{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# NEID Data Tutorial\n", "\n", "This tutorial demonstrates how to create and use RVData standard files for the NEID instrument at all data levels:\n", "\n", "- **Level 2 (L2)**: Extracted, wavelength-calibrated echelle spectra\n", "- **Level 3 (L3)**: Stitched 1D spectrum on a common wavelength grid\n", "- **Level 4 (L4)**: Radial velocity measurements\n", "\n", "## Prerequisites\n", "\n", "Install the rvdata package:\n", "```bash\n", "pip install rv-data-standard\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup and Data Download\n", "\n", "First, we'll import the necessary modules and download sample NEID data files." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import requests\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from astropy.io import fits\n", "from astropy.table import Table\n", "\n", "# RVData imports\n", "from rvdata.core.models.level2 import RV2\n", "from rvdata.core.models.level3 import RV3\n", "from rvdata.core.models.level4 import RV4" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:11.258071Z", "iopub.status.busy": "2026-01-30T20:48:11.257997Z", "iopub.status.idle": "2026-01-30T20:48:13.723613Z", "shell.execute_reply": "2026-01-30T20:48:13.723268Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading neidL2_20231010T020006.fits...\n", "Downloaded neidL2_20231010T020006.fits\n" ] } ], "source": [ "def download_file(url, filename):\n", " \"\"\"Download a file if it doesn't already exist.\"\"\"\n", " if not os.path.exists(filename):\n", " print(f\"Downloading {filename}...\")\n", " response = requests.get(url)\n", " response.raise_for_status()\n", " with open(filename, \"wb\") as f:\n", " f.write(response.content)\n", " print(f\"Downloaded {filename}\")\n", " else:\n", " print(f\"{filename} already exists, skipping download.\")\n", "\n", "# NEID sample data URLs (hosted on project server)\n", "# Native NEID L2 file is needed to create L2\n", "# Native NEID L2 file is needed to create L4\n", "file_urls = {\n", " \"native_l2\": \"http://grinnell.as.arizona.edu/~rvdata/neid/neidL2_20231010T020006.fits\",\n", "}\n", "\n", "# Download the files\n", "native_l2_file = \"neidL2_20231010T020006.fits\"\n", "\n", "download_file(file_urls[\"native_l2\"], native_l2_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# Level 2: Extracted Echelle Spectra\n", "\n", "Level 2 data contains wavelength-calibrated, extracted echelle spectra organized by trace (fiber). Each trace contains flux, wavelength, variance, and blaze function arrays.\n", "\n", "## Creating L2 from Native NEID Files\n", "\n", "For a RVData-standard L2 file only the native L2 NEID data file is needed `neidL2_YYYYMMDDTHHMMSS.fits`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:13.741939Z", "iopub.status.busy": "2026-01-30T20:48:13.741637Z", "iopub.status.idle": "2026-01-30T20:48:14.674953Z", "shell.execute_reply": "2026-01-30T20:48:14.674651Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Created neid_SL2_20231010T020006.fits\n" ] } ], "source": [ "# Create RVData-standard L2 from native NEID files\n", "neid_l2 = RV2.from_fits(native_l2_file, instrument=\"NEID\")\n", "\n", "# Save to FITS file\n", "l2_standard_file = neid_l2.to_fits()\n", "print(f\"Created {l2_standard_file}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using L2 Data\n", "\n", "### Reading the L2 File\n", "\n", "You can read L2 files using either astropy's `fits.open()` or the RVData `RV2.from_fits()` method." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:14.676417Z", "iopub.status.busy": "2026-01-30T20:48:14.676300Z", "iopub.status.idle": "2026-01-30T20:48:14.679604Z", "shell.execute_reply": "2026-01-30T20:48:14.679386Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Telescope: WIYN 3.5m\n", "Instrument: NEID\n", "Object: HD 185144\n", "Number of traces: 3\n", "\n", "Trace contents:\n", " TRACE1: Gaia DR2 2261614264930275072\n", " TRACE2: Sky\n", " TRACE3: Etalon\n" ] } ], "source": [ "# Open using astropy\n", "l2 = fits.open(l2_standard_file)\n", "\n", "# Examine the primary header - same keywords regardless of instrument!\n", "hdr = l2[0].header\n", "print(f\"Telescope: {hdr['TELESCOP']}\")\n", "print(f\"Instrument: {hdr['INSTRUME']}\")\n", "print(f\"Object: {hdr['OBJECT']}\")\n", "print(f\"Number of traces: {hdr['NUMTRACE']}\")\n", "print(\"\\nTrace contents:\")\n", "for i in range(1, hdr['NUMTRACE'] + 1):\n", " print(f\" TRACE{i}: {hdr[f'TRACE{i}']}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Examining L2 Extensions\n", "\n", "The `EXT_DESCRIPT` extension lists all FITS extensions in the file." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:14.680891Z", "iopub.status.busy": "2026-01-30T20:48:14.680802Z", "iopub.status.idle": "2026-01-30T20:48:14.688901Z", "shell.execute_reply": "2026-01-30T20:48:14.688581Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Name Description \n", "----------------- ---------------------------------------------------------------------------------\n", " PRIMARY EPRV Standard FITS HEADER (no data)\n", "INSTRUMENT_HEADER Primary header of native NEID instrument file\n", " RECEIPT The list of operations performed on this file\n", " DRP_CONFIG Pipeline details to go from the raw file to this file\n", " EXT_DESCRIPT Contains the description of all the extensions in the file\n", " ORDER_TABLE Table of echelle order information\n", " TRACE1_FLUX Flux in Trace 1 NEID HR SCI fiber\n", " TRACE1_WAVE Wavelength in Trace 1 NEID HR SCI fiber\n", " TRACE1_VAR Flux variance in Trace 1 NEID HR SCI fiber\n", " TRACE1_BLAZE Blaze in Trace 1 NEID HR SCI fiber\n", " BARYCORR_KMS Barycentric correction velocity per order in km/s\n", " BARYCORR_Z Barycentric correction velocity per order in redshift (z)\n", " BJD_TDB Photon weighted midpoint per order as barycentric dynamical time (JD)\n", " TRACE2_FLUX Flux in Trace 2 NEID HR SKY fiber\n", " TRACE2_WAVE Wavelength in Trace 2 NEID HR SKY fiber\n", " TRACE2_VAR Flux variance in Trace 2 NEID HR SKY fiber\n", " TRACE2_BLAZE Blaze in Trace 2 NEID HR SKY fiber\n", " TRACE3_FLUX Flux in Trace 3 NEID HR CAL fiber\n", " TRACE3_WAVE Wavelength in Trace 3 NEID HR CAL fiber\n", " TRACE3_VAR Flux variance in Trace 3 NEID HR CAL fiber\n", " TRACE3_BLAZE Blaze in Trace 3 NEID HR CAL fiber\n", " TRACE1_DRIFT Instrument drift velocity relative to start of observing session in km/s\n", " EXPMETER Chromatic exposure meter for Trace 1 science fiber\n", " TRACE1_TELLURIC Telluric model for Trace 1 science fiber (line and continuum absorption combined)\n" ] } ], "source": [ "# List all extensions\n", "ext_descript = Table.read(l2, hdu='EXT_DESCRIPT')\n", "ext_descript[['Name', 'Description']].pprint_all()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Examining the Order Table\n", "\n", "The `ORDER_TABLE` extension describes the wavelength coverage of each echelle order." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:14.691071Z", "iopub.status.busy": "2026-01-30T20:48:14.690855Z", "iopub.status.idle": "2026-01-30T20:48:14.695857Z", "shell.execute_reply": "2026-01-30T20:48:14.695616Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of orders: 122\n", "\n", "Wavelength coverage: 3570.9 - 11251.2 Angstroms\n", "\n", "First 5 orders:\n", "echelle_order order_index wave_start wave_end \n", "------------- ----------- ----------------- -----------------\n", " 173 0 nan nan\n", " 172 1 nan nan\n", " 171 2 nan nan\n", " 170 3 3570.93576756872 3640.056733452913\n", " 169 4 3591.935420310261 3661.512783703846\n", "\n", "Last 5 orders:\n", "echelle_order order_index wave_start wave_end \n", "------------- ----------- ------------------ ------------------\n", " 56 117 10821.217523481686 11045.807518650605\n", " 55 118 11038.908724195322 11251.197788845078\n", " 54 119 nan nan\n", " 53 120 nan nan\n", " 52 121 nan nan\n" ] } ], "source": [ "order_table = Table.read(l2_standard_file,hdu=\"ORDER_TABLE\")\n", "order_table['wave_start'][order_table['wave_start'] == 0.] = np.nan\n", "order_table['wave_end'][order_table['wave_end'] == 0.] = np.nan\n", "print(f\"Number of orders: {len(order_table)}\")\n", "print(f\"\\nWavelength coverage: {np.nanmin(order_table['wave_start']):.1f} - {np.nanmax(order_table['wave_end']):.1f} Angstroms\")\n", "print(\"\\nFirst 5 orders:\")\n", "print(order_table[:5])\n", "print(\"\\nLast 5 orders:\")\n", "print(order_table[-5:])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting L2 Spectra\n", "\n", "NEID has 3 traces in High Resolution mode (HR):\n", "- TRACE1: Science fiber\n", "- TRACE2: Calibration fiber (etalon)\n", "- TRACE3: Sky fiber\n", "\n", "Let's plot one order from the science traces." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:14.697233Z", "iopub.status.busy": "2026-01-30T20:48:14.697136Z", "iopub.status.idle": "2026-01-30T20:48:14.972707Z", "shell.execute_reply": "2026-01-30T20:48:14.970503Z" } }, "outputs": [ { "data": { 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot a single order from the three science traces\n", "order = 80 # Choose an order to plot\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(12, 5), sharex=True)\n", "trace_num = 1\n", "wave = l2[f'TRACE{trace_num}_WAVE'].data[order]\n", "flux = l2[f'TRACE{trace_num}_FLUX'].data[order]\n", "blaze = l2[f'TRACE{trace_num}_BLAZE'].data[order]\n", "\n", "# Scale blaze for visualization\n", "blaze_scaled = blaze * (np.nanmax(flux) / np.nanmax(blaze))\n", "\n", "ax.plot(wave, flux, color='tab:blue', linestyle='-', lw=0.5, label='Flux')\n", "ax.plot(wave, blaze_scaled, color='tab:orange', linestyle='-', lw=1, label='Blaze (scaled)')\n", "ax.set_ylabel(f'TRACE{trace_num}'+'\\ne$^{-}$')\n", "ax.legend(loc='upper right')\n", "ax.set_ylim(0, np.nanmax(flux) * 1.1)\n", "\n", "ax.set_xlabel('Wavelength (\\u212B)')\n", "fig.suptitle(f'NEID L2 Spectra - Order {order}', fontsize=14, fontweight='bold')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# Level 3: Stitched 1D Spectrum\n", "\n", "Level 3 data contains a stitched 1D spectrum on a common wavelength grid with constant velocity spacing. The stitching process:\n", "1. Divides out the blaze function\n", "2. Resamples each order onto a common wavelength grid\n", "3. Combines overlapping regions using inverse-variance weighting\n", "\n", "## Creating L3 from L2\n", "\n", "L3 is created from an RVData-standard L2 file." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:14.977322Z", "iopub.status.busy": "2026-01-30T20:48:14.977108Z", "iopub.status.idle": "2026-01-30T20:48:18.169822Z", "shell.execute_reply": "2026-01-30T20:48:18.168874Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Created neid_SL3_20231010T020006.fits\n" ] } ], "source": [ "# Create L3 from the standard L2 file\n", "neid_l2 = RV2.from_fits(l2_standard_file)\n", "neid_l3 = RV3()\n", "neid_l3.convert_level2_to_level3(neid_l2)\n", "# Save to FITS file\n", "l3_standard_file = neid_l3.to_fits()\n", "print(f\"Created {l3_standard_file}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using L3 Data\n", "\n", "### Reading the L3 File" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.172778Z", "iopub.status.busy": "2026-01-30T20:48:18.172480Z", "iopub.status.idle": "2026-01-30T20:48:18.180744Z", "shell.execute_reply": "2026-01-30T20:48:18.180306Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "L3 Extensions:\n", " PRIMARY\n", " INSTRUMENT_HEADER\n", " RECEIPT\n", " DRP_CONFIG\n", " EXT_DESCRIPT\n", " ORDER_TABLE\n", " STITCHED_CORR_SCI_FLUX\n", " STITCHED_CORR_SCI_WAVE\n", " STITCHED_CORR_SCI_VAR\n" ] } ], "source": [ "# Open the L3 file\n", "l3 = fits.open(l3_standard_file)\n", "\n", "# List extensions\n", "print(\"L3 Extensions:\")\n", "for hdu in l3:\n", " print(f\" {hdu.name}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Understanding L3 Extensions\n", "\n", "For NEID with one science fiber, the stitched spectrum is stored are in `STITCHED_CORR_SCI_*` extensions:\n", "- `STITCHED_CORR_SCI_WAVE/FLUX/VAR`: Science fiber" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.182777Z", "iopub.status.busy": "2026-01-30T20:48:18.182645Z", "iopub.status.idle": "2026-01-30T20:48:18.185135Z", "shell.execute_reply": "2026-01-30T20:48:18.184811Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stitched spectrum extensions:\n", " STITCHED_CORR_SCI_FLUX\n", " STITCHED_CORR_SCI_WAVE\n", " STITCHED_CORR_SCI_VAR\n" ] } ], "source": [ "# Check which STITCHED extensions are present\n", "stitched_exts = [hdu.name for hdu in l3 if 'STITCHED' in hdu.name]\n", "print(\"Stitched spectrum extensions:\")\n", "for ext in stitched_exts:\n", " print(f\" {ext}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Stitched Spectrum" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.186992Z", "iopub.status.busy": "2026-01-30T20:48:18.186869Z", "iopub.status.idle": "2026-01-30T20:48:18.415453Z", "shell.execute_reply": "2026-01-30T20:48:18.414675Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Wavelength range: 3670.0 - 10200.0 Angstroms\n", "Number of pixels: 493473\n" ] } ], "source": [ "# Plot the stitched spectrum for one trace\n", "wave_ext = \"STITCHED_CORR_SCI_WAVE\"\n", "flux_ext = \"STITCHED_CORR_SCI_FLUX\"\n", "wave_l3 = l3[wave_ext].data\n", "flux_l3 = l3[flux_ext].data\n", "\n", "fig, ax = plt.subplots(figsize=(14, 5))\n", "ax.plot(wave_l3, flux_l3, color='tab:blue', linestyle='-', lw=0.3, alpha=0.8)\n", "ax.set_xlabel('Wavelength (\\u212B)', fontsize=12)\n", "ax.set_ylabel('Flux (e$^{-}$)', fontsize=12)\n", "ax.set_title(f'NEID L3 Stitched Spectrum - Science Trace', fontsize=14, fontweight='bold')\n", "\n", "# Zoom inset\n", "ax.set_xlim(wave_l3[np.isfinite(wave_l3)].min(), wave_l3[np.isfinite(wave_l3)].max())\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(f\"\\nWavelength range: {np.nanmin(wave_l3):.1f} - {np.nanmax(wave_l3):.1f} Angstroms\")\n", "print(f\"Number of pixels: {len(wave_l3)}\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Zoomed View of Spectral Features" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.417997Z", "iopub.status.busy": "2026-01-30T20:48:18.417827Z", "iopub.status.idle": "2026-01-30T20:48:18.511404Z", "shell.execute_reply": "2026-01-30T20:48:18.511122Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Zoom in on H-alpha region\n", "if wave_ext in [hdu.name for hdu in l3]:\n", " fig, ax = plt.subplots(figsize=(12, 4))\n", " \n", " # H-alpha region\n", " mask = (wave_l3 > 6550) & (wave_l3 < 6580)\n", " ax.plot(wave_l3[mask], flux_l3[mask], color='tab:blue', linestyle='-', lw=0.7)\n", " ax.axvline(6564.6, color='red', ls='--', alpha=0.7, label='H\\u03B1 (6564.6 \\u212B)')\n", " ax.set_xlabel('Wavelength (\\u212B)')\n", " ax.set_ylabel('Flux (e$^{-}$)')\n", " ax.set_title('H\\u03B1 Region', fontsize=12)\n", " ax.legend()\n", " plt.tight_layout()\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# Level 4: Radial Velocity Measurements\n", "\n", "Level 4 data contains radial velocity (RV) measurements derived from the spectra. These can include:\n", "- Per-order RVs\n", "- Combined RV with uncertainty\n", "- Activity indicators\n", "\n", "## Creating L4 from Native NEID L2\n", "\n", "L4 is typically created from native pipeline outputs that contain RV measurements. For NEID, the native L2 file includes CCF-derived RVs." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.513073Z", "iopub.status.busy": "2026-01-30T20:48:18.512957Z", "iopub.status.idle": "2026-01-30T20:48:18.712921Z", "shell.execute_reply": "2026-01-30T20:48:18.712639Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Created neid_SL4_20231010T020006.fits\n" ] } ], "source": [ "# Create L4 from native NEID L2 file (which contains RV measurements)\n", "neid_l4 = RV4.from_fits(native_l2_file, instrument=\"NEID\")\n", "\n", "# Save to FITS file\n", "l4_standard_file = neid_l4.to_fits()\n", "print(f\"Created {l4_standard_file}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using L4 Data\n", "\n", "### Reading the L4 File" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.714436Z", "iopub.status.busy": "2026-01-30T20:48:18.714329Z", "iopub.status.idle": "2026-01-30T20:48:18.720621Z", "shell.execute_reply": "2026-01-30T20:48:18.720401Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Object: HD 185144\n", "Observation time (BJD): 2460227.586673037\n", "\n", "L4 Extensions:\n", " PRIMARY\n", " INSTRUMENT_HEADER\n", " RECEIPT\n", " DRP_CONFIG\n", " EXT_DESCRIPT\n", " RV1\n", " CCF1\n", " DIAGNOSTICS1\n" ] } ], "source": [ "# Open the L4 file\n", "l4 = fits.open(l4_standard_file)\n", "\n", "# Examine primary header for RV info\n", "hdr4 = l4[0].header\n", "print(f\"Object: {hdr4['OBJECT']}\")\n", "print(f\"Observation time (BJD): {hdr4.get('BJDTDB', 'N/A')}\")\n", "\n", "# List extensions\n", "print(\"\\nL4 Extensions:\")\n", "for hdu in l4:\n", " print(f\" {hdu.name}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Examining the RV Table\n", "\n", "The `RV_TABLE` extension contains the radial velocity measurements." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.721960Z", "iopub.status.busy": "2026-01-30T20:48:18.721871Z", "iopub.status.idle": "2026-01-30T20:48:18.732144Z", "shell.execute_reply": "2026-01-30T20:48:18.731827Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RV_TABLE not found in this L4 file.\n", "\n", "Available extensions:\n", " INSTRUMENT_HEADER: \n", " RECEIPT: \n", " DRP_CONFIG: \n", " EXT_DESCRIPT: \n", " RV1: \n", " CCF1: \n", " DIAGNOSTICS1: \n" ] } ], "source": [ "# Check if RV_TABLE exists\n", "if 'RV_TABLE' in [hdu.name for hdu in l4]:\n", " rv_table = Table(l4, hdu='RV_TABLE')\n", " print(\"RV Table columns:\")\n", " print(rv_table.columns.tolist())\n", " print(\"\\nRV Table:\")\n", " print(rv_table)\n", "else:\n", " print(\"RV_TABLE not found in this L4 file.\")\n", " print(\"\\nAvailable extensions:\")\n", " for hdu in l4:\n", " if hdu.data is not None:\n", " print(f\" {hdu.name}: {type(hdu.data)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Per-Order RVs\n", "\n", "L4 files may also contain per-order RV measurements in the `ORDER_RV` extension." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.733408Z", "iopub.status.busy": "2026-01-30T20:48:18.733314Z", "iopub.status.idle": "2026-01-30T20:48:18.736069Z", "shell.execute_reply": "2026-01-30T20:48:18.735870Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ORDER_RV extension not found.\n" ] } ], "source": [ "# Check for per-order RVs\n", "if 'ORDER_RV' in [hdu.name for hdu in l4]:\n", " order_rv = l4['ORDER_RV'].data\n", " \n", " fig, ax = plt.subplots(figsize=(10, 5))\n", " orders = np.arange(len(order_rv))\n", " ax.scatter(orders, order_rv, s=20, alpha=0.7)\n", " ax.axhline(np.nanmedian(order_rv), color='red', ls='--', label=f'Median: {np.nanmedian(order_rv):.2f} m/s')\n", " ax.set_xlabel('Order Index')\n", " ax.set_ylabel('RV (m/s)')\n", " ax.set_title('Per-Order Radial Velocities')\n", " ax.legend()\n", " plt.tight_layout()\n", " plt.show()\n", "else:\n", " print(\"ORDER_RV extension not found.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# Summary\n", "\n", "This tutorial demonstrated how to:\n", "\n", "1. **Create L2** from native NEID L2 file using `RV2.from_fits()`\n", "2. **Use L2** data: access headers, examine extensions, plot spectra\n", "3. **Create L3** from standard L2 using `neid_l2 = RV2.from_fits()` and `RV3().convert_level2_to_level3(neid_l2)`\n", "4. **Use L3** data: access stitched spectra, examine spectral features\n", "5. **Create L4** from native NEID L2 using `RV4.from_fits()`\n", "6. **Use L4** data: access RV measurements and per-order RVs\n", "\n", "The standardized data format allows consistent access patterns across all EPRV instruments!" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2026-01-30T20:48:18.737430Z", "iopub.status.busy": "2026-01-30T20:48:18.737333Z", "iopub.status.idle": "2026-01-30T20:48:18.739238Z", "shell.execute_reply": "2026-01-30T20:48:18.739018Z" } }, "outputs": [], "source": [ "# Clean up - close FITS files\n", "l2.close()\n", "l3.close()\n", "l4.close()" ] } ], "metadata": { "kernelspec": { "display_name": "py313", "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 4 }