\n",
"\n",
"# Analyzing Spot Diffraction Pattern\n",
"\n",
"[Download](https://raw.githubusercontent.com/gduscher/MSE672-Introduction-to-TEM//main/Diffraction/CH2_08-Spot_Diffraction_Pattern.ipynb)\n",
"\n",
"[](\n",
" https://colab.research.google.com/github/gduscher/MSE672-Introduction-to-TEM/blob/main//Diffraction/CH2_08-Spot_Diffraction_Pattern.ipynb)\n",
" \n",
"part of\n",
"\n",
" **[MSE672: Introduction to Transmission Electron Microscopy](../_MSE672_Intro_TEM.ipynb)**\n",
"\n",
"**Spring 2026** \n",
"by Gerd Duscher\n",
"\n",
"Microscopy Facilities \n",
"Institute of Advanced Materials & Manufacturing \n",
"Materials Science & Engineering \n",
"The University of Tennessee, Knoxville\n",
"\n",
"\n",
"Background and methods to analysis and quantification of data acquired with transmission electron microscopes.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load relevant python packages\n",
"### Check Installed Packages"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"done\n"
]
}
],
"source": [
"import sys\n",
"import importlib.metadata\n",
"def test_package(package_name):\n",
" \"\"\"Test if package exists and returns version or -1\"\"\"\n",
" try:\n",
" version = importlib.metadata.version(package_name)\n",
" except importlib.metadata.PackageNotFoundError:\n",
" version = '-1'\n",
" return version\n",
"\n",
"if test_package('pyTEMlib') < '0.2026.1.0':\n",
" print('installing pyTEMlib')\n",
" !{sys.executable} -m pip install git+https://github.com/pycroscopy/pyTEMlib.git@main -q --upgrade\n",
"print('done')"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## Import numerical and plotting python packages\n",
"Import the python packages that we will use:\n",
"\n",
"Beside the basic numerical (numpy) and plotting (pylab of matplotlib) libraries,\n",
"\n",
"and some libraries from the book\n",
"* kinematic scattering library.\n",
"* file_tools library"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"slideshow": {
"slide_type": "-"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.2026.1.3\n"
]
}
],
"source": [
"%matplotlib widget\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import sys\n",
"import os\n",
"if 'google.colab' in sys.modules:\n",
" from google.colab import output\n",
" output.enable_custom_widget_manager()\n",
"\n",
"# Import libraries from pyTEMlib\n",
"import pyTEMlib\n",
"\n",
"### And we use the image tool library of pyTEMlib\n",
"print(pyTEMlib.__version__)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Acquisition of Selected Area Diffraction Patterns\n",
"\n",
"Practical steps:\n",
"- Make sure that area of interest is in focus.\n",
"- Insert SAD or equivalent aperture in image plane\n",
"- Remove objective aperture (let all the diffracted beams through)\n",
"- Focus the SAD aperture (Put's that aperture in the image plane of the objective lens)\n",
"- Switch to diffraction mode \n",
"- Adjust convergence angle (C3) within the limits given by the area you want to investigate\n",
"- Focus the diffraction pattern with the intermediate lens (diffraction focus).\n",
"- Correct astigmatism \n",
"- Block zero beam with the pointer. (You can damage the CCD)\n",
"- Use long exposer times ($>$ 1 sec: better dynamics, sharper pattern) or even take several at different exposure times. \n",
"\n",
">**Some tips:**\n",
">- cooling the specimen will reduce thermal diffuse scattering (scattering at phonons).\n",
">\n",
">- With a Gatan Image Filter (GIF) or an in-column filter one can filter out the inelastic scattering (lower energy) electrons responsible for a lot of the background intensity.\n",
">\n",
">- CCD cameras usually have a lower dynamic range and can be easily damaged by the zero refection. Summing several diffraction-pattern increases the dynamic range of the data.\n",
">\n",
">- Changes in the lattice parameter due to stress will not be easily seen in the diffraction patterns, but HOLZ line patterns (later) give that level of accuracy.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load Spot-Diffraction Pattern\n",
"\n",
"First we select the diffraction pattern"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# ------ Input ------- #\n",
"load_example = True\n",
"# -------------------- #\n",
"if 'google.colab' in sys.modules:\n",
" drive.mount(\"/content/drive\")\n",
"\n",
"if load_example and 'google.colab' in sys.modules:\n",
" if not os.path.exists('./Si001_300mm_alpha0.1_beta9.4_diff.dm3'):\n",
" !wget https://github.com/gduscher/MSE672-Introduction-to-TEM/raw/main/example_data/Si001_300mm_alpha0.1_beta9.4_diff.dm3\n",
" \n",
"# Open file widget and select file which will be opened in code cell below\n",
"if not load_example:\n",
" drive_directory = pyTEMlib.file_tools.get_last_path()\n",
" file_widget = pyTEMlib.file_tools.FileWidget(drive_directory)\n",
" \n",
" file_name = '..\\\\example_data\\\\Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "882d5810440e41ffa413a6441aa88207",
"version_major": 2,
"version_minor": 0
},
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",
"text/html": [
"\n",
"
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"
\n",
" Figure\n",
"
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" \n",
"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"if load_example:\n",
" file_name = '..\\\\example_data\\\\Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n",
" if 'google.colab' in sys.modules:\n",
" file_name = './Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n",
" datasets = pyTEMlib.file_tools.open_file(file_name)\n",
" main_dataset = datasets[list(datasets.keys())[0]]\n",
"else:\n",
" main_dataset = file_widget.selected_dataset\n",
" datasets = file_widget.datasets\n",
"\n",
"view = main_dataset.plot()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plotting on a logarithmic scale\n",
"\n",
"The dynamic range in diffraction data is even larger than in images and so for a good presentation of the data it is advantageous to go to plot the intensities in a logarithmic scale.\n",
"\n",
"To present data in logarithmic scale no negative values (noise) can be in these data and so all negative values in the dataset will be set to zero.\n",
"\n",
"The factor 1 in front of the diffraction pattern in the log numpy function in the ``imshow`` is the gamma value.\n",
"Changing that value will change the contrast."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "49ecaf4b01f249d6ba8263b61772d754",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
\n",
"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"diff_pattern = np.array(main_dataset).T\n",
"diff_pattern[diff_pattern<0] = 0.\n",
"extent = main_dataset.get_extent([0,1])\n",
"fig = plt.figure() \n",
"plt.imshow(np.log(1+diff_pattern),cmap=\"gray\", vmin=np.max(np.log(1+diff_pattern))*0.5, extent=extent);\n",
"scale_300mm = 0.012829394079744816"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Finding the center\n",
"\n",
"First try with cross correlation of rotated images\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Finding the center of the beam-stop\n",
"\n",
"The beam-stop is naturally dark, and we first select the dark regions.\n",
"These dark regions are naturally spotty, and we set all small values to\n",
"\n",
"We first find the maximum of the profile for the \n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1101 1016.5\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "41b425a5582e4a0b922bfae8c4f0127f",
"version_major": 2,
"version_minor": 0
},
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",
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