Update Mbs

CHANGELOG.md

@@ -16,6 +16,8 @@ The function is executable by: `python -m litebird_sim.plot_fp` [#345](https://g
 
 -   Simulation.add_noise() uses self.random as default random number generator [#349](https://github.com/litebird/litebird_sim/pull/349)
 
+-   Mbs updated, code aligned to pysm 3.4.0, CO lines included plus other new foreground models [#347](https://github.com/litebird/litebird_sim/pull/347)
+
 # Version 0.13.0
 
 -   **Breaking change**: new API for pointing computation [#319](https://github.com/litebird/litebird_sim/pull/319). Here is a in-depth list of all the breaking changes in this PR:

docs/source/sky_maps.rst

@@ -24,18 +24,22 @@ framework to generate a CMB map::
 
     import litebird_sim as lbs
 
+    nside = 512
+
     sim = lbs.Simulation(base_path="../output", random_seed=12345)
     params = lbs.MbsParameters(
         make_cmb=True,
+        make_fg=True,
         fg_models=["pysm_synch_0", "pysm_freefree_1"],
+        nside=nside,
     )
     mbs = lbs.Mbs(
         simulation=sim,
         parameters=params,
         channel_list=[
             lbs.FreqChannelInfo.from_imo(
                 sim.imo,
-                "/releases/v1.3/satellite/LFT/L1-040/channel_info",
+                "/releases/vPTEP/satellite/LFT/L1-040/channel_info",
             ),
         ],
     )
@@ -59,6 +63,7 @@ multipole of these alms with ``lmax_alms``, the default value is
 :math:`4\times N_{side}`. If ``gaussian_smooth`` is False, Mbs returns
 the umbeamed maps or alms.
 
+
 Available emission models
 -------------------------
 
@@ -70,20 +75,44 @@ following:
 
   - ``pysm_ame_1``
 
+  - ``pysm_ame_2``
+
+- CO Lines:
+
+  - ``pysm_co_1``
+
+  - ``pysm_co_2``
+
+  - ``pysm_co_3``
+
 - Dust:
 
   - ``pysm_dust_0``
 
   - ``pysm_dust_1``
 
+  - ``pysm_dust_2``
+
+  - ``pysm_dust_3``
+
   - ``pysm_dust_4``
 
   - ``pysm_dust_5``
 
+  - ``pysm_dust_6``
+
   - ``pysm_dust_7``
 
   - ``pysm_dust_8``
 
+  - ``pysm_dust_9``
+
+  - ``pysm_dust_10``
+
+  - ``pysm_dust_11``
+
+  - ``pysm_dust_12``
+
 - Free-free:
 
   - ``pysm_freefree_1``
@@ -94,6 +123,20 @@ following:
 
   - ``pysm_synch_1``
 
+  - ``pysm_synch_2``
+
+  - ``pysm_synch_3``
+
+  - ``pysm_synch_4``
+
+  - ``pysm_synch_5``
+
+  - ``pysm_synch_6``
+
+
+See `here <https://github.com/galsci/pysm/blob/3.4.0/pysm3/data/presets.cfg>`_ for
+details of the foreground modes implemented.
+
 
 Monte Carlo simulations
 -----------------------

litebird_sim/mbs/fg_models/pysm_ame_2.cfg

@@ -0,0 +1,27 @@
+#PYSM model for ame (a2)
+#two population, one with fixed peak emissivity, the other with variable
+#temperature and polarization
+
+[ame_TP]
+[ame_TP.comp1]
+class = "SpDustPol"
+map_I = "pysm_2/ame_t_new.fits"
+unit_I = "uK_RJ"
+freq_ref_I = "22.8 GHz"
+emissivity = "pysm_2/emissivity.txt"
+freq_peak = "pysm_2/ame_nu_peak_0.fits"
+freq_ref_peak = "30 GHz"
+pol_frac = 0.02
+angle_Q = "pysm_2/dust_q_new.fits"
+angle_U = "pysm_2/dust_u_new.fits"
+[ame_TP.comp2]
+class = "SpDustPol"
+map_I = "pysm_2/ame2_t_new.fits"
+unit_I = "uK_RJ"
+freq_ref_I = "41 GHz"
+emissivity = "pysm_2/emissivity.txt"
+freq_peak = "33.35 GHz"
+freq_ref_peak = "30 GHz"
+pol_frac = 0.02
+angle_Q = "pysm_2/dust_q_new.fits"
+angle_U = "pysm_2/dust_u_new.fits"

litebird_sim/mbs/fg_models/pysm_co_1.cfg

@@ -0,0 +1,3 @@
+[co1]
+class = "COLines"
+has_polarization = false

litebird_sim/mbs/fg_models/pysm_co_2.cfg

@@ -0,0 +1,4 @@
+[co2]
+class = "COLines"
+has_polarization = true
+polarization_fraction = 0.001

litebird_sim/mbs/fg_models/pysm_co_3.cfg

@@ -0,0 +1,5 @@
+[co3]
+class = "COLines"
+has_polarization = true
+polarization_fraction = 0.001
+include_high_galactic_latitude_clouds = true

litebird_sim/mbs/fg_models/pysm_dust_10.cfg

@@ -0,0 +1,10 @@
+#PYSM model for dust (d10)
+
+[dust_poltens_var_spec]
+class = "ModifiedBlackBody"
+map_I = "dust_gnilc/gnilc_dust_template_nside{nside}_2023.02.10.fits"
+map_mbb_index = "dust_gnilc/gnilc_dust_beta_nside{nside}_2023.06.06.fits"
+map_mbb_temperature = "dust_gnilc/gnilc_dust_Td_nside{nside}_2023.06.06.fits"
+freq_ref_I = "353 GHz"
+freq_ref_P = "353 GHz"
+max_nside = 8192

litebird_sim/mbs/fg_models/pysm_dust_11.cfg

@@ -0,0 +1,20 @@
+#PYSM model for dust (d11)
+
+[dust_poltens_var_spec_random]
+class = "ModifiedBlackBodyRealization"
+amplitude_modulation_temp_alm = "dust_gnilc/raw/gnilc_dust_temperature_modulation_alms_lmax768.fits.gz"
+amplitude_modulation_pol_alm = "dust_gnilc/raw/gnilc_dust_polarization_modulation_alms_lmax768.fits.gz"
+largescale_alm = "dust_gnilc/raw/gnilc_dust_largescale_template_logpoltens_alm_nside2048_lmax1024_complex64.fits.gz"
+small_scale_cl = "dust_gnilc/raw/gnilc_dust_small_scales_logpoltens_cl_lmax16384.fits.gz"
+largescale_alm_mbb_index = "dust_gnilc/raw/gnilc_dust_largescale_template_beta_alm_nside2048_lmax1024.fits.gz"
+small_scale_cl_mbb_index = "dust_gnilc/raw/gnilc_dust_small_scales_beta_cl_lmax16384_2023.06.06.fits.gz"
+largescale_alm_mbb_temperature = "dust_gnilc/raw/gnilc_dust_largescale_template_Td_alm_nside2048_lmax1024.fits.gz"
+small_scale_cl_mbb_temperature = "dust_gnilc/raw/gnilc_dust_small_scales_Td_cl_lmax16384_2023.06.06.fits.gz"
+freq_ref = "353 GHz"
+# Remove the galplane_fix option to skip applying the galactic plane fix
+galplane_fix = "dust_gnilc/raw/gnilc_dust_galplane.fits.gz"
+galplane_fix_beta_Td = "dust_gnilc/raw/gnilc_dust_beta_Td_galplane.fits.gz"
+# Configuration for reproducing d10
+# seeds = [8192,777,888]
+# synalm_lmax = 16384
+max_nside = 8192

litebird_sim/mbs/fg_models/pysm_dust_12.cfg

@@ -0,0 +1,13 @@
+#PYSM model for dust (d12)
+
+[dust_layers]
+class = "ModifiedBlackBodyLayers"
+map_layers = "mkd_dust/2048/thermaldust_ampl{layer}.fits"
+freq_ref = "353 GHz"
+map_mbb_index = "mkd_dust/2048/thermaldust_specind{layer}.fits"
+map_mbb_temperature = "mkd_dust/2048/thermaldust_temp{layer}.fits"
+num_layers = 6
+color_correction = 0.911
+unit_layers = "MJy/sr"
+unit_mbb_temperature = "K"
+max_nside = 2048

litebird_sim/mbs/fg_models/pysm_dust_2.cfg

@@ -0,0 +1,15 @@
+#PYSM model for dust (d2)
+
+[dust_var_spec_mean1p59_std0p2]
+class = "ModifiedBlackBody"
+map_I = "pysm_2/dust_t_new.fits"
+map_Q = "pysm_2/dust_q_new.fits"
+map_U = "pysm_2/dust_u_new.fits"
+unit_I = "uK_RJ"
+unit_Q = "uK_RJ"
+unit_U = "uK_RJ"
+map_mbb_index = "pysm_2/beta_mean1p59_std0p2.fits"
+map_mbb_temperature = "pysm_2/dust_temp.fits"
+unit_mbb_temperature = "K"
+freq_ref_I = "545 GHz"
+freq_ref_P = "353 GHz"

litebird_sim/mbs/fg_models/pysm_dust_3.cfg

@@ -0,0 +1,15 @@
+#PYSM model for dust (d3)
+
+[dust_var_spec_mean1p59_std0p3]
+class = "ModifiedBlackBody"
+map_I = "pysm_2/dust_t_new.fits"
+map_Q = "pysm_2/dust_q_new.fits"
+map_U = "pysm_2/dust_u_new.fits"
+unit_I = "uK_RJ"
+unit_Q = "uK_RJ"
+unit_U = "uK_RJ"
+map_mbb_index = "pysm_2/beta_mean1p59_std0p3.fits"
+map_mbb_temperature = "pysm_2/dust_temp.fits"
+unit_mbb_temperature = "K"
+freq_ref_I = "545 GHz"
+freq_ref_P = "353 GHz"

litebird_sim/mbs/fg_models/pysm_dust_6.cfg

@@ -0,0 +1,17 @@
+#PYSM model for dust (d6)
+
+
+[dust_decorrelated]
+class = "DecorrelatedModifiedBlackBody"
+correlation_length = 5.0
+map_I = "pysm_2/dust_t_new.fits"
+map_Q = "pysm_2/dust_q_new.fits"
+map_U = "pysm_2/dust_u_new.fits"
+unit_I = "uK_RJ"
+unit_Q = "uK_RJ"
+unit_U = "uK_RJ"
+map_mbb_index = "pysm_2/dust_beta.fits"
+map_mbb_temperature = "pysm_2/dust_temp.fits"
+unit_mbb_temperature = "K"
+freq_ref_I = "545 GHz"
+freq_ref_P = "353 GHz"

litebird_sim/mbs/fg_models/pysm_dust_8.cfg

@@ -1,4 +1,4 @@
-#PYSM model for dust (d7)
+#PYSM model for dust (d8)
 #taken from Hensley&Draine2017 (https://arxiv.org/pdf/1611.08607.pdf)
 #and Hensley&Bull2017 (https://arxiv.org/pdf/1709.07897.pdf)
 

litebird_sim/mbs/fg_models/pysm_dust_9.cfg

@@ -0,0 +1,12 @@
+#PYSM model for dust (d9)
+
+[dust_poltens_fixed_spec]
+class = "ModifiedBlackBody"
+map_I = "dust_gnilc/gnilc_dust_template_nside{nside}_2023.02.10.fits"
+# from Planck 2018 XI
+map_mbb_index = 1.48
+map_mbb_temperature = 19.6
+unit_mbb_temperature = "K"
+freq_ref_I = "353 GHz"
+freq_ref_P = "353 GHz"
+max_nside = 8192

litebird_sim/mbs/fg_models/pysm_freefree_1.cfg

@@ -7,3 +7,4 @@ map_I = "pysm_2/ff_t_new.fits"
 unit_I = "uK_RJ"
 map_pl_index = -2.14
 freq_ref_I = "30 GHz"
+has_polarization = false

litebird_sim/mbs/fg_models/pysm_synch_2.cfg

@@ -0,0 +1,13 @@
+#PSYM model for synchrotron (s2)
+
+[synch_var_spec_lat]
+class = "PowerLaw"
+map_I = "pysm_2/synch_t_new.fits"
+map_Q = "pysm_2/synch_q_new.fits"
+map_U = "pysm_2/synch_u_new.fits"
+unit_I = "uK_RJ"
+unit_Q = "uK_RJ"
+unit_U = "uK_RJ"
+map_pl_index = "pysm_2/beta_latvar.fits"
+freq_ref_I = "408 MHz"
+freq_ref_P = "23 GHz"

litebird_sim/mbs/fg_models/pysm_synch_3.cfg

@@ -0,0 +1,15 @@
+#PSYM model for synchrotron (s3)
+
+[synch_var_spec_curved]
+class = "CurvedPowerLaw"
+map_I = "pysm_2/synch_t_new.fits"
+map_Q = "pysm_2/synch_q_new.fits"
+map_U = "pysm_2/synch_u_new.fits"
+unit_I = "uK_RJ"
+unit_Q = "uK_RJ"
+unit_U = "uK_RJ"
+map_pl_index = "pysm_2/synch_beta.fits"
+freq_ref_I = "408 MHz"
+freq_ref_P = "23 GHz"
+spectral_curvature = -0.052
+freq_curve = "23 GHz"

litebird_sim/mbs/fg_models/pysm_synch_4.cfg

@@ -0,0 +1,9 @@
+#PSYM model for synchrotron (s4)
+
+[synch_poltens_fixed_spec]
+class = "PowerLaw"
+map_I = "synch/synch_template_nside{nside}_2023.02.25.fits"
+map_pl_index = -3.1
+freq_ref_I = "23 GHz"
+freq_ref_P = "23 GHz"
+max_nside = 8192

litebird_sim/mbs/fg_models/pysm_synch_5.cfg

@@ -0,0 +1,9 @@
+#PSYM model for synchrotron (s5)
+
+[synch_poltens_var_spec]
+class = "PowerLaw"
+map_I = "synch/synch_template_nside{nside}_2023.02.25.fits"
+map_pl_index = "synch/synch_beta_nside{nside}_2023.02.16.fits"
+freq_ref_I = "23 GHz"
+freq_ref_P = "23 GHz"
+max_nside = 8192

litebird_sim/mbs/fg_models/pysm_synch_6.cfg

@@ -0,0 +1,18 @@
+#PSYM model for synchrotron (s6)
+
+[synch_var_spec_random]
+class = "PowerLawRealization"
+largescale_alm = "synch/raw/synch_largescale_template_logpoltens_alm_lmax128_2023.02.24.fits.gz"
+amplitude_modulation_temp_alm = "synch/raw/synch_temperature_modulation_alms_lmax64_2023.02.24.fits.gz"
+amplitude_modulation_pol_alm = "synch/raw/synch_polarization_modulation_alms_lmax64_2023.02.24.fits.gz"
+amplitude_modulation_beta_alm = "synch/raw/synch_amplitude_modulation_alms_lmax768.fits.gz"
+small_scale_cl = "synch/raw/synch_small_scales_cl_lmax16384_2023.02.24.fits.gz"
+largescale_alm_pl_index = "synch/raw/synch_largescale_beta_alm_nside512_lmax768.fits.gz"
+small_scale_cl_pl_index = "synch/raw/synch_small_scales_beta_cl_lmax16384.fits.gz"
+freq_ref = "23 GHz"
+max_nside = 8192
+# Remove the galplane_fix option to skip applying the galactic plane fix
+galplane_fix = "synch/raw/synch_galplane.fits.gz"
+# Configuration for reproducing s5
+# seeds = [555,444]
+# synalm_lmax = 16384