From 73ca8177642935326abf5cec64cb6fe8e06cbb62 Mon Sep 17 00:00:00 2001 From: lgrcia Date: Mon, 4 Nov 2024 14:36:41 -0500 Subject: [PATCH] docs: typos and more info in multi band tuto --- docs/notebooks/multiband.ipynb | 80 ++++++++++++++++++++++------------ 1 file changed, 52 insertions(+), 28 deletions(-) diff --git a/docs/notebooks/multiband.ipynb b/docs/notebooks/multiband.ipynb index 0225e77..0ec02cd 100644 --- a/docs/notebooks/multiband.ipynb +++ b/docs/notebooks/multiband.ipynb @@ -6,7 +6,7 @@ "source": [ "# Multi-band light curves\n", "\n", - "In the [previous tutorial](./spectral.ipynb) we saw how to instantiate a [Star](spotter.star.Star) with a spectral map. Here, we demonstrate how to compute the light curves from such a map, which could originate from observing a star at different waveband.\n", + "In the [previous tutorial](./spectral.ipynb) we saw how to instantiate a [Star](spotter.star.Star) with a spectral map. Here, we demonstrate how to compute light curves from such a map, which could originate from observing a star at different waveband.\n", "\n", "We will assume that the intensity of the quiescent photosphere and its spots can be modeled as blackbodies with different temperatures." ] @@ -44,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -66,19 +66,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 3, "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "image/png": 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", @@ -101,7 +91,7 @@ "plt.plot(wv * 6, planck(wv, 3000, normalize=True), label=\"3000K\")\n", "for i, b in enumerate(bands_response):\n", " plt.fill_between(wv * 6, b, alpha=0.5, label=f\"band {i}\")\n", - "plt.legend()" + "_ = plt.legend()" ] }, { @@ -113,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -134,25 +124,57 @@ "\n", "gp = tinygp.GaussianProcess(kernel, star.x, mean=1.0, diag=1e-8)\n", "spot = gp.sample(jax.random.PRNGKey(2))\n", - "spot = np.clip(spot, 0.6, 0.97)" + "spot = np.clip(spot, 0.6, 0.97)\n", + "spot = spot / np.max(spot)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here, we decided to clip the surface to artificially create darker smaller size spots. It is useful to plot the pixel values to get a sense of the map distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(spot.T, c=\"0.5\")\n", + "plt.xlabel(\"pixel index\")\n", + "_ = plt.ylabel(\"brightness\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Here, we decided to clip the surface to artificially create darker smaller size spots. \n", + "As we can see there are two regions (corresponding to the active latitudes) where pixels have lower values, corresponding to the spots we just drawn.\n", "\n", - "We then define the spectra of the pixel by using the `spot` map as a temperature map of the surface. Finally, we multiply the spectra of the pixels by the response function of each waveband" + "From there we can define the spectra of the pixels by using the `spot` map as a temperature map of the surface. Finally, we multiply the spectra of the pixels by the response function of each waveband" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ + "# assuming a quiescent photosphere at 3000K\n", "spectral_map = jax.vmap(lambda temp: planck(wv, temp))(spot * 3000)\n", + "\n", "measured_maps = (spectral_map[:, :, None] * bands_response.T[None, :, :]).mean(1)\n", "star = star.set(y=measured_maps.T)" ] @@ -161,17 +183,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's have a look at the resulting maps" + "Let's have a look at the resulting map (here in the first band)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -182,26 +204,26 @@ ], "source": [ "plt.subplot(121, title=\"phase $0\\degree$\")\n", - "show(star)\n", + "show(star[0])\n", "plt.subplot(122, title=\"phase $180\\degree$\")\n", - "show(star, np.pi)" + "show(star[0], np.pi)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can now compute light curves observed at each waveband." + "We can now compute the normalized light curves observed at each waveband." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -218,7 +240,9 @@ "f /= np.mean(f, 1)[:, None]\n", "for i in range(f.shape[0]):\n", " plt.plot(time, f[i], label=f\"band {i}\")\n", - "_ = plt.legend()" + "plt.legend()\n", + "plt.xlabel(\"time\")\n", + "_ = plt.ylabel(\"normalized flux\")" ] } ],