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@jmettes
Last active November 9, 2023 07:55
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{
"cells": [
{
"cell_type": "markdown",
"id": "a6135b57",
"metadata": {},
"source": [
"Based on https://nbviewer.org/github/OPERA-Cal-Val/OPERA_Applications/blob/main/CSLC/Discover/Create_Interferogram_by_Streaming_CSLC-S1.ipynb\n",
"\n",
"JPL OPERA provide Coregistered SLC products, which can be streamed from S3 in HDF5 format using `fsspec`.\n",
"\n",
"The Coregistered SLCs can be used to produce backscatter and interferogram mosaics."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "15e02418",
"metadata": {},
"outputs": [],
"source": [
"import fsspec\n",
"import h5py\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "fbc7ff42",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "df2bb42c",
"metadata": {},
"outputs": [],
"source": [
"f1 = 's3://opera-provisional-products/CSLC/Ridgecrest/Descending/t071_151217_iw3/20190704/t071_151217_iw3_20190704.h5'\n",
"f2 = 's3://opera-provisional-products/CSLC/Ridgecrest/Descending/t071_151217_iw3/20190716/t071_151217_iw3_20190716.h5'\n",
"\n",
"s3f1 = fsspec.open(f1, mode='rb', anon=True, default_fill_cache=False)\n",
"s3f2 = fsspec.open(f2, mode='rb', anon=True, default_fill_cache=False)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "b328d64c",
"metadata": {},
"outputs": [],
"source": [
"h51 = h5py.File(s3f1.open(),'r')\n",
"h52 = h5py.File(s3f2.open(),'r')"
]
},
{
"cell_type": "markdown",
"id": "163dd690",
"metadata": {},
"source": [
"# Backscatter\n",
"\n",
"Each pixel in Single Look Complex (SLC) is a complex (I and Q) value and contains both the amplitude and phase information of the radar signal.\n",
"\n",
"$\\text{Amplitude} = \\text{|SLC|} = \\sqrt{I^2 + Q^2}$ being the magnitude of the complex number. This measures the strength of radar response.\n",
"\n",
"It can be restated as\n",
"\n",
"$\\text{Intensity} = \\text{|SLC|}^2 = I^2 + Q^2$ as the image intensity. \n",
"\n",
"The phase information is taken as\n",
"\n",
"$\\text{Phase} = \\arctan\\left(\\frac{Q}{I}\\right)$, and measures of the fraction of one complete sine wave cycle (a single SAR wavelength) and used to determine the distance between the satellite and the ground."
]
},
{
"cell_type": "markdown",
"id": "6317beb4",
"metadata": {},
"source": [
"For reference, the term \"detected\", ala Ground Range Detected (GRD), is an [old electrical engineering term](https://sar.iceye.com/5.1/productFormats/grd/) from the days of signal processing with oscilloscopes, and refers to converting in-phase and quadrature complex pixels (equivalent to amplitude and phase) into *amplitude-only values*, so the phase information is lost."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "8021d83a",
"metadata": {},
"outputs": [],
"source": [
"r = h51['data/VV'][:].real\n",
"i = h51['data/VV'][:].imag"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "2d7d155f",
"metadata": {},
"outputs": [],
"source": [
"backscatter = np.abs(r) ** 2 + np.abs(i) ** 2"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "04456082",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fce375df290>"
]
},
"execution_count": 67,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x300 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10,3))\n",
"plt.imshow(10 * np.log10(backscatter), origin='upper', cmap='gray')"
]
},
{
"cell_type": "markdown",
"id": "bfec0098",
"metadata": {},
"source": [
"# Backscatter calibration"
]
},
{
"cell_type": "markdown",
"id": "4058b28d",
"metadata": {},
"source": [
"Radar backscatter is defined $\\beta = P_s \\mathbin{/} P_i$, as the ratio of expected incident power $P_i$ sent from the satellite and the observed scattered power $P_s$ returned back.\n",
"\n",
"Then over some reference area $A_\\beta$ (for some azimuth $\\delta_a$ and range $\\delta_r$) in the radar slant range plane (i.e., in line of the radar's perspective), radar brightness $\\beta^0$ is defined $\\beta^0 = \\beta \\mathbin{/} A_\\beta$ as the scatterering (i.e., the ratio of return vs what was sent) per unit area in the slant range.\n",
"\n",
"For a reference area on the ground, $\\sigma^0 = \\beta^0 \\cdot \\frac{A_\\beta}{A_\\sigma} = \\beta^0 \\cdot \\sin \\theta$ is the radar brightness over an area $A_\\sigma$ at an incident angle $\\theta$ from slant range onto the ground. This incident angle is naively based on the assumption of a \"flat\" surface (i.e., tangent to an ellipsoidal model of the ground), and does not account for terrain variation.\n",
"\n",
"Then finally, for a reference area $A\\gamma$ in the plane perpendicular to the line of sight of the radar (i.e., most"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"id": "e795b82a",
"metadata": {},
"source": [
"![image.png](attachment:image.png)\n",
"Figure 2 from _[Flattening Gamma: Radiometric Terrain Correction for SAR Imagery - D. Small 2011](https://ieeexplore.ieee.org/document/5752845)_"
]
},
{
"cell_type": "markdown",
"id": "de320084",
"metadata": {},
"source": [
"\n",
"$\\beta^0 = \\frac{DN^2}{K_{abs}}$\n",
"\n",
"$\\sigma^0 = \\frac{DN^2}{K_{abs}}\\sin(\\theta)$\n",
"\n",
"$\\gamma = \\frac{DN^2}{K_{abs}}\\tan(\\theta)$\n",
"\n",
"where\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "7ea4dffd",
"metadata": {},
"source": [
"In the [Sentinel-1 level-1 algorithm definition](https://sentinels.copernicus.eu/documents/247904/1877131/S1-TN-MDA-52-7445_Sentinel-1+Level+1+Detailed+Algorithm+Definition_v2-5.pdf/),\n",
"\n",
"\n",
"radiometric calibration is applied by the following equation:\n",
"\n",
"$value(i) = \\frac{|DN_i|^2}{A_i^2}$\n",
"\n",
"where $A_i$ corresponds to lookup tables (LUTs) for Beta0(i), lutSigma0(i), lutGamma(i)\n",
"or lutDN(i).\n",
"\n",
"In the [CSLC product definition](https://d2pn8kiwq2w21t.cloudfront.net/documents/ProductSpec_CSLC_URS314199.pdf), calibration vectors are defined in\n",
"\n",
"* `/science/SENTINEL1/CSLC/corrections/calibration/beta_naught`\n",
"* `/science/SENTINEL1/CSLC/corrections/calibration/dn`\n",
"* `/science/SENTINEL1/CSLC/corrections/calibration/gamma`\n",
"* `/science/SENTINEL1/CSLC/corrections/calibration/sigma_naught`\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "e5ad9dab",
"metadata": {},
"source": [
"# Interferogram\n",
"\n",
"An interferogram, $I$, is given by the following equation\n",
"\n",
"$I_{1 2} = C_1 C_2 e^{j (\\phi_1 - \\phi_2)}$\n",
"\n",
"cross-multiplying the two geocoded SLCs $C_1$ and $C_2$"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "4f2567e9",
"metadata": {},
"outputs": [],
"source": [
"intf = h51['data/VV'] * np.conj(h52['data/VV'])"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "3077f47e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Figure size 1000x300 with 0 Axes>"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 1000x300 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10,3))"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "bc0ec9b7",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/run/user/1000/ipykernel_17239/451611948.py:2: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n",
" cm = plt.cm.get_cmap('jet')\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fce0daeda10>"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"normed_data = (np.angle(intf) - (-np.pi)) / (np.pi - (-np.pi))\n",
"cm = plt.cm.get_cmap('jet')\n",
"plt.imshow(cm(normed_data), cmap='jet',interpolation='nearest', origin='upper', vmin=-np.pi, vmax=np.pi)"
]
},
{
"cell_type": "markdown",
"id": "aba4de6a",
"metadata": {},
"source": [
"# coherence\n",
"\n",
"The equation for coherence is\n",
"\n",
"$\\gamma = \\frac{\\left | \\left \\langle ab^{*} \\right \\rangle \\right |}{\\sqrt{\\left \\langle aa^{*} \\right \\rangle\\left \\langle bb^{*} \\right \\rangle}}$\n",
"\n",
"where $a$ is the first CSLC, $b$ is the the second CSLC, $*$ denotes the complex conjugate, and $\\langle \\rangle$ denotes a spatial average."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "726b0117",
"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": "3.11.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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