diff --git a/.gitignore b/.gitignore index 065fa730..4dc7c379 100644 --- a/.gitignore +++ b/.gitignore @@ -4,7 +4,10 @@ docs/_build docs/tutorials/species_config.ini docs/tutorials/species_database.hdf5 docs/tutorials/*.png +docs/tutorials/*.fits +docs/tutorials/*.dat docs/tutorials/data/* +docs/tutorials/ultranest/* docs/tutorials/.ipynb_checkpoints/* build/ dist/ diff --git a/Makefile b/Makefile index d9767c1a..bbbd5be4 100644 --- a/Makefile +++ b/Makefile @@ -43,10 +43,13 @@ clean: rm -rf .pytest_cache/ rm -rf docs/_build/ rm -rf docs/tutorials/data/ + rm -rf docs/tutorials/ultranest/ rm -rf docs/tutorials/.ipynb_checkpoints rm -f docs/tutorials/species_config.ini rm -f docs/tutorials/species_database.hdf5 rm -f docs/tutorials/*.png + rm -f docs/tutorials/*.fits + rm -f docs/tutorials/*.dat rm -rf build/ rm -rf dist/ rm -rf species.egg-info/ diff --git a/docs/tutorials.rst b/docs/tutorials.rst index b25e1435..5ac19e18 100644 --- a/docs/tutorials.rst +++ b/docs/tutorials.rst @@ -5,21 +5,21 @@ Tutorials This page contains a list of tutorials which highlight some of the functionalities of `species`. These examples are also available as `Jupyter notebook `_. Some of tutorials are still work in progress and more examples will be added in the future. Please contact Tomas Stolker if you have questions regarding a specific science case (see :ref:`about` section) or `create an issue `_ if you encounter any problems with the tutorials. -.. warning:: - The last tutorial is somewhat outdated and incomplete because `species` has been under continuous development. If anything is unclear or causes an error, then please have a look at the `API documentation `_, which is kept up-to-date, or contact Tomas Stolker (see :ref:`about` section). +.. tip:: + Details on the various classes, functions, and parameters can be found in the `API documentation `_. .. toctree:: :maxdepth: 1 tutorials/flux_magnitude.ipynb tutorials/synthetic_photometry.ipynb - tutorials/spectral_library.ipynb tutorials/color_magnitude_broadband.ipynb tutorials/color_magnitude_narrowband.ipynb tutorials/atmospheric_models.ipynb tutorials/data_model.ipynb - tutorials/flux_calibration.ipynb + tutorials/spectral_library.ipynb tutorials/fitting_model_spectra.ipynb + tutorials/flux_calibration.ipynb .. important:: A flux calibrated spectrum of Vega is used for the conversion between a flux density and magnitude. The magnitude of Vega is set to 0.03 for all filters. If needed, the magnitude of Vega can be changed with the ``vega_mag`` attribute of a ``SyntheticPhotometry`` object: diff --git a/docs/tutorials/fitting_model_spectra.ipynb b/docs/tutorials/fitting_model_spectra.ipynb index 87ba5430..b5ca6862 100644 --- a/docs/tutorials/fitting_model_spectra.ipynb +++ b/docs/tutorials/fitting_model_spectra.ipynb @@ -4,14 +4,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Fitting photometric data with model spectra" + "# Fitting data with a grid of model spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "In this tutorial, we will fit the photometric data of [beta Pic b](http://exoplanet.eu/catalog/beta_pic_b/) with the synthetic spectra from the [DRIFT-PHOENIX](https://leap2010blog.wordpress.com/2014/07/03/drift-phoenix-atmosphere-models-creating-new-worlds/) atmosphere model." + "In this tutorial, we will fit spectra and photometric fluxes of [beta Pic b](http://exoplanet.eu/catalog/beta_pic_b/) with the synthetic spectra from a radiative-convective equilibrium atmosphere model. Here we will use [DRIFT-PHOENIX](https://leap2010blog.wordpress.com/2014/07/03/drift-phoenix-atmosphere-models-creating-new-worlds/) but there are also several [other models supported by *species*](https://species.readthedocs.io/en/latest/overview.html#supported-data)." ] }, { @@ -25,37 +25,57 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We start by importing *species* and creating an instance of `SpeciesInit`. This will initiate the HDF5 database and creates a configuration file in the working folder." + "We start by importing [urllib](https://docs.python.org/3/library/urllib.html) and \n", + "the *species* toolkit." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, + "outputs": [], + "source": [ + "import urllib.request\n", + "import species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We initiate *species* by running the [SpeciesInit](https://species.readthedocs.io/en/latest/species.core.html?highlight=SpeciesInit#species.core.setup.SpeciesInit) class. By doing so, both the configuration file and the HDF5 database are created in the working folder." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Initiating species v0.3.1... [DONE]\n", + "Initiating species v0.3.4... [DONE]\n", + "Creating species_config.ini... [DONE]\n", "Database: /Users/tomasstolker/applications/species/docs/tutorials/species_database.hdf5\n", "Data folder: /Users/tomasstolker/applications/species/docs/tutorials/data\n", - "Working folder: /Users/tomasstolker/applications/species/docs/tutorials\n" + "Working folder: /Users/tomasstolker/applications/species/docs/tutorials\n", + "Creating species_database.hdf5... [DONE]\n", + "Creating data folder... [DONE]\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "import species\n", "species.SpeciesInit()" ] }, @@ -63,19 +83,47 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Adding data to the database" + "Let's now download the GRAVITY $K$ band spectrum of beta Pic b that was published by [Gravity Collaboration et al. 2020](https://ui.adsabs.harvard.edu/abs/2020A%26A...633A.110G/abstract). We will also make use of the GPI $YJH$ band spectra from [Chilcote et al. 2017](https://ui.adsabs.harvard.edu/abs/2017AJ....153..182C/abstract)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('BetaPictorisb_2018-09-22.fits', )" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "urllib.request.urlretrieve('https://home.strw.leidenuniv.nl/~stolker/species/BetaPictorisb_2018-09-22.fits',\n", + " 'BetaPictorisb_2018-09-22.fits')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adding model spectra to the database" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "An object of `Database` is created which is used for adding data to the database." + "Data will be added to the database by first creating an instance of [Database](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database)." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -86,81 +134,401 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The DRIFT-PHOENIX spectra are added. We restrict the wavelength range and spectral resolution such that reading from the database will be faster." + "The `Database` object has a number of methods to read and write data. For adding model spectra, we use the [add_model](https://species.readthedocs.io/en/latest/species.data.html?highlight=Database#species.data.database.Database.add_model) method which will download the grid of DRIFT-PHOENIX spectra to the *data_folder* (see configuration file) except if the data was already present. After downloading, it will import the spectra into the database. We will only require a limited range of T$_\\mathrm{eff}$ since we know the approximate temperature of beta Pic b." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "Downloading DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", "Unpacking DRIFT-PHOENIX model spectra (229 MB)... [DONE]\n", "Adding DRIFT-PHOENIX model spectra... [DONE] \n", "Grid points stored in the database:\n", - " - Teff = [1000. 1100. 1200. 1300. 1400. 1500. 1600. 1700. 1800. 1900. 2000. 2100.\n", - " 2200. 2300. 2400. 2500. 2600. 2700. 2800. 2900. 3000.]\n", + " - Teff = [1500. 1600. 1700. 1800. 1900. 2000.]\n", " - log(g) = [3. 3.5 4. 4.5 5. 5.5]\n", " - [Fe/H] = [-0.6 -0.3 -0. 0.3]\n", "Number of grid points per parameter:\n", - " - teff: 21\n", + " - teff: 6\n", " - logg: 6\n", - " - feh: 4\n" + " - feh: 4\n", + "Fix missing grid points with a linear interpolation:\n", + " - teff = 1600.0, logg = 3.0, feh = 0.3\n", + " - teff = 1600.0, logg = 5.5, feh = 0.3\n", + " - teff = 1900.0, logg = 4.5, feh = 0.3\n", + " - teff = 1900.0, logg = 5.5, feh = 0.3\n", + "Number of stored grid points: 144\n", + "Number of interpolated grid points: 4\n", + "Number of missing grid points: 0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/Users/tomasstolker/applications/species/species/util/data_util.py:275: RuntimeWarning: divide by zero encountered in log10\n", + "/Users/tomasstolker/applications/species/species/util/data_util.py:278: RuntimeWarning: divide by zero encountered in log10\n", " flux = np.log10(flux)\n" ] - }, + } + ], + "source": [ + "database.add_model(model='drift-phoenix', teff_range=(1500., 2000.))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There were 4 grid points missing so these have been interpolated (in log-space) to make it an homogeneous grid of parameters." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adding photometry and spectra" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will also add [photometric data](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of beta Pic b that have been adopted in *species* from various references. Let's first have a look from which directly imaged planets there is photometric data available." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Fix missing grid points with a linear interpolation:\n", - " - teff = 1200.0, logg = 5.0, feh = -0.6\n", - " - teff = 1600.0, logg = 3.0, feh = 0.3\n", - " - teff = 1600.0, logg = 5.5, feh = 0.3\n", - " - teff = 1900.0, logg = 4.5, feh = 0.3\n", - " - teff = 1900.0, logg = 5.5, feh = 0.3\n", - " - teff = 2200.0, logg = 5.0, feh = 0.3\n", - " - teff = 2500.0, logg = 3.0, feh = -0.0\n", - " - teff = 2500.0, logg = 5.5, feh = 0.3\n", - "Number of stored grid points: 504\n", - "Number of interpolated grid points: 8\n", - "Number of missing grid points: 0\n" + "Object name = beta Pic b\n", + "Distance (pc) = 19.75 +/- 0.13\n", + "Magellan/VisAO.Ys (mag) = 15.53 +/- 0.34\n", + "Paranal/NACO.J (mag) = 14.11 +/- 0.21\n", + "Gemini/NICI.ED286 (mag) = 13.18 +/- 0.15\n", + "Paranal/NACO.H (mag) = 13.32 +/- 0.14\n", + "Paranal/NACO.Ks (mag) = 12.64 +/- 0.11\n", + "Paranal/NACO.NB374 (mag) = 11.25 +/- 0.23\n", + "Paranal/NACO.Lp (mag) = 11.3 +/- 0.06\n", + "Paranal/NACO.NB405 (mag) = 10.98 +/- 0.05\n", + "Paranal/NACO.Mp (mag) = 11.1 +/- 0.12\n", + "\n", + "Object name = HIP 65426 b\n", + "Distance (pc) = 109.21 +/- 0.75\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 17.94 +/- 0.05\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 17.58 +/- 0.06\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 17.01 +/- 0.09\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 16.79 +/- 0.09\n", + "Paranal/NACO.Lp (mag) = 15.33 +/- 0.12\n", + "Paranal/NACO.NB405 (mag) = 15.23 +/- 0.22\n", + "Paranal/NACO.Mp (mag) = 14.65 +/- 0.29\n", + "\n", + "Object name = 51 Eri b\n", + "Distance (pc) = 29.78 +/- 0.12\n", + "MKO/NSFCam.J (mag) = 19.04 +/- 0.4\n", + "MKO/NSFCam.H (mag) = 18.99 +/- 0.21\n", + "MKO/NSFCam.K (mag) = 18.67 +/- 0.19\n", + "Paranal/SPHERE.IRDIS_B_H (mag) = 19.45 +/- 0.29\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 18.41 +/- 0.26\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 17.55 +/- 0.14\n", + "Keck/NIRC2.Lp (mag) = 16.2 +/- 0.11\n", + "Keck/NIRC2.Ms (mag) = 16.1 +/- 0.5\n", + "\n", + "Object name = HR 8799 b\n", + "Distance (pc) = 41.29 +/- 0.15\n", + "Subaru/CIAO.z (mag) = 21.22 +/- 0.29\n", + "Paranal/SPHERE.IRDIS_B_J (mag) = 19.78 +/- 0.09\n", + "Keck/NIRC2.H (mag) = 18.05 +/- 0.09\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 18.08 +/- 0.14\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 17.78 +/- 0.1\n", + "Keck/NIRC2.Ks (mag) = 17.03 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 17.15 +/- 0.06\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 16.97 +/- 0.09\n", + "Paranal/NACO.Lp (mag) = 15.52 +/- 0.1\n", + "Paranal/NACO.NB405 (mag) = 14.82 +/- 0.18\n", + "Keck/NIRC2.Ms (mag) = 16.05 +/- 0.3\n", + "\n", + "Object name = HR 8799 c\n", + "Distance (pc) = 41.29 +/- 0.15\n", + "Paranal/SPHERE.IRDIS_B_J (mag) = 18.6 +/- 0.13\n", + "Keck/NIRC2.H (mag) = 17.06 +/- 0.13\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 17.09 +/- 0.12\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 16.78 +/- 0.1\n", + "Keck/NIRC2.Ks (mag) = 16.11 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 16.19 +/- 0.05\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 15.86 +/- 0.07\n", + "Paranal/NACO.Lp (mag) = 14.65 +/- 0.11\n", + "Paranal/NACO.NB405 (mag) = 13.97 +/- 0.11\n", + "Keck/NIRC2.Ms (mag) = 15.03 +/- 0.14\n", + "\n", + "Object name = HR 8799 d\n", + "Distance (pc) = 41.29 +/- 0.15\n", + "Paranal/SPHERE.IRDIS_B_J (mag) = 18.59 +/- 0.37\n", + "Keck/NIRC2.H (mag) = 16.71 +/- 0.24\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 17.02 +/- 0.17\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 16.85 +/- 0.16\n", + "Keck/NIRC2.Ks (mag) = 16.09 +/- 0.12\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 16.2 +/- 0.07\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 15.84 +/- 0.1\n", + "Paranal/NACO.Lp (mag) = 14.55 +/- 0.14\n", + "Paranal/NACO.NB405 (mag) = 13.87 +/- 0.15\n", + "Keck/NIRC2.Ms (mag) = 14.65 +/- 0.35\n", + "\n", + "Object name = HR 8799 e\n", + "Distance (pc) = 41.29 +/- 0.15\n", + "Paranal/SPHERE.IRDIS_B_J (mag) = 18.4 +/- 0.21\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 16.91 +/- 0.2\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 16.68 +/- 0.21\n", + "Keck/NIRC2.Ks (mag) = 15.91 +/- 0.22\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 16.12 +/- 0.1\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 15.82 +/- 0.11\n", + "Paranal/NACO.Lp (mag) = 14.49 +/- 0.21\n", + "Paranal/NACO.NB405 (mag) = 13.72 +/- 0.2\n", + "\n", + "Object name = HD 95086 b\n", + "Distance (pc) = 86.44 +/- 0.24\n", + "Gemini/GPI.H (mag) = 20.51 +/- 0.25\n", + "Gemini/GPI.K1 (mag) = 18.99 +/- 0.2\n", + "Paranal/NACO.Lp (mag) = 16.27 +/- 0.19\n", + "\n", + "Object name = PDS 70 b\n", + "Distance (pc) = 113.43 +/- 0.52\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 18.12 +/- 0.21\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 17.97 +/- 0.18\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 16.66 +/- 0.04\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 16.37 +/- 0.06\n", + "MKO/NSFCam.J (mag) = 20.04 +/- 0.09\n", + "MKO/NSFCam.H (mag) = 18.24 +/- 0.04\n", + "Paranal/NACO.Lp (mag) = 14.68 +/- 0.22\n", + "Paranal/NACO.NB405 (mag) = 14.68 +/- 0.27\n", + "Paranal/NACO.Mp (mag) = 13.8 +/- 0.27\n", + "Keck/NIRC2.Lp (mag) = 14.64 +/- 0.18\n", + "\n", + "Object name = PDS 70 c\n", + "Distance (pc) = 113.43 +/- 0.52\n", + "Paranal/NACO.NB405 (mag) = 14.91 +/- 0.35\n", + "Keck/NIRC2.Lp (mag) = 15.5 +/- 0.46\n", + "\n", + "Object name = 2M1207 b\n", + "Distance (pc) = 64.42 +/- 0.65\n", + "HST/NICMOS1.F090M (mag) = 22.58 +/- 0.35\n", + "HST/NICMOS1.F110M (mag) = 20.61 +/- 0.15\n", + "HST/NICMOS1.F145M (mag) = 19.05 +/- 0.03\n", + "HST/NICMOS1.F160W (mag) = 18.27 +/- 0.02\n", + "Paranal/NACO.J (mag) = 20.0 +/- 0.2\n", + "Paranal/NACO.H (mag) = 18.09 +/- 0.21\n", + "Paranal/NACO.Ks (mag) = 16.93 +/- 0.11\n", + "Paranal/NACO.Lp (mag) = 15.28 +/- 0.14\n", + "\n", + "Object name = AB Pic B\n", + "Distance (pc) = 50.12 +/- 0.07\n", + "Paranal/NACO.J (mag) = 16.18 +/- 0.1\n", + "Paranal/NACO.H (mag) = 14.69 +/- 0.1\n", + "Paranal/NACO.Ks (mag) = 14.14 +/- 0.08\n", + "\n", + "Object name = HD 206893 B\n", + "Distance (pc) = 40.81 +/- 0.11\n", + "Paranal/SPHERE.IRDIS_B_H (mag) = 16.79 +/- 0.06\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 15.2 +/- 0.1\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 14.88 +/- 0.09\n", + "Paranal/NACO.Lp (mag) = 13.79 +/- 0.31\n", + "Paranal/NACO.NB405 (mag) = 13.16 +/- 0.34\n", + "Paranal/NACO.Mp (mag) = 12.77 +/- 0.27\n", + "\n", + "Object name = RZ Psc B\n", + "Distance (pc) = 195.86 +/- 4.03\n", + "Paranal/SPHERE.IRDIS_B_H (mag) = (13.71, 0.14) +/- (13.85, 0.26)\n", + "Paranal/SPHERE.IRDIS_B_Ks (mag) = 13.51 +/- 0.2\n", + "\n", + "Object name = GQ Lup B\n", + "Distance (pc) = 151.82 +/- 1.1\n", + "HST/WFPC2-PC.F606W (mag) = 19.19 +/- 0.07\n", + "HST/WFPC2-PC.F814W (mag) = 17.67 +/- 0.05\n", + "HST/NICMOS2.F171M (mag) = 13.84 +/- 0.13\n", + "HST/NICMOS2.F190N (mag) = 14.08 +/- 0.2\n", + "HST/NICMOS2.F215N (mag) = 13.4 +/- 0.15\n", + "Magellan/VisAO.ip (mag) = 18.89 +/- 0.24\n", + "Magellan/VisAO.zp (mag) = 16.4 +/- 0.1\n", + "Magellan/VisAO.Ys (mag) = 15.88 +/- 0.1\n", + "Paranal/NACO.Ks (mag) = (13.474, 0.031) +/- (13.386, 0.032)\n", + "Subaru/CIAO.CH4s (mag) = 13.76 +/- 0.26\n", + "Subaru/CIAO.K (mag) = 13.37 +/- 0.12\n", + "Subaru/CIAO.Lp (mag) = 12.44 +/- 0.22\n", + "\n", + "Object name = PZ Tel B\n", + "Distance (pc) = 47.13 +/- 0.13\n", + "Paranal/SPHERE.ZIMPOL_R_PRIM (mag) = 17.84 +/- 0.31\n", + "Paranal/SPHERE.ZIMPOL_I_PRIM (mag) = 15.16 +/- 0.12\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 11.78 +/- 0.19\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 11.65 +/- 0.19\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 11.56 +/- 0.09\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 11.29 +/- 0.1\n", + "Paranal/NACO.J (mag) = 12.47 +/- 0.2\n", + "Paranal/NACO.H (mag) = 11.93 +/- 0.14\n", + "Paranal/NACO.Ks (mag) = 11.53 +/- 0.07\n", + "Paranal/NACO.Lp (mag) = 11.04 +/- 0.22\n", + "Paranal/NACO.NB405 (mag) = 10.94 +/- 0.07\n", + "Paranal/NACO.Mp (mag) = 10.93 +/- 0.03\n", + "Gemini/NICI.ED286 (mag) = 11.68 +/- 0.14\n", + "Gemini/NIRI.H2S1v2-1-G0220 (mag) = 11.39 +/- 0.14\n", + "\n", + "Object name = kappa And b\n", + "Distance (pc) = 50.06 +/- 0.87\n", + "Subaru/CIAO.J (mag) = 15.86 +/- 0.21\n", + "Subaru/CIAO.H (mag) = 14.95 +/- 0.13\n", + "Subaru/CIAO.Ks (mag) = 14.32 +/- 0.09\n", + "Keck/NIRC2.Lp (mag) = 13.12 +/- 0.1\n", + "LBT/LMIRCam.M_77K (mag) = 13.3 +/- 0.3\n", + "\n", + "Object name = HD 1160 B\n", + "Distance (pc) = 125.9 +/- 1.2\n", + "MKO/NSFCam.J (mag) = 14.69 +/- 0.05\n", + "MKO/NSFCam.H (mag) = 14.21 +/- 0.02\n", + "MKO/NSFCam.Ks (mag) = 14.12 +/- 0.05\n", + "Paranal/NACO.Lp (mag) = 13.6 +/- 0.1\n", + "Keck/NIRC2.Ms (mag) = 13.81 +/- 0.24\n", + "\n", + "Object name = ROXs 42 Bb\n", + "Distance (pc) = 144.16 +/- 1.53\n", + "Keck/NIRC2.J (mag) = 16.91 +/- 0.11\n", + "Keck/NIRC2.H (mag) = 15.88 +/- 0.05\n", + "Keck/NIRC2.Ks (mag) = 15.01 +/- 0.06\n", + "Keck/NIRC2.Lp (mag) = 13.97 +/- 0.06\n", + "Keck/NIRC2.Ms (mag) = 14.01 +/- 0.23\n", + "\n", + "Object name = GJ 504 b\n", + "Distance (pc) = 17.54 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_Y23_2 (mag) = 20.98 +/- 0.2\n", + "Paranal/SPHERE.IRDIS_D_Y23_3 (mag) = 20.14 +/- 0.09\n", + "Paranal/SPHERE.IRDIS_D_J23_3 (mag) = 19.01 +/- 0.17\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 18.95 +/- 0.3\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 21.81 +/- 0.35\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 18.77 +/- 0.2\n", + "Subaru/CIAO.J (mag) = 19.78 +/- 0.1\n", + "Subaru/CIAO.H (mag) = 20.01 +/- 0.14\n", + "Subaru/CIAO.Ks (mag) = 19.38 +/- 0.11\n", + "Subaru/CIAO.CH4s (mag) = 19.58 +/- 0.13\n", + "Subaru/IRCS.Lp (mag) = 16.7 +/- 0.17\n", + "\n", + "Object name = GU Psc b\n", + "Distance (pc) = 47.61 +/- 0.16\n", + "Gemini/GMOS-S.z (mag) = 21.75 +/- 0.07\n", + "CFHT/Wircam.Y (mag) = 19.4 +/- 0.05\n", + "CFHT/Wircam.J (mag) = 18.12 +/- 0.03\n", + "CFHT/Wircam.H (mag) = 17.7 +/- 0.03\n", + "CFHT/Wircam.Ks (mag) = 17.4 +/- 0.03\n", + "WISE/WISE.W1 (mag) = 17.17 +/- 0.33\n", + "WISE/WISE.W2 (mag) = 15.41 +/- 0.22\n", + "\n", + "Object name = 2M0103 ABb\n", + "Distance (pc) = 47.2 +/- 3.1\n", + "Paranal/NACO.J (mag) = 15.47 +/- 0.3\n", + "Paranal/NACO.H (mag) = 14.27 +/- 0.2\n", + "Paranal/NACO.Ks (mag) = 13.67 +/- 0.2\n", + "Paranal/NACO.Lp (mag) = 12.67 +/- 0.1\n", + "\n", + "Object name = 1RXS 1609 B\n", + "Distance (pc) = 139.67 +/- 1.33\n", + "Gemini/NIRI.J-G0202w (mag) = 17.9 +/- 0.12\n", + "Gemini/NIRI.H-G0203w (mag) = 16.87 +/- 0.07\n", + "Gemini/NIRI.K-G0204w (mag) = 16.17 +/- 0.18\n", + "Gemini/NIRI.Lprime-G0207w (mag) = 14.8 +/- 0.3\n", + "\n", + "Object name = GSC 06214 B\n", + "Distance (pc) = 108.84 +/- 0.51\n", + "MKO/NSFCam.J (mag) = 16.24 +/- 0.04\n", + "MKO/NSFCam.H (mag) = 15.55 +/- 0.04\n", + "MKO/NSFCam.Kp (mag) = 14.95 +/- 0.05\n", + "MKO/NSFCam.Lp (mag) = 13.75 +/- 0.07\n", + "LBT/LMIRCam.M_77K (mag) = 13.75 +/- 0.3\n", + "\n", + "Object name = HD 72946 B\n", + "Distance (pc) = 25.87 +/- 0.03\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 14.56 +/- 0.07\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 14.4 +/- 0.07\n", + "\n", + "Object name = HIP 64892 B\n", + "Distance (pc) = 125.2 +/- 1.42\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 14.21 +/- 0.17\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 13.94 +/- 0.17\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 13.77 +/- 0.17\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 13.45 +/- 0.19\n", + "Paranal/NACO.Lp (mag) = 13.09 +/- 0.17\n", + "\n", + "Object name = TYC 8988 b\n", + "Distance (pc) = 94.6 +/- 0.3\n", + "Paranal/SPHERE.IRDIS_D_Y23_2 (mag) = 17.03 +/- 0.21\n", + "Paranal/SPHERE.IRDIS_D_Y23_3 (mag) = 16.67 +/- 0.16\n", + "Paranal/SPHERE.IRDIS_D_J23_2 (mag) = 16.27 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_J23_3 (mag) = 15.73 +/- 0.07\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 15.11 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 14.78 +/- 0.07\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 14.44 +/- 0.04\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 14.07 +/- 0.04\n", + "Paranal/SPHERE.IRDIS_B_J (mag) = 15.73 +/- 0.38\n", + "Paranal/SPHERE.IRDIS_B_H (mag) = 15.87 +/- 0.38\n", + "Paranal/SPHERE.IRDIS_B_Ks (mag) = 14.7 +/- 0.14\n", + "Paranal/NACO.Lp (mag) = 13.3 +/- 0.08\n", + "Paranal/NACO.Mp (mag) = 13.08 +/- 0.2\n", + "\n", + "Object name = TYC 8988 c\n", + "Distance (pc) = 94.6 +/- 0.3\n", + "Paranal/SPHERE.IRDIS_D_Y23_3 (mag) = 22.37 +/- 0.31\n", + "Paranal/SPHERE.IRDIS_D_J23_2 (mag) = 21.81 +/- 0.22\n", + "Paranal/SPHERE.IRDIS_D_J23_3 (mag) = 21.17 +/- 0.15\n", + "Paranal/SPHERE.IRDIS_D_H23_2 (mag) = 19.78 +/- 0.08\n", + "Paranal/SPHERE.IRDIS_D_H23_3 (mag) = 19.32 +/- 0.06\n", + "Paranal/SPHERE.IRDIS_D_K12_1 (mag) = 18.34 +/- 0.04\n", + "Paranal/SPHERE.IRDIS_D_K12_2 (mag) = 17.85 +/- 0.09\n", + "Paranal/SPHERE.IRDIS_B_H (mag) = 19.69 +/- 0.23\n", + "Paranal/NACO.Lp (mag) = 16.29 +/- 0.21\n", + "\n" ] } ], "source": [ - "database.add_model('drift-phoenix')" + "database.list_companions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Also the [photometric data](https://github.com/tomasstolker/species/blob/master/species/data/companions.py) of beta Pic b is added." + "To add the photometric data and distance of beta Pic b to the database, we use the [add_companion](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_companion) method, which will also convert the magnitudes into fluxes with a flux-calibrated spectrum of Vega and the filter profiles (downloaded from the [SVO Filter Profile Service](http://svo2.cab.inta-csic.es/svo/theory/fps/)). It is also possible to manually add photometric data with the `app_mag` and `flux_density` arguments of [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object)." ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "Downloading Vega spectrum (270 kB)... [DONE]\n", + "Adding Vega spectrum... [DONE]\n", + "Adding filter: Magellan/VisAO.Ys... [DONE]\n", + "Adding filter: Paranal/NACO.J... [DONE]\n", + "Adding filter: Gemini/NICI.ED286... [DONE]\n", + "Adding filter: Paranal/NACO.H... [DONE]\n", + "Adding filter: Paranal/NACO.Ks... [DONE]\n", + "Adding filter: Paranal/NACO.NB374... [DONE]\n", + "Adding filter: Paranal/NACO.Lp... [DONE]\n", + "Adding filter: Paranal/NACO.NB405... [DONE]\n", + "Adding filter: Paranal/NACO.Mp... [DONE]\n", "Adding object: beta Pic b\n", " - Distance (pc) = 19.75 +/- 0.13\n", - " - LCO/VisAO.Ys:\n", + " - Magellan/VisAO.Ys:\n", " - Apparent magnitude = 15.53 +/- 0.34\n", " - Flux (W m-2 um-1) = 4.27e-15 +/- 1.36e-15\n", " - Paranal/NACO.J:\n", @@ -186,13 +554,7 @@ " - Flux (W m-2 um-1) = 1.61e-15 +/- 7.42e-17\n", " - Paranal/NACO.Mp:\n", " - Apparent magnitude = 11.10 +/- 0.12\n", - " - Flux (W m-2 um-1) = 7.86e-16 +/- 8.70e-17\n", - " - Paranal/SPHERE.IRDIS_D_K12_1:\n", - " - Apparent magnitude = 12.57 +/- 0.00\n", - " - Flux (W m-2 um-1) = 4.56e-15 +/- 1.26e-17\n", - " - Paranal/SPHERE.IRDIS_D_K12_2:\n", - " - Apparent magnitude = 12.21 +/- 0.00\n", - " - Flux (W m-2 um-1) = 4.92e-15 +/- 9.05e-18\n" + " - Flux (W m-2 um-1) = 7.86e-16 +/- 8.70e-17\n" ] } ], @@ -204,23 +566,137 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Fitting data with MCMC" + "Next, we will add the spectra with the [add_object](https://species.readthedocs.io/en/latest/species.data.html#species.data.database.Database.add_object) method. Make sure to use the same database name as argument of `object_name` (i.e. *beta Pic b* in this case) such that the spectra are added to the object name for which previously photometric data had been stored with `add_companion`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The argument of `spectrum` is a dictionary with the names of the spectra as key and a tuple with three elements as value. The first element is a text or FITS file with the spectrum, the second element is the optional covariance matrix, and the third value is the mandatory spectral resolution. The latter is used to smooth the model spectra to the instrument resolution." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For this example, we have adopted the VLTI/GRAVITY $K$ band spectrum from [Gravity Collaboration et al. 2020](https://ui.adsabs.harvard.edu/abs/2020A%26A...633A.110G/abstract) and the Gemini/GPI $YJH$ band spectra from [Chilcote et al. 2017](https://ui.adsabs.harvard.edu/abs/2017AJ....153..182C/abstract). Data that have been stored in the FITS format by the ExoGRAVITY collaboration is automatically recognized so the same FITS filename can be provided as first and second element in the dictionary." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Adding object: beta Pic b\n", + " - GRAVITY spectrum:\n", + " - Object: Unknown\n", + " - Database tag: GRAVITY\n", + " - Filename: BetaPictorisb_2018-09-22.fits\n", + " - Data shape: (237, 3)\n", + " - Wavelength range (um): 1.97 - 2.49\n", + " - Mean flux (W m-2 um-1): 4.65e-15\n", + " - Mean error (W m-2 um-1): 1.00e-16\n", + " - Spectrum:\n", + " - Database tag: GPI\\_Y\n", + " - Filename: betapicb_gpi_y.dat\n", + " - Data shape: (29, 3)\n", + " - Wavelength range (um): 0.98 - 1.13\n", + " - Mean flux (W m-2 um-1): 5.40e-15\n", + " - Mean error (W m-2 um-1): 1.87e-15\n", + " - Spectrum:\n", + " - Database tag: GPI\\_J\n", + " - Filename: betapicb_gpi_j.dat\n", + " - Data shape: (32, 3)\n", + " - Wavelength range (um): 1.13 - 1.34\n", + " - Mean flux (W m-2 um-1): 6.84e-15\n", + " - Mean error (W m-2 um-1): 4.79e-16\n", + " - Spectrum:\n", + " - Database tag: GPI\\_H\n", + " - Filename: betapicb_gpi_h.dat\n", + " - Data shape: (34, 3)\n", + " - Wavelength range (um): 1.51 - 1.79\n", + " - Mean flux (W m-2 um-1): 5.63e-15\n", + " - Mean error (W m-2 um-1): 3.86e-16\n", + " - GRAVITY covariance matrix:\n", + " - Object: Unknown\n", + " - Database tag: GRAVITY\n", + " - Filename: BetaPictorisb_2018-09-22.fits\n", + " - Data shape: (237, 237)\n", + " - Spectral resolution:\n", + " - GRAVITY: 500.0\n", + " - GPI\\_Y: 40.0\n", + " - GPI\\_J: 40.0\n", + " - GPI\\_H: 40.0\n" + ] + } + ], + "source": [ + "database.add_object('beta Pic b',\n", + " distance=None,\n", + " app_mag=None,\n", + " flux_density=None,\n", + " spectrum={'GRAVITY': ('BetaPictorisb_2018-09-22.fits', 'BetaPictorisb_2018-09-22.fits', 500.),\n", + " 'GPI\\\\_Y': ('betapicb_gpi_y.dat', None, 40.),\n", + " 'GPI\\\\_J': ('betapicb_gpi_j.dat', None, 40.),\n", + " 'GPI\\\\_H': ('betapicb_gpi_h.dat', None, 40.)},\n", + " deredden=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The use of `add_object` is incremental so when rerunning the method it will add new data in case a filter or spectrum name hadn't been used before, or it will overwrite existing data in case a filter or spectrum name does already exist. To remove existing data of an object, it is easiest to remove the group of data entirely from the database with the [delete_data](https://species.readthedocs.io/en/latest/species.data.html?highlight=delete_data#species.data.database.Database.delete_data) method of `Database` (e.g. `delete_data('objects/beta Pic b'`) and rerun `add_companion` and/or `add_object` afterwards." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Bayesian inference with nested sampling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To fit the photometric data, we start by creating an instance of `FitModel`, which requires the database tag of the object (`beta Pic b`) and the atmosphere model (`drift-phoenix`).\n", + "To fit the data with the grid of model spectra (i.e. *grid retrieval*), we start by creating an instance of [FitModel](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel), which requires the database tag of the object (`beta Pic b`) and the atmosphere model (`drift-phoenix`).\n", + "\n", + "The dictionary of the `bounds` parameter contains the prior boundaries for the various parameters. By default, the parameters of the atmosphere model are set to the full range of the available spectra (e.g. $\\log(g)$ and $\\mathrm{[Fe/H]}$ in the example below).\n", + "\n", + "In addition to the parameters of the atmosphere model, several optional parameters can be fitted, for example to account for calibration systematics, extinction, and excess emission from a disk. More details on the various parameters can be found in the [API documentation of FitModel](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel). As example, we fit a scaling parameter for the GPI $H$ band spectrum.\n", + "\n", + "The arguments of `inc_phot` and `inc_spec` are either a boolean or a list of photometry and spectra that were previously stored in the database for the object beta Pic b. We will use all the spectra but only the photometric data in the $L$ and $M$ bands.\n", "\n", - "By default, all photometric data is used (`filters=None`). To speed up the interpolation prior to the MCMC sampling, we retrict the uniform prior boundaries of the temperature, while for the other parameters the boundaries are only restricted by the model grid (by default).\n", + "To account for correlated noise, it is possible to adopt the approach by [Wang et al. (2020)](https://ui.adsabs.harvard.edu/abs/2020AJ....159..263W/abstract) to estimate the covariances by using a Gaussian process. This will add two additional parameters per spectrum (correlation length and amplitude) but is not mandatory. For the example, we only select the GPI $H$ band spectrum, to limit the computation time.\n", "\n", - "Althought *species* can handle both photometric and spectroscopic data (including covariance matrices), here we will only consider the photometric data." + "For simplicity we create a list with the 4 filter names that we want to use." ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "inc_phot = ['Paranal/NACO.Lp', 'Paranal/NACO.NB374', 'Paranal/NACO.NB405', 'Paranal/NACO.Mp']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We create now the instance of [FitModel](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel). By doing so, the grid of model spectra will be interpolated to the wavelengths of the data." + ] + }, + { + "cell_type": "code", + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -228,387 +704,475 @@ "output_type": "stream", "text": [ "Getting object: beta Pic b... [DONE]\n", - "Interpolating Gemini/NICI.ED286... [DONE]\n", - "Interpolating LCO/VisAO.Ys... [DONE]\n", - "Interpolating Paranal/NACO.H... [DONE]\n", - "Interpolating Paranal/NACO.J... [DONE]\n", - "Interpolating Paranal/NACO.Ks... [DONE]\n", "Interpolating Paranal/NACO.Lp... [DONE]\n", - "Interpolating Paranal/NACO.Mp... [DONE]\n", "Interpolating Paranal/NACO.NB374... [DONE]\n", "Interpolating Paranal/NACO.NB405... [DONE]\n", - "Interpolating Paranal/SPHERE.IRDIS_D_K12_1... [DONE]\n", - "Interpolating Paranal/SPHERE.IRDIS_D_K12_2... [DONE]\n", - "\n", - "['teff', 'logg', 'feh']\n", - "Fitting 4 parameters:\n", + "Interpolating Paranal/NACO.Mp... [DONE]\n", + "Interpolating GPI\\_H... [DONE]\n", + "Interpolating GPI\\_J... [DONE]\n", + "Interpolating GPI\\_Y... [DONE]\n", + "Interpolating GRAVITY... [DONE]\n", + "Fitting 7 parameters:\n", " - teff\n", " - logg\n", " - feh\n", " - radius\n", + " - corr_len_GPI\\_H\n", + " - corr_amp_GPI\\_H\n", + " - scaling_GPI\\_H\n", "Prior boundaries:\n", " - teff = (1500.0, 2000.0)\n", + " - radius = (0.5, 2.0)\n", " - logg = (3.0, 5.5)\n", " - feh = (-0.6, 0.3)\n", - " - radius = (0.8, 1.5)\n" + " - corr_len_GPI\\_H = (-3.0, 0.0)\n", + " - corr_amp_GPI\\_H = (0.0, 1.0)\n", + " - scaling_GPI\\_H = (0.5, 1.5)\n", + "Weights for the log-likelihood function:\n", + " - GPI\\_H = 1.00e+00\n", + " - GPI\\_J = 1.00e+00\n", + " - GPI\\_Y = 1.00e+00\n", + " - GRAVITY = 1.00e+00\n", + " - Paranal/NACO.Lp = 1.00e+00\n", + " - Paranal/NACO.NB374 = 1.00e+00\n", + " - Paranal/NACO.NB405 = 1.00e+00\n", + " - Paranal/NACO.Mp = 1.00e+00\n" ] } ], "source": [ "fit = species.FitModel(object_name='beta Pic b',\n", " model='drift-phoenix',\n", - " bounds={'teff': (1500., 2000.)},\n", - " inc_phot=True,\n", - " inc_spec=False,\n", - " fit_corr=None)" + " bounds={'teff': (1500., 2000.),\n", + " 'radius': (0.5, 2.),\n", + " 'GPI\\\\_H': ((0.5, 1.5), None)},\n", + " inc_phot=inc_phot,\n", + " inc_spec=True,\n", + " fit_corr=['GPI\\\\_H'],\n", + " weights=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We are now ready to estimate the posterior distributions by using either [MultiNest](https://johannesbuchner.github.io/PyMultiNest/index.html), [UltraNest](https://johannesbuchner.github.io/UltraNest/index.html), or [emcee](https://emcee.readthedocs.io/en/stable/). It is recommended to use `MultiNest` (see [run_multinest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_multinest) method) or `UltraNest` (see [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) method) since these nested sampling algorithms are more powerful in sampling multi-modal distributions. They will also estimate the marginalized likelihood (i.e. *model evidence*) which enables pair-wise model comparison through the Bayes factor." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this example, we will use the [run_ultranest](https://species.readthedocs.io/en/latest/species.analysis.html?highlight=FitModel#species.analysis.fit_model.FitModel.run_ultranest) method since `UltraNest` is somewhat more straightforward to install than `MultiNest`. We specify the database tag were the posterior samples will be stored, the minimum number of live points (see [UltraNest documentation](https://johannesbuchner.github.io/UltraNest/index.html)), the output folder where `UltraNest` will write its data, and we adopt the mass of beta Pic b from [Gravity Collaboration et al. 2020](https://ui.adsabs.harvard.edu/abs/2020A%26A...633A.110G/abstract) and use it as a Gaussian prior on the mass (which propagates into $\\log(g)$)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Depending on the number of parameters, the posterior sampling can be computationally expensive. The runtime of the nested sampling part of this tutorial (i.e. the `run_ultranest` method below) was about 15 min on a MacBook Pro from 2020. For a first attempt, one could also reduce the number of parameters by setting `fit_corr` and the scaling parameter to `None`. Using `MultiNest` with a small number of live points (e.g. `n_live_points=500`) might also be faster." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's now run the MCMC sampler from [emcee](https://emcee.readthedocs.io) with 200 walkers and 1000 steps per walker. We also set a Gaussian prior on the (dynamical) mass of the planet. The initial positions of the walkers are sampled uniformly across the surface gravity and metallicity space, while the initial temperatures and radii are sampled close to the expected values. The MCMC will run for about 7-8 minutes." + "To speed up the computation, it is possible to run the nested sampling in parallel (e.g. with `mpirun`) to benefit from the multiprocessing support by `UltraNest` and `MultiNest`. In that case it is important that any functions of `species` that will write to the `Database` will be commented out since simultaneous writing to the HDF5 database by different processes is not possible. It is therefore recommended to first add all the required data to the database and then only run `SpeciesInit`, `FitModel`, and the sampler (`run_multinest` or `run_ultranest`) in parallel with MPI." ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Running MCMC...\n" + "Running nested sampling with UltraNest...\n", + "Creating directory for new run ultranest/run1\n", + "[ultranest] Sampling 400 live points from prior ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/.pyenv/versions/3.8.7/envs/general3.8/lib/python3.8/site-packages/ultranest/store.py:194: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " 'points', dtype=np.float,\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ultranest] Explored until L=1e+04 1486.70 [11486.2247..11486.2255]*| it/evals=11377/450358 eff=2.5285% N=400 \n", + "[ultranest] Likelihood function evaluations: 450397\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/.pyenv/versions/3.8.7/envs/general3.8/lib/python3.8/site-packages/ultranest/utils.py:170: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " idx = np.zeros(N, dtype=np.int)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[ultranest] Writing samples and results to disk ...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1000/1000 [12:37<00:00, 1.32it/s]\n" + "/Users/tomasstolker/.pyenv/versions/3.8.7/envs/general3.8/lib/python3.8/site-packages/ultranest/utils.py:170: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " idx = np.zeros(N, dtype=np.int)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Mean acceptance fraction: 0.196\n", - "Integrated autocorrelation time = [0.93854269 0.79196782 0.80799454 0.97267467]\n" + "[ultranest] Writing samples and results to disk ... done\n", + "[ultranest] logZ = 1.146e+04 +- 0.194\n", + "[ultranest] Effective samples strategy satisfied (ESS = 2812.3, need >400)\n", + "[ultranest] Posterior uncertainty strategy is satisfied (KL: 0.46+-0.04 nat, need <0.50 nat)\n", + "[ultranest] Evidency uncertainty strategy is satisfied (dlogz=0.46, need <0.5)\n", + "[ultranest] logZ error budget: single: 0.23 bs:0.19 tail:0.01 total:0.19 required:<0.50\n", + "[ultranest] done iterating.\n", + "Log-evidence = 11462.52 +/- 0.27\n", + "Best-fit parameters (mean +/- std):\n", + " - teff = 1.72e+03 +/- 4.97e+00\n", + " - logg = 3.98e+00 +/- 4.81e-02\n", + " - feh = 1.33e-01 +/- 1.39e-02\n", + " - radius = 1.50e+00 +/- 1.19e-02\n", + " - corr_len_GPI\\_H = -1.49e+00 +/- 1.83e-01\n", + " - corr_amp_GPI\\_H = 8.03e-01 +/- 1.05e-01\n", + " - scaling_GPI\\_H = 1.12e+00 +/- 3.01e-02\n", + "Maximum likelihood sample:\n", + " - Log-likelihood = 11486.73\n", + " - teff = 1720.59\n", + " - logg = 3.98\n", + " - feh = 0.13\n", + " - radius = 1.50\n", + " - corr_len_GPI\\_H = -1.49\n", + " - corr_amp_GPI\\_H = 0.85\n", + " - scaling_GPI\\_H = 1.12\n", + "Integrated autocorrelation time = [0.98751055]\n" ] } ], "source": [ - "fit.run_mcmc(tag='betapic',\n", - " guess={'teff': 1800, 'logg': None, 'feh': None, 'radius': 1.3},\n", - " nwalkers=200,\n", - " nsteps=1000,\n", - " prior={'mass': (13., 3.)})" + "fit.run_ultranest(tag='betapic',\n", + " min_num_live_points=400,\n", + " output='ultranest',\n", + " prior={'mass': (9., 1.6)})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Plotting the MCMC samples" + "## Plotting the posterior samples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The samples from the MCMC are stored in the database with the tag name `betapic`. With the `plot_walkers` function, we can plot the evolution of the walkers through the parameter space." + "The samples from the parameter estimation have been stored in the database. We can now run the [plot_posterior](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_posterior#species.plot.plot_mcmc.plot_posterior) function to plot the 1D and 2D projections of the posterior distributions by making use of [corner.py](https://corner.readthedocs.io). Here we specify the database tag with the results from `run_ultranest` and we also include the derived posterior for the bolometric luminosity and mass." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Plotting walkers: walkers.png... [DONE]\n" + "Median sample:\n", + " - teff = 1720.86\n", + " - logg = 3.98\n", + " - feh = 0.13\n", + " - radius = 1.50\n", + " - corr_len_GPI\\_H = -1.47\n", + " - corr_amp_GPI\\_H = 0.82\n", + " - scaling_GPI\\_H = 1.13\n", + " - distance = 19.75\n", + "Plotting the posterior: posterior.png... [DONE]\n" ] } ], "source": [ - "species.plot_walkers(tag='betapic',\n", - " nsteps=None,\n", - " offset=(-0.24, -0.09),\n", - " output='walkers.png')" + "species.plot_posterior(tag='betapic',\n", + " offset=(-0.3 , -0.3),\n", + " title_fmt=['.0f', '.2f', '.2f', '.2f', '.2f', '.2f', '.2f', '.3f', '.1f'],\n", + " inc_luminosity=True,\n", + " inc_mass=True,\n", + " output='posterior.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "From the guessed values of the temperature and radius, the walkers seem to converge after about 200 steps to the equilibrium solution of the posterior distribution." + "Let's have a look at the plot!" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "" ] }, - "execution_count": 11, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", - "Image('walkers.png')" + "Image('posterior.png')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Extracting boxes with results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To be on the safe side, we remove the first 500 steps as burnin and use the remaining samples to plot the marginalized posterior distributions." + "We will now extract `Box` objects with the results. These will be combined in a plot at the end of the tutorial. We start by selecting 30 random samples from the posterior and use these parameters to interpolate the DRIFT-PHOENIX grid. To do so, we use the [get_mcmc_spectra](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_mcmc_#species.data.database.Database.get_mcmc_spectra) method of the `Database`. We will smooth the spectra to a resolution of $R=500$ to match with the resolution of the GRAVITY spectrum." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 14, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Median sample:\n", - " - teff = 1770.72\n", - " - logg = 3.88\n", - " - feh = 0.21\n", - " - radius = 1.38\n", - " - distance = 19.75\n", - "Maximum posterior sample:\n", - " - teff = 1771.46\n", - " - logg = 4.07\n", - " - feh = 0.30\n", - " - radius = 1.37\n", - " - distance = 19.75\n", - "Plotting the posterior: posterior.png..." - ] - }, { "name": "stderr", "output_type": "stream", "text": [ - "WARNING:root:Too few points to create valid contours\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - " [DONE]\n" + "Getting MCMC spectra: 100%|██████████| 30/30 [00:00<00:00, 146.53it/s]\n" ] } ], "source": [ - "species.plot_posterior(tag='betapic',\n", - " burnin=500,\n", - " offset=(-0.25, -0.25),\n", - " limits=[(1500., 1920.), (3.4, 4.7), (-0.6, 0.3), (1.1, 1.8)],\n", - " output='posterior.png')" + "samples = database.get_mcmc_spectra(tag='betapic',\n", + " random=30,\n", + " wavel_range=None,\n", + " spec_res=500.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The temperature and radius are well constrained with the photometric data. Therefore, due to the prior on the mass, also the surface gravity is constrained. Constraining the metallicity would require more accurate data and/or larger wavelength coverage." + "The function returned a list with 30 `ModelBox` objects. Let's have a look at the content of the first box by running the [open_box](https://species.readthedocs.io/en/latest/species.core.html?highlight=open_box#species.core.box.Box.open_box) method. This method can be used for all boxes to easily inspect the attributes of a `Box` object." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "metadata": {}, "outputs": [ { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening ModelBox...\n", + "model = drift-phoenix\n", + "type = None\n", + "wavelength = [ 0.1 0.10002476 0.10004953 ... 49.97524871 49.98762282\n", + " 50. ]\n", + "flux = [2.42584190e-69 2.23707323e-69 1.99404456e-69 ... 2.06877619e-19\n", + " 2.06600127e-19 2.06398308e-19]\n", + "parameters = {'teff': 1722.4622616917563, 'logg': 3.971918644296093, 'feh': 0.1319168469622567, 'radius': 1.5023336843398334, 'distance': 19.75, 'mass': 8.162536214856585, 'luminosity': 0.00018074753024335536}\n", + "quantity = flux\n" + ] } ], "source": [ - "Image('posterior.png')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Extracting boxes with results" + "samples[0].open_box()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We will now create `Box` objects with the results, which will be combined in a plot later on. We select 30 random samples from the posterior and use the parameters to interpolate the DRIFT-PHOENIX grid." + "Instead of using the plotting functionalities of *species*, the attributes from a `Box` can also be directly extracted for further processing. For example, to print the wavelengths of the first `ModelBox` that was returned by `get_mcmc_spectra`:" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "Getting MCMC spectra: 100%|██████████| 30/30 [00:00<00:00, 59.22it/s]\n" + "[ 0.1 0.10002476 0.10004953 ... 49.97524871 49.98762282\n", + " 50. ]\n" ] } ], "source": [ - "samples = database.get_mcmc_spectra(tag='betapic',\n", - " burnin=500,\n", - " random=30,\n", - " wavel_range=(0.7, 6.5),\n", - " spec_res=50.)" + "print(samples[0].wavelength)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We also extract the median values as the best-fit solution, again by excluding the first 500 steps." + "Next, we get the median parameter values with the [get_median_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_median_sample) method of the `Database` and adopt these as best-fit parameters. Similarly, the [get_probable_sample](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_median#species.data.database.Database.get_probable_sample) method can be used for extracting the sample with the maximum likelihood." ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "median = database.get_median_sample(tag='betapic',\n", - " burnin=500)" + "best = database.get_median_sample(tag='betapic')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A best-fit spectrum is now extracted with the `ReadModel` functionalties." + "The best-fit model spectrum is now extracted from the DRIFT-PHOENIX grid by using the functionalities of the [ReadModel](https://species.readthedocs.io/en/latest/species.read.html?highlight=ReadModel#species.read.read_model.ReadModel) class." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "read_model = species.ReadModel(model='drift-phoenix',\n", - " wavel_range=(0.7, 6.5))" + " wavel_range=None)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The grid is interpolated at the best-fit parameters with [get_model](https://species.readthedocs.io/en/latest/species.read.html?highlight=ReadModel#species.read.read_model.ReadModel.get_model). The argument of `model_param` contains the parameter dictionary that was returned by `get_median_sample`. The spectrum will be smoothed to a resolution of $R=500$. To extract the spectrum without smoothing at the resolution as stored in the database is achieved by setting `spec_res=None` and `smooth=False`." ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tomasstolker/applications/species/species/read/read_model.py:595: UserWarning: The 'corr_len_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", + " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:595: UserWarning: The 'corr_amp_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", + " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n", + "/Users/tomasstolker/applications/species/species/read/read_model.py:595: UserWarning: The 'scaling_GPI\\_H' parameter is not required by 'drift-phoenix' so the parameter will be ignored. The mandatory parameters are ['teff', 'logg', 'feh'].\n", + " warnings.warn(f'The \\'{key}\\' parameter is not required by \\'{self.model}\\' so '\n" + ] + } + ], "source": [ - "modelbox = read_model.get_model(model_param=median,\n", - " spec_res=50.)" + "modelbox = read_model.get_model(model_param=best,\n", + " spec_res=500.,\n", + " smooth=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "With the `ModelBox`, we interpolate the spectrum across a broader wavelength range and calculate the luminosity of the planet, which is added to the dictionary of the `parameters` attribute in the `ModelBox`." + "Some warnings are printed because the `model_param` dictionary contained calibration parameters (that were fitted), but these are not required when reading a model spectrum." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will also extract all spectra and photometric fluxes of beta Pic b with the [get_object](https://species.readthedocs.io/en/latest/species.data.html?highlight=get_object#species.data.database.Database.get_object) method which will return the output in an `ObjectBox`." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Calculating the luminosity... [DONE]\n", - "Wavelength range (um): 1.00e-01 - 5.00e+01\n", - "Luminosity (Lsun): 1.69e-04\n" + "Getting object: beta Pic b... [DONE]\n" ] - }, - { - "data": { - "text/plain": [ - "{'teff': 1770.7211401974637,\n", - " 'logg': 3.8769433889479266,\n", - " 'feh': 0.20907319296894736,\n", - " 'radius': 1.3840829808676365,\n", - " 'distance': 19.75,\n", - " 'mass': 5.567257551752952,\n", - " 'luminosity': 0.00016943445577401658}" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" } ], "source": [ - "modelbox = species.add_luminosity(modelbox)\n", - "modelbox.parameters" + "objectbox = database.get_object(object_name='beta Pic b',\n", + " inc_phot=True,\n", + " inc_spec=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We also extract the photometric data of beta Pic b." + "We then run the `ObjectBox` through the [update_spectra](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.read_util.update_spectra) function with the best-fit parameters. This function applies the flux scaling and could also inflate the errors in case the `model_param` dictionary contains error inflation parameters." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Getting object: beta Pic b... [DONE]\n" + "Scaling the flux of GPI\\_H: 1.13... [DONE]\n" ] } ], "source": [ - "objectbox = database.get_object(object_name='beta Pic b',\n", - " inc_phot=True,\n", - " inc_spec=False)" + "objectbox = species.update_spectra(objectbox=objectbox,\n", + " model_param=best)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "And we compute the residuals, that is, the difference between the observed values and the median values from the MCMC." + "Next, we calculate the residuals of the best-fit model with [get_residuals](https://species.readthedocs.io/en/latest/species.util.html?highlight=update_spectra#species.util.phot_util.get_residuals). This function will interpolate the grid at the specified parameters, calculate synthetic photometry for the filters that are provided as argument of `inc_phot`, and smooth and resample the spectra to the resolution and wavelengths of the spectra that are provided as argument of `inc_spec` (all spectra of the `ObjectBox` in this case). The returned residuals will be stored in a `ResidualsBox`." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -618,39 +1182,36 @@ "Calculating synthetic photometry... [DONE]\n", "Calculating residuals... [DONE]\n", "Residuals (sigma):\n", - " - Gemini/NICI.ED286: 0.69\n", - " - LCO/VisAO.Ys: 0.29\n", - " - Paranal/NACO.H: -0.69\n", - " - Paranal/NACO.J: -0.33\n", - " - Paranal/NACO.Ks: -1.15\n", - " - Paranal/NACO.Lp: -1.91\n", - " - Paranal/NACO.Mp: 0.38\n", - " - Paranal/NACO.NB374: -0.39\n", - " - Paranal/NACO.NB405: 1.98\n", - " - Paranal/SPHERE.IRDIS_D_K12_1: 3.66\n", - " - Paranal/SPHERE.IRDIS_D_K12_2: 8.29\n" + " - Paranal/NACO.Lp: -4.69\n", + " - Paranal/NACO.NB374: -1.11\n", + " - Paranal/NACO.NB405: -0.70\n", + " - Paranal/NACO.Mp: -0.78\n", + " - GPI\\_H: min: -1.26, max: 2.03\n", + " - GPI\\_J: min: -1.94, max: 3.95\n", + " - GPI\\_Y: min: -1.37, max: 1.37\n", + " - GRAVITY: min: -5.69, max: 5.14\n" ] } ], "source": [ "residuals = species.get_residuals(datatype='model',\n", " spectrum='drift-phoenix',\n", - " parameters=median,\n", + " parameters=best,\n", " objectbox=objectbox,\n", - " inc_phot=True,\n", - " inc_spec=False)" + " inc_phot=inc_phot,\n", + " inc_spec=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Finally, we obtain all the synthetic photometry from the model spectra at the median parameter values." + "Finally, we compute synthetic photometry from the best-fit model spectrum with the [multi_photometry](https://species.readthedocs.io/en/latest/species.util.html?highlight=multi_phot#species.util.phot_util.multi_photometry) function. Since we will plot all available photometric data of the `ObjectBox`, we will calculate synthetic photometry for all the names of the `filters` attribute of the `ObjectBox`." ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -665,26 +1226,54 @@ "synphot = species.multi_photometry(datatype='model',\n", " spectrum='drift-phoenix',\n", " filters=objectbox.filters,\n", - " parameters=median)" + " parameters=best)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's have a look inside the `SynphotBox`." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Opening SynphotBox...\n", + "name = synphot\n", + "flux = {'Gemini/NICI.ED286': 6.324736978089229e-15, 'Magellan/VisAO.Ys': 3.254495050981177e-15, 'Paranal/NACO.H': 6.032863101777227e-15, 'Paranal/NACO.J': 6.3948954907705766e-15, 'Paranal/NACO.Ks': 4.983635923266107e-15, 'Paranal/NACO.Lp': 2.0025302139642507e-15, 'Paranal/NACO.Mp': 8.533908419904405e-16, 'Paranal/NACO.NB374': 2.0928879135235758e-15, 'Paranal/NACO.NB405': 1.6616662765042234e-15}\n" + ] + } + ], + "source": [ + "synphot.open_box()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Plotting the SED and MCMC results" + "## Plotting the spectral energy distribution" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "All the `Box` objects are now passed to the `plot_spectrum` function, together with the filer names and the residuals." + "Now that we have gather all the `Box` objects with the results, we can pass them as list to the `boxes` parameter of the [plot_spectrum](https://species.readthedocs.io/en/latest/species.plot.html?highlight=plot_spectrum#species.plot.plot_spectrum.plot_spectrum) function. The `ResidualsBox` is separately provided as argument of `residuals`. We also include a list of filter names for which the transmission profiles will be plotted. The arguments of `residuals` and `filters` can also be set to `None` to not include these data in the plot.\n", + "\n", + "The somewhat complex part of `plot_spectrum` is the optional `plot_kwargs` parameter. The argument is a list with the same length as the list of `boxes`. Each item contains a dictionary with keyword arguments that can be used to fine-tune the styling of the plot. The item of the `SynphotBox` can be set to `None` because it is automatically adjusted to the styles that are used for the `ObjectBox`." ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -699,10 +1288,31 @@ "species.plot_spectrum(boxes=[samples, modelbox, objectbox, synphot],\n", " filters=objectbox.filters,\n", " residuals=residuals,\n", - " xlim=(0.7, 6.0),\n", - " ylim=(-1.2e-15, 1.3e-14),\n", + " plot_kwargs=[{'ls': '-', 'lw': 0.2, 'color': 'gray'},\n", + " {'ls': '-', 'lw': 1., 'color': 'black'},\n", + " {'GRAVITY': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'seagreen', 'ls': 'none', 'alpha': 0.5, 'label': 'VLTI/GRAVITY'},\n", + " 'GPI\\\\_Y': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5, 'label': 'Gemini/GPI'},\n", + " 'GPI\\\\_J': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", + " 'GPI\\\\_H': {'marker': 'o', 'ms': 5., 'mew': 0., 'color': 'darkslateblue', 'ls': 'none', 'alpha': 0.5},\n", + " 'Magellan/VisAO.Ys': {'marker': 's', 'ms': 5., 'color': 'goldenrod', 'ls': 'none', 'label': 'Magellan/VisAO'},\n", + " 'Gemini/NICI.ED286': {'marker': 's', 'ms': 5., 'color': 'teal', 'ls': 'none', 'label': 'Gemini/NICI'},\n", + " 'Paranal/NACO.J': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none', 'label': 'VLT/NACO'},\n", + " 'Paranal/NACO.H': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none'},\n", + " 'Paranal/NACO.Ks': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none'},\n", + " 'Paranal/NACO.NB374': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none'},\n", + " 'Paranal/NACO.Lp': {'marker': 's', 'ms': 5., 'color': 'tomato', 'ls': 'none'},\n", + " 'Paranal/NACO.NB405': {'marker': 's', 'markersize': 5., 'color': 'tomato', 'ls': 'none'},\n", + " 'Paranal/NACO.Mp': {'marker': 's', 'markersize': 5., 'color': 'tomato', 'ls': 'none'}},\n", + " None],\n", + " xlim=(0.8, 5.2),\n", + " ylim=(-1.15e-15, 1.15e-14),\n", + " ylim_res=(-7., 7.),\n", " scale=('linear', 'linear'),\n", - " offset=(-0.25, -0.06),\n", + " offset=(-0.4, -0.05),\n", + " legend=[{'loc': 'lower left', 'frameon': False, 'fontsize': 11.},\n", + " {'loc': 'upper right', 'frameon': False, 'fontsize': 11.}],\n", + " figsize=(8., 4.),\n", + " quantity='flux density',\n", " output='spectrum.png')" ] }, @@ -715,17 +1325,17 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 26, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "" ] }, - "execution_count": 20, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -751,7 +1361,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.10" + "version": "3.8.7" } }, "nbformat": 4, diff --git a/species/analysis/empirical.py b/species/analysis/empirical.py index 58ca1a17..d4bdccde 100644 --- a/species/analysis/empirical.py +++ b/species/analysis/empirical.py @@ -114,7 +114,13 @@ def spectral_type(self, species_db.add_spectrum(self.spec_library) h5_file = h5py.File(self.database, 'r') + # Read object spectrum obj_spec = self.object.get_spectrum()[self.spec_name][0] + + # Read inverted covariance matrix + obj_inv_cov = self.object.get_spectrum()[self.spec_name][2] + + # Read spectral resolution obj_res = self.object.get_spectrum()[self.spec_name][3] name_list = [] @@ -127,6 +133,7 @@ def spectral_type(self, print_message = '' for i, item in enumerate(h5_file[f'spectra/{self.spec_library}']): + # Read spectrum spectral type from library dset = h5_file[f'spectra/{self.spec_library}/{item}'] item_sptype = dset.attrs['sptype'].decode('utf-8') @@ -134,9 +141,12 @@ def spectral_type(self, continue if sptypes is None or item_sptype[0] in sptypes: + # Convert HDF5 dataset into numpy array spectrum = np.asarray(dset) if wavel_range is not None: + # Select subset of the spectrum + if wavel_range[0] is None: indices = np.where((spectrum[:, 0] < wavel_range[1]))[0] @@ -153,7 +163,6 @@ def spectral_type(self, 'use a broader range as argument of \'wavel_range\'.') spectrum = spectrum[indices, ] - empty_message = len(print_message)*' ' print(f'\r{empty_message}', end='') @@ -162,16 +171,20 @@ def spectral_type(self, for av_item in av_ext: for rv_item in rad_vel: + # Dust extinction ism_ext = dust_util.ism_extinction(av_item, 3.1, spectrum[:, 0]) flux_scaling = 10.**(-0.4*ism_ext) + # Shift wavelengths by RV wavel_shifted = spectrum[:, 0] + spectrum[:, 0] * 1e3*rv_item / constants.LIGHT + # Smooth spectrum flux_smooth = read_util.smooth_spectrum(wavel_shifted, spectrum[:, 1]*flux_scaling, spec_res=obj_res, force_smooth=True) + # Interpolate library spectrum to object wavelengths interp_spec = interp1d(spectrum[:, 0], flux_smooth, kind='linear', @@ -190,6 +203,12 @@ def spectral_type(self, chi_sq = (obj_spec[indices, 1] - c_k*flux_resample) / obj_spec[indices, 2] g_k = np.sum(w_i * chi_sq**2) + # obj_inv_cov_crop = obj_inv_cov[indices, :] + # obj_inv_cov_crop = obj_inv_cov_crop[:, indices] + # + # g_k = np.dot(obj_spec[indices, 1]-c_k*flux_resample, + # np.dot(obj_inv_cov_crop, obj_spec[indices, 1]-c_k*flux_resample)) + name_list.append(item) spt_list.append(item_sptype) gk_list.append(g_k) diff --git a/species/analysis/fit_model.py b/species/analysis/fit_model.py index 310e5193..40df9059 100644 --- a/species/analysis/fit_model.py +++ b/species/analysis/fit_model.py @@ -454,12 +454,12 @@ def __init__(self, for biases in the calibration: a scaling of the flux and a constant inflation of the uncertainties. - - For example, ``bounds={'SPHERE': ((0.8, 1.2), (-18., -14.))}`` if the scaling is - fitted between 0.8 and 1.2, and the error is inflated with a value between 1e-18 - and 1e-14 W m-2 um-1. + - For example, ``bounds={'SPHERE': ((0.8, 1.2), (0., 1.))}`` if the scaling is + fitted between 0.8 and 1.2, and the error is inflated (relative to the sampled + model fluxes) with a value between 0 and 1. - The dictionary key should be equal to the database tag of the spectrum. For - example, ``{'SPHERE': ((0.8, 1.2), (-18., -14.))}`` if the spectrum is stored as + example, ``{'SPHERE': ((0.8, 1.2), (0., 1.))}`` if the spectrum is stored as ``'SPHERE'`` with :func:`~species.data.database.Database.add_object`. - Each of the two calibration parameters can be set to ``None`` in which case the diff --git a/species/analysis/photometry.py b/species/analysis/photometry.py index 480df982..5d199224 100644 --- a/species/analysis/photometry.py +++ b/species/analysis/photometry.py @@ -226,6 +226,10 @@ def spectrum_to_flux(self, error_flux = np.std(phot_random) + elif error is not None and np.any(np.isnan(error)): + warnings.warn('Spectum contains NaN so can not calculate the error.') + error_flux = None + else: error_flux = None @@ -296,6 +300,10 @@ def spectrum_to_magnitude(self, error_app_mag = np.std(mag_random) + elif error is not None and np.any(np.isnan(error)): + warnings.warn('Spectum contains NaN so can not calculate the error.') + error_app_mag = None + else: error_app_mag = None diff --git a/species/data/companions.py b/species/data/companions.py index 97503801..59d5305a 100644 --- a/species/data/companions.py +++ b/species/data/companions.py @@ -22,7 +22,7 @@ def get_data() -> Dict[str, Dict[str, Union[Tuple[float, float], """ data = {'beta Pic b': {'distance': (19.75, 0.13), - 'app_mag': {'LCO/VisAO.Ys': (15.53, 0.34), # Males et al. 2014, + 'app_mag': {'Magellan/VisAO.Ys': (15.53, 0.34), # Males et al. 2014, 'Paranal/NACO.J': (14.11, 0.21), # Currie et al. 2013 'Gemini/NICI.ED286': (13.18, 0.15), # Males et al. 2014 'Paranal/NACO.H': (13.32, 0.14), # Currie et al. 2013 @@ -30,9 +30,7 @@ def get_data() -> Dict[str, Dict[str, Union[Tuple[float, float], 'Paranal/NACO.NB374': (11.25, 0.23), # Stolker et al. 2020 'Paranal/NACO.Lp': (11.30, 0.06), # Stolker et al. 2019 'Paranal/NACO.NB405': (10.98, 0.05), # Stolker et al. 2020 - 'Paranal/NACO.Mp': (11.10, 0.12), # Stolker et al. 2019 - 'Paranal/SPHERE.IRDIS_D_K12_1': (12.568, 0.003), # GRAVITY Collaboration et al. 2020 - 'Paranal/SPHERE.IRDIS_D_K12_2': (12.206, 0.002)}}, # GRAVITY Collaboration et al. 2020 + 'Paranal/NACO.Mp': (11.10, 0.12)}}, # Stolker et al. 2019 'HIP 65426 b': {'distance': (109.21, 0.75), 'app_mag': {'Paranal/SPHERE.IRDIS_D_H23_2': (17.94, 0.05), # Chauvin et al. 2017 diff --git a/species/data/database.py b/species/data/database.py index 4649e0ba..b3b7e8df 100644 --- a/species/data/database.py +++ b/species/data/database.py @@ -810,7 +810,7 @@ def add_object(self, # Read spectra for key, value in spectrum.items(): - if value[0].endswith('.fits'): + if value[0].endswith('.fits') or value[0].endswith('.fit'): with fits.open(value[0]) as hdulist: if 'INSTRU' in hdulist[0].header and \ hdulist[0].header['INSTRU'] == 'GRAVITY': @@ -887,7 +887,7 @@ def add_object(self, if value[1] is None: read_cov[key] = None - elif value[1].endswith('.fits'): + elif value[1].endswith('.fits') or value[1].endswith('.fit'): with fits.open(value[1]) as hdulist: if 'INSTRU' in hdulist[0].header and \ hdulist[0].header['INSTRU'] == 'GRAVITY': @@ -1425,13 +1425,20 @@ def get_mcmc_spectra(self, else: n_error = 0 - scaling = [] + ignore_param = [] + for i in range(n_scaling): - scaling.append(dset.attrs[f'scaling{i}']) + ignore_param.append(dset.attrs[f'scaling{i}']) - error = [] for i in range(n_error): - error.append(dset.attrs[f'error{i}']) + ignore_param.append(dset.attrs[f'error{i}']) + + for i in range(n_param): + if dset.attrs[f'parameter{i}'][:9] == 'corr_len_': + ignore_param.append(dset.attrs[f'parameter{i}']) + + elif dset.attrs[f'parameter{i}'][:9] == 'corr_amp_': + ignore_param.append(dset.attrs[f'parameter{i}']) if spec_res is not None and spectrum_type == 'calibration': warnings.warn('Smoothing of the spectral resolution is not implemented for calibration ' @@ -1483,7 +1490,7 @@ def get_mcmc_spectra(self, for i in tqdm.tqdm(range(samples.shape[0]), desc='Getting MCMC spectra'): model_param = {} for j in range(samples.shape[1]): - if param[j] not in scaling and param[j] not in error: + if param[j] not in ignore_param: model_param[param[j]] = samples[i, j] if distance: diff --git a/species/data/kesseli2017.py b/species/data/kesseli2017.py index 8b57e0b1..ac153bec 100644 --- a/species/data/kesseli2017.py +++ b/species/data/kesseli2017.py @@ -41,14 +41,14 @@ def add_kesseli2017(input_path: str, os.makedirs(data_folder) if not os.path.isfile(data_file): - print('Downloading SDSS spectra from Kesseli et al. 2017 (25 MB)...', end='', flush=True) + print('Downloading SDSS spectra from Kesseli et al. 2017 (145 MB)...', end='', flush=True) urllib.request.urlretrieve(data_url, data_file) print(' [DONE]') if os.path.exists(data_folder): shutil.rmtree(data_folder) - print('Unpacking SDSS spectra from Kesseli et al. 2017 (25 MB)...', end='', flush=True) + print('Unpacking SDSS spectra from Kesseli et al. 2017 (145 MB)...', end='', flush=True) tar = tarfile.open(data_file) tar.extractall(data_folder) tar.close() diff --git a/species/plot/plot_spectrum.py b/species/plot/plot_spectrum.py index 0c7cc559..191984f4 100644 --- a/species/plot/plot_spectrum.py +++ b/species/plot/plot_spectrum.py @@ -553,11 +553,11 @@ def plot_spectrum(boxes: list, for i in range(boxitem.flux[item].shape[1]): plot_obj = ax1.errorbar(wavelength, flux_scaling*boxitem.flux[item][0, i]/scaling, xerr=fwhm/2., - yerr=flux_scaling*boxitem.flux[item][1, i]/scaling, marker='s', ms=5, zorder=3) + yerr=flux_scaling*boxitem.flux[item][1, i]/scaling, marker='s', ms=5, zorder=3, color='black') else: plot_obj = ax1.errorbar(wavelength, flux_scaling*boxitem.flux[item][0]/scaling, xerr=fwhm/2., - yerr=flux_scaling*boxitem.flux[item][1]/scaling, marker='s', ms=5, zorder=3) + yerr=flux_scaling*boxitem.flux[item][1]/scaling, marker='s', ms=5, zorder=3, color='black') plot_kwargs[j][item] = {'marker': 's', 'ms': 5., 'color': plot_obj[0].get_color()}