diff --git a/CHANGELOG.md b/CHANGELOG.md index 4b2ce304..bdf0d5e1 100644 --- a/CHANGELOG.md +++ b/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: diff --git a/docs/source/sky_maps.rst b/docs/source/sky_maps.rst index 6e2cf0dd..b96c900c 100644 --- a/docs/source/sky_maps.rst +++ b/docs/source/sky_maps.rst @@ -24,10 +24,14 @@ 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, @@ -35,7 +39,7 @@ framework to generate a CMB map:: 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 `_ for +details of the foreground modes implemented. + Monte Carlo simulations ----------------------- diff --git a/litebird_sim/mbs/fg_models/pysm_ame_2.cfg b/litebird_sim/mbs/fg_models/pysm_ame_2.cfg new file mode 100644 index 00000000..92f98c08 --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_co_1.cfg b/litebird_sim/mbs/fg_models/pysm_co_1.cfg new file mode 100644 index 00000000..9b47d339 --- /dev/null +++ b/litebird_sim/mbs/fg_models/pysm_co_1.cfg @@ -0,0 +1,3 @@ +[co1] +class = "COLines" +has_polarization = false diff --git a/litebird_sim/mbs/fg_models/pysm_co_2.cfg b/litebird_sim/mbs/fg_models/pysm_co_2.cfg new file mode 100644 index 00000000..2509d028 --- /dev/null +++ b/litebird_sim/mbs/fg_models/pysm_co_2.cfg @@ -0,0 +1,4 @@ +[co2] +class = "COLines" +has_polarization = true +polarization_fraction = 0.001 diff --git a/litebird_sim/mbs/fg_models/pysm_co_3.cfg b/litebird_sim/mbs/fg_models/pysm_co_3.cfg new file mode 100644 index 00000000..3d2d6352 --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_dust_10.cfg b/litebird_sim/mbs/fg_models/pysm_dust_10.cfg new file mode 100644 index 00000000..6aeb5784 --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_dust_11.cfg b/litebird_sim/mbs/fg_models/pysm_dust_11.cfg new file mode 100644 index 00000000..5c293582 --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_dust_12.cfg b/litebird_sim/mbs/fg_models/pysm_dust_12.cfg new file mode 100644 index 00000000..b0729f4b --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_dust_2.cfg b/litebird_sim/mbs/fg_models/pysm_dust_2.cfg new file mode 100644 index 00000000..33ca884a --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_dust_3.cfg b/litebird_sim/mbs/fg_models/pysm_dust_3.cfg new file mode 100644 index 00000000..b129576e --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_dust_6.cfg b/litebird_sim/mbs/fg_models/pysm_dust_6.cfg new file mode 100644 index 00000000..13743f37 --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_dust_8.cfg b/litebird_sim/mbs/fg_models/pysm_dust_8.cfg index 922302b4..2f51d10d 100644 --- a/litebird_sim/mbs/fg_models/pysm_dust_8.cfg +++ b/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) diff --git a/litebird_sim/mbs/fg_models/pysm_dust_9.cfg b/litebird_sim/mbs/fg_models/pysm_dust_9.cfg new file mode 100644 index 00000000..bfd45568 --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_freefree_1.cfg b/litebird_sim/mbs/fg_models/pysm_freefree_1.cfg index 1120a82c..8d06a525 100644 --- a/litebird_sim/mbs/fg_models/pysm_freefree_1.cfg +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_synch_2.cfg b/litebird_sim/mbs/fg_models/pysm_synch_2.cfg new file mode 100644 index 00000000..6a5888cd --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_synch_3.cfg b/litebird_sim/mbs/fg_models/pysm_synch_3.cfg new file mode 100644 index 00000000..a41c28ca --- /dev/null +++ b/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" diff --git a/litebird_sim/mbs/fg_models/pysm_synch_4.cfg b/litebird_sim/mbs/fg_models/pysm_synch_4.cfg new file mode 100644 index 00000000..33724026 --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_synch_5.cfg b/litebird_sim/mbs/fg_models/pysm_synch_5.cfg new file mode 100644 index 00000000..b988864f --- /dev/null +++ b/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 diff --git a/litebird_sim/mbs/fg_models/pysm_synch_6.cfg b/litebird_sim/mbs/fg_models/pysm_synch_6.cfg new file mode 100644 index 00000000..995689d5 --- /dev/null +++ b/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 diff --git a/poetry.lock b/poetry.lock index 6652a029..efe14af7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. 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