From 5d9d828b58e1e109ef407437e49c59732a0b8c7b Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Wed, 22 Nov 2017 16:26:56 -0800 Subject: [PATCH 01/26] Add twilight config to desi.yaml --- CHANGES.rst | 2 +- specsim/data/config/desi.yaml | 26 ++++++++++++++++++++++++-- 2 files changed, 25 insertions(+), 3 deletions(-) diff --git a/CHANGES.rst b/CHANGES.rst index eb558aa..10a024e 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -1,7 +1,7 @@ 0.12 (unreleased) ----------------- -- No changes yet. +- Implement twilight sky brightness model. 0.11 (2017-10-10) ----------------- diff --git a/specsim/data/config/desi.yaml b/specsim/data/config/desi.yaml index cf50df9..1285e86 100644 --- a/specsim/data/config/desi.yaml +++ b/specsim/data/config/desi.yaml @@ -77,11 +77,33 @@ atmosphere: constants: # Phase of the moon from 0 (full) to 1 (new). moon_phase: 0.5 - # Zenith angles of the moon. An angle > 90 (below the horizon) + # Zenith angle of the moon. An angle > 90 (below the horizon) # will zero the scattered moon contribution. moon_zenith: 100 deg # Separation angle between the observation and moon. separation_angle: 60 deg + twilight: + # Un-normalized spectrum of scattered twilight sun. + # Use the same Wehrli 1985 extraterrestial solar spectrum for now. + table: + columns: + wavelength: { index: 1, unit: Angstrom } + flux: + index: 2 + # The actual units are W / (m2 micron) but we lie here + # (by a factor of 10) since the input normalization does + # not matter and old versions of speclite.filters do + # not interpret the actual units correctly. + unit: erg / (cm2 s Angstrom) + path: sky/solarspec.txt + format: ascii.basic + constants: + # Altitude angle of the sun. The model is only valid for + # altitudes < -12 deg and altitudes < -18 deg will have no + # twilight contribution. + sun_altitude: -20 deg + # Azimuth angle of the sun. + sun_azimuth: 90 deg # Zenith extinction coefficients. extinction: table: @@ -143,7 +165,7 @@ instrument: columns: wavelength: { index: 0, unit: Angstrom } fiber_acceptance: { index: 1 } - # Fits file of precomputed galsim fiber acceptance + # Fits file of precomputed galsim fiber acceptance # the fits file is created with specsim/fitgalsim.py # the fits file is read with specsim/fastfiberacceptance.py fast_fiber_acceptance_path: throughput/galsim-fiber-acceptance.fits From 50c5d79a89fb0357980e548a6603c6d7db5ec723 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Wed, 22 Nov 2017 16:43:33 -0800 Subject: [PATCH 02/26] Stub out new atmosphere.Twilight class --- specsim/atmosphere.py | 39 +++++++++++++++++++++++++++++++++++ specsim/data/config/desi.yaml | 6 ++++-- 2 files changed, 43 insertions(+), 2 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 84ed16e..74aaf6b 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -298,6 +298,33 @@ def plot(self): ncol=ncol, mode='expand', borderaxespad=0.) +class Twilight(object): + """Model of twilight scattered sun. + + Parameters + ---------- + wavelength : astropy.units.Quantity + Array of wavelengths with units where data is tabulated. + twilight_spectrum : astropy.units.Quantity + Tabulated spectrum of twilight scattered sun with units of flux density. + The normalization does not matter since it will be fixed by + :meth:`get_twilight_surface_brightness`. A solar spectrum can be used, + which effectively assumes that the twilight is unfiltered sunlight. + airmass : float + Airmass of the observation. + sun_altitude : astropy.units.Quantity + The altitude angle of the sun, which must be <= -12 deg. The model + predicts zero twilight contribution for altitudes below -18 deg. + sun_relative_azimuth : astropy.units.Quantity + Azimuth angle of the pointing relative to the sun. Must be in the + range [0, 180] deg, with 0 deg corresponding to pointing directly + towards the sun. + """ + def __init__(self, wavelength, twilight_spectrum, airmass, + sun_altitude, sun_relative_azimuth): + pass + + class Moon(object): """Model of scattered moonlight. @@ -736,6 +763,18 @@ def initialize(config): else: moon = None + # Initialize an optional twilight model. + twilight_config = getattr(atm_config, 'twilight', None) + if twilight_config: + twilight_spectrum = config.load_table(twilight_config, 'flux') + c = config.get_constants( + twilight_config, ['sun_altitude', 'sun_relative_azimuth']) + twilight = Twilight( + config.wavelength, twilight_spectrum, atm_config.airmass, + c['sun_altitude'], c[ 'sun_relative_azimuth']) + else: + twilight = None + atmosphere = Atmosphere( config.wavelength, surface_brightness_dict, extinction_coefficient, atm_config.extinct_emission, atm_config.sky.condition, diff --git a/specsim/data/config/desi.yaml b/specsim/data/config/desi.yaml index 1285e86..ab5b416 100644 --- a/specsim/data/config/desi.yaml +++ b/specsim/data/config/desi.yaml @@ -102,8 +102,10 @@ atmosphere: # altitudes < -12 deg and altitudes < -18 deg will have no # twilight contribution. sun_altitude: -20 deg - # Azimuth angle of the sun. - sun_azimuth: 90 deg + # Azimuth angle of the pointing relative to the sun. + # Must be in the range [0, 180] deg, with 0 deg corresponding + # to pointing directly towards the sun. + sun_relative_azimuth: 90 deg # Zenith extinction coefficients. extinction: table: From 98ec415e150502a99e1de69c61fb8e24795bd42b Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Wed, 22 Nov 2017 17:06:09 -0800 Subject: [PATCH 03/26] Implement twilight model ctor --- specsim/atmosphere.py | 26 +++++++++++++++++++++++--- 1 file changed, 23 insertions(+), 3 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 74aaf6b..54b08e7 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -310,6 +310,9 @@ class Twilight(object): The normalization does not matter since it will be fixed by :meth:`get_twilight_surface_brightness`. A solar spectrum can be used, which effectively assumes that the twilight is unfiltered sunlight. + dark_spectrum : astropy.units.Quantity + Tabulated spectrum of the dark sky with units of surface brightness. + The normalization does not matter since only the shape is used. airmass : float Airmass of the observation. sun_altitude : astropy.units.Quantity @@ -320,9 +323,25 @@ class Twilight(object): range [0, 180] deg, with 0 deg corresponding to pointing directly towards the sun. """ - def __init__(self, wavelength, twilight_spectrum, airmass, + def __init__(self, wavelength, twilight_spectrum, dark_spectrum, airmass, sun_altitude, sun_relative_azimuth): - pass + self._wavelength = wavelength + self._twilight_spectrum = twilight_spectrum + # Polynomial coefficients provided by Sergey Koposov (skoposov@cmu.edu). + self._coefs = np.array([ + 0.83117729, 0.0483253 , 0.16667734, 0.30204442, 0.11951503, + -0.02543634, -0.04861683, -0.02823325, -0.02950629, 0.0243316 , + 0.01172087, 0.10042982, 0.01908531, 0.00507117, -0.00675572, + -0.00111102, 0.02585374, -0.00692469]).reshape(3, -1) + # Load the SDSS i-band filter curve. + self._iband = speclite.filters.load_filter('sdss2010-i') + # Scale the dark-sky spectrum to have i=20.5/sq.arcsec. + imag0 = 20.5 * u.mag + area = 1 * u.arcsec ** 2 + imag = self._iband.get_ab_magnitude( + dark_spectrum * area, wavelength) * u.mag + scale = 10 ** (-(imag0 - imag) / (2.5 * u.mag)) + self._dark_spectrum = scale * dark_spectrum class Moon(object): @@ -770,7 +789,8 @@ def initialize(config): c = config.get_constants( twilight_config, ['sun_altitude', 'sun_relative_azimuth']) twilight = Twilight( - config.wavelength, twilight_spectrum, atm_config.airmass, + config.wavelength, twilight_spectrum, + surface_brightness_dict['dark'], atm_config.airmass, c['sun_altitude'], c[ 'sun_relative_azimuth']) else: twilight = None From 7b98c4bfd106bcc815c27737afb7db751947af6b Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Wed, 22 Nov 2017 17:24:21 -0800 Subject: [PATCH 04/26] Implement Twilight model getter/setters --- specsim/atmosphere.py | 120 +++++++++++++++++++++++++++++++++++++++++- 1 file changed, 118 insertions(+), 2 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 54b08e7..9bf3604 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -343,6 +343,123 @@ def __init__(self, wavelength, twilight_spectrum, dark_spectrum, airmass, scale = 10 ** (-(imag0 - imag) / (2.5 * u.mag)) self._dark_spectrum = scale * dark_spectrum + # Initialize the model parameters. + self.airmass = airmass + self.sun_altitude = sun_altitude + self.sun_relative_azimuth = sun_relative_azimuth + + def _update(self): + """Update the model based on the current parameter values. + """ + self._update_required = False + + if not self.visible: + self._surface_brightness = ( + np.zeros_like(self._twilight_spectrum) / (u.arcsec ** 2)) + self._scattered_i = None + return + + @property + def scattered_i(self): + """i-band surface brightness of twilight scattered sun. + + This is a read-only attribute whose value depends + on the current values of :attr:`airmass`, :attr:`sun_altitude`, + and :attr:`sun_relative_azimuth`. Returns None if the sun is + below -18 deg. + """ + if self._update_required: + self._update() + return self._scattered_i + + @property + def surface_brightness(self): + """astropy.units.Quantity: Tabulated twilight surface brightness. + + This is the only model attribute used for simulation. Its value depends + on the current values of :attr:`airmass`, :attr:`sun_altitude`, + and :attr:`sun_relative_azimuth`. + """ + if self._update_required: + self._update() + return self._surface_brightness + + @property + def airmass(self): + """Airmass of observation used for twilight model. + + Changes to this value will update :attr:`obs_zenith` and + :attr:`surface_brightness`. + + This should normally be the same airmass that is used in the + :class:`Atmosphere` model to calculate source extinction, but this + is not checked here. + """ + return self._airmass + + @airmass.setter + def airmass(self, airmass): + # Remove any dimensionless astropy.units.Quantity wrapper since + # np.arcsin(Quantity(1)) has u.rad added automatically, but we + # add it explicitly below. + self._airmass = np.float(airmass) + # Estimate the zenith angle corresponding to this observing airmass. + # We invert eqn.3 of KS1991 for this (instead of eqn.14). + self._obs_zenith = np.arcsin( + np.sqrt((1 - self._airmass ** -2) / 0.96)) * u.rad + self._update_required = True + + @property + def obs_zenith(self): + """Read-only value of the observing zenith angle. + + This attribute is calculated from :attr:`airmass` by inverting + Eqn.3 of Krisciunas & Schaefer 1991: + + .. math:: + + X = (1 - 0.96 \\sin^2 Z)^{-0.5} + """ + return self._obs_zenith + + @property + def sun_altitude(self): + """Sun altitude angle. + + Changes to this value will update :attr:`surface_brightness` + and :attr:`visible`. + """ + return self._sun_altitude + + @sun_altitude.setter + def sun_altitude(self, sun_altitude): + self._sun_altitude = sun_altitude + if self._sun_altitude >= -12 * u.deg: + raise ValueError('Twilight: sun_altitude must be below -12 deg.') + self._visible = self._sun_altitude > -18 * u.deg + self._update_required = True + + @property + def sun_relative_azimuth(self): + """Sun relative azimuth angle. + + Changes to this value will update :attr:`surface_brightness`. + """ + return self._sun_relative_azimuth + + @sun_relative_azimuth.setter + def sun_relative_azimuth(self, sun_relative_azimuth): + self._sun_relative_azimuth = sun_relative_azimuth + self._update_required = True + + @property + def visible(self): + """bool: Read-only visibility of any twilight contribution. + + The visibility criterion is :attr:`sun_altitude` > -18 degrees. + """ + return self._visible + class Moon(object): """Model of scattered moonlight. @@ -536,14 +653,13 @@ def moon_zenith(self): :attr:`surface_brightness` and :attr:`visible`. """ return self._moon_zenith - self._update_required = True @moon_zenith.setter def moon_zenith(self, moon_zenith): self._moon_zenith = moon_zenith self._visible = self._moon_zenith < 90 * u.deg - + self._update_required = True @property def separation_angle(self): From cbc85e32a0b3b0e75ab81e2aa42b03be46fc7860 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 23 Nov 2017 09:46:27 -0800 Subject: [PATCH 05/26] Implement twilight model in standalone func with unit tests --- specsim/atmosphere.py | 121 +++++++++++++++++++++++++++++-- specsim/tests/test_atmosphere.py | 39 ++++++++++ 2 files changed, 154 insertions(+), 6 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 9bf3604..ea1366c 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -327,12 +327,6 @@ def __init__(self, wavelength, twilight_spectrum, dark_spectrum, airmass, sun_altitude, sun_relative_azimuth): self._wavelength = wavelength self._twilight_spectrum = twilight_spectrum - # Polynomial coefficients provided by Sergey Koposov (skoposov@cmu.edu). - self._coefs = np.array([ - 0.83117729, 0.0483253 , 0.16667734, 0.30204442, 0.11951503, - -0.02543634, -0.04861683, -0.02823325, -0.02950629, 0.0243316 , - 0.01172087, 0.10042982, 0.01908531, 0.00507117, -0.00675572, - -0.00111102, 0.02585374, -0.00692469]).reshape(3, -1) # Load the SDSS i-band filter curve. self._iband = speclite.filters.load_filter('sdss2010-i') # Scale the dark-sky spectrum to have i=20.5/sq.arcsec. @@ -461,6 +455,121 @@ def visible(self): return self._visible +"""Polynomial coefficients provided by Sergey Koposov (skoposov@cmu.edu). +Used by func:`twilight_surface_brightness`. +""" +twilight_coefs = np.array([ + 0.83117729, 0.0483253 , 0.16667734, 0.30204442, 0.11951503, + -0.02543634, -0.04861683, -0.02823325, -0.02950629, 0.0243316 , + 0.01172087, 0.10042982, 0.01908531, 0.00507117, -0.00675572, + -0.00111102, 0.02585374, -0.00692469]).reshape(3, 6) + + +def twilight_surface_brightness( + obj_altitude, sun_altitude, sun_relative_azimuth, + coefs=twilight_coefs): + """Return i-band twilight surface brightness. + + The result combines the dark sky (nominally i=20.5) plus the twilight + scattered sun contributions. + + The first three inputs can be arrays with broadcastable shapes. + The calculation is then automatically broadcast to the result. + + Based on a fit to SDSS DR9 i-band imaging performed by Sergey Koposov. + https://desi.lbl.gov/trac/wiki/MilkyWayWG/SkyBrightnessTwilight + https://github.com/segasai/desi_twilight_test + + Parameters + ---------- + obj_altitude : astropy.units.Quantity + Object altitude angle(s) to use. Must be in the range [0, 90] deg. + + sun_altitude : astropy.units.Quantity + Sun altitude angle(s) to use. Must be in the range [-90, -12] deg. + + sun_relative_azimuth : astropy.units.Quantity + Relative azimuth angle(s) between the object and the sun. + + coefs : array + Array with shape (3, 6) of polynomial coefficients to use. + + Returns + ------- + float or array + Magnitude(s) of dark sky plus twilight scattered sun. + """ + # Check input units and convert to degrees. + try: + obj_altitude = obj_altitude.to(u.deg).value + sun_altitude = sun_altitude.to(u.deg).value + sun_relative_azimuth = sun_relative_azimuth.to(u.deg).value + except (u.UnitConversionError, AttributeError) as e: + raise ValueError('invalid input units') + + # Remember to return a scalar when all inputs are scalar. + scalar_result = np.broadcast( + obj_altitude, sun_altitude, sun_relative_azimuth).shape == () + + # Vectorize all subsequent calculations. + obj_altitude = np.atleast_1d(obj_altitude) + sun_altitude = np.atleast_1d(sun_altitude) + sun_relative_azimuth = np.atleast_1d(sun_relative_azimuth) + + # Check that input arrays have compatible shapes. Raises a ValueError + # if this is not true. + result_shape = np.broadcast( + obj_altitude, sun_altitude, sun_relative_azimuth).shape + + # Check input ranges. + if np.any((obj_altitude < 0) | (obj_altitude > 90)): + raise ValueError('obj_altitude allowed range is [0, 90] deg.') + if np.any((sun_altitude < -90) | (sun_altitude > -12)): + raise ValueError('sun_altitude allowed range is [-90,-12] deg.') + + # Wrap relative azimuth around to [0, 180] deg. + sun_relative_azimuth = np.remainder(sun_relative_azimuth, 360) + sun_relative_azimuth = np.minimum( + sun_relative_azimuth, 360 - sun_relative_azimuth) + assert np.all((sun_relative_azimuth >= 0) & (sun_relative_azimuth <= 180)) + + # Convert from (obj_altitude, sun_relative_azimuth) to (x, y). + daz = np.deg2rad(sun_relative_azimuth) + cos_alt = np.cos(np.deg2rad(obj_altitude)) + x = np.cos(daz) * cos_alt + y = np.sin(daz) * cos_alt + assert np.all((x ** 2 + y ** 2 <= 1) & (y >= 0) & (np.abs(x) < 1)) + + # Convert from (sun_altitude) to z. + min_alt = -18. + z = np.maximum(sun_altitude, min_alt) - min_alt + + # Evaluate the 3 quadratic coefficients in z at each (x,y). + xy_shape = np.broadcast(x, y).shape + poly_xy_terms = np.empty(xy_shape + (1, 6)) + poly_xy_terms[...,0,0] = 1. + poly_xy_terms[...,0,1] = x + 0 * y + poly_xy_terms[...,0,2] = y + 0 * x + poly_xy_terms[...,0,3] = x ** 2 + 0 * y + poly_xy_terms[...,0,4] = y ** 2 + 0 * x + poly_xy_terms[...,0,5] = x * y + z_coefs = (coefs * poly_xy_terms).sum(axis=-1) + assert z_coefs.shape == xy_shape + (3,) + + # Evaluate the quadratic in z at each (x,y). + z_terms = np.empty(z.shape + (3,)) + z_terms[...,0] = 1. + z_terms[...,1] = z + z_terms[...,2] = z ** 2 + result = (z_terms * z_coefs).sum(axis=-1) + assert result.shape == result_shape + + # Convert to magnitude. + result = 22.5 - 2.5 * result + + return result[0] if scalar_result else result + + class Moon(object): """Model of scattered moonlight. diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 21907a4..e35e4bc 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -103,6 +103,45 @@ def test_seeing_none(): a.seeing_fwhm_ref = 1.5 * u.arcsec +def test_twilight_func(): + def check(*args): + result = twilight_surface_brightness(*args) + assert np.all((result < 20.6) & (result > 17.1)) + # Check broadcasting. + check(15 * u.deg, -15 * u.deg, 0 * u.rad) + check([15] * u.deg, -15 * u.deg, 0 * u.rad) + check([15] * u.deg, [-15] * u.deg, 0 * u.rad) + check([15] * u.deg, [-15] * u.deg, [0] * u.rad) + check(15 * u.deg, [-15] * u.deg, [0] * u.rad) + check(15 * u.deg, [-15] * u.deg, [0] * u.rad) + check([15] * u.deg, [-16, -15, -14] * u.deg, 0 * u.rad) + check([15, 15] * u.deg, -15 * u.deg, [0, 0] * u.rad) + check([15, 15] * u.deg, [-15, -20] * u.deg, [0, 0] * u.rad) + check([15, 15] * u.deg, -15 * u.deg, 0 * u.deg) + check([[15],[15]] * u.deg, [-16, -15, -14] * u.deg, 0 * u.rad) + # Check wraparound in azimuth. + check(15 * u.deg, -15 * u.deg, [-400, -90, 0, 90, 180, 270, 400] * u.deg) + # Verify range checks. + with pytest.raises(ValueError): + check(-1 * u.deg, -15 * u.deg, 0 * u.deg) + with pytest.raises(ValueError): + check([1, 91] * u.deg, -15 * u.deg, 0 * u.deg) + with pytest.raises(ValueError): + check(15 * u.deg, -10 * u.deg, 0 * u.deg) + with pytest.raises(ValueError): + check(15 * u.deg, [-10, -15] * u.deg, 0 * u.deg) + # Verify broadcasting checks. + with pytest.raises(ValueError): + check([15, 15] * u.deg, [-15, -15, -15] * u.deg, 0 * u.deg) + with pytest.raises(ValueError): + check([15, 15] * u.deg, -15 * u.deg, [0, 0, 0] * u.deg) + # Verify unit checking. + with pytest.raises(ValueError): + check(15, -15 * u.deg, 0 * u.deg) + with pytest.raises(ValueError): + check(15 * u.m, -15 * u.deg, 0 * u.deg) + + def test_plot(): c = specsim.config.load_config('test') a = initialize(c) From c2325022ecc25e99e1e806dd0230c275c4d5ee8d Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 23 Nov 2017 12:01:16 -0800 Subject: [PATCH 06/26] Allow travis test failures with astropy dev --- .travis.yml | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/.travis.yml b/.travis.yml index 15d1091..e07754e 100644 --- a/.travis.yml +++ b/.travis.yml @@ -77,10 +77,7 @@ matrix: - os: linux env: SETUP_CMD='build_docs -w' - # Now try Astropy dev and LTS vesions with the latest 3.x and 2.7. - - os: linux - env: ASTROPY_VERSION=development - EVENT_TYPE='pull_request push cron' + # Now try Astropy LTS vesions with the latest 3.x and 2.7. - os: linux env: PYTHON_VERSION=2.7 ASTROPY_VERSION=lts - os: linux @@ -110,6 +107,13 @@ matrix: env: MAIN_CMD='pycodestyle packagename --count' SETUP_CMD='' allow_failures: + # Try astropy dev version. This current causes some doctests + # to fail because they produce the following unexpected output: + # Downloading http://maia.usno.navy.mil/ser7/finals2000A.all [Done] + # from `simulator = specsim.simulator.Simulator('test')`` + - os: linux + env: ASTROPY_VERSION=development + EVENT_TYPE='pull_request push cron' # Do a PEP8 test with pycodestyle # (allow to fail unless your code completely compliant) - os: linux From 4cd8b50d4a132bb575b587762ca39920a6ff2197 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 23 Nov 2017 12:54:07 -0800 Subject: [PATCH 07/26] Add twilight polar plot --- specsim/atmosphere.py | 78 ++++++++++++++++++++++++++++++-- specsim/tests/test_atmosphere.py | 5 ++ 2 files changed, 80 insertions(+), 3 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index ea1366c..a7a01e3 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -484,13 +484,10 @@ def twilight_surface_brightness( ---------- obj_altitude : astropy.units.Quantity Object altitude angle(s) to use. Must be in the range [0, 90] deg. - sun_altitude : astropy.units.Quantity Sun altitude angle(s) to use. Must be in the range [-90, -12] deg. - sun_relative_azimuth : astropy.units.Quantity Relative azimuth angle(s) between the object and the sun. - coefs : array Array with shape (3, 6) of polynomial coefficients to use. @@ -570,6 +567,81 @@ def twilight_surface_brightness( return result[0] if scalar_result else result +def plot_twilight_brightness( + sun_altitude, sun_azimuth, coefs=twilight_coefs, + imin=17., imax=20.5, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): + """Create a polar plot of the i-band twilight scattered surface brightness. + Evaluates the model of :func:`twilight_surface_brightness` on a polar + grid of observation pointings, for a fixed sun position. + This method requires that matplotlib is installed. + Parameters + ---------- + sun_altitude : astropy.units.Quantity + See :func:`twilight_surface_brightness`. Must be a scalar. + sun_azimuth : astropy.units.Quantity + Aziumuthal angle of the sun in angular units. Azimuth is measured + clockwize from zero (North). Must be a scalar. + coefs : array + Array with shape (3, 6) of polynomial coefficients to use. + imin : float + Minimum i-band magnitude to use for the color scale. + imax : float + Maximum i-band magnitude to use for the color scale. + ngrid : int + Size of observing location zenith and azimuth grids to use. + cmap : str + Name of the matplotlib color map to use. + figure_size : tuple or None + Tuple (width, height) giving the figure dimensions in inches. + + Returns + ------- + tuple + Tuple (fig, ax, cax) of matplotlib objects created for this plot. You + can ignore these unless you want to make further changes to the plot. + """ + import matplotlib.pyplot as plt + + # Build a grid in observation (zenith, azimuth). + obs_alt = np.linspace(1., 90., ngrid, endpoint=False) * u.deg + obs_az = (np.linspace(0., 360., ngrid) * u.deg)[:, np.newaxis] + + # Calculate the i-band twilight surface brightness. + imag = twilight_surface_brightness( + obs_alt, sun_altitude, obs_az - sun_azimuth) + + # Initialize the plot. We are borrowing from: + # http://blog.rtwilson.com/producing-polar-contour-plots-with-matplotlib/ + fig, ax = plt.subplots( + figsize=figure_size, subplot_kw=dict(projection='polar')) + r, theta = np.meshgrid( + 90 - obs_alt.to(u.deg).value, obs_az.to(u.rad).value[:,0], copy=False) + ax.set_theta_zero_location('N') + ax.set_theta_direction(-1) + ax.set_ylim(0., 90.) + + # Draw a polar contour plot. + levels = np.linspace(imin, imax, 50) + cax = ax.contourf(theta, r, imag, levels, extend='both', cmap=cmap) + fig.colorbar(cax, ticks=np.linspace(imin, imax, 5)).set_label( + 'Twilight Scattered Sun [i-mag/arcsec2]') + + # Draw a point indicating the sun position mirrored to -alt. + sun_alt = sun_altitude.to(u.deg).value + plt.scatter(sun_azimuth.to(u.rad).value, 90 + sun_alt, + s=150., marker='o', color='yellow', lw=0.5, edgecolor='k') + + # Add labels. + xy, coords = (1., 0.), 'axes fraction' + plt.annotate('Alt(sun) = {0:.3f}$^\circ$'.format(sun_alt), + xy, xy, coords, coords, + horizontalalignment='right', verticalalignment='top', + size='x-large', color='k') + + plt.tight_layout() + return fig, ax, cax + + class Moon(object): """Model of scattered moonlight. diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index e35e4bc..b5b04b5 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -148,6 +148,11 @@ def test_plot(): a.plot() +def test_plot_twilight(): + plot_twilight_brightness( + sun_altitude=-15 * u.deg, sun_azimuth=90 * u.deg) + + def test_plot_moon(): plot_lunar_brightness( moon_zenith=60*u.deg, moon_azimuth=90*u.deg, moon_phase=0.25) From 7a039960753474c5aa4bb6b50f249943afcdfc4d Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 23 Nov 2017 13:18:43 -0800 Subject: [PATCH 08/26] Fix sphinx error --- .travis.yml | 5 +++++ specsim/atmosphere.py | 2 ++ 2 files changed, 7 insertions(+) diff --git a/.travis.yml b/.travis.yml index e07754e..1036579 100644 --- a/.travis.yml +++ b/.travis.yml @@ -77,6 +77,11 @@ matrix: - os: linux env: SETUP_CMD='build_docs -w' + # Try astropy dev version. + - os: linux + env: ASTROPY_VERSION=development + EVENT_TYPE='pull_request push cron' + # Now try Astropy LTS vesions with the latest 3.x and 2.7. - os: linux env: PYTHON_VERSION=2.7 ASTROPY_VERSION=lts diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index a7a01e3..b322553 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -571,9 +571,11 @@ def plot_twilight_brightness( sun_altitude, sun_azimuth, coefs=twilight_coefs, imin=17., imax=20.5, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): """Create a polar plot of the i-band twilight scattered surface brightness. + Evaluates the model of :func:`twilight_surface_brightness` on a polar grid of observation pointings, for a fixed sun position. This method requires that matplotlib is installed. + Parameters ---------- sun_altitude : astropy.units.Quantity From 23e72b4e6c1251bdc20dddb04cca0d67fac23ee6 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 06:44:47 -0800 Subject: [PATCH 09/26] Flesh out docstring --- specsim/atmosphere.py | 37 +++++++++++++++++++++++++++++++++---- 1 file changed, 33 insertions(+), 4 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index b322553..cf7704e 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -476,9 +476,37 @@ def twilight_surface_brightness( The first three inputs can be arrays with broadcastable shapes. The calculation is then automatically broadcast to the result. - Based on a fit to SDSS DR9 i-band imaging performed by Sergey Koposov. - https://desi.lbl.gov/trac/wiki/MilkyWayWG/SkyBrightnessTwilight - https://github.com/segasai/desi_twilight_test + The total (dark + twilight) sky surface brightness during periods when + the moon is below the horizon and the sun is 12 - 18 deg below the horizon + is modeled as: + + .. math:: + + B(x, y, z) = \sum_{k=0}^2 z^k \left( + p_{k0} + p_{k1} x + p_{k2} y + p_{k3} x^2 + p_{k4} y^2 + p_{k5} xy + \\right) + + with: + + .. math:: + + x = \cos(Az_{obj} - Az_{sun}) \cos(Alt_{obj}) \quad, \quad + y = \sin(\left| Az_{obj} - Az_{sun}\\right|) \cos(Alt_{obj}) \quad, \quad + z \equiv \max(Alt_{sun} + 18^\circ, 0) \; . + + For example :math:`(x,y) = (0,0), (1,0), (-1,0)` correspond to the zenith and + pointing at the horizon directly towards / away from the sun, respectively. + The physical range of :math:`(x, y, z)` is bounded by: + + .. math:: + + -1 \le x \le +1 \quad,\quad 0 \le y \le 1 \quad, \quad + x^2 + y^2 \le 1 \quad , \quad 0 \le z \le 8 \; . + + The default parameter values :math:`p_{kj}` are based on a fit to SDSS + DR9 i-band imaging performed by Sergey Koposov. For details, see + https://desi.lbl.gov/trac/wiki/MilkyWayWG/SkyBrightnessTwilight and + https://github.com/segasai/desi_twilight_test. Parameters ---------- @@ -486,6 +514,7 @@ def twilight_surface_brightness( Object altitude angle(s) to use. Must be in the range [0, 90] deg. sun_altitude : astropy.units.Quantity Sun altitude angle(s) to use. Must be in the range [-90, -12] deg. + Values below -18 deg are considered dark, with no scattered sun. sun_relative_azimuth : astropy.units.Quantity Relative azimuth angle(s) between the object and the sun. coefs : array @@ -539,7 +568,7 @@ def twilight_surface_brightness( # Convert from (sun_altitude) to z. min_alt = -18. - z = np.maximum(sun_altitude, min_alt) - min_alt + z = np.maximum(sun_altitude + 18, 0) # Evaluate the 3 quadratic coefficients in z at each (x,y). xy_shape = np.broadcast(x, y).shape From 54c89689f12106c6d97401bb144faac13f450781 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 07:30:49 -0800 Subject: [PATCH 10/26] Implement optional dark subtraction from twilight model --- specsim/atmosphere.py | 52 ++++++++++++++++++++++++++++++++----------- 1 file changed, 39 insertions(+), 13 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index cf7704e..0b5e644 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -467,12 +467,9 @@ def visible(self): def twilight_surface_brightness( obj_altitude, sun_altitude, sun_relative_azimuth, - coefs=twilight_coefs): + subtract_dark=20.5, coefs=twilight_coefs): """Return i-band twilight surface brightness. - The result combines the dark sky (nominally i=20.5) plus the twilight - scattered sun contributions. - The first three inputs can be arrays with broadcastable shapes. The calculation is then automatically broadcast to the result. @@ -491,12 +488,12 @@ def twilight_surface_brightness( .. math:: x = \cos(Az_{obj} - Az_{sun}) \cos(Alt_{obj}) \quad, \quad - y = \sin(\left| Az_{obj} - Az_{sun}\\right|) \cos(Alt_{obj}) \quad, \quad - z \equiv \max(Alt_{sun} + 18^\circ, 0) \; . + y = \sin(\left| Az_{obj} - Az_{sun}\\right|) \cos(Alt_{obj}) + \quad, \quad z \equiv \max(Alt_{sun} + 18^\circ, 0) \; . - For example :math:`(x,y) = (0,0), (1,0), (-1,0)` correspond to the zenith and - pointing at the horizon directly towards / away from the sun, respectively. - The physical range of :math:`(x, y, z)` is bounded by: + For example :math:`(x,y) = (0,0), (1,0), (-1,0)` correspond to the zenith + and pointing at the horizon directly towards / away from the sun, + respectively. The physical range of :math:`(x, y, z)` is bounded by: .. math:: @@ -508,6 +505,17 @@ def twilight_surface_brightness( https://desi.lbl.gov/trac/wiki/MilkyWayWG/SkyBrightnessTwilight and https://github.com/segasai/desi_twilight_test. + When a value of ``subtract_dark`` (:math:`m_d`) is specified, the + dark + solar predicted magnitude :math:`m_{d+s}` is converted into the + solar-only magnitude :math:`m_s` using: + + .. math:: + + m_s = -2.5 \log_{10}\left(10^{-0.4 m_{d+s} - 10^{-0.4 m_d}}\\right) + + Otherwise, the result combines the dark sky (nominally i=20.5) plus the + twilight scattered sun contribution. + Parameters ---------- obj_altitude : astropy.units.Quantity @@ -517,13 +525,22 @@ def twilight_surface_brightness( Values below -18 deg are considered dark, with no scattered sun. sun_relative_azimuth : astropy.units.Quantity Relative azimuth angle(s) between the object and the sun. + subtract_dark : float or None + Surface brightness (in mag/sq.arcsec.) of dark sky component to + subtract, returning the solar-only magnitude. Returns ``-np.inf`` if + the dark + solar predicted magnitude is greater than this value. + No subtraction is performed when this parameter is ``None``. coefs : array Array with shape (3, 6) of polynomial coefficients to use. Returns ------- float or array - Magnitude(s) of dark sky plus twilight scattered sun. + i-band twilight surface brightness in mags/sq.arc.sec with the flux + corresponding to ``subtract_dark`` subtracted (unless this + value is ``None``). Might be ``-np.inf`` if the predicted brightness + is less than ``subtract_dark``, indicating that no solar + contribution is present. """ # Check input units and convert to degrees. try: @@ -590,14 +607,21 @@ def twilight_surface_brightness( result = (z_terms * z_coefs).sum(axis=-1) assert result.shape == result_shape - # Convert to magnitude. + # Convert to surface brightness in mag / sq.arcsec. result = 22.5 - 2.5 * result + # Subtract the dark contribution if requested. + if subtract_dark is not None: + solar_flux = 10 ** (-0.4 * result) - 10 ** (-0.4 * subtract_dark) + pos = solar_flux > 0 + result[pos] = -2.5 * np.log10(solar_flux[pos]) + result[~pos] = -np.inf + return result[0] if scalar_result else result def plot_twilight_brightness( - sun_altitude, sun_azimuth, coefs=twilight_coefs, + sun_altitude, sun_azimuth, subtract_dark=None, coefs=twilight_coefs, imin=17., imax=20.5, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): """Create a polar plot of the i-band twilight scattered surface brightness. @@ -612,6 +636,8 @@ def plot_twilight_brightness( sun_azimuth : astropy.units.Quantity Aziumuthal angle of the sun in angular units. Azimuth is measured clockwize from zero (North). Must be a scalar. + subtract_dark : float or None + See :func:`twilight_surface_brightness`. coefs : array Array with shape (3, 6) of polynomial coefficients to use. imin : float @@ -639,7 +665,7 @@ def plot_twilight_brightness( # Calculate the i-band twilight surface brightness. imag = twilight_surface_brightness( - obs_alt, sun_altitude, obs_az - sun_azimuth) + obs_alt, sun_altitude, obs_az - sun_azimuth, subtract_dark, coefs) # Initialize the plot. We are borrowing from: # http://blog.rtwilson.com/producing-polar-contour-plots-with-matplotlib/ From a5166c2fabadb10fa35d6868a21fa63672350a30 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 08:17:21 -0800 Subject: [PATCH 11/26] Scale solar spectrum for twilight prediction --- specsim/atmosphere.py | 49 +++++++++++++++-------------------- specsim/data/config/test.yaml | 19 ++++++++++++++ 2 files changed, 40 insertions(+), 28 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 0b5e644..04574d5 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -310,9 +310,6 @@ class Twilight(object): The normalization does not matter since it will be fixed by :meth:`get_twilight_surface_brightness`. A solar spectrum can be used, which effectively assumes that the twilight is unfiltered sunlight. - dark_spectrum : astropy.units.Quantity - Tabulated spectrum of the dark sky with units of surface brightness. - The normalization does not matter since only the shape is used. airmass : float Airmass of the observation. sun_altitude : astropy.units.Quantity @@ -323,19 +320,15 @@ class Twilight(object): range [0, 180] deg, with 0 deg corresponding to pointing directly towards the sun. """ - def __init__(self, wavelength, twilight_spectrum, dark_spectrum, airmass, + def __init__(self, wavelength, twilight_spectrum, airmass, sun_altitude, sun_relative_azimuth): self._wavelength = wavelength self._twilight_spectrum = twilight_spectrum # Load the SDSS i-band filter curve. self._iband = speclite.filters.load_filter('sdss2010-i') - # Scale the dark-sky spectrum to have i=20.5/sq.arcsec. - imag0 = 20.5 * u.mag - area = 1 * u.arcsec ** 2 - imag = self._iband.get_ab_magnitude( - dark_spectrum * area, wavelength) * u.mag - scale = 10 ** (-(imag0 - imag) / (2.5 * u.mag)) - self._dark_spectrum = scale * dark_spectrum + # Calculate the i-band magnitude of the input spectrum. + self._imag0 = self._iband.get_ab_magnitude( + self._twilight_spectrum, self._wavelength) / u.mag # Initialize the model parameters. self.airmass = airmass @@ -344,14 +337,28 @@ def __init__(self, wavelength, twilight_spectrum, dark_spectrum, airmass, def _update(self): """Update the model based on the current parameter values. + + Uses visible, obs_zenith, sun_altitude, sun_relative_azimuth and + updates _scattered_i and _surface_brightness. """ self._update_required = False - if not self.visible: + area = u.arcsec ** 2 + if self.visible: + # Calculate the i-band surface brightness of the solar component. + self._scattered_i = twilight_surface_brightness( + 90 * u.deg - self.obs_zenith, self.sun_altitude, + self.sun_relative_azimuth) + if not self.visible or self._scattered_i == -np.inf: + # Model predicts zero solar component. self._surface_brightness = ( - np.zeros_like(self._twilight_spectrum) / (u.arcsec ** 2)) + np.zeros_like(self._twilight_spectrum) / area) self._scattered_i = None return + # Scale the solar spectrum to the predicted magnitude and apply + # surface brightness units. + scale = 10 ** (-0.4 * (self.imag0 - self._scattered_i)) + self._surface_brightness = scale * self._twilight_spectrum / area @property def scattered_i(self): @@ -756,7 +763,6 @@ def __init__(self, wavelength, moon_spectrum, extinction_coefficient, self.separation_angle = separation_angle self.moon_phase = moon_phase - def _update(self): """Update the model based on the current parameter values. """ @@ -789,7 +795,6 @@ def _update(self): self._surface_brightness *= 10 ** ( -(self._scattered_V * area - raw_V) / (2.5 * u.mag)) / area - @property def scattered_V(self): """V-band surface brightness of scattered moonlight. @@ -803,7 +808,6 @@ def scattered_V(self): self._update() return self._scattered_V - @property def surface_brightness(self): """astropy.units.Quantity: Tabulated scattered moon surface brightness. @@ -816,7 +820,6 @@ def surface_brightness(self): self._update() return self._surface_brightness - @property def airmass(self): """Airmass of observation used for lunar scattering model. @@ -830,7 +833,6 @@ def airmass(self): """ return self._airmass - @airmass.setter def airmass(self, airmass): # Remove any dimensionless astropy.units.Quantity wrapper since @@ -843,7 +845,6 @@ def airmass(self, airmass): np.sqrt((1 - self._airmass ** -2) / 0.96)) * u.rad self._update_required = True - @property def visible(self): """bool: Read-only visibility of the moon. @@ -852,7 +853,6 @@ def visible(self): """ return self._visible - @property def moon_phase(self): """Phase of the moon. @@ -862,13 +862,11 @@ def moon_phase(self): """ return self._moon_phase - @moon_phase.setter def moon_phase(self, moon_phase): self._moon_phase = moon_phase self._update_required = True - @property def obs_zenith(self): """Read-only value of the observing zenith angle. @@ -882,7 +880,6 @@ def obs_zenith(self): """ return self._obs_zenith - @property def moon_zenith(self): """Moon zenith angle. @@ -892,7 +889,6 @@ def moon_zenith(self): """ return self._moon_zenith - @moon_zenith.setter def moon_zenith(self, moon_zenith): self._moon_zenith = moon_zenith @@ -908,13 +904,11 @@ def separation_angle(self): """ return self._separation_angle - @separation_angle.setter def separation_angle(self, separation_angle): self._separation_angle = separation_angle self._update_required = True - @property def vband_extinction(self): """Read-only value of the V-band extinction of the moon spectrum. @@ -1143,8 +1137,7 @@ def initialize(config): c = config.get_constants( twilight_config, ['sun_altitude', 'sun_relative_azimuth']) twilight = Twilight( - config.wavelength, twilight_spectrum, - surface_brightness_dict['dark'], atm_config.airmass, + config.wavelength, twilight_spectrum, atm_config.airmass, c['sun_altitude'], c[ 'sun_relative_azimuth']) else: twilight = None diff --git a/specsim/data/config/test.yaml b/specsim/data/config/test.yaml index 3a9d143..055391b 100644 --- a/specsim/data/config/test.yaml +++ b/specsim/data/config/test.yaml @@ -55,6 +55,25 @@ atmosphere: moon_zenith: 70 deg # Separation angle between the observation and moon. separation_angle: 60 deg + twilight: + # Un-normalized spectrum of scattered twilight sun. + # Use the same Wehrli 1985 extraterrestial solar spectrum for now. + table: + # The .ecsv extension is not automatically recognized. + format: ascii.ecsv + columns: + wavelength: { name: wavelength } + flux: { name: flux } + path: test/test_solar.ecsv + constants: + # Altitude angle of the sun. The model is only valid for + # altitudes < -12 deg and altitudes < -18 deg will have no + # twilight contribution. + sun_altitude: -15 deg + # Azimuth angle of the pointing relative to the sun. + # Must be in the range [0, 180] deg, with 0 deg corresponding + # to pointing directly towards the sun. + sun_relative_azimuth: 90 deg # Zenith extinction coefficients. extinction: table: From ee818812eb01372b65135158bd515b7f1c979b18 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 08:44:20 -0800 Subject: [PATCH 12/26] Incorporate Twilight into Atmosphere --- specsim/atmosphere.py | 64 ++++++++++++++++++++------------ specsim/tests/test_atmosphere.py | 7 ++-- 2 files changed, 44 insertions(+), 27 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 04574d5..7fff05a 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -20,7 +20,7 @@ :math:`e(\\lambda)` is the zenith extinction, :math:`X` is the airmass, :math:`a` is the fiber entrance face area, and :math:`b(\\lambda)` is the sky emission surface brightness. The sky brightness can optionally include -a scattered moonlight component. +a scattered moonlight or twilight components. An atmosphere model is usually initialized from a configuration used to create a simulator and then accessible via its ``atmosphere`` attribute, for example: @@ -37,8 +37,9 @@ >>> simulator.atmosphere.airmass = 1.5 >>> simulator.atmosphere.moon.moon_phase = 0.25 >>> simulator.atmosphere.moon.moon_zenith = 25 * u.deg + >>> simulator.atmosphere.twilight.sun_altitude = -15 * u.deg -See :class:`Atmosphere` and :class:`Moon` for details. +See :class:`Atmosphere`, :class:`Moon` and :class:`Twilight` for details. """ from __future__ import print_function, division @@ -57,8 +58,8 @@ class Atmosphere(object): A simulation uses only our read-only :attr:`surface_brightness` and :attr:`extinction` attributes. Use the :attr:`condition` and :attr:`airmass` attributes to update this model. Refer to the - :class:`moon model ` for details on updating the optional - scattered moon model. + :class:`scattered moon ` and :class:`twilight ` models + for details on updating their parameters. Parameters ---------- @@ -83,16 +84,19 @@ class Atmosphere(object): Airmass of the observation. moon : :class:`Moon` or None Model to use for scattered moonlight. + twilight : :class:`Twilight` or None + Model to use for twilight scattered sun. """ def __init__(self, wavelength, surface_brightness_dict, extinction_coefficient, extinct_emission, condition, airmass, - seeing, moon): + seeing, moon, twilight): self._wavelength = wavelength self._surface_brightness_dict = surface_brightness_dict self._extinction_coefficient = extinction_coefficient self._extinct_emission = extinct_emission self._condition_names = surface_brightness_dict.keys() self._moon = moon + self._twilight = twilight self.condition = condition self.airmass = airmass if seeing is not None: @@ -102,7 +106,6 @@ def __init__(self, wavelength, surface_brightness_dict, .format(required)) self._seeing = seeing - @property def moon(self): """Moon or None: Model of scattered moonlight. @@ -112,22 +115,32 @@ def moon(self): """ return self._moon + @property + def twilight(self): + """Moon or None: Model of twilight scattered sun. + + See :class:`Twilight` for details on changing twilight simulation + parameters via this attribute. + """ + return self._twilight @property def surface_brightness(self): """astropy.units.Quantity: Total sky surface brightness. - Includes both dark sky emission and (if configured) scattered moonlight. - Changes to :attr:`condition` or :attr:`airmass` are reflected here. + Includes both dark sky emission and (if configured) scattered moonlight + and/or twilight. Changes to :attr:`condition` or :attr:`airmass` are + reflected here. """ sky = self._surface_brightness_dict[self.condition].copy() if self._extinct_emission: sky *= self.extinction if self.moon is not None and self.moon.visible: sky += self.moon.surface_brightness + if self.twilight is not None and self.twilight.visible: + sky += self.twilight.surface_brightness return sky - @property def extinction(self): """numpy.ndarray: The extinction factor for the current model airmass. @@ -137,7 +150,6 @@ def extinction(self): """ return self._extinction - @property def condition(self): """str: Sky emission condition. @@ -146,7 +158,6 @@ def condition(self): """ return self._condition - @condition.setter def condition(self, name): if name not in self._condition_names: @@ -155,7 +166,6 @@ def condition(self, name): .format(name, self._condition_names)) self._condition = name - @property def condition_names(self): """list: The list of valid sky condition names. @@ -166,24 +176,23 @@ def condition_names(self): """ return self._condition_names - @property def airmass(self): """float: Observing airmass. Changes to this value automatically propagate to our scattered - moon model, if there is one. + moon and twilight models, if present. """ return self._airmass - @airmass.setter def airmass(self, airmass): self._airmass = airmass self._extinction = 10 ** (-self._extinction_coefficient * airmass / 2.5) if self.moon is not None: self.moon.airmass = airmass - + if self.twilight is not None: + self.twilight.airmass = airmass @property def seeing_moffat_beta(self): @@ -193,7 +202,6 @@ def seeing_moffat_beta(self): """ return self._seeing['moffat_beta'] if self._seeing else None - @property def seeing_wlen_ref(self): """float: Reference wavelength for :attr:`seeing_fwhm_ref` @@ -202,7 +210,6 @@ def seeing_wlen_ref(self): """ return self._seeing['wlen_ref'] if self._seeing else None - @property def seeing_fwhm_ref(self): """float: FWHM zenith seeing at :attr:`seeing_wlen_ref`. @@ -211,7 +218,6 @@ def seeing_fwhm_ref(self): """ return self._seeing['fwhm_ref'] if self._seeing else None - @seeing_fwhm_ref.setter def seeing_fwhm_ref(self, fwhm_ref): try: @@ -221,7 +227,6 @@ def seeing_fwhm_ref(self, fwhm_ref): except (u.UnitConversionError, AttributeError): raise ValueError('Invalid units for seeing_fwhm_ref.') - def get_seeing_fwhm(self, wavelength): """Calculate the seeing FWHM at the specified wavelength. @@ -243,7 +248,6 @@ def get_seeing_fwhm(self, wavelength): self._seeing['wlen_ref'].to(u.Angstrom).value) return self._seeing['fwhm_ref'] * wlen_ratio ** (-0.2) - def plot(self): """Plot a summary of this atmosphere model. @@ -272,6 +276,13 @@ def plot(self): moon_min, moon_max = np.percentile(moon, (1, 99)) sky_min = min(moon_min, sky_min) sky_max = max(moon_max, sky_max) + if self.twilight is not None and self.twilight.visible: + twilight = self.twilight.surface_brightness.to(sky_unit).value + ax1.scatter(wave, twilight, color='orange', lw=0, s=1.) + # Adjust the vertical limits to include the moon. + twilight_min, twilight_max = np.percentile(twilight, (1, 99)) + sky_min = min(twilight_min, sky_min) + sky_max = max(twilight_max, sky_max) ax1_rhs.scatter(wave, ext, color='r', lw=0, s=1.) ax1.set_yscale('log') @@ -293,6 +304,9 @@ def plot(self): if self.moon is not None and self.moon.visible: ax1.plot([], [], 'b-', label='Scattered Moon') ncol += 1 + if self.twilight is not None and self.twilight.visible: + ax1.plot([], [], ls='-', c='orange', label='Twilight') + ncol += 1 ax1.plot([], [], 'r-', label='Extinction') ax1.legend(bbox_to_anchor=(0., 1.02, 1., .102), loc=3, ncol=ncol, mode='expand', borderaxespad=0.) @@ -328,7 +342,7 @@ def __init__(self, wavelength, twilight_spectrum, airmass, self._iband = speclite.filters.load_filter('sdss2010-i') # Calculate the i-band magnitude of the input spectrum. self._imag0 = self._iband.get_ab_magnitude( - self._twilight_spectrum, self._wavelength) / u.mag + self._twilight_spectrum, self._wavelength) # Initialize the model parameters. self.airmass = airmass @@ -357,8 +371,10 @@ def _update(self): return # Scale the solar spectrum to the predicted magnitude and apply # surface brightness units. - scale = 10 ** (-0.4 * (self.imag0 - self._scattered_i)) + scale = 10 ** (-0.4 * (self._scattered_i - self._imag0)) self._surface_brightness = scale * self._twilight_spectrum / area + print('xcheck', self._imag0, self._scattered_i, self._iband.get_ab_magnitude( + self._surface_brightness * area, self._wavelength)) @property def scattered_i(self): @@ -1145,7 +1161,7 @@ def initialize(config): atmosphere = Atmosphere( config.wavelength, surface_brightness_dict, extinction_coefficient, atm_config.extinct_emission, atm_config.sky.condition, - atm_config.airmass, seeing, moon) + atm_config.airmass, seeing, moon, twilight) if config.verbose: print( diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index b5b04b5..89ff6f9 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -49,8 +49,9 @@ def test_property_updates(): m = a.moon assert m._update_required == True + sb = 1.76986565e-17 assert np.allclose( - np.mean(a.surface_brightness.value), 1.563611e-17, atol=0.) + np.mean(a.surface_brightness.value), sb, atol=0.) assert m.visible == True assert np.allclose(m.obs_zenith.value, 0.) # Evaluating the atmosphere surface_brightness updates the moon. @@ -63,14 +64,14 @@ def test_property_updates(): assert m._update_required == True assert np.allclose(m.obs_zenith.value, 1.20942920) assert np.allclose( - np.mean(a.surface_brightness.value), 2.198837e-17, atol=0.) + np.mean(a.surface_brightness.value), 4.524009e-17, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 1.430046e-17, atol=0.) assert m._update_required == False a.airmass = 1.0 assert np.allclose( - np.mean(a.surface_brightness.value), 1.563611e-17, atol=0.) + np.mean(a.surface_brightness.value), sb, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 6.370824e-18, atol=0.) assert np.allclose(m.obs_zenith.value, 0.) From 77a715136893a0c78529e203ff2261de636a1123 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 13:52:30 -0800 Subject: [PATCH 13/26] Remove obsolete sky_conditions logic --- CHANGES.rst | 5 +- docs/config.rst | 15 ++-- .../desi-blur-offset-scale-stochastic.yaml | 10 +-- docs/nb/config/desi-blur-offset-scale.yaml | 10 +-- docs/nb/config/desi-blur-offset.yaml | 10 +-- docs/nb/config/desi-blur.yaml | 10 +-- specsim/atmosphere.py | 77 +++++-------------- specsim/data/config/desi.yaml | 10 +-- specsim/data/config/test.yaml | 1 - specsim/quickspecsim.py | 4 - specsim/tests/test_atmosphere.py | 2 - 11 files changed, 41 insertions(+), 113 deletions(-) diff --git a/CHANGES.rst b/CHANGES.rst index 10a024e..0715460 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -1,9 +1,10 @@ 0.12 (unreleased) ----------------- -- Implement twilight sky brightness model. +- Implement Twilight sky brightness model and integrate with Atmosphere model. +- Remove obsolete sky_conditions parameter and only read tabulated dark sky. -0.11 (2017-10-10) +0.11 (2017-11-10) ----------------- - Implement fast fiberloss calculator that interpolates GalSim results (#78). diff --git a/docs/config.rst b/docs/config.rst index f06b317..08e3360 100644 --- a/docs/config.rst +++ b/docs/config.rst @@ -117,13 +117,14 @@ multi-HDU FITS file:: In this case the HDU and columns are identified by their names in the FITS file. Finally, some tabulated data uses different files to represent different options. -For example, sky surface brightness tables under different conditions are +For example, fiberloss tables for different source types are specified by replacing the ``path`` node with a ``paths`` node as follows:: paths: - dark: dark-sky.csv - grey: grey-sky.csv - bright: bright-sky.csv + # Each path corresponds to a different source type. + qso: throughput/fiberloss-qso.dat + elg: throughput/fiberloss-elg.dat + lrg: throughput/fiberloss-lrg.dat For additional examples of specifying tabular data, refer to the configurations included with this package and described below. @@ -188,9 +189,9 @@ and was created using:: :alt: DESI default atmosphere configuration The default atmosphere has the moon below the horizon. To simulate grey or -bright conditions, add scattered moon light by :doc:`modifying the relevant -parameters in the configuration `, or else by changing attributes of the -initialized atmosphere model. For example:: +bright conditions, add scattered moon light and/or twilight by +:doc:`modifying the relevant parameters in the configuration `, or else +by changing attributes of the initialized atmosphere model. For example:: atm = specsim.atmosphere.initialize(config) atm.airmass = 1.3 diff --git a/docs/nb/config/desi-blur-offset-scale-stochastic.yaml b/docs/nb/config/desi-blur-offset-scale-stochastic.yaml index 5528515..d0c99fa 100644 --- a/docs/nb/config/desi-blur-offset-scale-stochastic.yaml +++ b/docs/nb/config/desi-blur-offset-scale-stochastic.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness. sky: table: # The .dat extension is not automatically recognized as ascii. @@ -42,13 +42,7 @@ atmosphere: index: 1 # Note the factor of 1e-17 in the units! unit: 1e-17 erg / (Angstrom arcsec2 cm2 s) - paths: - # Each path defines a possible condition. - dark: spectra/spec-sky.dat - grey: spectra/spec-sky-grey.dat - bright: spectra/spec-sky-bright.dat - # Specify the current condition. - condition: dark + path: spectra/spec-sky.dat # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/docs/nb/config/desi-blur-offset-scale.yaml b/docs/nb/config/desi-blur-offset-scale.yaml index e3e28ed..1b09fda 100644 --- a/docs/nb/config/desi-blur-offset-scale.yaml +++ b/docs/nb/config/desi-blur-offset-scale.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness. sky: table: # The .dat extension is not automatically recognized as ascii. @@ -42,13 +42,7 @@ atmosphere: index: 1 # Note the factor of 1e-17 in the units! unit: 1e-17 erg / (Angstrom arcsec2 cm2 s) - paths: - # Each path defines a possible condition. - dark: spectra/spec-sky.dat - grey: spectra/spec-sky-grey.dat - bright: spectra/spec-sky-bright.dat - # Specify the current condition. - condition: dark + path: spectra/spec-sky.dat # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/docs/nb/config/desi-blur-offset.yaml b/docs/nb/config/desi-blur-offset.yaml index c17b951..b647539 100644 --- a/docs/nb/config/desi-blur-offset.yaml +++ b/docs/nb/config/desi-blur-offset.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness. sky: table: # The .dat extension is not automatically recognized as ascii. @@ -42,13 +42,7 @@ atmosphere: index: 1 # Note the factor of 1e-17 in the units! unit: 1e-17 erg / (Angstrom arcsec2 cm2 s) - paths: - # Each path defines a possible condition. - dark: spectra/spec-sky.dat - grey: spectra/spec-sky-grey.dat - bright: spectra/spec-sky-bright.dat - # Specify the current condition. - condition: dark + path: spectra/spec-sky.dat # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/docs/nb/config/desi-blur.yaml b/docs/nb/config/desi-blur.yaml index bd49bb2..d2592ce 100644 --- a/docs/nb/config/desi-blur.yaml +++ b/docs/nb/config/desi-blur.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness. sky: table: # The .dat extension is not automatically recognized as ascii. @@ -42,13 +42,7 @@ atmosphere: index: 1 # Note the factor of 1e-17 in the units! unit: 1e-17 erg / (Angstrom arcsec2 cm2 s) - paths: - # Each path defines a possible condition. - dark: spectra/spec-sky.dat - grey: spectra/spec-sky-grey.dat - bright: spectra/spec-sky-bright.dat - # Specify the current condition. - condition: dark + path: spectra/spec-sky.dat # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 7fff05a..38d2840 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -53,11 +53,10 @@ class Atmosphere(object): - """Model atmospheric surface brightness and extinction. + """Model dark sky surface brightness and extinction. - A simulation uses only our read-only :attr:`surface_brightness` and - :attr:`extinction` attributes. Use the :attr:`condition` and - :attr:`airmass` attributes to update this model. Refer to the + A simulation uses only our read-only :attr:`surface_brightness` attribute. + Use the :attr:`airmass` attribute to update this model. Refer to the :class:`scattered moon ` and :class:`twilight ` models for details on updating their parameters. @@ -65,16 +64,13 @@ class Atmosphere(object): ---------- wavelength : astropy.units.Quantity Array of wavelengths with units where data is tabulated. - surface_brightness_dict : dict - Dictionary of tabulated sky emission surface brightness values. Each - dictionary key defines a possible sky condition. + dark_surface_brightness : astropy.units.Quantity + Array of tabulated dark-sky emission surface brightness values + corresponding to each ``wavelength`` array element. extinction_coefficient : array - Array of extinction coefficients tabulated on ``wavelength``. + Array of extinction coefficients, also tabulated on ``wavelength``. extinct_emission : bool If set, atmospheric extinction is applied to sky emission. - condition : str - Sky emission condition to use, which must be one of the keys - of ``surface_brightness_dict``. seeing : dict or None Dictionary of seeing PSF parameters to use which must contain keys "fwhm_ref", "wlen_ref" and "moffat_beta". Seeing is used to define @@ -87,17 +83,15 @@ class Atmosphere(object): twilight : :class:`Twilight` or None Model to use for twilight scattered sun. """ - def __init__(self, wavelength, surface_brightness_dict, - extinction_coefficient, extinct_emission, condition, airmass, + def __init__(self, wavelength, dark_surface_brightness, + extinction_coefficient, extinct_emission, airmass, seeing, moon, twilight): self._wavelength = wavelength - self._surface_brightness_dict = surface_brightness_dict + self._dark_surface_brightness = dark_surface_brightness self._extinction_coefficient = extinction_coefficient self._extinct_emission = extinct_emission - self._condition_names = surface_brightness_dict.keys() self._moon = moon self._twilight = twilight - self.condition = condition self.airmass = airmass if seeing is not None: for required in ('fwhm_ref', 'wlen_ref', 'moffat_beta'): @@ -129,10 +123,9 @@ def surface_brightness(self): """astropy.units.Quantity: Total sky surface brightness. Includes both dark sky emission and (if configured) scattered moonlight - and/or twilight. Changes to :attr:`condition` or :attr:`airmass` are - reflected here. + and/or twilight. Changes to :attr:`airmass` are reflected here. """ - sky = self._surface_brightness_dict[self.condition].copy() + sky = self._dark_surface_brightness.copy() if self._extinct_emission: sky *= self.extinction if self.moon is not None and self.moon.visible: @@ -150,32 +143,6 @@ def extinction(self): """ return self._extinction - @property - def condition(self): - """str: Sky emission condition. - - Must be one of the predefined names in :attr:`condition_names`. - """ - return self._condition - - @condition.setter - def condition(self, name): - if name not in self._condition_names: - raise ValueError( - "Invalid condition '{0}'. Pick one of {1}." - .format(name, self._condition_names)) - self._condition = name - - @property - def condition_names(self): - """list: The list of valid sky condition names. - - The valid names are keys of the ``atmosphere.sky.table.paths`` node, - or "default" if only a single path is specified via a - ``atmosphere.sky.table.path`` node. - """ - return self._condition_names - @property def airmass(self): """float: Observing airmass. @@ -299,8 +266,7 @@ def plot(self): ax1.set_xlim(wave[0], wave[-1]) ncol = 2 - ax1.plot([], [], 'g-', - label='Total Emission ({0})'.format(self.condition)) + ax1.plot([], [], 'g-', label='Total Emission') if self.moon is not None and self.moon.visible: ax1.plot([], [], 'b-', label='Scattered Moon') ncol += 1 @@ -373,8 +339,6 @@ def _update(self): # surface brightness units. scale = 10 ** (-0.4 * (self._scattered_i - self._imag0)) self._surface_brightness = scale * self._twilight_spectrum / area - print('xcheck', self._imag0, self._scattered_i, self._iband.get_ab_magnitude( - self._surface_brightness * area, self._wavelength)) @property def scattered_i(self): @@ -1118,8 +1082,8 @@ def initialize(config): atm_config = config.atmosphere # Load tabulated data. - surface_brightness_dict = config.load_table( - atm_config.sky, 'surface_brightness', as_dict=True) + dark_surface_brightness = config.load_table( + atm_config.sky, 'surface_brightness', as_dict=False) extinction_coefficient = config.load_table( atm_config.extinction, 'extinction_coefficient') @@ -1159,14 +1123,11 @@ def initialize(config): twilight = None atmosphere = Atmosphere( - config.wavelength, surface_brightness_dict, extinction_coefficient, - atm_config.extinct_emission, atm_config.sky.condition, - atm_config.airmass, seeing, moon, twilight) + config.wavelength, dark_surface_brightness, extinction_coefficient, + atm_config.extinct_emission, atm_config.airmass, seeing, moon, twilight) if config.verbose: - print( - "Atmosphere initialized with condition '{0}' from {1}." - .format(atmosphere.condition, atmosphere.condition_names)) + print("Atmosphere initialized.") if seeing: print('Seeing is {0} at {1} with Moffat beta {2}.' .format(seeing['fwhm_ref'], seeing['wlen_ref'], @@ -1175,5 +1136,7 @@ def initialize(config): print( 'Lunar V-band extinction coefficient is {0:.5f}.' .format(moon.vband_extinction)) + if twilight: + print('Twlight model initialized.') return atmosphere diff --git a/specsim/data/config/desi.yaml b/specsim/data/config/desi.yaml index ab5b416..6e40cff 100644 --- a/specsim/data/config/desi.yaml +++ b/specsim/data/config/desi.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness. sky: table: # The .dat extension is not automatically recognized as ascii. @@ -42,13 +42,7 @@ atmosphere: index: 1 # Note the factor of 1e-17 in the units! unit: 1e-17 erg / (Angstrom arcsec2 cm2 s) - paths: - # Each path defines a possible condition. - dark: spectra/spec-sky.dat - grey: spectra/spec-sky-grey.dat - bright: spectra/spec-sky-bright.dat - # Specify the current condition. - condition: dark + path: spectra/spec-sky.dat # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/specsim/data/config/test.yaml b/specsim/data/config/test.yaml index 055391b..7bcb026 100644 --- a/specsim/data/config/test.yaml +++ b/specsim/data/config/test.yaml @@ -29,7 +29,6 @@ atmosphere: wavelength: { name: wavelength } surface_brightness: { name: flux } path: test/test_sky.ecsv - condition: default # Atmospheric seeing (only used when instrument.fiberloss.method = galsim) seeing: # The seeing is assumed to scale with wavelength as diff --git a/specsim/quickspecsim.py b/specsim/quickspecsim.py index d38f715..9971a01 100644 --- a/specsim/quickspecsim.py +++ b/specsim/quickspecsim.py @@ -27,8 +27,6 @@ def main(args=None): help='name of the simulation configuration to use') parser.add_argument('--exposure-time', type=str, default='1000s', help='exposure time in to use (with units)') - parser.add_argument('--sky-condition', type=str, default=None, - help='sky condition to use (uses default if not set)') parser.add_argument('--airmass', type=float, default=1., help='atmosphere airmass to use.') parser.add_argument('--moon-phase', type=float, default=None, metavar='P', @@ -66,8 +64,6 @@ def main(args=None): # Update configuration options from command-line options. config.verbose = args.verbose - if args.sky_condition is not None: - config.atmosphere.sky.condition = args.sky_condition config.atmosphere.airmass = args.airmass if (args.moon_phase is not None or args.moon_zenith is not None or args.moon_separation is not None): diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 89ff6f9..3c4db15 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -26,8 +26,6 @@ def test_read_only_properties(): a = initialize(c) with pytest.raises(AttributeError): a.moon = None - with pytest.raises(AttributeError): - a.condition_names = None with pytest.raises(AttributeError): a.surface_brightness = None with pytest.raises(AttributeError): From e7f4f446f3dff23b904aa4c0d34f3826cb413a1d Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sat, 25 Nov 2017 17:46:04 -0800 Subject: [PATCH 14/26] Update user docs to include twilight examples --- docs/_static/desi_atmosphere.png | Bin 85717 -> 49278 bytes docs/_static/desi_moon_atmosphere.png | Bin 0 -> 50487 bytes .../_static/desi_moon_twilight_atmosphere.png | Bin 0 -> 51974 bytes docs/_static/desi_twilight_polar.png | Bin 0 -> 96401 bytes docs/config.rst | 40 +++++++++++++----- specsim/atmosphere.py | 3 +- 6 files changed, 31 insertions(+), 12 deletions(-) create mode 100644 docs/_static/desi_moon_atmosphere.png create mode 100644 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z+QX>`lGj#&JvXA?KQWO8F;uQ7(+d#X0}8;nA1e!I$YUntdVYRw-jWTNh8QqN0TLsj zqT&@1sTz}>?~1mBQSp6$LKI1c+(e0QlH9lHO%a3y|NMU#uz)J%KDx6FS4poCUbVpl z8$=>(^#6GjuxMA^W>6?KHMQc?ilcTCrB@ z3(+O`8X=*IA4d&OG06f!C<$kXojdXY!JqfVqqzTnKaly43Voiiv6_>64+a0!lr@zq I6)m3r7bxXXBme*a literal 0 HcmV?d00001 diff --git a/docs/config.rst b/docs/config.rst index 08e3360..2ffa75d 100644 --- a/docs/config.rst +++ b/docs/config.rst @@ -183,30 +183,39 @@ The following plot summarizes the default DESI atmosphere used for simulations, and was created using:: config = specsim.config.load_config('desi') - specsim.atmosphere.initialize(config).plot() + atm = specsim.atmosphere.initialize(config) + atm.plot() .. image:: _static/desi_atmosphere.png :alt: DESI default atmosphere configuration -The default atmosphere has the moon below the horizon. To simulate grey or -bright conditions, add scattered moon light and/or twilight by -:doc:`modifying the relevant parameters in the configuration `, or else -by changing attributes of the initialized atmosphere model. For example:: +The default atmosphere has the moon below the horizon. To add scattered +moonlight, :doc:`adjust the relevant parameters in the configuration `, +or change attributes of the initialized atmosphere model. For example:: - atm = specsim.atmosphere.initialize(config) atm.airmass = 1.3 atm.moon.moon_zenith = 60 * u.deg atm.moon.separation_angle = 50 * u.deg atm.moon.moon_phase = 0.25 atm.plot() -.. image:: _static/desi_bright_atmosphere.png - :alt: DESI bright atmosphere configuration +.. image:: _static/desi_moon_atmosphere.png + :alt: DESI moon configuration + +To add an additional twilight component: + + atm.twilight.sun_altitude = -13 * u.deg + atm.twilight.sun_relative_azimuth = 30 * u.deg + atm.plot() + +.. image:: _static/desi_moon_twilight_atmosphere.png + :alt: DESI moon plus twilight configuration Note how total sky emission has increased significantly and is dominated by -scattered moon at the blue end. To explore the dependence of the scattered -moon brightness on the observed field, use -:func:`specsim.atmosphere.plot_lunar_brightness`. For example:: +scattered moon at the blue end and twilight sun at the red end. To explore +the dependence of scattering on the observing conditions, use the plot +:func:`specsim.atmosphere.plot_lunar_brightness` and +:func:`specsim.atmosphere.plot_twlight_brightness`. For example:: specsim.atmosphere.plot_lunar_brightness( moon_zenith=60*u.deg, moon_azimuth=90*u.deg, moon_phase=0.25) @@ -214,6 +223,15 @@ moon brightness on the observed field, use .. image:: _static/desi_scattered_moon.png :alt: DESI scattered moon brightness +and:: + + specsim.atmosphere.plot_twilight_brightness( + sun_altitude=-13*u.deg, sun_azimuth=90*u.deg, + imax=20., imin=18.0) + +.. image:: _static/desi_twilight_polar.png + :alt: DESI twlight brightness + Instrument ^^^^^^^^^^ diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 38d2840..35bed67 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -667,8 +667,9 @@ def plot_twilight_brightness( # Draw a polar contour plot. levels = np.linspace(imin, imax, 50) cax = ax.contourf(theta, r, imag, levels, extend='both', cmap=cmap) - fig.colorbar(cax, ticks=np.linspace(imin, imax, 5)).set_label( + fig.colorbar(cax).set_label( 'Twilight Scattered Sun [i-mag/arcsec2]') + #ticks=np.linspace(imin, imax, nticks) # Draw a point indicating the sun position mirrored to -alt. sun_alt = sun_altitude.to(u.deg).value From f4b1828b608be336fa9a878867ada01dbb0a3977 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 13:11:36 -0800 Subject: [PATCH 15/26] Use updated (x,y) parameterization from Sergey --- specsim/atmosphere.py | 26 ++++++++++++++------------ 1 file changed, 14 insertions(+), 12 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 35bed67..876db94 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -446,10 +446,10 @@ def visible(self): Used by func:`twilight_surface_brightness`. """ twilight_coefs = np.array([ - 0.83117729, 0.0483253 , 0.16667734, 0.30204442, 0.11951503, - -0.02543634, -0.04861683, -0.02823325, -0.02950629, 0.0243316 , - 0.01172087, 0.10042982, 0.01908531, 0.00507117, -0.00675572, - -0.00111102, 0.02585374, -0.00692469]).reshape(3, 6) + 0.87098868, -0.15359692, 0.0882108 , 0.57545114, -0.08036678, + -0.1185757 , 0.03180254, -0.31171196, -0.08767353, 0.24909857, + 0.14857982, 0.05756159, -0.00185209, 0.07598526, 0.02866004, + -0.05607969, -0.04374491, -0.01549804]).reshape(3, 6) def twilight_surface_brightness( @@ -467,7 +467,7 @@ def twilight_surface_brightness( .. math:: B(x, y, z) = \sum_{k=0}^2 z^k \left( - p_{k0} + p_{k1} x + p_{k2} y + p_{k3} x^2 + p_{k4} y^2 + p_{k5} xy + p_{k0} + p_{k1} r + p_{k2} x + p_{k3} r^2 + p_{k4} x r + p_{k5} x^2 \\right) with: @@ -476,6 +476,7 @@ def twilight_surface_brightness( x = \cos(Az_{obj} - Az_{sun}) \cos(Alt_{obj}) \quad, \quad y = \sin(\left| Az_{obj} - Az_{sun}\\right|) \cos(Alt_{obj}) + \quad, \quad r = \sqrt{x^2 + y^2} \quad, \quad z \equiv \max(Alt_{sun} + 18^\circ, 0) \; . For example :math:`(x,y) = (0,0), (1,0), (-1,0)` correspond to the zenith @@ -563,12 +564,13 @@ def twilight_surface_brightness( sun_relative_azimuth, 360 - sun_relative_azimuth) assert np.all((sun_relative_azimuth >= 0) & (sun_relative_azimuth <= 180)) - # Convert from (obj_altitude, sun_relative_azimuth) to (x, y). + # Convert from (obj_altitude, sun_relative_azimuth) to (x, y, r). daz = np.deg2rad(sun_relative_azimuth) cos_alt = np.cos(np.deg2rad(obj_altitude)) x = np.cos(daz) * cos_alt y = np.sin(daz) * cos_alt - assert np.all((x ** 2 + y ** 2 <= 1) & (y >= 0) & (np.abs(x) < 1)) + r = np.sqrt(x ** 2 + y ** 2) + assert np.all((r <= 1) & (y >= 0) & (np.abs(x) < 1)) # Convert from (sun_altitude) to z. min_alt = -18. @@ -578,11 +580,11 @@ def twilight_surface_brightness( xy_shape = np.broadcast(x, y).shape poly_xy_terms = np.empty(xy_shape + (1, 6)) poly_xy_terms[...,0,0] = 1. - poly_xy_terms[...,0,1] = x + 0 * y - poly_xy_terms[...,0,2] = y + 0 * x - poly_xy_terms[...,0,3] = x ** 2 + 0 * y - poly_xy_terms[...,0,4] = y ** 2 + 0 * x - poly_xy_terms[...,0,5] = x * y + poly_xy_terms[...,0,1] = r + 0 * x + poly_xy_terms[...,0,2] = x + 0 * r + poly_xy_terms[...,0,3] = r ** 2 + 0 * x + poly_xy_terms[...,0,4] = x * r + poly_xy_terms[...,0,5] = x ** 2 + 0 * r z_coefs = (coefs * poly_xy_terms).sum(axis=-1) assert z_coefs.shape == xy_shape + (3,) From e748b42420e5e9e1326686ee2283b1898f18012f Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 13:16:47 -0800 Subject: [PATCH 16/26] Implement autoranging for twilight plot --- specsim/atmosphere.py | 23 ++++++++++++++++++----- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 876db94..185d9a8 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -504,6 +504,9 @@ def twilight_surface_brightness( Otherwise, the result combines the dark sky (nominally i=20.5) plus the twilight scattered sun contribution. + Use :func:`plot_twilight_brightness` to display the distribution of + predicted sky brightness in the (alt, az) plane. + Parameters ---------- obj_altitude : astropy.units.Quantity @@ -611,7 +614,7 @@ def twilight_surface_brightness( def plot_twilight_brightness( sun_altitude, sun_azimuth, subtract_dark=None, coefs=twilight_coefs, - imin=17., imax=20.5, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): + imin=None, imax=None, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): """Create a polar plot of the i-band twilight scattered surface brightness. Evaluates the model of :func:`twilight_surface_brightness` on a polar @@ -629,10 +632,12 @@ def plot_twilight_brightness( See :func:`twilight_surface_brightness`. coefs : array Array with shape (3, 6) of polynomial coefficients to use. - imin : float - Minimum i-band magnitude to use for the color scale. - imax : float - Maximum i-band magnitude to use for the color scale. + imin : float or None + Minimum i-band magnitude to use for the color scale. Use the + minimum predicted value when this value is None. + imax : float or None + Maximum i-band magnitude to use for the color scale. Use the + maximum predicted value when this value is None. ngrid : int Size of observing location zenith and azimuth grids to use. cmap : str @@ -666,6 +671,14 @@ def plot_twilight_brightness( ax.set_theta_direction(-1) ax.set_ylim(0., 90.) + # Autorange if requested. + if imin is None: + imin = np.min(imag) + if imax is None: + imax = np.max(imag) + if imin >= imax: + raise ValueError('Expected plot limits with min < max.') + # Draw a polar contour plot. levels = np.linspace(imin, imax, 50) cax = ax.contourf(theta, r, imag, levels, extend='both', cmap=cmap) From b371e5c945e3363ec5e2005cf51efe5961063bdd Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 15:16:00 -0800 Subject: [PATCH 17/26] Use r-band fit instead of i-band for twilight model --- specsim/atmosphere.py | 79 ++++++++++++++++---------------- specsim/tests/test_atmosphere.py | 11 +++-- 2 files changed, 47 insertions(+), 43 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 185d9a8..e1dc3a1 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -304,10 +304,10 @@ def __init__(self, wavelength, twilight_spectrum, airmass, sun_altitude, sun_relative_azimuth): self._wavelength = wavelength self._twilight_spectrum = twilight_spectrum - # Load the SDSS i-band filter curve. - self._iband = speclite.filters.load_filter('sdss2010-i') - # Calculate the i-band magnitude of the input spectrum. - self._imag0 = self._iband.get_ab_magnitude( + # Load the SDSS r-band filter curve. + self._rband = speclite.filters.load_filter('sdss2010-r') + # Calculate the r-band magnitude of the input spectrum. + self._rmag0 = self._rband.get_ab_magnitude( self._twilight_spectrum, self._wavelength) # Initialize the model parameters. @@ -319,30 +319,30 @@ def _update(self): """Update the model based on the current parameter values. Uses visible, obs_zenith, sun_altitude, sun_relative_azimuth and - updates _scattered_i and _surface_brightness. + updates _scattered_r and _surface_brightness. """ self._update_required = False area = u.arcsec ** 2 if self.visible: - # Calculate the i-band surface brightness of the solar component. - self._scattered_i = twilight_surface_brightness( + # Calculate the r-band surface brightness of the solar component. + self._scattered_r = twilight_surface_brightness( 90 * u.deg - self.obs_zenith, self.sun_altitude, self.sun_relative_azimuth) - if not self.visible or self._scattered_i == -np.inf: + if not self.visible or self._scattered_r == -np.inf: # Model predicts zero solar component. self._surface_brightness = ( np.zeros_like(self._twilight_spectrum) / area) - self._scattered_i = None + self._scattered_r = None return # Scale the solar spectrum to the predicted magnitude and apply # surface brightness units. - scale = 10 ** (-0.4 * (self._scattered_i - self._imag0)) + scale = 10 ** (-0.4 * (self._scattered_r - self._rmag0)) self._surface_brightness = scale * self._twilight_spectrum / area @property - def scattered_i(self): - """i-band surface brightness of twilight scattered sun. + def scattered_r(self): + """r-band surface brightness of twilight scattered sun. This is a read-only attribute whose value depends on the current values of :attr:`airmass`, :attr:`sun_altitude`, @@ -351,7 +351,7 @@ def scattered_i(self): """ if self._update_required: self._update() - return self._scattered_i + return self._scattered_r @property def surface_brightness(self): @@ -443,19 +443,21 @@ def visible(self): """Polynomial coefficients provided by Sergey Koposov (skoposov@cmu.edu). -Used by func:`twilight_surface_brightness`. + +Used by func:`twilight_surface_brightness`. For details, see +https://github.com/segasai/desi_twilight_test """ twilight_coefs = np.array([ - 0.87098868, -0.15359692, 0.0882108 , 0.57545114, -0.08036678, - -0.1185757 , 0.03180254, -0.31171196, -0.08767353, 0.24909857, - 0.14857982, 0.05756159, -0.00185209, 0.07598526, 0.02866004, - -0.05607969, -0.04374491, -0.01549804]).reshape(3, 6) + 0.57375516, -0.04514612, 0.15431331, 0.57284421, -0.15712937, + -0.15469861, 0.00591423, -0.20653481, -0.0815443 , 0.13372185, + 0.12848504, 0.08304845, 0.00713782, 0.04781154, 0.01822 , + -0.02672601, -0.02406313, -0.02164916]).reshape(3, 6) def twilight_surface_brightness( obj_altitude, sun_altitude, sun_relative_azimuth, subtract_dark=20.5, coefs=twilight_coefs): - """Return i-band twilight surface brightness. + """Return r-band twilight surface brightness. The first three inputs can be arrays with broadcastable shapes. The calculation is then automatically broadcast to the result. @@ -489,7 +491,7 @@ def twilight_surface_brightness( x^2 + y^2 \le 1 \quad , \quad 0 \le z \le 8 \; . The default parameter values :math:`p_{kj}` are based on a fit to SDSS - DR9 i-band imaging performed by Sergey Koposov. For details, see + DR9 r-band imaging performed by Sergey Koposov. For details, see https://desi.lbl.gov/trac/wiki/MilkyWayWG/SkyBrightnessTwilight and https://github.com/segasai/desi_twilight_test. @@ -527,7 +529,7 @@ def twilight_surface_brightness( Returns ------- float or array - i-band twilight surface brightness in mags/sq.arc.sec with the flux + r-band twilight surface brightness in mags/sq.arc.sec with the flux corresponding to ``subtract_dark`` subtracted (unless this value is ``None``). Might be ``-np.inf`` if the predicted brightness is less than ``subtract_dark``, indicating that no solar @@ -573,7 +575,7 @@ def twilight_surface_brightness( x = np.cos(daz) * cos_alt y = np.sin(daz) * cos_alt r = np.sqrt(x ** 2 + y ** 2) - assert np.all((r <= 1) & (y >= 0) & (np.abs(x) < 1)) + assert np.all((r <= 1) & (y >= 0) & (np.abs(x) <= 1)) # Convert from (sun_altitude) to z. min_alt = -18. @@ -614,8 +616,8 @@ def twilight_surface_brightness( def plot_twilight_brightness( sun_altitude, sun_azimuth, subtract_dark=None, coefs=twilight_coefs, - imin=None, imax=None, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): - """Create a polar plot of the i-band twilight scattered surface brightness. + rmin=None, rmax=None, ngrid=250, cmap='YlGnBu', figure_size=(8, 6)): + """Create a polar plot of the r-band twilight scattered surface brightness. Evaluates the model of :func:`twilight_surface_brightness` on a polar grid of observation pointings, for a fixed sun position. @@ -632,11 +634,11 @@ def plot_twilight_brightness( See :func:`twilight_surface_brightness`. coefs : array Array with shape (3, 6) of polynomial coefficients to use. - imin : float or None - Minimum i-band magnitude to use for the color scale. Use the + rmin : float or None + Minimum r-band magnitude to use for the color scale. Use the minimum predicted value when this value is None. - imax : float or None - Maximum i-band magnitude to use for the color scale. Use the + rmax : float or None + Maximum r-band magnitude to use for the color scale. Use the maximum predicted value when this value is None. ngrid : int Size of observing location zenith and azimuth grids to use. @@ -657,8 +659,8 @@ def plot_twilight_brightness( obs_alt = np.linspace(1., 90., ngrid, endpoint=False) * u.deg obs_az = (np.linspace(0., 360., ngrid) * u.deg)[:, np.newaxis] - # Calculate the i-band twilight surface brightness. - imag = twilight_surface_brightness( + # Calculate the r-band twilight surface brightness. + rmag = twilight_surface_brightness( obs_alt, sun_altitude, obs_az - sun_azimuth, subtract_dark, coefs) # Initialize the plot. We are borrowing from: @@ -672,19 +674,18 @@ def plot_twilight_brightness( ax.set_ylim(0., 90.) # Autorange if requested. - if imin is None: - imin = np.min(imag) - if imax is None: - imax = np.max(imag) - if imin >= imax: + if rmin is None: + rmin = np.min(rmag) + if rmax is None: + rmax = np.max(rmag) + if rmin >= rmax: raise ValueError('Expected plot limits with min < max.') # Draw a polar contour plot. - levels = np.linspace(imin, imax, 50) - cax = ax.contourf(theta, r, imag, levels, extend='both', cmap=cmap) + levels = np.linspace(rmin, rmax, 50) + cax = ax.contourf(theta, r, rmag, levels, extend='both', cmap=cmap) fig.colorbar(cax).set_label( - 'Twilight Scattered Sun [i-mag/arcsec2]') - #ticks=np.linspace(imin, imax, nticks) + 'Twilight Scattered Sun [r-mag/arcsec2]') # Draw a point indicating the sun position mirrored to -alt. sun_alt = sun_altitude.to(u.deg).value diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 3c4db15..945b594 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -47,7 +47,7 @@ def test_property_updates(): m = a.moon assert m._update_required == True - sb = 1.76986565e-17 + sb = 1.56361062e-17 assert np.allclose( np.mean(a.surface_brightness.value), sb, atol=0.) assert m.visible == True @@ -62,7 +62,7 @@ def test_property_updates(): assert m._update_required == True assert np.allclose(m.obs_zenith.value, 1.20942920) assert np.allclose( - np.mean(a.surface_brightness.value), 4.524009e-17, atol=0.) + np.mean(a.surface_brightness.value), 3.65356327e-17, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 1.430046e-17, atol=0.) assert m._update_required == False @@ -104,8 +104,11 @@ def test_seeing_none(): def test_twilight_func(): def check(*args): - result = twilight_surface_brightness(*args) - assert np.all((result < 20.6) & (result > 17.1)) + result = twilight_surface_brightness(*args, subtract_dark=None) + assert np.all((result < 21.2) & (result > 18.2)) + # Check limiting cases. + check(0 * u.deg, -12 * u.deg, 0 * u.deg) + check(90 * u.deg, -18 * u.deg, 1 * u.deg) # Check broadcasting. check(15 * u.deg, -15 * u.deg, 0 * u.rad) check([15] * u.deg, -15 * u.deg, 0 * u.rad) From 6c020fe6891f0b1389eff41217cc380621ba76f7 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 16:19:54 -0800 Subject: [PATCH 18/26] Add extinction to twilight model --- specsim/atmosphere.py | 35 +++++++++++++++++++++----------- specsim/tests/test_atmosphere.py | 2 +- 2 files changed, 24 insertions(+), 13 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index e1dc3a1..bf78963 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -252,6 +252,9 @@ def plot(self): sky_max = max(twilight_max, sky_max) ax1_rhs.scatter(wave, ext, color='r', lw=0, s=1.) + # Clip low values if necessary. + sky_min = max(0.01 * sky_max, sky_min) + ax1.set_yscale('log') ax1_rhs.set_yscale('log') @@ -290,6 +293,8 @@ class Twilight(object): The normalization does not matter since it will be fixed by :meth:`get_twilight_surface_brightness`. A solar spectrum can be used, which effectively assumes that the twilight is unfiltered sunlight. + extinction_coefficient : array + Array of extinction coefficients tabulated on ``wavelength``. airmass : float Airmass of the observation. sun_altitude : astropy.units.Quantity @@ -300,16 +305,13 @@ class Twilight(object): range [0, 180] deg, with 0 deg corresponding to pointing directly towards the sun. """ - def __init__(self, wavelength, twilight_spectrum, airmass, - sun_altitude, sun_relative_azimuth): + def __init__(self, wavelength, twilight_spectrum, extinction_coefficient, + airmass, sun_altitude, sun_relative_azimuth): self._wavelength = wavelength self._twilight_spectrum = twilight_spectrum + self._extinction_coefficient = extinction_coefficient # Load the SDSS r-band filter curve. self._rband = speclite.filters.load_filter('sdss2010-r') - # Calculate the r-band magnitude of the input spectrum. - self._rmag0 = self._rband.get_ab_magnitude( - self._twilight_spectrum, self._wavelength) - # Initialize the model parameters. self.airmass = airmass self.sun_altitude = sun_altitude @@ -335,10 +337,19 @@ def _update(self): np.zeros_like(self._twilight_spectrum) / area) self._scattered_r = None return - # Scale the solar spectrum to the predicted magnitude and apply - # surface brightness units. - scale = 10 ** (-0.4 * (self._scattered_r - self._rmag0)) - self._surface_brightness = scale * self._twilight_spectrum / area + # Apply extinction to the solar spectrum as it passes through + # the atmosphere at grazing incidence. Assume a fixed X=40 for this. + Xsun = 40. + flux = self._twilight_spectrum * 10 ** ( + -0.4 * self._extinction_coefficient * Xsun) + # Calculate the spectrum after this flux is scattered into the + # observing line of sight. + Xobs = self.airmass + flux *= (1 - 10 ** (-0.4 * self._extinction_coefficient * Xobs)) + # Normalize the spectrum to the predicted r-band surface brightness. + rmag0 = self._rband.get_ab_magnitude(flux, self._wavelength) + scale = 10 ** (-0.4 * (self._scattered_r - rmag0)) + self._surface_brightness = scale * flux / area @property def scattered_r(self): @@ -1134,8 +1145,8 @@ def initialize(config): c = config.get_constants( twilight_config, ['sun_altitude', 'sun_relative_azimuth']) twilight = Twilight( - config.wavelength, twilight_spectrum, atm_config.airmass, - c['sun_altitude'], c[ 'sun_relative_azimuth']) + config.wavelength, twilight_spectrum, extinction_coefficient, + atm_config.airmass, c['sun_altitude'], c[ 'sun_relative_azimuth']) else: twilight = None diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 945b594..eb5a14d 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -62,7 +62,7 @@ def test_property_updates(): assert m._update_required == True assert np.allclose(m.obs_zenith.value, 1.20942920) assert np.allclose( - np.mean(a.surface_brightness.value), 3.65356327e-17, atol=0.) + np.mean(a.surface_brightness.value), 4.50681053e-17, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 1.430046e-17, atol=0.) assert m._update_required == False From 5c93325a64fb5625e2067a169b4cf48e909343db Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 16:24:51 -0800 Subject: [PATCH 19/26] Update documentation plots --- .../_static/desi_moon_twilight_atmosphere.png | Bin 51974 -> 56113 bytes docs/_static/desi_twilight_polar.png | Bin 96401 -> 95115 bytes docs/config.rst | 3 +-- 3 files changed, 1 insertion(+), 2 deletions(-) diff --git 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za;;!$?9YM%6;)L+PfuP5K9lY$IFJ!+>@#py{p9@oUCify+uN^Rz3K*o-BQ_1k?*gM zkK?|BOJ{nybS3bX;P?A*icU_|Pv<|S;~@%T13LC?A){u-cNe=aj#f)c8bsfj3jOW* zI_rn41$$H?_Ag-jfeRiS9i^tA2mp)3q}wPYEiDbSI4gW0aLgXMLE_@#Xc-yv^7BKR zn|b5nnEgEG#T0HnxbSCIRsB&ne>S>UhA9K}<|cTzFAwf_E|=JnzsD zDLf_aKMR?UW%dHAz{TwiMI%N;MmE}=%!7E}A2uvDItHl}$gdqAE4aAS`g(vji^}-m zeg>vh?6on=yj%7@|ETA&7UI=@)VB4Gk&&95T?g{ujSR``4bp|1*sHlhv z3kUc@yV%+?0$+OrrZxW?z+%#GFBKHz=g&AeuyH$Dl-AZJT5U=@D5+@AX>Wh+e|F~N z^Kah`gH1sa3=M>Zhd|w2?(E+b2hqdo{7MBg4Y{q{d^7% z#EH=u#uee4{|UkFlGG|wFD@=l;dV4Cs1JZa03i+7??yH03D0j@7Grg#! zK3qqqJI#(Nsl275e6W5i;ve{1l2_65NUFCxUaKN?JLu=lEK1zY2TU9bn& zA(x1at!=MCEa>a;e6 Date: Sun, 26 Nov 2017 16:43:38 -0800 Subject: [PATCH 21/26] Fix some doc typos --- docs/config.rst | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/docs/config.rst b/docs/config.rst index 244d070..b341a9f 100644 --- a/docs/config.rst +++ b/docs/config.rst @@ -202,7 +202,7 @@ or change attributes of the initialized atmosphere model. For example:: .. image:: _static/desi_moon_atmosphere.png :alt: DESI moon configuration -To add an additional twilight component: +To add an additional twilight component:: atm.twilight.sun_altitude = -13 * u.deg atm.twilight.sun_relative_azimuth = 30 * u.deg @@ -213,9 +213,10 @@ To add an additional twilight component: Note how total sky emission has increased significantly and is dominated by scattered moon at the blue end and twilight sun at the red end. To explore -the dependence of scattering on the observing conditions, use the plot -:func:`specsim.atmosphere.plot_lunar_brightness` and -:func:`specsim.atmosphere.plot_twlight_brightness`. For example:: +the dependence of scattering on the observing conditions, use the +:func:`plot_lunar_brightness ` and +:func:`plot_twlight_brightness ` +functions. For example:: specsim.atmosphere.plot_lunar_brightness( moon_zenith=60*u.deg, moon_azimuth=90*u.deg, moon_phase=0.25) From a8877e73befd68dd173d1fe949746570a7efc913 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Sun, 26 Nov 2017 17:48:47 -0800 Subject: [PATCH 22/26] Update default subtract_dark value for r-band (increases twilight norm) --- specsim/atmosphere.py | 2 +- specsim/tests/test_atmosphere.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index cd9cbbb..5371d35 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -528,7 +528,7 @@ def plot_spectrum(self, Xsun=40.): def twilight_surface_brightness( obj_altitude, sun_altitude, sun_relative_azimuth, - subtract_dark=20.5, coefs=twilight_coefs): + subtract_dark=21.2, coefs=twilight_coefs): """Return r-band twilight surface brightness. The first three inputs can be arrays with broadcastable shapes. diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index eb5a14d..6847048 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -47,7 +47,7 @@ def test_property_updates(): m = a.moon assert m._update_required == True - sb = 1.56361062e-17 + sb = 2.0464695e-17 assert np.allclose( np.mean(a.surface_brightness.value), sb, atol=0.) assert m.visible == True @@ -62,7 +62,7 @@ def test_property_updates(): assert m._update_required == True assert np.allclose(m.obs_zenith.value, 1.20942920) assert np.allclose( - np.mean(a.surface_brightness.value), 4.50681053e-17, atol=0.) + np.mean(a.surface_brightness.value), 5.7285411e-17, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 1.430046e-17, atol=0.) assert m._update_required == False From 636ddf46152403b7af03f2873ef815ce51caedad Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 30 Nov 2017 17:00:12 -0800 Subject: [PATCH 23/26] Add units to twilight r-band mag --- specsim/atmosphere.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 5371d35..654eab1 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -291,7 +291,7 @@ class Twilight(object): twilight_spectrum : astropy.units.Quantity Tabulated spectrum of twilight scattered sun with units of flux density. The normalization does not matter since it will be fixed by - :meth:`get_twilight_surface_brightness`. A solar spectrum can be used, + :meth:`twilight_surface_brightness`. A solar spectrum can be used, which effectively assumes that the twilight is unfiltered sunlight. extinction_coefficient : array Array of extinction coefficients tabulated on ``wavelength``. @@ -600,7 +600,7 @@ def twilight_surface_brightness( Returns ------- - float or array + astropy.units.Quantity r-band twilight surface brightness in mags/sq.arc.sec with the flux corresponding to ``subtract_dark`` subtracted (unless this value is ``None``). Might be ``-np.inf`` if the predicted brightness @@ -683,7 +683,8 @@ def twilight_surface_brightness( result[pos] = -2.5 * np.log10(solar_flux[pos]) result[~pos] = -np.inf - return result[0] if scalar_result else result + sb_unit = u.mag / (u.arcsec ** 2) + return result[0] * sb_unit if scalar_result else result * sb_unit def plot_twilight_brightness( From 8003dd9143e9803c25ba1987b0ecb98eafc9452c Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 30 Nov 2017 17:02:26 -0800 Subject: [PATCH 24/26] Add units to calculated twilight r-mag --- specsim/atmosphere.py | 4 ++-- specsim/tests/test_atmosphere.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 654eab1..7327f7a 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -330,7 +330,7 @@ def _update(self): # Calculate the r-band surface brightness of the solar component. self._scattered_r = twilight_surface_brightness( 90 * u.deg - self.obs_zenith, self.sun_altitude, - self.sun_relative_azimuth) + self.sun_relative_azimuth).value if not self.visible or self._scattered_r == -np.inf: # Model predicts zero solar component. self._surface_brightness = ( @@ -734,7 +734,7 @@ def plot_twilight_brightness( # Calculate the r-band twilight surface brightness. rmag = twilight_surface_brightness( - obs_alt, sun_altitude, obs_az - sun_azimuth, subtract_dark, coefs) + obs_alt, sun_altitude, obs_az - sun_azimuth, subtract_dark, coefs).value # Initialize the plot. We are borrowing from: # http://blog.rtwilson.com/producing-polar-contour-plots-with-matplotlib/ diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 6847048..76ad1f7 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -104,7 +104,7 @@ def test_seeing_none(): def test_twilight_func(): def check(*args): - result = twilight_surface_brightness(*args, subtract_dark=None) + result = twilight_surface_brightness(*args, subtract_dark=None).value assert np.all((result < 21.2) & (result > 18.2)) # Check limiting cases. check(0 * u.deg, -12 * u.deg, 0 * u.deg) From d702098b0e07195311517e04cfecad715190489d Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Thu, 30 Nov 2017 18:57:42 -0800 Subject: [PATCH 25/26] Scale dark sky emission with airmass --- CHANGES.rst | 1 + docs/guide.rst | 6 +++--- specsim/atmosphere.py | 2 +- specsim/data/config/desi.yaml | 2 +- specsim/data/config/test.yaml | 2 +- specsim/tests/test_atmosphere.py | 2 +- 6 files changed, 8 insertions(+), 7 deletions(-) diff --git a/CHANGES.rst b/CHANGES.rst index 0715460..4de4035 100644 --- a/CHANGES.rst +++ b/CHANGES.rst @@ -1,6 +1,7 @@ 0.12 (unreleased) ----------------- +- Scale the dark sky spectrum with airmass. - Implement Twilight sky brightness model and integrate with Atmosphere model. - Remove obsolete sky_conditions parameter and only read tabulated dark sky. diff --git a/docs/guide.rst b/docs/guide.rst index f92008f..8985461 100644 --- a/docs/guide.rst +++ b/docs/guide.rst @@ -42,9 +42,9 @@ independent of its SED. Atmosphere Model ---------------- -The atmosphere adds its own emission spectrum :math:`b(\lambda)` to that of the -source and then both are attenuated by their passage through the atmosphere by -the extinction factor: +The atmosphere adds its own emission spectrum :math:`b(\lambda) X` to that of +the source and then both are attenuated by their passage through the atmosphere +by the extinction factor: .. math:: diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index 7327f7a..f0c0dcd 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -125,7 +125,7 @@ def surface_brightness(self): Includes both dark sky emission and (if configured) scattered moonlight and/or twilight. Changes to :attr:`airmass` are reflected here. """ - sky = self._dark_surface_brightness.copy() + sky = self._dark_surface_brightness * self.airmass if self._extinct_emission: sky *= self.extinction if self.moon is not None and self.moon.visible: diff --git a/specsim/data/config/desi.yaml b/specsim/data/config/desi.yaml index 6e40cff..f5404a1 100644 --- a/specsim/data/config/desi.yaml +++ b/specsim/data/config/desi.yaml @@ -31,7 +31,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Dark sky emission surface brightness. + # Dark sky emission surface brightness at airmass=1. sky: table: # The .dat extension is not automatically recognized as ascii. diff --git a/specsim/data/config/test.yaml b/specsim/data/config/test.yaml index 7bcb026..6c2f4b3 100644 --- a/specsim/data/config/test.yaml +++ b/specsim/data/config/test.yaml @@ -20,7 +20,7 @@ wavelength_grid: # The atmosphere configuration is interpreted and validated by the # specsim.atmosphere module. atmosphere: - # Sky emission surface brightness. + # Dark sky emission surface brightness at airmass=1. sky: table: # The .ecsv extension is not automatically recognized. diff --git a/specsim/tests/test_atmosphere.py b/specsim/tests/test_atmosphere.py index 76ad1f7..b971a22 100644 --- a/specsim/tests/test_atmosphere.py +++ b/specsim/tests/test_atmosphere.py @@ -62,7 +62,7 @@ def test_property_updates(): assert m._update_required == True assert np.allclose(m.obs_zenith.value, 1.20942920) assert np.allclose( - np.mean(a.surface_brightness.value), 5.7285411e-17, atol=0.) + np.mean(a.surface_brightness.value), 6.881726473e-17, atol=0.) assert np.allclose( np.mean(m.surface_brightness.value), 1.430046e-17, atol=0.) assert m._update_required == False From 51647d43f2080cb7f142e0160c0cba4a2ea55276 Mon Sep 17 00:00:00 2001 From: David Kirkby Date: Fri, 1 Dec 2017 09:13:59 -0800 Subject: [PATCH 26/26] Fix typo --- specsim/atmosphere.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/specsim/atmosphere.py b/specsim/atmosphere.py index f0c0dcd..0a61197 100644 --- a/specsim/atmosphere.py +++ b/specsim/atmosphere.py @@ -330,7 +330,7 @@ def _update(self): # Calculate the r-band surface brightness of the solar component. self._scattered_r = twilight_surface_brightness( 90 * u.deg - self.obs_zenith, self.sun_altitude, - self.sun_relative_azimuth).value + self.sun_relative_azimuth) if not self.visible or self._scattered_r == -np.inf: # Model predicts zero solar component. self._surface_brightness = ( @@ -348,7 +348,7 @@ def _update(self): flux *= (1 - 10 ** (-0.4 * self._extinction_coefficient * Xobs)) # Normalize the spectrum to the predicted r-band surface brightness. rmag0 = self._rband.get_ab_magnitude(flux, self._wavelength) - scale = 10 ** (-0.4 * (self._scattered_r - rmag0)) + scale = 10 ** (-0.4 * (self._scattered_r.value - rmag0)) self._surface_brightness = scale * flux / area @property