From 32495d6acd72348adfe2effcea16060a79add5c9 Mon Sep 17 00:00:00 2001 From: Veronika Juraskova Date: Fri, 28 Jun 2024 12:19:41 +0100 Subject: [PATCH] Update of notebook 1 --- docs/source/tutorials/1_load_dataset.ipynb | 132 ++++++++++++++++++++- 1 file changed, 126 insertions(+), 6 deletions(-) diff --git a/docs/source/tutorials/1_load_dataset.ipynb b/docs/source/tutorials/1_load_dataset.ipynb index a812185..4501470 100644 --- a/docs/source/tutorials/1_load_dataset.ipynb +++ b/docs/source/tutorials/1_load_dataset.ipynb @@ -48,13 +48,13 @@ "Data set \"O2_3726A_m\" is missing:\n", "Parametrisation formula (\"eqn\" key in dataset configuration).\n", "Parametrisation coefficients (\"eqn_coeffs\" key in dataset configuration).\n", - "Data set \"Ne3_3869A\" is missing:\n", + "Data set \"H1_4861A\" is missing:\n", "Parametrisation formula (\"eqn\" key in dataset configuration).\n", "Parametrisation coefficients (\"eqn_coeffs\" key in dataset configuration).\n", "Data set \"Fe3_4658A\" is missing:\n", "Parametrisation formula (\"eqn\" key in dataset configuration).\n", "Parametrisation coefficients (\"eqn_coeffs\" key in dataset configuration).\n", - "Data set \"H1_4861A\" is missing:\n", + "Data set \"Ne3_3869A\" is missing:\n", "Parametrisation formula (\"eqn\" key in dataset configuration).\n", "Parametrisation coefficients (\"eqn_coeffs\" key in dataset configuration).\n" ] @@ -75,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 5, "id": "1edaed7b-f136-439b-ba52-a3f4c8dcd994", "metadata": {}, "outputs": [ @@ -90,7 +90,7 @@ "source": [ "temp, den = 12250, 122\n", "interp_value_innate = emissivities['O3_5007A'].approx.interp.rgi((temp, den)).eval()\n", - "print(f'Interpolated value for O3_5007A is: {interpolated_value}')" + "print(f'Interpolated value for O3_5007A is: {interp_value_innate}')" ] }, { @@ -103,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "id": "97ae765e-3dca-40a9-9ea6-952f468d10b4", "metadata": {}, "outputs": [ @@ -145,11 +145,131 @@ "From this comparison, you can see that Innate automates the interpolation process and provides the same accuracy as methods implemented in other libraries." ] }, + { + "cell_type": "markdown", + "id": "52d3071a-3a8b-4efc-a919-5b40695367e9", + "metadata": {}, + "source": [ + "Input data sets often contain additional approximation techniques, which can be accessed from the interpolation (interpl) and regression (reg) objects as provided by the input dataset file. For example, the current dataset includes a parametrization for the 2D grids:" + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "a372d5e4-c457-4276-b529-cc6529e08b55", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The interpolate value base on the input file is: 53958.97921168786\n" + ] + } + ], + "source": [ + "default_interp = np.power(10, emissivities['O3_5007A'].approx.reg.eqn(12250, 122))\n", + "print(f'The interpolate value base on the input file is: {default_interp}')" + ] + }, + { + "cell_type": "markdown", + "id": "6770eb1a-d552-41b2-b431-a6f5942fbf69", + "metadata": {}, + "source": [ + "The difference between the values is:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "1f3a7d27-9475-4779-be78-5eef95e7fb2a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Difference between the intepolations is: [185.4190715]\n" + ] + } + ], + "source": [ + "difference_default = interp_value_innate - default_interp \n", + "print(f'Difference between the intepolations is: {difference_default}')" + ] + }, + { + "cell_type": "markdown", + "id": "c91cc6f9-8b40-4922-945a-af08f5dba123", + "metadata": {}, + "source": [ + "In 2D datasets, it is possible to validate the quality of the interpolation from innate and the original data file and visualise the errors using a plotting function: " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "23da6181-42bb-42a9-bdeb-60fedfd0e7e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "emissivities['O3_5007A'].plot.matrix_diagnostic(ax_cfg={'title': '$O^{2+} 500.7nm$'})" + ] + }, + { + "cell_type": "markdown", + "id": "18c27274-5286-4edb-b079-a81695871dd7", + "metadata": {}, + "source": [ + "We can compare this plot with another transitions, for example for emission of ionized hydrogen (H$^+$) for a wavelength 656.3 nm:" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "3df4ecb1-e3a0-471b-94a1-c76cfaa27817", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "emissivities['H1_6563A'].plot.matrix_diagnostic(ax_cfg={'title': '$H^{+} 656.3nm$'})" + ] + }, + { + "cell_type": "markdown", + "id": "73968ca4-6859-446d-b0a3-15f8942c600d", + "metadata": {}, + "source": [ + "We can see the second set of emissivities has a high discrepancy in the low-temperature region with high density. This indicates that we should review the chosen approximation technique and possibly select one with higher accuracy." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b07759f-8582-47ea-86db-0fd8410dfabe", + "metadata": {}, "outputs": [], "source": [] }