diff --git a/.github/workflows/notebooks.yml b/.github/workflows/notebooks.yml
new file mode 100644
index 0000000..29f1fec
--- /dev/null
+++ b/.github/workflows/notebooks.yml
@@ -0,0 +1,15 @@
+name: Notebooks
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+
+jobs:
+  nbstripout:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - run: pip install nbstripout
+      - run: find . -name "*.ipynb" -exec nbstripout --verify {} +
diff --git a/ctis/__init__.py b/ctis/__init__.py
index 8107466..fe5117f 100644
--- a/ctis/__init__.py
+++ b/ctis/__init__.py
@@ -4,7 +4,9 @@
 """
 
 from . import scenes
+from . import instruments
 
 __all__ = [
     "scenes",
+    "instruments",
 ]
diff --git a/ctis/instruments/__init__.py b/ctis/instruments/__init__.py
new file mode 100644
index 0000000..bcc5400
--- /dev/null
+++ b/ctis/instruments/__init__.py
@@ -0,0 +1,15 @@
+"""
+Models of CTIS instruments used during inversions.
+"""
+
+from ._instruments import (
+    AbstractInstrument,
+    AbstractLinearInstrument,
+    IdealInstrument,
+)
+
+__all__ = [
+    "AbstractInstrument",
+    "AbstractLinearInstrument",
+    "IdealInstrument",
+]
diff --git a/ctis/instruments/_instruments.py b/ctis/instruments/_instruments.py
new file mode 100644
index 0000000..2256131
--- /dev/null
+++ b/ctis/instruments/_instruments.py
@@ -0,0 +1,338 @@
+from typing import Callable
+import abc
+import functools
+import dataclasses
+import astropy.units as u
+import named_arrays as na
+
+__all__ = [
+    "AbstractInstrument",
+    "AbstractLinearInstrument",
+    "IdealInstrument",
+]
+
+
+ProjectionCallable = Callable[
+    [na.FunctionArray[na.SpectralPositionalVectorArray, na.ScalarArray]],
+    na.FunctionArray[na.SpectralPositionalVectorArray, na.ScalarArray],
+]
+
+
+@dataclasses.dataclass
+class AbstractInstrument(
+    abc.ABC,
+):
+    """
+    An interface describing a general CTIS instrument.
+
+    The most important method of this interface is :meth:`image`,
+    which represents the forward model of the instrument and maps the
+    spectral radiance of the skyplane to detector counts.
+
+    The other important method of this interface is :meth:`deproject`,
+    which is the transpose of image and maps detector counts from an
+    observed image to the corresponding spectral radiance on the skyplane.
+    """
+
+    @abc.abstractmethod
+    def image(
+        self,
+        scene: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+        r"""
+        The forward model of this CTIS instrument, which maps spectral radiance
+        on the skyplane to photons measured by the instrument's sensor.
+
+        This method does `not` sum over wavelength, the result still has a
+        wavelength axis so that this method is directly invertible.
+
+        Parameters
+        ----------
+        scene
+            The spectral radiance of an observed scene,
+            evaluated on :attr:`coordinates_scene`,
+            in units equivalent to
+            :math:`\text{erg} \, \text{cm}^{-2} \, \text{sr}^{-1} \, \AA^{-1} \, \text{s}^{-1}`.
+        """
+
+    @abc.abstractmethod
+    def backproject(
+        self,
+        image: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+        """
+        The inverse of the forward model of this CTIS instrument.
+        Since the forward model, :meth:`image`, does not sum over wavelength,
+        :meth:`backproject` can find the true inverse.
+
+        Parameters
+        ----------
+        image
+            A series of images captured by a CTIS instrument,
+            evaluated on :attr:`coordinates_sensor`,
+            in units of photons.
+        """
+
+    @property
+    @abc.abstractmethod
+    def coordinates_scene(self) -> na.AbstractSpectralPositionalVectorArray:
+        """
+        A grid of wavelength and position coordinates on the skyplane
+        which will be used to construct the inverted scene.
+
+        Normally the pitch of this grid is chosen to be the average
+        plate scale of the instrument.
+        """
+
+    @property
+    @abc.abstractmethod
+    def coordinates_sensor(self) -> na.AbstractSpectralPositionalVectorArray:
+        """
+        A grid of wavelength and position coordinates on the detector plane.
+        """
+
+    @property
+    @abc.abstractmethod
+    def axis_wavelength(self) -> str:
+        """
+        The logical axis of :attr:`coordinates_scene` and :attr:`coordinates_sensor`
+        corresponding to changing wavelength coordinate.
+        """
+
+    @property
+    @abc.abstractmethod
+    def axis_scene_xy(self) -> tuple[str, str]:
+        """
+        The logical axes of :attr:`coordinates_scene` corresponding to
+        changing position coordinate.
+        """
+
+    @property
+    @abc.abstractmethod
+    def axis_sensor_xy(self) -> tuple[str, str]:
+        """
+        The logical axes of :attr:`coordinates_sensor` corresponding to
+        changing position coordinate.
+        """
+
+
+@dataclasses.dataclass
+class AbstractLinearInstrument(
+    AbstractInstrument,
+):
+    """
+    An instrument where the forward model can be represented using
+    matrix multiplication.
+    """
+
+    @property
+    @abc.abstractmethod
+    def weights(self) -> tuple[na.AbstractScalar, dict[str, int], dict[str, int]]:
+        """
+        The contribution of each voxel on the skyplane to each pixel on the
+        detector.
+        """
+
+    @property
+    @abc.abstractmethod
+    def weights_transpose(self) -> tuple[na.AbstractScalar, dict[str, int], dict[str, int]]:
+        """
+        The contribution of each pixel on the detector to each voxel on the
+        skyplane.
+        """
+
+    @property
+    def _volume_scene(self) -> na.AbstractScalar:
+        """
+        The volume of each voxel in :attr:`coordinates_scene`.
+        """
+        coords = self.coordinates_scene
+
+        dw = coords.wavelength.volume_cell(self.axis_wavelength)
+
+        dA = coords.position.volume_cell(self.axis_scene_xy)
+        dA = na.as_named_array(dA)
+        dA = dA.cell_centers(self.axis_wavelength)
+
+        dV = dw * dA
+
+        return dV
+
+    def image(
+        self,
+        scene: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+
+        values_input = scene * self._volume_scene
+
+        return na.FunctionArray(
+            inputs=self.coordinates_sensor,
+            outputs=na.regridding.regrid_from_weights(
+                *self.weights,
+                values_input=values_input,
+            ),
+        )
+
+    def backproject(
+        self,
+        image: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+
+        values_input = image / self._volume_scene
+
+        return na.FunctionArray(
+            inputs=self.coordinates_scene,
+            outputs=na.regridding.regrid_from_weights(
+                *self.weights_transpose,
+                values_input=values_input,
+            ),
+        )
+
+
+@dataclasses.dataclass
+class IdealInstrument(
+    AbstractLinearInstrument,
+):
+    """
+    An idealized CTIS instrument which has a perfect point-spread function
+    and no noise.
+    """
+
+    area_effective: u.Quantity | na.AbstractScalar
+    r"""
+    The effective area of the instrument aperture in units equivalent to
+    :math:`\text{cm}^2`.
+    """
+
+    timedelta_exposure: u.Quantity | na.AbstractScalar
+    r"""
+    The exposure time of the instrument in units equivalent to :math:`\text{s}.
+    """
+
+    plate_scale: u.Quantity | na.AbstractScalar
+    r"""The spatial scale of the image on the sensor in :math:`\text{arcsec} \,\text{pix}^-1`"""
+
+    dispersion: u.Quantity | na.AbstractScalar
+    r"""The magnitude of the dispersion in :math:`\text{m \AA} \,\text{pix}^-1`"""
+
+    angle: u.Quantity | na.AbstractScalar
+    """The angle of the dispersion direction with respect to the scene."""
+
+    wavelength_ref: u.Quantity | na.AbstractScalar
+    """
+    The reference wavelength at which the center of the FOV lands at :attr:`position_ref`
+    """
+
+    position_ref: u.Quantity | na.AbstractScalar
+    """
+    The position where the reference wavelength is designed to land.
+    """
+
+    coordinates_scene: na.AbstractSpectralPositionalVectorArray = dataclasses.MISSING
+    """
+    A grid of wavelength and position coordinates on the skyplane
+    which will be used to construct the inverted scene.
+
+    Normally the pitch of this grid is chosen to be the average
+    plate scale of the instrument.
+    """
+
+    coordinates_sensor: na.AbstractSpectralPositionalVectorArray = dataclasses.MISSING
+    """
+    A grid of wavelength and position coordinates on the detector plane.
+    """
+
+    axis_wavelength: str = dataclasses.MISSING
+    """
+    The logical axis of :attr:`coordinates_scene` and :attr:`coordinates_sensor`
+    corresponding to changing wavelength coordinate.
+    """
+
+    axis_scene_xy: tuple[str, str] = dataclasses.MISSING
+    """
+    The logical axes of :attr:`coordinates_scene` corresponding to
+    changing position coordinate.
+    """
+
+    axis_sensor_xy: tuple[str, str] = dataclasses.MISSING
+    """
+    The logical axes of :attr:`coordinates_sensor` corresponding to
+    changing position coordinate.
+    """
+
+    def distortion(self, coordinates: na.SpectralPositionalVectorArray):
+        unit_wavelength = coordinates.wavelength.unit
+        rot = na.Cartesian2dRotationMatrixArray(self.angle)
+        rot_grid = na.SpectralPositionalVectorArray(
+            wavelength=coordinates.wavelength - self.wavelength_ref,
+            position=rot @ coordinates.position,
+        )
+        disperse = na.SpectralPositionalMatrixArray(
+            wavelength=na.SpectralPositionalVectorArray(
+                wavelength=1,
+                position=na.Cartesian2dVectorArray(
+                    x=0 * unit_wavelength / u.arcsec,
+                    y=0 * unit_wavelength / u.arcsec,
+                ),
+            ),
+            position=na.Cartesian2dMatrixArray(
+                x=na.SpectralPositionalVectorArray(
+                    wavelength=1 / self.dispersion,
+                    position=na.Cartesian2dVectorArray(
+                        x=1 / self.plate_scale,
+                        y=0 * u.pix / u.arcsec,
+                    ),
+                ),
+                y=na.SpectralPositionalVectorArray(
+                    wavelength=0 * u.pix / unit_wavelength,
+                    position=na.Cartesian2dVectorArray(
+                        x=0 * u.pix / u.arcsec,
+                        y=1 / self.plate_scale,
+                    ),
+                ),
+            ),
+        )
+        projected_grid = disperse @ rot_grid
+        return na.SpectralPositionalVectorArray(
+            wavelength=coordinates.wavelength,
+            position=projected_grid.position + self.position_ref,
+        )
+
+    @functools.cached_property
+    def weights(self) -> tuple[na.AbstractScalar, dict[str, int], dict[str, int]]:
+
+        coordinates_input = self.distortion(self.coordinates_scene)
+        coordinates_output = self.coordinates_sensor
+
+        coordinates_input = coordinates_input.cell_centers(self.axis_wavelength)
+        coordinates_output = coordinates_output.cell_centers(self.axis_wavelength)
+
+        return na.regridding.weights(
+            coordinates_input=coordinates_input.position,
+            coordinates_output=coordinates_output.position,
+            axis_input=self.axis_scene_xy,
+            axis_output=self.axis_sensor_xy,
+            method="conservative",
+        )
+
+    @functools.cached_property
+    def weights_transpose(self):
+        return na.regridding.transpose_weights(self.weights)
+
+    def image(
+        self,
+        scene: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+
+        scene = scene * self.area_effective * self.timedelta_exposure
+
+        return super().image(scene)
+
+    def backproject(
+        self,
+        image: na.AbstractScalar,
+    ) -> na.FunctionArray[na.SpectralPositionalVectorArray, na.AbstractScalar]:
+
+        image = image / (self.area_effective * self.timedelta_exposure)
+
+        return super().backproject(image)
diff --git a/ctis/instruments/_instruments_test.py b/ctis/instruments/_instruments_test.py
new file mode 100644
index 0000000..bb6247b
--- /dev/null
+++ b/ctis/instruments/_instruments_test.py
@@ -0,0 +1,93 @@
+import pytest
+import abc
+import numpy as np
+import astropy.units as u
+import named_arrays as na
+import ctis
+
+wavelength = na.linspace(-500, 500, axis="wavelength", num=21) * u.km / u.s
+
+position_scene = na.Cartesian2dVectorLinearSpace(
+    start=-10 * u.arcsec,
+    stop=10 * u.arcsec,
+    axis=na.Cartesian2dVectorArray("scene_x", "scene_y"),
+    num=na.Cartesian2dVectorArray(64, 64),
+)
+
+position_sensor = na.Cartesian2dVectorArray(
+    x=na.arange(0, 64, axis="sensor_x") * u.pix,
+    y=na.arange(0, 64, axis="sensor_y") * u.pix,
+)
+
+coordinates_scene = na.SpectralPositionalVectorArray(wavelength, position_scene)
+coordinates_sensor = na.SpectralPositionalVectorArray(wavelength, position_sensor)
+
+gaussians = ctis.scenes.gaussians(
+    inputs=coordinates_scene,
+    width=na.SpectralPositionalVectorArray(30 * u.km / u.s, 1 * u.arcsec),
+)
+
+instrument_ideal = ctis.instruments.IdealInstrument(
+    area_effective=1 * u.cm**2,
+    timedelta_exposure=10 * u.s,
+    plate_scale=.4 * u.arcsec / u.pix,
+    dispersion=10 * u.km / u.s / u.pix,
+    angle=0 * u.deg,
+    wavelength_ref=0 * u.km / u.s,
+    position_ref=32 * u.pix,
+    coordinates_scene=coordinates_scene,
+    coordinates_sensor=coordinates_sensor,
+    axis_wavelength="wavelength",
+    axis_scene_xy=("scene_x", "scene_y"),
+    axis_sensor_xy=("sensor_x", "sensor_y"),
+)
+
+class AbstractTestAbstractInstrument(
+    abc.ABC,
+):
+
+    @pytest.mark.parametrize(
+        argnames="scene",
+        argvalues=[
+            gaussians.outputs,
+        ],
+    )
+    def test_image(
+        self,
+        a: ctis.instruments.AbstractInstrument,
+        scene: na.AbstractScalar,
+    ):
+        result = a.image(scene)
+        assert np.all(result.inputs == coordinates_sensor)
+        assert result.outputs.sum() > 0
+
+    @pytest.mark.parametrize(
+        argnames="image",
+        argvalues=[
+            instrument_ideal.image(gaussians.outputs).outputs,
+        ],
+    )
+    def test_backproject(
+        self,
+        a: ctis.instruments.AbstractInstrument,
+        image: na.AbstractScalar,
+    ):
+        result = a.backproject(image)
+        assert np.all(result.inputs == coordinates_scene)
+        assert result.outputs.sum() > 0
+
+
+class AbstractTestAbstractLinearInstrument(
+    AbstractTestAbstractInstrument,
+):
+    pass
+
+
+@pytest.mark.parametrize(
+    argnames="a",
+    argvalues=[instrument_ideal]
+)
+class TestIdealInstrument(
+    AbstractTestAbstractLinearInstrument,
+):
+    pass
diff --git a/docs/conf.py b/docs/conf.py
index 3ec527a..877a694 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -39,6 +39,7 @@
     'sphinx.ext.viewcode',
     'sphinxcontrib.bibtex',
     'jupyter_sphinx',
+    'nbsphinx',
 ]
 autosummary_generate = True  # Turn on sphinx.ext.autosummary
 autosummary_imported_members = True
diff --git a/docs/index.rst b/docs/index.rst
index 26c1e22..e6f55f6 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -17,6 +17,15 @@ Some explanations of the theory behind inversion
 
     discussions/richardson-lucy-analogy/richardson-lucy-analogy
 
+Tutorials
+=========
+
+Examples on how to use this package.
+
+.. toctree::
+    :maxdepth: 1
+
+    tutorials/ideal-instrument
 
 API Reference
 =============
diff --git a/docs/tutorials/ideal-instrument.ipynb b/docs/tutorials/ideal-instrument.ipynb
new file mode 100644
index 0000000..31d5449
--- /dev/null
+++ b/docs/tutorials/ideal-instrument.ipynb
@@ -0,0 +1,40781 @@
+{
+ "cells": [
+  {
+   "cell_type": "raw",
+   "id": "aea6baeb-f5c9-4353-84bb-9a5014c93e1d",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Defining a Simple CTIS Instrument\n",
+    "---------------------------------\n",
+    "Here, we construct an idealized example of a CTIS instrument,\n",
+    "defined by a plate scale, dispersion, and angle of disperesion.\n",
+    "This instrument has no point-spread function, distortion, or vignetting."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b11a8acd771d3769",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import IPython.display\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import astropy.units as u\n",
+    "import astropy.visualization\n",
+    "import named_arrays as na\n",
+    "import ctis"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "30daf494-91a5-4c14-9a7d-37e7ce757757",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:00.732675600Z",
+     "start_time": "2026-04-07T03:07:00.680675400Z"
+    },
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Start by defining a grid of Doppler velocities."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "f8edf09f-ee49-4d66-ab58-df4d0e642fca",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:00.777175800Z",
+     "start_time": "2026-04-07T03:07:00.736675200Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "velocity = na.linspace(-300, 300, axis=\"wavelength\", num=21) * u.km / u.s"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "d9237822-d2cc-48ef-9b1a-89ea1a1cfc67",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Now, define the rest wavelength of a spectral line."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "16ed9891-0524-4511-8ce2-8a6e6fc8d06f",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "wavelength_rest = 171 * u.AA"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "36de3a7c-9afa-4fba-a6b0-3b233c0cc5bf",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Use this rest wavelength to define an equivalency between wavelength and Doppler velocity."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8e717cb3-38a3-47c3-8143-ea710bd8b473",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "doppler = u.doppler_optical(wavelength_rest)"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "29fbe931-e83c-4551-8884-c088b03ae608",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "This equivalency can then be used to convert the grid of Doppler velocities into wavelength units."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "6bc737e1-fb5d-4348-9a0b-61aa6b7be09a",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "wavelength = velocity.to(u.AA, equivalencies=doppler)"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "f651badc-1e53-423d-9a7e-6dce1ec9dbb1",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Next, we will define a grid of positions with which to sample the observed scene."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "76a24148-01a8-47ab-a423-dad8a6fc8550",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:00.792175500Z",
+     "start_time": "2026-04-07T03:07:00.781177500Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "position_scene = na.Cartesian2dVectorLinearSpace(\n",
+    "    start=-10 * u.arcsec,\n",
+    "    stop=10 * u.arcsec,\n",
+    "    axis=na.Cartesian2dVectorArray(\"scene_x\", \"scene_y\"),\n",
+    "    num=na.Cartesian2dVectorArray(64, 64),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "29ac979d-b097-463c-9004-62c42f5bb122",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Also define a grid of positions with which to sample the sensor surface."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "37b5250a-11a0-4eb2-b784-2c221f2c9e24",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:01.281675300Z",
+     "start_time": "2026-04-07T03:07:00.795175600Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "position_sensor = na.Cartesian2dVectorArray(\n",
+    "    x=na.arange(0, 64, axis=\"sensor_x\") * u.pix,\n",
+    "    y=na.arange(0, 64, axis=\"sensor_y\") * u.pix,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "4e3b47d8-d355-419a-9665-6f89995f2392",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Combine the wavelengths and positions into a single spatial-spectral vector for the scene and sensor."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "b051dfcf-7a27-42af-8173-c318e06b2c25",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:01.322675500Z",
+     "start_time": "2026-04-07T03:07:01.287174400Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "coordinates_scene = na.SpectralPositionalVectorArray(velocity, position_scene)\n",
+    "coordinates_sensor = na.SpectralPositionalVectorArray(velocity, position_sensor)"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "442c826e-689f-4bbc-9b0a-bb02d8afac15",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Define an ideal CTIS instrument, an instrument characterized by a plate scale, dispersion magnitude/angle, and the coordinates of the scene/sensor.\n",
+    "In this case, we'll define an instrument with two channels: one with 5 km/s dispersion and another with no dispersion."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "7a531ee6fdccb5e9",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:01.340177900Z",
+     "start_time": "2026-04-07T03:07:01.326676Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "instrument = ctis.instruments.IdealInstrument(\n",
+    "    area_effective=1 * u.cm**2,\n",
+    "    timedelta_exposure=10 * u.s,\n",
+    "    plate_scale=.4 * u.arcsec / u.pix,\n",
+    "    dispersion=10 * u.km / u.s / u.pix,\n",
+    "    angle=na.linspace(0, 360, num=36, axis=\"channel\", endpoint=False) * u.deg,\n",
+    "    wavelength_ref=0 * u.km / u.s,\n",
+    "    position_ref=32 * u.pix,\n",
+    "    coordinates_scene=coordinates_scene,\n",
+    "    coordinates_sensor=coordinates_sensor,\n",
+    "    axis_wavelength=\"wavelength\",\n",
+    "    axis_scene_xy=(\"scene_x\", \"scene_y\"),\n",
+    "    axis_sensor_xy=(\"sensor_x\", \"sensor_y\"),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "32dab88f-3a09-4789-8781-19806c7daf66",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "We'll have our ideal instrument observe a scene of three Gaussians:\n",
+    "one at the center of the field of view (FOV) which is at rest,\n",
+    "another at the top of the FOV which is redshifted,\n",
+    "and a blueshifted one on the bottom of the FOV."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "c9e75ff0-1d86-425b-a9c6-af33dfc888e4",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:01.433675100Z",
+     "start_time": "2026-04-07T03:07:01.355675100Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "center = na.SpectralPositionalVectorArray(\n",
+    "    wavelength=na.ScalarArray([-100, 0, 100] * u.km / u.s, axes=\"g\"),\n",
+    "    position=na.Cartesian2dVectorArray(\n",
+    "        x=0 * u.arcsec,\n",
+    "        y=na.ScalarArray([-7, 0, 7] * u.arcsec, axes=\"g\"),\n",
+    "    )\n",
+    ")\n",
+    "width = na.SpectralPositionalVectorArray(\n",
+    "    wavelength=na.ScalarArray([50, 100, 75] * u.km / u.s, axes=\"g\"),\n",
+    "    position=na.ScalarArray([1, 1, 1] * u.arcsec, axes=\"g\"),\n",
+    ")\n",
+    "amplitude = 1 / np.sqrt(2 * np.pi) / width\n",
+    "radiance = amplitude * np.exp(-np.square(((coordinates_scene - center) / width)) / 2)\n",
+    "radiance = radiance.wavelength * radiance.position.x * radiance.position.y\n",
+    "radiance = radiance * 1000 * u.erg / u.s / u.cm**2\n",
+    "radiance = radiance.cell_centers((\"wavelength\", \"scene_x\", \"scene_y\"))\n",
+    "radiance = radiance.sum(\"g\")\n",
+    "\n",
+    "scene = na.FunctionArray(\n",
+    "    inputs=coordinates_scene,\n",
+    "    outputs=radiance,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "556877e4-70d4-40f9-8eaa-3b183bc1109b",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Display this scene as a false-color RGB image."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "0812c400-02d6-4682-a21b-2c32780fbcba",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:01.981675400Z",
+     "start_time": "2026-04-07T03:07:01.436175400Z"
+    },
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "with astropy.visualization.quantity_support():\n",
+    "    fig, axs = plt.subplots(\n",
+    "        ncols=2,\n",
+    "        gridspec_kw=dict(width_ratios=[.9,.1]),\n",
+    "        constrained_layout=True,\n",
+    "    )\n",
+    "    colorbar = na.plt.rgbmesh(\n",
+    "        C=scene,\n",
+    "        axis_wavelength=\"wavelength\",\n",
+    "        ax=axs[0],\n",
+    "        vmin=0,\n",
+    "        vmax=scene.outputs.max(),\n",
+    "    )\n",
+    "    na.plt.pcolormesh(\n",
+    "        C=colorbar,\n",
+    "        axis_rgb=\"wavelength\",\n",
+    "        ax=axs[1],\n",
+    "    )\n",
+    "    axs[1].yaxis.tick_right()\n",
+    "    axs[1].yaxis.set_label_position(\"right\")"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "424a731f-f925-460e-bb2f-d5f2a733899f",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Image the scene onto the sensors using the :meth:`~ctis.instruments.IdealInstrument.image` method."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "9cb5334a-042b-4fc3-a658-550d7bb7ab09",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2026-04-07T03:07:07.370674500Z",
+     "start_time": "2026-04-07T03:07:02.058176Z"
+    },
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "image = instrument.image(scene.outputs)"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "ac7a254c-ac74-4852-a60c-139ca0c952b7",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Blink between the undispersed and dispersed channels to visualize the behavior of the instrument."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "97721140fbb1cebd",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_img92f89fcfc1ae48e187efa05b9f672565\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_slider92f89fcfc1ae48e187efa05b9f672565\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"anim92f89fcfc1ae48e187efa05b9f672565.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim92f89fcfc1ae48e187efa05b9f672565.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select92f89fcfc1ae48e187efa05b9f672565\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_92f89fcfc1ae48e187efa05b9f672565\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_92f89fcfc1ae48e187efa05b9f672565\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_92f89fcfc1ae48e187efa05b9f672565\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_92f89fcfc1ae48e187efa05b9f672565\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_92f89fcfc1ae48e187efa05b9f672565\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_92f89fcfc1ae48e187efa05b9f672565\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_img92f89fcfc1ae48e187efa05b9f672565\";\n",
+       "    var slider_id = \"_anim_slider92f89fcfc1ae48e187efa05b9f672565\";\n",
+       "    var loop_select_id = \"_anim_loop_select92f89fcfc1ae48e187efa05b9f672565\";\n",
+       "    var frames = new Array(36);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
+       "bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAP\\\n",
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+       "0+GZSSESBIAAAAAANoNxAAEAAABsBgEgAAAAgM0gAAQAAACwGQSAAAAAAGQv/w9IJxypvQAkLwAA\\\n",
+       "AABJRU5ErkJggg==\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        anim92f89fcfc1ae48e187efa05b9f672565 = new Animation(frames, img_id, slider_id, 100,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with astropy.visualization.quantity_support():\n",
+    "    fig, axs = plt.subplots(\n",
+    "        ncols=2,\n",
+    "        gridspec_kw=dict(width_ratios=[.9,.1]),\n",
+    "        constrained_layout=True,\n",
+    "    )\n",
+    "    ax, cax = axs\n",
+    "    cax_twin = cax.twinx()\n",
+    "    ani, colorbar = na.plt.rgbmovie(\n",
+    "        instrument.angle,\n",
+    "        image.inputs.wavelength,\n",
+    "        image.inputs.position.x,\n",
+    "        image.inputs.position.y,\n",
+    "        C=image.outputs,\n",
+    "        axis_time=\"channel\",\n",
+    "        axis_wavelength=\"wavelength\",\n",
+    "        ax=ax,\n",
+    "        vmin=0,\n",
+    "        vmax=image.outputs.max(),\n",
+    "    )\n",
+    "    na.plt.pcolormesh(\n",
+    "        C=colorbar,\n",
+    "        axis_rgb=\"wavelength\",\n",
+    "        ax=cax,\n",
+    "    )\n",
+    "    na.plt.pcolormesh(\n",
+    "        colorbar.inputs.x,\n",
+    "        colorbar.inputs.y.to(u.AA, equivalencies=doppler),\n",
+    "        C=colorbar.outputs,\n",
+    "        axis_rgb=\"wavelength\",\n",
+    "        ax=cax_twin,\n",
+    "    )\n",
+    "    ax.set_xlabel(f\"detector $x$ ({image.inputs.position.x.unit})\")\n",
+    "    ax.set_ylabel(f\"detector $y$ ({image.inputs.position.y.unit})\")\n",
+    "    cax.xaxis.set_ticks_position(\"top\")\n",
+    "    cax.xaxis.set_label_position(\"top\")\n",
+    "    # cax.yaxis.tick_right()\n",
+    "    # cax.yaxis.set_label_position(\"right\")\n",
+    "\n",
+    "result = ani.to_jshtml(fps=10)\n",
+    "result = IPython.display.HTML(result)\n",
+    "\n",
+    "plt.close(ani._fig)\n",
+    "\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "id": "a64272a9-a6be-4a5a-ac0c-bb501c93f952",
+   "metadata": {
+    "editable": true,
+    "raw_mimetype": "text/x-rst",
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "Average along the wavelength axis to compute the grayscale image that's actually observed"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "bc62448e-9542-4107-af5c-97337aa1fb50",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "image_avg = image.mean(\"wavelength\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "3f8d7b1e-8338-43f1-82e1-7fa0ff7a5500",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "backprojected = instrument.backproject(image_avg.outputs)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "4e4584a2-dd82-4899-8c45-52069afc9bc6",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "<link rel=\"stylesheet\"\n",
+       "href=\"https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css\">\n",
+       "<script language=\"javascript\">\n",
+       "  function isInternetExplorer() {\n",
+       "    ua = navigator.userAgent;\n",
+       "    /* MSIE used to detect old browsers and Trident used to newer ones*/\n",
+       "    return ua.indexOf(\"MSIE \") > -1 || ua.indexOf(\"Trident/\") > -1;\n",
+       "  }\n",
+       "\n",
+       "  /* Define the Animation class */\n",
+       "  function Animation(frames, img_id, slider_id, interval, loop_select_id){\n",
+       "    this.img_id = img_id;\n",
+       "    this.slider_id = slider_id;\n",
+       "    this.loop_select_id = loop_select_id;\n",
+       "    this.interval = interval;\n",
+       "    this.current_frame = 0;\n",
+       "    this.direction = 0;\n",
+       "    this.timer = null;\n",
+       "    this.frames = new Array(frames.length);\n",
+       "\n",
+       "    for (var i=0; i<frames.length; i++)\n",
+       "    {\n",
+       "     this.frames[i] = new Image();\n",
+       "     this.frames[i].src = frames[i];\n",
+       "    }\n",
+       "    var slider = document.getElementById(this.slider_id);\n",
+       "    slider.max = this.frames.length - 1;\n",
+       "    if (isInternetExplorer()) {\n",
+       "        // switch from oninput to onchange because IE <= 11 does not conform\n",
+       "        // with W3C specification. It ignores oninput and onchange behaves\n",
+       "        // like oninput. In contrast, Microsoft Edge behaves correctly.\n",
+       "        slider.setAttribute('onchange', slider.getAttribute('oninput'));\n",
+       "        slider.setAttribute('oninput', null);\n",
+       "    }\n",
+       "    this.set_frame(this.current_frame);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.get_loop_state = function(){\n",
+       "    var button_group = document[this.loop_select_id].state;\n",
+       "    for (var i = 0; i < button_group.length; i++) {\n",
+       "        var button = button_group[i];\n",
+       "        if (button.checked) {\n",
+       "            return button.value;\n",
+       "        }\n",
+       "    }\n",
+       "    return undefined;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.set_frame = function(frame){\n",
+       "    this.current_frame = frame;\n",
+       "    document.getElementById(this.img_id).src =\n",
+       "            this.frames[this.current_frame].src;\n",
+       "    document.getElementById(this.slider_id).value = this.current_frame;\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.next_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.previous_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(Math.max(0, this.current_frame - 1));\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.first_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(0);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.last_frame = function()\n",
+       "  {\n",
+       "    this.set_frame(this.frames.length - 1);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.slower = function()\n",
+       "  {\n",
+       "    this.interval /= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.faster = function()\n",
+       "  {\n",
+       "    this.interval *= 0.7;\n",
+       "    if(this.direction > 0){this.play_animation();}\n",
+       "    else if(this.direction < 0){this.reverse_animation();}\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_forward = function()\n",
+       "  {\n",
+       "    this.current_frame += 1;\n",
+       "    if(this.current_frame < this.frames.length){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.first_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.last_frame();\n",
+       "        this.reverse_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.last_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.anim_step_reverse = function()\n",
+       "  {\n",
+       "    this.current_frame -= 1;\n",
+       "    if(this.current_frame >= 0){\n",
+       "      this.set_frame(this.current_frame);\n",
+       "    }else{\n",
+       "      var loop_state = this.get_loop_state();\n",
+       "      if(loop_state == \"loop\"){\n",
+       "        this.last_frame();\n",
+       "      }else if(loop_state == \"reflect\"){\n",
+       "        this.first_frame();\n",
+       "        this.play_animation();\n",
+       "      }else{\n",
+       "        this.pause_animation();\n",
+       "        this.first_frame();\n",
+       "      }\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.pause_animation = function()\n",
+       "  {\n",
+       "    this.direction = 0;\n",
+       "    if (this.timer){\n",
+       "      clearInterval(this.timer);\n",
+       "      this.timer = null;\n",
+       "    }\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.play_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = 1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_forward();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "\n",
+       "  Animation.prototype.reverse_animation = function()\n",
+       "  {\n",
+       "    this.pause_animation();\n",
+       "    this.direction = -1;\n",
+       "    var t = this;\n",
+       "    if (!this.timer) this.timer = setInterval(function() {\n",
+       "        t.anim_step_reverse();\n",
+       "    }, this.interval);\n",
+       "  }\n",
+       "</script>\n",
+       "\n",
+       "<style>\n",
+       ".animation {\n",
+       "    display: inline-block;\n",
+       "    text-align: center;\n",
+       "}\n",
+       "input[type=range].anim-slider {\n",
+       "    width: 374px;\n",
+       "    margin-left: auto;\n",
+       "    margin-right: auto;\n",
+       "}\n",
+       ".anim-buttons {\n",
+       "    margin: 8px 0px;\n",
+       "}\n",
+       ".anim-buttons button {\n",
+       "    padding: 0;\n",
+       "    width: 36px;\n",
+       "}\n",
+       ".anim-state label {\n",
+       "    margin-right: 8px;\n",
+       "}\n",
+       ".anim-state input {\n",
+       "    margin: 0;\n",
+       "    vertical-align: middle;\n",
+       "}\n",
+       "</style>\n",
+       "\n",
+       "<div class=\"animation\">\n",
+       "  <img id=\"_anim_img324bcf2caf814f55a702a24e6aabc9b5\">\n",
+       "  <div class=\"anim-controls\">\n",
+       "    <input id=\"_anim_slider324bcf2caf814f55a702a24e6aabc9b5\" type=\"range\" class=\"anim-slider\"\n",
+       "           name=\"points\" min=\"0\" max=\"1\" step=\"1\" value=\"0\"\n",
+       "           oninput=\"anim324bcf2caf814f55a702a24e6aabc9b5.set_frame(parseInt(this.value));\">\n",
+       "    <div class=\"anim-buttons\">\n",
+       "      <button title=\"Decrease speed\" aria-label=\"Decrease speed\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.slower()\">\n",
+       "          <i class=\"fa fa-minus\"></i></button>\n",
+       "      <button title=\"First frame\" aria-label=\"First frame\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.first_frame()\">\n",
+       "        <i class=\"fa fa-fast-backward\"></i></button>\n",
+       "      <button title=\"Previous frame\" aria-label=\"Previous frame\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.previous_frame()\">\n",
+       "          <i class=\"fa fa-step-backward\"></i></button>\n",
+       "      <button title=\"Play backwards\" aria-label=\"Play backwards\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.reverse_animation()\">\n",
+       "          <i class=\"fa fa-play fa-flip-horizontal\"></i></button>\n",
+       "      <button title=\"Pause\" aria-label=\"Pause\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.pause_animation()\">\n",
+       "          <i class=\"fa fa-pause\"></i></button>\n",
+       "      <button title=\"Play\" aria-label=\"Play\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.play_animation()\">\n",
+       "          <i class=\"fa fa-play\"></i></button>\n",
+       "      <button title=\"Next frame\" aria-label=\"Next frame\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.next_frame()\">\n",
+       "          <i class=\"fa fa-step-forward\"></i></button>\n",
+       "      <button title=\"Last frame\" aria-label=\"Last frame\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.last_frame()\">\n",
+       "          <i class=\"fa fa-fast-forward\"></i></button>\n",
+       "      <button title=\"Increase speed\" aria-label=\"Increase speed\" onclick=\"anim324bcf2caf814f55a702a24e6aabc9b5.faster()\">\n",
+       "          <i class=\"fa fa-plus\"></i></button>\n",
+       "    </div>\n",
+       "    <form title=\"Repetition mode\" aria-label=\"Repetition mode\" action=\"#n\" name=\"_anim_loop_select324bcf2caf814f55a702a24e6aabc9b5\"\n",
+       "          class=\"anim-state\">\n",
+       "      <input type=\"radio\" name=\"state\" value=\"once\" id=\"_anim_radio1_324bcf2caf814f55a702a24e6aabc9b5\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio1_324bcf2caf814f55a702a24e6aabc9b5\">Once</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"loop\" id=\"_anim_radio2_324bcf2caf814f55a702a24e6aabc9b5\"\n",
+       "             checked>\n",
+       "      <label for=\"_anim_radio2_324bcf2caf814f55a702a24e6aabc9b5\">Loop</label>\n",
+       "      <input type=\"radio\" name=\"state\" value=\"reflect\" id=\"_anim_radio3_324bcf2caf814f55a702a24e6aabc9b5\"\n",
+       "             >\n",
+       "      <label for=\"_anim_radio3_324bcf2caf814f55a702a24e6aabc9b5\">Reflect</label>\n",
+       "    </form>\n",
+       "  </div>\n",
+       "</div>\n",
+       "\n",
+       "\n",
+       "<script language=\"javascript\">\n",
+       "  /* Instantiate the Animation class. */\n",
+       "  /* The IDs given should match those used in the template above. */\n",
+       "  (function() {\n",
+       "    var img_id = \"_anim_img324bcf2caf814f55a702a24e6aabc9b5\";\n",
+       "    var slider_id = \"_anim_slider324bcf2caf814f55a702a24e6aabc9b5\";\n",
+       "    var loop_select_id = \"_anim_loop_select324bcf2caf814f55a702a24e6aabc9b5\";\n",
+       "    var frames = new Array(36);\n",
+       "    \n",
+       "  frames[0] = \"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAYAAAA10dzkAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90\\\n",
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+       "fdeufiWlUr8khdBCJfKzJL+IH+FSClnune35v76HmWbune+59zyee2fuzOft9Zh5zv4855m53znn\\\n",
+       "fM7XZVmWRQAAAAAAIG1wJ7oBAAAAAACgdIEBCAAAAACQZsAABAAAAABIM2AAAgAAAACkGTAAAQAA\\\n",
+       "AADSDBiAAAAAAFBcccUVVLVqVfrHP/5B6cKWLVvonHPOoWbNmlHLli1pxowZlA7tcmEbGAAAAAAw\\\n",
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+       "0uratau1bt06a9myZep5GW4A8jOVn138rONBATY0+TnVpEmTkDHKz0w2/LiczZs3W/3791fGakEG\\\n",
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+       "UX29Xi+de+65oTCXy0Vnn322yi9Ihw4dCpXflVdeSc2bN6eJEyfSggULqEWLFtrrc3Jy1LRzNHha\\\n",
+       "mKeqg/A6IJ5O56mdaDzxxBNqrd+sWbPU1BFPLYfD09MM9yMAILnZsGGD+s7n5uaq5TSzZ89Wz5Yg\\\n",
+       "t9xyC9WvX5/q1KlD69evp5EjR9KWLVuUQIzZt28f1axZMyLP4DnHRYPDeSlMOE6nUz3DpTSLFi2i\\\n",
+       "H374gT799FNVF4aXo1x22WWha9577z21POdf//pX6Jk2Y8YMtcZw6dKl1L17d3r++edp9OjRdN11\\\n",
+       "16n4F154QS2RKQgYgACUEIKLiT/++GM65ZRTIuLyGiym6YIGTlFQtmzZQl03f/589TBkIy3vwzca\\\n",
+       "vLbvzz//jEMNjxuze/bsUQ9aXt/YqlWrfIu7merVq8elPABA0cE/mtetW6fWD/Na5z59+qh1zEEj\\\n",
+       "MHxdXqtWrdR6a/7xy88BFnwVF/xDuW7duiHjj2HDNZzvvvtO/YjPK1xj45bry23cv3+/+uEdxOFw\\\n",
+       "qB/e/DzTAREIAEkCP3h4BG3lypWhMDZwfvzxR/WeH15ssLE6jYUa4Qc/RIKwgCF8pKsw6Ro3bqyM\\\n",
+       "wHDhQzh58wzWl8O/+uqrUBiPCLIIJPzXdmFYu3Yt/d///Z9S9fKDmEUbBcGjl99//33UuPA+ZL7+\\\n",
+       "+mvVRn4w5oVHQm+77Ta66aab1PYwd955Jx04cCDimo0bN6rF5Wx0AgCSG34u8fONjSAWv7HojUVs\\\n",
+       "Eh1PzLqwocWwMIyNqnCC5xwXDQ7P+9xg1TD/eJTSFAb+Ac/tYIM2/OC/CzySeTJgBBCAJIGnKnjb\\\n",
+       "AN5uoGrVqmo64R//+AfZ7cd/p/EvwPvvv5+GDh2qftmx4pZ//bEBxtsO8K9chvfEYwOIR7I4T56C\\\n",
+       "KCgdT6XyNMgDDzygHp48rcsKWVa0cZ2i5ckjewMGDFD15XNWDbOSjqdJTbZm4TxZcffggw9Sz549\\\n",
+       "qWHDhupXMBuF7du3F9OxopinPdhIrly5ckQcG7vDhg2je+65R+XDUyTSZs7cx9wfzz33nGobT53c\\\n",
+       "cccdSsUX5IsvvlBTLQCAkgc/93iJi8S6devUK48EMvz84R0Q2KALTuuyspefl9KPW05z6NAhtYQk\\\n",
+       "uOzls88+U2WHL+sJp1mzZrRr1y6lQg6WzT9Ww+FnIE8Dcz24/GjwjAn/8L7gggvUOf9Y5+de27Zt\\\n",
+       "9R1T4CpKAECxCkFuu+02JdqoWbOmElOEixZY2PDMM8+oBcAswKhevbrVo0cPtXg4yJYtW6xzzjlH\\\n",
+       "iUf4K85qscKk4wXJvJi4fv366hpWIz/66KNinkxOTo5Sn/GCahZwnHvuudY333xTaLUdi1y4Tvfc\\\n",
+       "c09E+OWXX67qVxBnn322NX369IgwLpNFHcGF0CwoefDBB0OikPA6LVmyxHI6nUrxHITbxuleeuml\\\n",
+       "UBtZXbdixYoC6wMASCws6ODnGn+PWTTB56zEZXUtwzscTJw40Vq9erW65qOPPlLK/wsuuCBCPMLi\\\n",
+       "jO7duytxBu+ewM/M0aNHh65ZuXKlenaF71TAuxKwiIPjvvzyS6tx48YRAr288DO3efPm1iWXXKLK\\\n",
+       "+fzzz60OHTpEiEBYnML5dOnSRcWzGIWfW/zc3bVrl7qGn9ssaJkzZ47a+WDgwIHqGXbttddq+woG\\\n",
+       "IACgxDJ37lylkOMHaWGNTlPYEOQHNAAg+WG1LP+IZeUvG22ssA0af8EtVdjYq1KlivrRevrpp6tt\\\n",
+       "qrKysiLyYcX/ZZddpn708g/c4cOHK1VvEDbCwn8MB3/QssHH21CxAXb77berH/U6+Mf1eeedp+rL\\\n",
+       "OxGwsZl3Gxjeeou3dQn+0GaDlbflCtaZ68VbaAV/8PKuB7xtzM0336wt28b/6ccIAQAgeXnmmWfo\\\n",
+       "hhtuCK1n5I2eeeqDw+MBq+/OP//8kBobAACSGZ525ullXletc3uJNYAAgBJNUfsoZlEIAAAkK7/8\\\n",
+       "8ovaOuvCCy9Uax15G5jt27cXKBLBCCAAAAAAQAmFhSQ333yz2q2ATTre05Td4QVFIRIwAAEAAAAA\\\n",
+       "UgzsAwgAAAAAkGLAAAQAAAAASDFgAAIAAAAApBgwAAEAAAAAKLX4f6PL0KPa3dbsAAAAAElFTkSu\\\n",
+       "QmCC\\\n",
+       "\"\n",
+       "\n",
+       "\n",
+       "    /* set a timeout to make sure all the above elements are created before\n",
+       "       the object is initialized. */\n",
+       "    setTimeout(function() {\n",
+       "        anim324bcf2caf814f55a702a24e6aabc9b5 = new Animation(frames, img_id, slider_id, 100,\n",
+       "                                 loop_select_id);\n",
+       "    }, 0);\n",
+       "  })()\n",
+       "</script>\n"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "with astropy.visualization.quantity_support():\n",
+    "    fig, axs = plt.subplots(\n",
+    "        ncols=2,\n",
+    "        gridspec_kw=dict(width_ratios=[.9,.1]),\n",
+    "        constrained_layout=True,\n",
+    "    )\n",
+    "    ax, cax = axs\n",
+    "    ani, colorbar = na.plt.rgbmovie(\n",
+    "        instrument.angle,\n",
+    "        backprojected.inputs.wavelength,\n",
+    "        backprojected.inputs.position.x,\n",
+    "        backprojected.inputs.position.y,\n",
+    "        C=backprojected.outputs,\n",
+    "        axis_time=\"channel\",\n",
+    "        axis_wavelength=\"wavelength\",\n",
+    "        ax=ax,\n",
+    "        vmin=0,\n",
+    "        vmax=backprojected.outputs.max(),\n",
+    "    )\n",
+    "    na.plt.pcolormesh(\n",
+    "        C=colorbar,\n",
+    "        axis_rgb=\"wavelength\",\n",
+    "        ax=cax,\n",
+    "    )\n",
+    "    ax.set_xlabel(f\"detector $x$ ({image.inputs.position.x.unit})\")\n",
+    "    ax.set_ylabel(f\"detector $y$ ({image.inputs.position.y.unit})\")\n",
+    "    cax.xaxis.set_ticks_position(\"top\")\n",
+    "    cax.xaxis.set_label_position(\"top\")\n",
+    "    cax.yaxis.tick_right()\n",
+    "    cax.yaxis.set_label_position(\"right\")\n",
+    "\n",
+    "result = ani.to_jshtml(fps=10)\n",
+    "result = IPython.display.HTML(result)\n",
+    "\n",
+    "plt.close(ani._fig)\n",
+    "\n",
+    "result"
+   ]
+  }
+ ],
+ "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": "3.13.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/pyproject.toml b/pyproject.toml
index bc4253a..3e5a422 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ classifiers = [
 ]
 dependencies = [
     "astropy",
-    "named-arrays==0.21.0",
+    "named-arrays~=1.1",
 ]
 dynamic = ["version"]
 
@@ -34,6 +34,7 @@ doc = [
     "pydata-sphinx-theme",
     "ipykernel",
     "jupyter-sphinx",
+    "nbsphinx",
     "sphinx-codeautolink",
     "sphinx-favicon",
 ]