: {:.0f} ({:4.1f} - {:4.1f})'.format(np.median(sen_LX), min(sen_LX), max(sen_LX)))" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "save figure to file /Users/yunjunz/Papers/2022_GeolocRg/figs_src/iono/iono_sen.pdf\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax1 = plt.subplots(figsize=[6.5, 3])\n", "ax2 = ax1.twinx(); ax2.spines['right'].set_position(('axes', 1.00)); ax2.tick_params(which='both', axis='y')\n", "ax3 = ax1.twinx(); ax3.spines['right'].set_position(('axes', 1.15)); ax3.tick_params(which='both', axis='y')\n", "ysteps = [0.2, 1, 3]\n", "cs = ['C0', 'C1', 'C2']\n", "for ax, sen, c, ystep in zip([ax1, ax2, ax3], [sen_LS, sen_LC, sen_LX], cs, ysteps):\n", " ax.plot(vtec, sen, color=c, lw=2)\n", " ax.yaxis.set_major_locator(ticker.MultipleLocator(ystep))\n", " ax.yaxis.set_minor_locator(ticker.AutoMinorLocator())\n", "# axis formata\n", "ax1.xaxis.set_minor_locator(ticker.AutoMinorLocator())\n", "ax1.tick_params(which='both', axis='y', colors=cs[0]); ax1.set_ylabel('L-band / S-band', color=cs[0])\n", "ax2.tick_params(which='both', axis='y', colors=cs[1]); ax2.set_ylabel('L-band / C-band', color=cs[1])\n", "ax3.tick_params(which='both', axis='y', colors=cs[2]); ax3.set_ylabel('L-band / X-band', color=cs[2])\n", "ax1.set_xlabel('Vertical TEC [TECU]')\n", "ax1.grid('on', linestyle='--')\n", "ax1.set_xlim(0, 50)\n", "fig.tight_layout()\n", "\n", "# output\n", "out_fig = os.path.join(work_dir, 'iono_sen.pdf')\n", "print('save figure to file', out_fig)\n", "#plt.savefig(out_fig, bbox_inches='tight', transparent=True, dpi=300)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": 4 }