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a/_images/cba7bffb2c9de7eecdd6f63fb7c144b98e7e4c531174abc0ea0e74feecbab616.png b/_images/cba7bffb2c9de7eecdd6f63fb7c144b98e7e4c531174abc0ea0e74feecbab616.png new file mode 100644 index 000000000..62ccd9f63 Binary files /dev/null and b/_images/cba7bffb2c9de7eecdd6f63fb7c144b98e7e4c531174abc0ea0e74feecbab616.png differ diff --git a/_sources/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.ipynb b/_sources/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.ipynb index bfe6a67cb..d153583b8 100644 --- a/_sources/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.ipynb +++ b/_sources/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.ipynb @@ -52,8 +52,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:45.651998Z", + "iopub.status.busy": "2024-05-01T13:48:45.651802Z", + "iopub.status.idle": "2024-05-01T13:48:47.405548Z", + "shell.execute_reply": "2024-05-01T13:48:47.404993Z" + } + }, "outputs": [], "source": [ "import lightkurve as lk\n", @@ -105,8 +112,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:47.408273Z", + "iopub.status.busy": "2024-05-01T13:48:47.407838Z", + "iopub.status.idle": "2024-05-01T13:48:49.756847Z", + "shell.execute_reply": "2024-05-01T13:48:49.756272Z" + } + }, "outputs": [], "source": [ "tpf_example = lk.search_targetpixelfile(\"KIC 7461601\", mission=\"Kepler\", cadence='long', quarter=10).download()" @@ -114,9 +128,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:49.759180Z", + "iopub.status.busy": "2024-05-01T13:48:49.759001Z", + "iopub.status.idle": "2024-05-01T13:48:50.196987Z", + "shell.execute_reply": "2024-05-01T13:48:50.196406Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_example.plot();" ] @@ -139,9 +171,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:50.228219Z", + "iopub.status.busy": "2024-05-01T13:48:50.228003Z", + "iopub.status.idle": "2024-05-01T13:48:50.724611Z", + "shell.execute_reply": "2024-05-01T13:48:50.724042Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_example.plot(aperture_mask='pipeline');" ] @@ -218,8 +268,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:50.727158Z", + "iopub.status.busy": "2024-05-01T13:48:50.726824Z", + "iopub.status.idle": "2024-05-01T13:48:52.312866Z", + "shell.execute_reply": "2024-05-01T13:48:52.312324Z" + } + }, "outputs": [], "source": [ "tpf = lk.search_targetpixelfile(\"KIC 2437317\", mission=\"Kepler\", cadence=\"long\", quarter=10).download(quality_bitmask=\"hard\")" @@ -237,9 +294,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:52.315318Z", + "iopub.status.busy": "2024-05-01T13:48:52.315043Z", + "iopub.status.idle": "2024-05-01T13:48:52.743263Z", + "shell.execute_reply": "2024-05-01T13:48:52.742653Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf.plot(aperture_mask='pipeline');" ] @@ -277,9 +370,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:53.209580Z", + "iopub.status.busy": "2024-05-01T13:48:53.209209Z", + "iopub.status.idle": "2024-05-01T13:48:53.483180Z", + "shell.execute_reply": "2024-05-01T13:48:53.482566Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "lc = tpf.to_lightcurve(aperture_mask=\"pipeline\")\n", "lc.plot();" @@ -317,9 +428,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 9, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:53.485527Z", + "iopub.status.busy": "2024-05-01T13:48:53.485164Z", + "iopub.status.idle": "2024-05-01T13:48:53.845665Z", + "shell.execute_reply": "2024-05-01T13:48:53.845061Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "ax = tpf.to_lightcurve(aperture_mask = 'pipeline').normalize().plot(label='pipeline', linewidth=2);\n", "tpf.to_lightcurve(aperture_mask = 'threshold').normalize().plot(ax=ax, label='threshold', linewidth=2);\n", @@ -340,9 +469,30 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:53.847927Z", + "iopub.status.busy": "2024-05-01T13:48:53.847580Z", + "iopub.status.idle": "2024-05-01T13:48:53.855415Z", + "shell.execute_reply": "2024-05-01T13:48:53.854944Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, False, False, False, False],\n", + " [False, False, False, False, False],\n", + " [False, False, False, True, False],\n", + " [False, False, False, False, False]])" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "tpf.create_threshold_mask()" ] @@ -361,9 +511,30 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 11, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:53.857616Z", + "iopub.status.busy": "2024-05-01T13:48:53.857289Z", + "iopub.status.idle": "2024-05-01T13:48:53.864394Z", + "shell.execute_reply": "2024-05-01T13:48:53.863947Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, False, False, False, False],\n", + " [False, False, True, True, False],\n", + " [False, False, True, True, False],\n", + " [False, False, False, False, False]])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "custom_threshold_mask = tpf.create_threshold_mask(threshold=1)\n", "custom_threshold_mask" @@ -381,9 +552,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 12, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:53.866371Z", + "iopub.status.busy": "2024-05-01T13:48:53.866051Z", + "iopub.status.idle": "2024-05-01T13:48:54.265849Z", + "shell.execute_reply": "2024-05-01T13:48:54.265252Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "ax = tpf.to_lightcurve(aperture_mask='pipeline').normalize().plot(label='pipeline', alpha=.3)\n", "tpf.to_lightcurve(aperture_mask='threshold').normalize().plot(ax=ax, label='threshold', alpha=.3)\n", @@ -417,8 +606,15 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 13, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:54.268282Z", + "iopub.status.busy": "2024-05-01T13:48:54.267851Z", + "iopub.status.idle": "2024-05-01T13:48:56.212730Z", + "shell.execute_reply": "2024-05-01T13:48:56.212212Z" + } + }, "outputs": [], "source": [ "tpf_crowded = lk.search_targetpixelfile(\"KIC 2437901\", mission=\"Kepler\", cadence=\"long\", quarter=10).download(quality_bitmask=\"hard\")" @@ -426,9 +622,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 14, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:56.215029Z", + "iopub.status.busy": "2024-05-01T13:48:56.214827Z", + "iopub.status.idle": "2024-05-01T13:48:56.636667Z", + "shell.execute_reply": "2024-05-01T13:48:56.636097Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_crowded.plot(aperture_mask='pipeline');" ] @@ -445,9 +659,33 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 15, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:56.639138Z", + "iopub.status.busy": "2024-05-01T13:48:56.638748Z", + "iopub.status.idle": "2024-05-01T13:48:56.649139Z", + "shell.execute_reply": "2024-05-01T13:48:56.648605Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, False, False, False],\n", + " [False, False, False, True, True, True, False, False],\n", + " [False, False, False, True, True, False, False, False],\n", + " [False, False, False, True, True, False, False, False],\n", + " [False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, False, False, False]])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "tpf_crowded.create_threshold_mask(threshold=1)" ] @@ -464,9 +702,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 16, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:56.651440Z", + "iopub.status.busy": "2024-05-01T13:48:56.651047Z", + "iopub.status.idle": "2024-05-01T13:48:57.081600Z", + "shell.execute_reply": "2024-05-01T13:48:57.081023Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_crowded.plot(aperture_mask=tpf_crowded.create_threshold_mask(threshold=1));" ] @@ -483,9 +739,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 17, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:57.083898Z", + "iopub.status.busy": "2024-05-01T13:48:57.083705Z", + "iopub.status.idle": "2024-05-01T13:48:57.505060Z", + "shell.execute_reply": "2024-05-01T13:48:57.504489Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "custom_mask = tpf_crowded.create_threshold_mask(threshold=1, reference_pixel=(7,7))\n", "tpf_crowded.plot(aperture_mask=custom_mask);" @@ -503,9 +777,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 18, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:57.507212Z", + "iopub.status.busy": "2024-05-01T13:48:57.507032Z", + "iopub.status.idle": "2024-05-01T13:48:57.780365Z", + "shell.execute_reply": "2024-05-01T13:48:57.779761Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "lc_background_star = tpf_crowded.to_lightcurve(aperture_mask=custom_mask)\n", "lc_background_star.plot();" @@ -537,9 +829,33 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 19, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:57.782649Z", + "iopub.status.busy": "2024-05-01T13:48:57.782297Z", + "iopub.status.idle": "2024-05-01T13:48:57.805704Z", + "shell.execute_reply": "2024-05-01T13:48:57.805253Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, False, False, False],\n", + " [False, False, False, False, False, True, True, True],\n", + " [False, False, False, False, False, True, True, True],\n", + " [False, False, False, False, False, True, True, True]])" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "custom_mask = np.zeros((tpf_crowded[0].shape[1:]), dtype='bool')\n", "custom_mask[-3:,5:] = True\n", @@ -559,9 +875,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 20, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:57.807660Z", + "iopub.status.busy": "2024-05-01T13:48:57.807370Z", + "iopub.status.idle": "2024-05-01T13:48:58.341487Z", + "shell.execute_reply": "2024-05-01T13:48:58.340900Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_crowded.plot(aperture_mask=custom_mask);" ] @@ -582,17 +916,42 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 21, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:58.343687Z", + "iopub.status.busy": "2024-05-01T13:48:58.343341Z", + "iopub.status.idle": "2024-05-01T13:48:58.787577Z", + "shell.execute_reply": "2024-05-01T13:48:58.786984Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_crowded.plot();" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "execution_count": 22, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:58.789760Z", + "iopub.status.busy": "2024-05-01T13:48:58.789412Z", + "iopub.status.idle": "2024-05-01T13:48:58.862032Z", + "shell.execute_reply": "2024-05-01T13:48:58.861494Z" + } + }, "outputs": [], "source": [ "tpf_cut = tpf_crowded.cutout(center=(8,7))" @@ -600,9 +959,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 23, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:58.864434Z", + "iopub.status.busy": "2024-05-01T13:48:58.864102Z", + "iopub.status.idle": "2024-05-01T13:48:59.260861Z", + "shell.execute_reply": "2024-05-01T13:48:59.260364Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_cut.plot();" ] @@ -619,9 +996,29 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 24, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:59.263015Z", + "iopub.status.busy": "2024-05-01T13:48:59.262680Z", + "iopub.status.idle": "2024-05-01T13:48:59.268988Z", + "shell.execute_reply": "2024-05-01T13:48:59.268552Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, False, False],\n", + " [False, True, False],\n", + " [False, False, False]])" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "tpf_cut.create_threshold_mask(threshold=1)" ] @@ -638,9 +1035,29 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 25, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:59.270982Z", + "iopub.status.busy": "2024-05-01T13:48:59.270664Z", + "iopub.status.idle": "2024-05-01T13:48:59.292738Z", + "shell.execute_reply": "2024-05-01T13:48:59.292295Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[False, True, False],\n", + " [False, True, True],\n", + " [False, True, False]])" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "cut_mask = np.zeros(tpf_cut[0].shape[1:], dtype='bool')\n", "cut_mask[:,1] = True\n", @@ -651,18 +1068,54 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 26, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:59.294593Z", + "iopub.status.busy": "2024-05-01T13:48:59.294302Z", + "iopub.status.idle": "2024-05-01T13:48:59.700177Z", + "shell.execute_reply": "2024-05-01T13:48:59.699588Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "tpf_cut.plot(aperture_mask=cut_mask);" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 27, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:48:59.702368Z", + "iopub.status.busy": "2024-05-01T13:48:59.702061Z", + "iopub.status.idle": "2024-05-01T13:49:00.087395Z", + "shell.execute_reply": "2024-05-01T13:49:00.086838Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "lc_background_star_cut = tpf_cut.to_lightcurve(aperture_mask=cut_mask)\n", "lc_background_star_cut.plot();" @@ -718,9 +1171,211 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 28, + "metadata": { + "execution": { + "iopub.execute_input": "2024-05-01T13:49:00.089683Z", + "iopub.status.busy": "2024-05-01T13:49:00.089500Z", + "iopub.status.idle": "2024-05-01T13:49:00.093493Z", + "shell.execute_reply": "2024-05-01T13:49:00.093064Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + "\n", + "

\n", + " When using Lightkurve, we kindly request that you cite the following packages:\n", + "

    \n", + "
  • \n", + " lightkurve\n", + " \n", + "
  • \n", + "
  • \n", + " astropy\n", + " \n", + "
  • \n", + "
  • \n", + " astroquery\n", + " \n", + " — if you are using search_lightcurve() or search_targetpixelfile().\n", + "
  • \n", + "
  • \n", + " tesscut\n", + " \n", + " — if you are using search_tesscut().\n", + "
  • \n", + "
\n", + "

\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "lk.show_citation_instructions()" ] @@ -738,7 +1393,16 @@ ], "metadata": { "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" } }, "nbformat": 4, diff --git a/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.html b/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.html index 7132400a2..f71025b73 100644 --- a/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.html +++ b/notebooks/Kepler/lightkurve_custom_aperture_photometry/lightkurve_custom_aperture_photometry.html @@ -692,9 +692,9 @@

ImportsLightkurve for downloading and handling Kepler data throughout this tutorial. We’ll also use NumPy to handle arrays for aperture masks.

-
import lightkurve as lk
+
import lightkurve as lk
 import numpy as np
-%matplotlib inline
+%matplotlib inline
 
@@ -715,17 +715,20 @@

1.2 Aperture photometryLet’s have a look at a TPF to see what a star actually looks like in Kepler pixel data. The following line of code downloads the 30-minute long cadence light curve for KIC 7461601 from MAST. You can read more about using Lightkurve to download data in a separate tutorial.

-
tpf_example = lk.search_targetpixelfile("KIC 7461601", mission="Kepler", cadence='long', quarter=10).download()
+
tpf_example = lk.search_targetpixelfile("KIC 7461601", mission="Kepler", cadence='long', quarter=10).download()
 
-
tpf_example.plot();
+
tpf_example.plot();
 
+
+../../../_images/4ad215e9759ffb7b0513296481b5be5ff7e4487e3749592ef47724a045bbeaba.png +

You can see how the light from this star is spread out across the TPF. The process of choosing which pixels to use for photometry is referred to as defining an aperture. By adding together the flux in multiple pixels, we get a more accurate measurement of the object’s brightness.

TPFs are designed to be big enough such that the vast majority of a target’s flux is captured within the available pixels. Because light from a star doesn’t spread out like a rectangle (we’ll talk about this more below), each TPF has pixels which we won’t need to use for our photometry. In the example above, the star has a Kepler magnitude of 13.4; this is analogous to a visual magnitude, and defined based on higher resolution photometry taken prior to the Kepler mission. For a star this bright, we can pick out six pixels by eye that almost certainly contain signal. Fainter targets are spread out across fewer pixels, and brighter targets may cover well over 20 pixels. Extremely bright targets will saturate the detector, making it very hard to perform photometry on them. We won’t be covering saturated stars in this tutorial; if you’re interested in working with them, the Halophot Python package is a good place to start.

@@ -733,10 +736,13 @@

1.2 Aperture photometryThis is what the aperture used by the Kepler pipeline looks like for our example star:

-
tpf_example.plot(aperture_mask='pipeline');
+
tpf_example.plot(aperture_mask='pipeline');
 
+
+../../../_images/40c931f39e38ae1b21a38dda94f47234f7becf4d123b49a7e152b08c21f661fa.png +

You might not expect the star’s aperture to be this shape — stars are point sources, after all. In many cases, stars in Kepler will look circular, as we’d expect. However, at the edge of the focal plane, some targets may appear smeared in one direction. And even for a star with circular spread, the aperture may be a different shape. The way the spread of light interacts with the detector is defined by something called the point spread function (PSF), or pixel response function (PRF). Kepler’s PSF/PRF is described in detail in Section 3.5 of the Kepler Instrument Handbook.

We’ve looked at a basic example in this section, but as we’ll see later in this tutorial, it can be hard to determine the best aperture for a given target by eye. Choosing the best aperture for your target can be something of a balancing act: using a larger aperture will minimize the effects of PSF changes and spacecraft motion, but conversely it increases the presence of shot noise. This is why Kepler and K2 data were processed with an “optimal aperture.” Brightness, PSF, shot noise, crowding, and many other factors went into predicting the optimal aperture for producing a SAP or PDCSAP light curve with NASA’s Kepler and K2 pipelines. You can read more about the process of creating these apertures in Smith et al., 2016, which is equivalent to Chapter 7 of the Kepler Data Processing Handbook.

@@ -763,7 +769,7 @@

2.1 Doing photometry with the pipeline apertureReinhold & Gizon, 2015). We’re downloading Quarter 10, as there was minimal data loss during this quarter (Kepler Data Characteristics Manual, Section 4.1).

-
tpf = lk.search_targetpixelfile("KIC 2437317", mission="Kepler", cadence="long", quarter=10).download(quality_bitmask="hard")
+
tpf = lk.search_targetpixelfile("KIC 2437317", mission="Kepler", cadence="long", quarter=10).download(quality_bitmask="hard")
 
@@ -771,28 +777,37 @@

2.1 Doing photometry with the pipeline aperture
-
tpf.plot();
+
tpf.plot();
 
+
+../../../_images/86f83e2c8432d6ff15ae6950c682741f22676e504f7a52b1d0a61278d74178b6.png +

Notice that this TPF is more crowded than the one we looked at in Section 1. We can still point out which pixels probably contain the star’s signal, and which ones are dominated by noise. However, there’s also a background star in this TPF: the bright pixel to the left. We want to avoid picking up signal from that star.

We can use Lightkurve to plot the pipeline aperture:

-
tpf.plot(aperture_mask='pipeline');
+
tpf.plot(aperture_mask='pipeline');
 
+
+../../../_images/95198519b3286fd7cad4d1cac439d4aecad1024432855aea21097fdf593d9150.png +

The pipeline aperture is small in this case, but it avoids capturing any light from the background star. Now we can generate the light curve that results from using that aperture as follows:

-
lc = tpf.to_lightcurve(aperture_mask="pipeline")
+
lc = tpf.to_lightcurve(aperture_mask="pipeline")
 lc.plot();
 
+
+../../../_images/b31cf510535e36e1f2bc2410520f1dfcd074c59fe9646f32e4244382270d954d.png +

The signal you can see here is caused by rotational modulation.

Notice the spikes around 935 and 970 days. These coincide with breaks in the data collection during which Kepler was pointed at Earth to downlink data. These breaks are associated with small focus changes of the Kepler telescope, which are caused by the thermal effects associated with pointing Kepler’s antenna towards Earth. These artifical peaks are a form of systematic noise. We’ll see more evidence of systematic noise in the light curves we look at throughout this tutorial. As we’re only focused on performing photometry, we won’t do any light curve corrections to remove such noise, but you can read more about how to do so in other tutorials.

@@ -808,18 +823,29 @@

2.2 Adjusting the aperture
-
ax = tpf.to_lightcurve(aperture_mask = 'pipeline').normalize().plot(label='pipeline', linewidth=2);
+
ax = tpf.to_lightcurve(aperture_mask = 'pipeline').normalize().plot(label='pipeline', linewidth=2);
 tpf.to_lightcurve(aperture_mask = 'threshold').normalize().plot(ax=ax, label='threshold', linewidth=2);
 tpf.to_lightcurve(aperture_mask = 'all').normalize().plot(ax=ax, label='all', linewidth=2);
 
+
+../../../_images/0ad3ca2ce5b25865b7f7a26ede16e46f5b9a44922b9989c450fd17bf31913962.png +

Our star is fairly bright, with a Kepler magnitude of 14.6, so we don’t see much variation in the noise levels between these three light curves. But as you can see, using all of the pixels means including light from the background star which dilutes our star’s signal, making the rotation harder to detect by eye. On the other hand, using all of the pixels reduces the systematic noise near days 935 and 970, because telescope focus changes have less impact when a large aperture mask is used.

The threshold mask light curve looks less diluted than the one using all of the pixels, but it still looks markedly different from the light curve from the pipeline aperture. We can use another of Lightkurve’s functions to see why this is the case:

-
tpf.create_threshold_mask()
+
tpf.create_threshold_mask()
+
+
+
+
+
array([[False, False, False, False, False],
+       [False, False, False, False, False],
+       [False, False, False,  True, False],
+       [False, False, False, False, False]])
 
@@ -828,22 +854,33 @@

2.2 Adjusting the aperturecreate_threshold_mask() function and try to reproduce the pipeline mask. Keeping in mind that the TPF we looked at above has many more bright pixels than faint ones, we can expect a bright median, so let’s try using a lower threshold:

-
custom_threshold_mask = tpf.create_threshold_mask(threshold=1)
+
custom_threshold_mask = tpf.create_threshold_mask(threshold=1)
 custom_threshold_mask
 
+
+
array([[False, False, False, False, False],
+       [False, False,  True,  True, False],
+       [False, False,  True,  True, False],
+       [False, False, False, False, False]])
+
+
+

Now we’ve recreated the pipeline mask, which we can use to perform photometry again. As we’d expect, it produces the same results as the pipeline mask:

-
ax = tpf.to_lightcurve(aperture_mask='pipeline').normalize().plot(label='pipeline', alpha=.3)
+
ax = tpf.to_lightcurve(aperture_mask='pipeline').normalize().plot(label='pipeline', alpha=.3)
 tpf.to_lightcurve(aperture_mask='threshold').normalize().plot(ax=ax, label='threshold', alpha=.3)
 tpf.to_lightcurve(aperture_mask='all').normalize().plot(ax=ax, label='all', alpha=.3)
 tpf.to_lightcurve(aperture_mask=custom_threshold_mask).normalize().plot(ax=ax, label='custom threshold', linewidth=2);
 
+
+../../../_images/65e5967d5c145ba4eacc5ec834da053620cd5c2c0b487e0cf9e6d78bd60440a2.png +
@@ -855,22 +892,36 @@

3.1 Creating a custom threshold aperture with Lightkurve
-
tpf_crowded = lk.search_targetpixelfile("KIC 2437901", mission="Kepler", cadence="long", quarter=10).download(quality_bitmask="hard")
+
tpf_crowded = lk.search_targetpixelfile("KIC 2437901", mission="Kepler", cadence="long", quarter=10).download(quality_bitmask="hard")
 
-
tpf_crowded.plot(aperture_mask='pipeline');
+
tpf_crowded.plot(aperture_mask='pipeline');
 
+
+../../../_images/b09c0ac2c215899a31cc9898acf9b21db401a5815018adaabc7b89b5eeed8e08.png +

We’re going to focus on that star in the top right. It’s not captured in the pipeline aperture, but it’s a serendipitous find in the TPF, so we can perform our own photometry on it with a custom aperture. Let’s see what the threshold mask looks like for this TPF:

-
tpf_crowded.create_threshold_mask(threshold=1)
+
tpf_crowded.create_threshold_mask(threshold=1)
+
+
+
+
+
array([[False, False, False, False, False, False, False, False],
+       [False, False, False, False, False, False, False, False],
+       [False, False, False,  True,  True,  True, False, False],
+       [False, False, False,  True,  True, False, False, False],
+       [False, False, False,  True,  True, False, False, False],
+       [False, False, False, False, False, False, False, False],
+       [False, False, False, False, False, False, False, False]])
 
@@ -878,28 +929,37 @@

3.1 Creating a custom threshold aperture with Lightkurve

-
custom_mask = np.zeros((tpf_crowded[0].shape[1:]), dtype='bool')
+
custom_mask = np.zeros((tpf_crowded[0].shape[1:]), dtype='bool')
 custom_mask[-3:,5:] = True
 
 custom_mask
 
+
+
array([[False, False, False, False, False, False, False, False],
+       [False, False, False, False, False, False, False, False],
+       [False, False, False, False, False, False, False, False],
+       [False, False, False, False, False, False, False, False],
+       [False, False, False, False, False,  True,  True,  True],
+       [False, False, False, False, False,  True,  True,  True],
+       [False, False, False, False, False,  True,  True,  True]])
+
+
+

Let’s plot the custom mask on top of the TPF. Notice that the y-axis in our array appears reversed, as described above. When handling images and NumPy arrays, it’s good practice to plot them every time, and make sure you’re seeing what you expect.

-
tpf_crowded.plot(aperture_mask=custom_mask);
+
tpf_crowded.plot(aperture_mask=custom_mask);
 
+
+../../../_images/97d68534d557fc58be63c44bf0067e35d6523e9fdcee2c38a19db8c4a87ae52f.png +
@@ -932,29 +1006,42 @@

3.3 “Cutting out” a background star

@@ -1004,10 +1104,194 @@

Citing Lightkurve and Astropylightkurve or astropy for published research, please cite the authors. Click the buttons below to copy BibTeX entries to your clipboard.

-
lk.show_citation_instructions()
+
lk.show_citation_instructions()
 
+
+
+ + + + + + + + + + + + + +

+ When using Lightkurve, we kindly request that you cite the following packages: +

+

+ +
Space Telescope Logo diff --git a/searchindex.js b/searchindex.js index 6d75eceba..609df152c 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["README", "contributing/CODE_OF_CONDUCT", "contributing/CONTRIBUTING", "contributing/notebook_template/notebook_template", "intro", "notebooks/GALEX/mis-mosaic/mis_mosaic", "notebooks/GALEX/mis_mosaic/mis_mosaic", "notebooks/HSC/HCV", "notebooks/HSC/HCV_API/HCV_API_demo", "notebooks/HSC/HCV_CASJOBS/HCV_casjobs_demo", "notebooks/HSC/HSCV3_API/hscv3_api", "notebooks/HSC/HSCV3_SMC_API/hscv3_smc_api", "notebooks/HSC/HSC_TAP/HSC_TAP", "notebooks/HSC/README", "notebooks/HSC/SWEEPS", "notebooks/HSC/SWEEPS_HSCV3P1/sweeps_hscv3p1", "notebooks/HSC/SWEEPS_HSCV3P1_API/sweeps_hscv3p1_api", "notebooks/HSC/queries", "notebooks/IUE/exploring_UV_extinction_curves/exploring_UV_extinction_curves", "notebooks/JWST/Engineering_Database_Retreival/EDB_Retrieval", 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27, 30, 31, 33, 35, 42, 43, 45, 46, 48, 50, 51, 60, 62, 66, 67, 70, 72, 74, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 90, 91, 92, 94, 95, 97], "via": [2, 8, 9, 12, 16, 20, 40, 56, 68, 79, 82, 87, 95], "mast": [2, 3, 5, 6, 9, 11, 13, 15, 17, 19, 22, 23, 24, 25, 26, 27, 35, 38, 40, 41, 42, 43, 45, 48, 49, 50, 51, 54, 55, 58, 60, 61, 62, 63, 64, 65, 66, 67, 68, 70, 71, 72, 75, 76, 77, 78, 79, 81, 82, 84, 86, 88, 90, 92, 93, 97], "more": [2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 94, 95, 96], "detail": [2, 3, 4, 5, 6, 8, 9, 11, 12, 16, 18, 19, 21, 22, 23, 24, 25, 30, 31, 32, 40, 41, 42, 43, 46, 48, 49, 50, 51, 53, 55, 56, 57, 64, 66, 67, 72, 73, 75, 76, 81, 84, 89, 92, 96, 97], "guidanc": [2, 35, 38], "handl": [2, 3, 5, 6, 12, 15, 16, 19, 31, 35, 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73, 74, 76, 77, 79, 81, 82, 84, 87, 89, 92, 93, 95, 96], "except": [2, 8, 10, 11, 15, 16, 19, 22, 23, 49, 55, 63, 72, 75, 76], "repo": 2, "gitignor": 2, "exampl": [2, 3, 8, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 50, 51, 53, 54, 55, 56, 57, 60, 66, 67, 69, 70, 71, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 94, 95, 96, 97], "diagram": [2, 16, 60], "jpg": [2, 5, 6, 57, 83, 84, 89, 91, 92], "drizzlepac": 2, "sky_match": 2, "don": [2, 15, 18, 21, 35, 40, 43, 54, 55, 58, 60, 66, 85, 93, 94], "t": [2, 3, 5, 6, 12, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 49, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 67, 71, 74, 79, 81, 82, 84, 85, 87, 92, 93, 94, 95], "forget": [2, 21], "won": [2, 5, 6, 24, 25, 26, 35, 43, 49, 54, 55, 58, 64, 65, 66, 67, 93], "push": 2, "github": [2, 9, 15, 79, 82, 85], "s": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 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33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 48, 49, 50, 51, 53, 55, 58, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 79, 81, 82, 83, 84, 85, 86, 87, 89, 90, 91, 92, 93, 94, 95, 96], "place": [2, 22, 23, 29, 31, 40, 42, 43, 55, 60, 61, 65, 70, 72, 77, 85, 94], "rememb": [2, 25, 31, 35, 60, 67, 70, 73, 77, 79, 81, 82], "usual": [2, 3, 8, 9, 15, 32, 35, 38, 40, 42, 43, 48, 53, 55, 57, 75], "most": [2, 3, 5, 6, 10, 15, 16, 21, 22, 23, 27, 31, 33, 35, 36, 37, 39, 40, 41, 43, 44, 46, 49, 53, 55, 56, 60, 63, 69, 72, 75, 77, 79, 82, 83, 85, 91, 94], "easili": [2, 22, 23, 30, 60, 68, 69, 73, 76], "found": [2, 5, 6, 7, 8, 10, 11, 12, 15, 16, 18, 20, 22, 23, 24, 27, 35, 36, 40, 44, 45, 48, 49, 50, 51, 55, 56, 60, 63, 64, 68, 70, 71, 72, 73, 75, 76, 77, 81, 83, 84, 85, 89, 91, 92, 94], "log": [2, 8, 9, 18, 30, 31, 46, 49, 64, 75, 76, 83, 91], "just": [2, 3, 5, 6, 12, 15, 18, 19, 20, 22, 23, 24, 25, 26, 30, 31, 40, 41, 42, 46, 49, 53, 55, 56, 60, 63, 64, 65, 66, 67, 68, 69, 72, 73, 74, 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54, 55, 57, 63, 64, 65, 66, 67, 69, 70, 72, 74, 75, 79, 82, 83, 84, 91, 92], "refresh": 2, "browser": [2, 60, 69], "window": [2, 10, 11, 14, 19, 21, 76, 79, 82], "previou": [2, 8, 9, 10, 11, 16, 33, 35, 55, 79, 82, 83, 91], "amend": 2, "yournotebook": 2, "automat": [2, 5, 6, 18, 21, 24, 25, 26, 27, 33, 42, 44, 49, 56, 64, 65, 66, 67], "earlier": [2, 5, 6, 27, 43, 46, 53, 55], "changelog": 2, "wish": [2, 20, 27, 44, 58, 79, 82, 93], "ll": [2, 5, 6, 12, 18, 19, 20, 21, 24, 25, 31, 32, 35, 36, 37, 38, 42, 43, 46, 47, 49, 52, 53, 54, 55, 56, 57, 58, 60, 61, 64, 66, 67, 69, 74, 76, 81, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "fix": [2, 12, 20, 22, 23, 36, 38, 40, 54, 55, 56, 58, 60, 69, 76, 85, 93, 94], "find": [2, 5, 6, 18, 20, 21, 23, 24, 25, 30, 31, 35, 36, 40, 41, 43, 44, 45, 46, 47, 48, 50, 51, 52, 53, 55, 56, 57, 62, 66, 67, 69, 70, 75, 77, 78, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 94, 95, 96], "rather": [2, 12, 16, 20, 21, 23, 37, 43, 46, 55, 60, 62, 69, 74, 75, 79, 81, 82, 83, 87, 91, 95], "thean": 2, "correctli": [2, 5, 6, 19, 57, 75, 85, 94], "hit": [2, 35, 38], "sai": [2, 18, 30, 48, 50, 51, 60], "successfulli": [2, 27, 33, 35], "finish": [2, 3, 8, 9, 75, 84, 92], "off": [2, 35, 37, 48, 55, 57, 58, 60, 61, 72, 83, 84, 85, 87, 91, 92, 93, 94, 95], "7": [2, 7, 8, 9, 12, 15, 16, 18, 22, 23, 26, 27, 31, 35, 36, 37, 38, 42, 43, 45, 46, 48, 53, 55, 60, 63, 64, 66, 67, 70, 71, 72, 75, 76, 77, 79, 82, 85, 94], "abil": [2, 12, 27, 35, 36, 39, 44, 84, 92], "cannot": [2, 27, 36, 43, 76, 79, 82], "simpler": [2, 12, 16, 56, 57, 69], "avail": [2, 4, 8, 9, 11, 12, 15, 20, 21, 22, 23, 27, 32, 33, 35, 36, 37, 40, 41, 42, 43, 49, 53, 54, 55, 57, 58, 60, 62, 63, 64, 68, 71, 72, 75, 77, 78, 79, 82, 83, 87, 89, 91, 93, 95, 96], "still": [2, 8, 9, 18, 19, 21, 22, 23, 30, 32, 35, 36, 40, 43, 53, 55, 60, 61, 75, 81, 83, 91], "describ": [2, 3, 8, 9, 10, 11, 12, 15, 16, 19, 20, 22, 26, 27, 32, 37, 40, 43, 44, 45, 46, 55, 56, 60, 65, 69, 72, 73, 75], "instead": [2, 3, 8, 9, 18, 21, 24, 30, 31, 32, 40, 41, 42, 46, 55, 60, 62, 69, 70, 71, 72, 73, 74, 81, 84, 85, 87, 92, 94, 95], "merg": [2, 84, 92], "singl": [2, 3, 5, 6, 8, 9, 10, 12, 15, 16, 19, 27, 36, 38, 40, 41, 43, 44, 49, 50, 56, 57, 60, 63, 64, 69, 73, 74, 75, 78, 79, 81, 82, 84, 89, 92, 96], "disadvantag": 2, "eras": 2, "whole": [2, 10, 11, 36, 40, 53, 60, 69, 74], "implement": [2, 27, 30, 31, 33, 53, 55, 58, 93], "readi": [2, 18, 51, 55, 60, 79, 82, 83, 91], "click": [2, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 51, 53, 54, 60, 81], "downward": [2, 35], "point": [2, 8, 9, 11, 12, 15, 16, 18, 19, 20, 21, 24, 25, 26, 27, 31, 32, 33, 36, 37, 38, 40, 42, 43, 44, 49, 51, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 69, 72, 75, 76, 79, 81, 82, 83, 84, 85, 91, 92, 93, 94], "arrow": [2, 31, 36, 44, 85], "choos": [2, 5, 6, 20, 21, 22, 23, 27, 48, 53, 57, 60, 68, 72, 74, 75, 79, 81, 82, 85, 89, 94, 96], "doubl": [2, 27, 30, 53, 60], "pass": [2, 18, 19, 27, 33, 35, 38, 40, 41, 43, 45, 46, 58, 60, 61, 76, 79, 81, 82, 83, 91, 93], "That": [2, 8, 9, 19, 22, 23, 41, 42, 53, 55, 57, 60, 72, 74], "techniqu": [2, 53], "must": [2, 8, 9, 10, 11, 12, 15, 16, 20, 21, 22, 23, 30, 32, 44, 53, 54, 55, 57, 58, 60, 68, 69, 74, 75, 79, 81, 82, 89, 93, 96], "build": [2, 35, 42, 58, 93], "three": [3, 10, 19, 20, 27, 31, 35, 36, 37, 38, 41, 42, 43, 44, 46, 55, 57, 58, 63, 74, 77, 81, 84, 88, 90, 92, 93], "five": [3, 5, 6, 8, 9, 20, 21, 27, 32, 36, 40, 57, 73, 77, 81, 84, 87, 92, 95], "bloom": 3, "taxonomi": 3, "By": [3, 5, 6, 18, 21, 27, 30, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 53, 54, 55, 57, 60, 69, 75, 79, 81, 82, 85, 89, 94, 96], "end": [3, 5, 6, 18, 19, 21, 24, 25, 26, 27, 30, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 53, 54, 55, 60, 65, 66, 67, 69, 74, 75, 79, 81, 82, 83, 85, 87, 89, 91, 94, 95, 96], "apertur": [3, 5, 6, 22, 23, 27, 28, 35, 36, 37, 38, 39, 40, 42, 44, 53, 60, 61, 70, 73, 74, 76, 77, 79, 81, 82], "photometri": [3, 8, 9, 10, 11, 16, 24, 27, 28, 35, 36, 37, 38, 39, 40, 42, 44, 45, 50, 51, 53, 56, 60, 61, 66, 72], "turn": [3, 27, 30, 32, 40, 41, 42, 43, 45, 62, 83, 87, 91, 95], "seri": [3, 19, 20, 22, 23, 24, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 50, 53, 54, 60, 66, 68, 69, 72, 73, 75, 76, 78], "dimension": [3, 41, 43, 48, 55], "imag": [3, 4, 12, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 39, 40, 41, 42, 43, 44, 46, 51, 54, 55, 56, 58, 59, 60, 61, 62, 64, 66, 67, 71, 72, 74, 79, 80, 81, 82, 83, 85, 87, 89, 91, 93, 94, 95, 96, 97], "abl": [3, 5, 6, 12, 18, 20, 21, 27, 30, 32, 33, 35, 36, 37, 38, 40, 41, 43, 44, 45, 46, 51, 53, 54, 55, 56, 58, 69, 74, 75, 79, 81, 82, 85, 93, 94], "kepler": [3, 4, 24, 25, 26, 27, 29, 31, 32, 34, 35, 37, 38, 39, 44, 52, 54, 56, 62, 64, 71, 72, 76, 81, 83, 89, 91, 97], "k2": [3, 4, 37, 38, 39, 41, 42, 43, 44, 53, 71, 81, 83, 91, 97], "target": [3, 5, 6, 8, 9, 10, 11, 21, 24, 27, 28, 29, 30, 33, 35, 36, 37, 38, 39, 40, 42, 43, 49, 51, 53, 54, 57, 62, 63, 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54, 55, 60, 61, 74, 85, 87, 94, 95], "ouput": 2, "befor": [2, 3, 8, 21, 22, 23, 24, 25, 26, 27, 31, 35, 37, 38, 40, 41, 42, 43, 53, 54, 55, 57, 58, 60, 61, 72, 74, 76, 79, 82, 83, 84, 85, 91, 92, 93, 94], "requir": [2, 5, 6, 8, 9, 10, 11, 15, 16, 18, 19, 20, 21, 30, 31, 32, 33, 35, 38, 40, 41, 42, 44, 45, 46, 49, 54, 56, 57, 58, 61, 64, 68, 73, 76, 79, 81, 82, 85, 87, 93, 94, 95], "txt": [2, 74, 79, 82], "next": [2, 3, 12, 19, 20, 21, 22, 23, 30, 31, 32, 35, 43, 46, 48, 50, 51, 53, 55, 57, 60, 63, 69, 73, 74, 83, 84, 85, 87, 91, 92, 94, 95], "line": [2, 3, 12, 18, 19, 21, 25, 31, 32, 37, 38, 40, 41, 43, 48, 49, 50, 51, 53, 54, 55, 58, 60, 64, 66, 67, 70, 71, 74, 75, 77, 79, 81, 82, 93], "separ": [2, 15, 16, 19, 22, 23, 30, 38, 40, 42, 43, 48, 49, 56, 58, 60, 63, 69, 71, 72, 75, 79, 82, 85, 89, 93, 94], "packag": [2, 3, 9, 12, 13, 15, 18, 20, 22, 23, 27, 29, 30, 31, 32, 33, 35, 36, 37, 39, 40, 41, 42, 43, 44, 45, 46, 50, 54, 55, 56, 57, 61, 68, 69, 72, 74, 75, 76, 79, 80, 81, 82, 83, 85, 91, 94], "pip": [2, 8, 9, 10, 11, 15, 16, 55, 73], "convent": [2, 24, 26, 31, 43, 65], "known": [2, 12, 22, 23, 24, 25, 27, 31, 32, 33, 35, 37, 38, 43, 44, 46, 49, 53, 54, 60, 63, 64, 66, 67, 68, 74, 81, 84, 85, 92, 94], "good": [2, 3, 5, 6, 8, 9, 18, 22, 23, 27, 29, 30, 31, 32, 33, 35, 43, 53, 55, 56, 57, 66, 69, 71, 72, 75, 81, 85, 94], "version": [2, 10, 11, 12, 18, 31, 33, 45, 46, 48, 55, 57, 63, 71, 73, 77, 79, 81, 82, 83, 91], "e": [2, 3, 5, 6, 8, 9, 10, 11, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 44, 45, 46, 49, 54, 55, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 72, 73, 74, 75, 76, 77, 79, 82, 89, 93, 96], "g": [2, 8, 9, 10, 11, 15, 16, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 49, 54, 55, 56, 57, 58, 60, 64, 65, 66, 67, 74, 75, 89, 93, 96], "wrote": [2, 72], "numpi": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 22, 24, 25, 26, 31, 33, 35, 36, 37, 38, 40, 41, 45, 46, 48, 49, 50, 53, 55, 56, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 74, 75, 76, 77, 79, 81, 82, 85, 93, 94], "v1": [2, 58, 93], "14": [2, 8, 9, 11, 15, 16, 26, 35, 37, 42, 43, 45, 48, 53, 55, 56, 60, 61, 63, 68, 70, 72, 75, 77, 79, 82, 85, 89, 94], "0": [2, 3, 5, 6, 8, 9, 10, 11, 13, 15, 16, 18, 19, 20, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 57, 58, 60, 61, 63, 64, 65, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "1": [2, 3, 5, 6, 8, 9, 10, 11, 12, 13, 16, 18, 19, 20, 21, 24, 25, 26, 28, 42, 48, 49, 50, 51, 57, 58, 60, 63, 64, 65, 66, 67, 68, 70, 73, 74, 75, 76, 77, 79, 82, 84, 85, 87, 92, 93, 94, 95], "A": [2, 3, 5, 6, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 27, 28, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 47, 48, 51, 52, 53, 54, 55, 60, 62, 73, 74, 75, 76, 79, 82, 83, 85, 91, 94], "discourag": [2, 85, 94], "occur": [2, 27, 30, 35, 37, 38, 44, 45, 46, 54, 66, 74], 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49, 50, 51, 53, 56, 58, 60, 61, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 79, 81, 82, 84, 87, 89, 92, 93, 95, 96], "except": [2, 8, 10, 11, 15, 16, 19, 22, 23, 49, 55, 63, 72, 75, 76], "repo": 2, "gitignor": 2, "exampl": [2, 3, 8, 9, 10, 11, 12, 18, 19, 20, 21, 22, 23, 24, 25, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 50, 51, 53, 54, 55, 56, 57, 60, 66, 67, 69, 70, 71, 75, 76, 77, 79, 81, 82, 83, 84, 85, 87, 89, 91, 92, 94, 95, 96, 97], "diagram": [2, 16, 60], "jpg": [2, 5, 6, 57, 83, 84, 89, 91, 92], "drizzlepac": 2, "sky_match": 2, "don": [2, 15, 18, 21, 35, 40, 43, 54, 55, 58, 60, 66, 85, 93, 94], "t": [2, 3, 5, 6, 12, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 41, 42, 43, 44, 45, 46, 48, 49, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 67, 71, 74, 79, 81, 82, 84, 85, 87, 92, 93, 94, 95], "forget": [2, 21], "won": [2, 5, 6, 24, 25, 26, 35, 43, 49, 54, 55, 58, 64, 65, 66, 67, 93], "push": 2, "github": [2, 9, 15, 79, 82, 85], "s": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 32, 33, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "us": [2, 3, 5, 6, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 29, 32, 35, 36, 37, 38, 39, 42, 44, 47, 48, 49, 50, 52, 53, 55, 57, 58, 59, 62, 64, 65, 66, 71, 72, 73, 74, 78, 79, 80, 82, 84, 85, 86, 87, 90, 92, 93, 94, 95], "web": [2, 8, 9, 10, 12, 15, 16, 19, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 42, 43, 44, 45, 46, 54, 56, 57, 58, 60, 69, 75, 79, 82, 93], "site": [2, 12, 21, 32, 35, 36, 45, 56, 58, 61, 71, 93], "Be": [2, 3, 21, 27, 30, 32, 33, 35, 36, 37, 40, 41, 43, 44, 45, 46, 53, 54, 81, 85, 87, 94, 95], "descript": [2, 3, 4, 10, 11, 12, 16, 18, 20, 21, 22, 23, 27, 29, 30, 34, 39, 45, 47, 48, 49, 50, 51, 52, 55, 59, 62, 64, 69, 72, 73, 74, 78, 80, 83, 85, 88, 90, 91, 94], "suffici": [2, 12, 43, 55, 75], "someon": 2, "understand": [2, 3, 5, 6, 18, 21, 27, 30, 31, 33, 34, 35, 36, 37, 38, 39, 41, 42, 43, 44, 45, 46, 50, 53, 54, 55, 58, 60, 72, 74, 75, 81, 83, 85, 91, 93, 94], "context": [2, 3, 9, 15, 19, 35, 43], "onc": [2, 18, 19, 20, 21, 26, 35, 45, 49, 53, 58, 63, 69, 72, 74, 75, 76, 83, 91, 93], "ve": [2, 3, 5, 6, 25, 27, 30, 35, 36, 43, 46, 48, 50, 51, 53, 55, 58, 67, 74, 76, 79, 81, 82, 85, 89, 93, 94, 96], "ci": [2, 8, 9, 11, 12, 13, 16], "test": [2, 10, 12, 15, 19, 31, 35, 55, 56, 57, 75, 76, 81, 89, 96], "run": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 27, 35, 37, 43, 44, 48, 50, 53, 56, 57, 58, 61, 63, 69, 70, 72, 74, 76, 77, 83, 84, 85, 87, 89, 91, 92, 93, 94, 95, 96], "chang": [2, 5, 6, 15, 16, 18, 19, 20, 25, 26, 27, 30, 32, 33, 35, 37, 38, 40, 41, 42, 43, 44, 46, 48, 49, 50, 52, 55, 58, 60, 61, 65, 67, 70, 72, 73, 74, 75, 76, 79, 82, 85, 87, 93, 94, 95], "actual": [2, 3, 5, 6, 20, 22, 23, 36, 42, 43, 53, 55, 57, 75, 79, 82, 85, 87, 94, 95], "import": [2, 8, 9, 10, 11, 15, 16, 19, 22, 23, 24, 25, 49, 64, 66, 67, 71, 75], "element": [2, 3, 56, 60, 68, 69, 74, 75, 76, 79, 82, 85, 94], "hygin": 2, "referenc": [2, 15, 16, 24, 25, 66, 67, 79, 82, 89, 96], "outlin": [2, 3, 36, 37, 45], "check": [2, 3, 8, 9, 11, 15, 16, 18, 21, 25, 27, 33, 35, 36, 38, 53, 56, 57, 58, 60, 75, 76, 83, 87, 88, 90, 91, 93, 95], "desir": [2, 18, 19, 20, 21, 22, 23, 27, 30, 45, 55, 57, 70, 71, 76, 77, 83, 84, 85, 87, 91, 92, 94, 95], "becaus": [2, 5, 6, 8, 9, 11, 12, 15, 22, 23, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 46, 51, 55, 58, 60, 61, 63, 68, 73, 74, 75, 77, 79, 81, 82, 85, 93, 94], "sometim": [2, 18, 21, 22, 23, 35, 40, 46, 53, 54, 55, 58, 69, 89, 93, 96], "caus": [2, 12, 27, 30, 32, 34, 35, 36, 37, 38, 42, 43, 44, 46, 53, 54, 58, 60, 61, 65, 72, 83, 85, 87, 91, 93, 95], "quickli": [2, 12, 21, 45, 53, 76], "unmanag": 2, "track": [2, 25, 43, 53, 67], "simpli": [2, 69, 72, 73, 74, 89, 96], "delet": [2, 16], 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41, 42, 43, 44, 45, 46, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 69, 70, 72, 74, 75, 76, 77, 79, 81, 82, 84, 85, 87, 92, 93, 94, 95, 97], "advantag": [2, 36, 70, 77, 87, 95], "oppos": 2, "itself": [2, 12, 20, 30, 31, 40, 52, 53, 55, 57, 69, 79, 82], "step": [2, 5, 6, 8, 9, 10, 11, 15, 16, 18, 20, 21, 24, 25, 27, 31, 57, 58, 66, 67, 72, 75, 76, 87, 93, 95], "rel": [2, 15, 16, 18, 19, 22, 27, 30, 37, 42, 46, 49, 54, 58, 60, 61, 64, 68, 70, 72, 75, 79, 82, 93], "i": [2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 35, 36, 37, 40, 42, 43, 44, 45, 46, 49, 54, 55, 56, 57, 60, 61, 63, 64, 65, 66, 67, 68, 72, 73, 74, 75, 76, 77, 79, 82, 84, 85, 87, 92, 94, 95], "rm": [2, 30, 32, 36], "filetobedelet": 2, "record": [2, 19, 24, 25, 40, 41, 42, 62, 66, 67, 81], "sha": 2, "determin": [2, 3, 5, 6, 8, 9, 11, 19, 22, 23, 26, 27, 30, 32, 37, 43, 46, 55, 60, 65, 68, 70, 71, 72, 73, 76, 77, 85, 94], "introduc": [2, 27, 36, 40, 41, 42, 44, 46], 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25, 26, 30, 31, 40, 41, 42, 46, 49, 53, 55, 56, 60, 63, 64, 65, 66, 67, 68, 69, 72, 73, 74, 75, 77, 79, 81, 82, 83, 85, 91, 94], "trick": [2, 53], "which": [2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 77, 79, 81, 82, 84, 85, 86, 87, 89, 90, 92, 93, 94, 95, 96, 97], "basic": [2, 21, 23, 32, 33, 36, 37, 43, 46, 53, 55, 56, 60, 72, 76, 79, 81, 82, 89, 96], "mean": [2, 5, 6, 8, 9, 10, 11, 12, 16, 19, 24, 25, 27, 30, 32, 34, 35, 36, 37, 40, 41, 42, 43, 46, 53, 54, 55, 56, 60, 66, 67, 70, 71, 72, 77, 79, 81, 82, 85, 94], "abc123": 2, "would": [2, 3, 18, 20, 22, 23, 24, 25, 30, 31, 32, 35, 37, 38, 42, 43, 45, 53, 54, 55, 57, 60, 66, 69, 72, 74, 75, 83, 85, 89, 91, 94, 96], "pop": [2, 75, 79, 82], "text": [2, 8, 10, 11, 12, 16, 18, 22, 23, 26, 31, 37, 49, 63, 64, 68, 69, 70, 72, 74], "editor": 2, 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22, 26, 27, 32, 37, 40, 43, 44, 45, 46, 55, 56, 60, 65, 69, 72, 73, 75], "instead": [2, 3, 8, 9, 18, 21, 24, 30, 31, 32, 40, 41, 42, 46, 55, 60, 62, 69, 70, 71, 72, 73, 74, 81, 84, 85, 87, 92, 94, 95], "merg": [2, 84, 92], "singl": [2, 3, 5, 6, 8, 9, 10, 12, 15, 16, 19, 27, 36, 38, 40, 41, 43, 44, 49, 50, 56, 57, 60, 63, 64, 69, 73, 74, 75, 78, 79, 81, 82, 84, 89, 92, 96], "disadvantag": 2, "eras": 2, "whole": [2, 10, 11, 36, 40, 53, 60, 69, 74], "implement": [2, 27, 30, 31, 33, 53, 55, 58, 93], "readi": [2, 18, 51, 55, 60, 79, 82, 83, 91], "click": [2, 27, 30, 31, 32, 33, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 51, 53, 54, 60, 81], "downward": [2, 35], "point": [2, 8, 9, 11, 12, 15, 16, 18, 19, 20, 21, 24, 25, 26, 27, 31, 32, 33, 36, 37, 38, 40, 42, 43, 44, 49, 51, 53, 54, 55, 56, 58, 60, 61, 64, 65, 66, 69, 72, 75, 76, 79, 81, 82, 83, 84, 85, 91, 92, 93, 94], "arrow": [2, 31, 36, 44, 85], "choos": [2, 5, 6, 20, 21, 22, 23, 27, 48, 53, 57, 60, 68, 72, 74, 75, 79, 81, 82, 85, 89, 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