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The three detectors belong to two -# different wafer groups. -dets = [ - lbs.DetectorInfo( - name="det_A_wafer_1", sampling_rate_hz=sampling_freq_Hz, wafer="wafer_1" - ), - lbs.DetectorInfo( - name="det_B_wafer_1", sampling_rate_hz=sampling_freq_Hz, wafer="wafer_1" - ), - lbs.DetectorInfo( - name="det_C_wafer_2", sampling_rate_hz=sampling_freq_Hz, wafer="wafer_2" - ), -] - -# Defining the gain drift simulation parameters with no detector mismatch -drift_params_no_mismatch = lbs.GainDriftParams( - drift_type=lbs.GainDriftType.THERMAL_GAIN, - focalplane_group="wafer", - detector_mismatch=0.0, -) - -# Defining the gain drift simulation parameters with detector mismatch -drift_params_with_mismatch = lbs.GainDriftParams( - drift_type=lbs.GainDriftType.THERMAL_GAIN, - focalplane_group="wafer", - detector_mismatch=1.0, -) - -sim1 = lbs.Simulation( - start_time=start_time, - duration_s=duration_s, - random_seed=12345, -) - -sim1.create_observations( - detectors=dets, - split_list_over_processes=False, - num_of_obs_per_detector=1, -) - -sim1.observations[0].thermalgain_tod_no_mismatch = np.ones_like( - sim1.observations[0].tod -) -sim1.observations[0].thermalgain_tod_with_mismatch = np.ones_like( - sim1.observations[0].tod -) - -# Generating the gain drift factors with no detector mismatch -sim1.apply_gaindrift( - drift_params=drift_params_no_mismatch, - component="thermalgain_tod_no_mismatch", - user_seed=12345, -) - -# Generating the gain drift factors with detector mismatch -sim1.apply_gaindrift( - drift_params=drift_params_with_mismatch, - component="thermalgain_tod_with_mismatch", - user_seed=12345, -) - -plt.figure(figsize=(8, 10)) - -plt.subplot(211) -for idx in range(sim1.observations[0].tod.shape[0]): - plt.plot( - sim1.observations[0].thermalgain_tod_no_mismatch[idx], - label=sim1.observations[0].name[idx], - ) - -plt.xlabel("Time (in seconds)") -plt.ylabel("Linear gain factor amplitude") -plt.title("Thermal gain drift factor with no detector mismatch") -plt.legend() - -plt.subplot(212) -for idx in range(sim1.observations[0].tod.shape[0]): - plt.plot( - sim1.observations[0].thermalgain_tod_with_mismatch[idx], - label=sim1.observations[0].name[idx], - ) - -plt.xlabel("Time (in seconds)") -plt.ylabel("Linear gain factor amplitude") -plt.title("Thermal gain drift factor with detector mismatch") -plt.legend() -plt.tight_layout() diff --git a/docs/build/html/_downloads/3c7f580fe11f6ae3b6b2537ebb1e5707/bandpass_demo.png b/docs/build/html/_downloads/3c7f580fe11f6ae3b6b2537ebb1e5707/bandpass_demo.png deleted file mode 100644 index 98ec82db8a383bb213ea6377ae20c7254e5bc747..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 30534 zcmeFYWmJ@36gPTifB|U*C8QKlK}uQ>7(hj(yGv49T5=EsMM6b76{#6gx(85Dx;sT` z=x*jd{NH!I_pbZiweFYu@qS=Eu!iT%IeYK3j4B{Mf?dnY&hmoL~nEL~h*IynmRKHwGLX0vf~ zb9NQy<8%05|G?|yV$F9$nP3!J=d|eNM0t5d4$e?fy#AV#p_i-!;`W?PLO> 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b/docs/build/html/_downloads/96d1d92116c317651ba8d0c45fe2859c/lingain_demo.py deleted file mode 100644 index 0f6b63d8..00000000 --- a/docs/build/html/_downloads/96d1d92116c317651ba8d0c45fe2859c/lingain_demo.py +++ /dev/null @@ -1,61 +0,0 @@ -import numpy as np -import litebird_sim as lbs -from astropy.time import Time -import matplotlib.pyplot as plt - -start_time = Time("2034-05-02") -duration_s = 4 * 24 * 3600 -sampling_freq_Hz = 1 - -# Creating a list of detectors. -dets = [ - lbs.DetectorInfo( - name="det_A_wafer_1", sampling_rate_hz=sampling_freq_Hz, wafer="wafer_1" - ), - lbs.DetectorInfo( - name="det_B_wafer_1", sampling_rate_hz=sampling_freq_Hz, wafer="wafer_1" - ), -] - -# Defining the gain drift simulation parameters -drift_params = lbs.GainDriftParams( - drift_type=lbs.GainDriftType.LINEAR_GAIN, - calibration_period_sec=24 * 3600, -) - -sim1 = lbs.Simulation( - start_time=start_time, - duration_s=duration_s, - random_seed=12345, -) - -sim1.create_observations( - detectors=dets, - split_list_over_processes=False, - num_of_obs_per_detector=1, -) - -sim1.observations[0].lingain_tod = np.ones_like(sim1.observations[0].tod) - -# Applying gain drift using the `Simulation` class method -sim1.apply_gaindrift( - drift_params=drift_params, - component="lingain_tod", -) - -plt.figure(figsize=(8, 5)) - -time_domain = ( - np.arange(sim1.observations[0].tod.shape[1]) / sampling_freq_Hz / 24 / 3600 -) - -for idx in range(sim1.observations[0].tod.shape[0]): - plt.plot( - time_domain, - sim1.observations[0].lingain_tod[idx], - label=sim1.observations[0].name[idx], - ) - -plt.xlabel("Time (in days)") -plt.ylabel("Linear gain factor amplitude") -plt.legend() diff --git a/docs/build/html/_downloads/97eedd704b5c69d06e0c8099efc36685/bandpass_demo.hires.png b/docs/build/html/_downloads/97eedd704b5c69d06e0c8099efc36685/bandpass_demo.hires.png deleted file mode 100644 index a490ee7f412424dd6f5683ef8af7371db993ff6f..0000000000000000000000000000000000000000 GIT binary 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zt$cbImixawChc-d^nZO!`u~!r|JR=P?_1jcr~exDDbq3Zc^HvxiizbE-R--nS(;Y< F{|6^&ITZi^ diff --git a/docs/build/html/_downloads/db9d2aed004b9cdb4001394d56adf8c2/dipole_demo.py b/docs/build/html/_downloads/db9d2aed004b9cdb4001394d56adf8c2/dipole_demo.py deleted file mode 100644 index c9392613..00000000 --- a/docs/build/html/_downloads/db9d2aed004b9cdb4001394d56adf8c2/dipole_demo.py +++ /dev/null @@ -1,69 +0,0 @@ -from astropy.time import Time -import numpy as np -import litebird_sim as lbs -import matplotlib.pylab as plt - -start_time = Time("2022-01-01") -time_span_s = 120.0 # Two minutes -sampling_hz = 20 - -sim = lbs.Simulation(start_time=start_time, duration_s=time_span_s, random_seed=12345) - -# We pick a simple scanning strategy where the spin axis is aligned -# with the Sun-Earth axis, and the spacecraft spins once every minute -sim.set_scanning_strategy( - lbs.SpinningScanningStrategy( - spin_sun_angle_rad=np.deg2rad(0), - precession_rate_hz=0, - spin_rate_hz=1 / 60, - start_time=start_time, - ), - delta_time_s=5.0, -) - -# We simulate an instrument whose boresight is perpendicular to -# the spin axis. -sim.set_instrument( - lbs.InstrumentInfo( - boresight_rotangle_rad=0.0, - spin_boresight_angle_rad=np.deg2rad(90), - spin_rotangle_rad=np.deg2rad(75), - ) -) - -# A simple detector looking along the boresight direction -det = lbs.DetectorInfo( - name="Boresight_detector", - sampling_rate_hz=sampling_hz, - bandcenter_ghz=100.0, -) - -(obs,) = sim.create_observations(detectors=[det]) - -sim.prepare_pointings() - -# Simulate the orbit of the spacecraft and compute positions and -# velocities -orbit = lbs.SpacecraftOrbit(obs.start_time) -pos_vel = lbs.spacecraft_pos_and_vel(orbit, obs, delta_time_s=60.0) - -t = obs.get_times() -t -= t[0] # Make `t` start from zero - -# Create two plots: the first shows the full two-minute time span, and -# the second one shows a zoom over the very first points of the TOD. -_, axes = plt.subplots(nrows=2, ncols=1, figsize=(10, 12)) - -# Make a plot of the TOD using all the dipole types -for type_idx, dipole_type in enumerate(lbs.DipoleType): - obs.tod[0][:] = 0 # Reset the TOD - lbs.add_dipole_to_observations(obs, pos_vel, dipole_type=dipole_type) - - axes[0].plot(t, obs.tod[0], label=str(dipole_type)) - axes[1].plot(t[0:20], obs.tod[0][0:20], label=str(dipole_type)) - -axes[0].set_xlabel("Time [s]") -axes[0].set_ylabel("Signal [K]") -axes[1].set_xlabel("Time [s]") -axes[1].set_ylabel("Signal [K]") -axes[1].legend() diff --git a/docs/build/html/_downloads/f8704f44ef47aebc8d1644b811851eb1/spacecraft_demo.hires.png b/docs/build/html/_downloads/f8704f44ef47aebc8d1644b811851eb1/spacecraft_demo.hires.png deleted file mode 100644 index fdf4662fc23ecc512622ba52a04fd8a6ac43686a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 107520 zcmeFZXHZmI*Dl)XMzYnjn&cq9Pe- zpe2LECQGJCXROBe`|6&$b?e-!`{Vxjtg<#+U2DxX=ZMeqjP+7kQJS2TmK23Tk;~k_ 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zw@T0^MUAsBKJ{UTz?Zu6$oOf+uEISO`jKqBDa)kea(le2T_4=1%N}@`b*L`jZ02v}AA_|3 diff --git a/docs/build/html/_downloads/1a23db2426a59e7579e865ba811a62e2/spacecraft_demo.py b/docs/build/html/_downloads/1a23db2426a59e7579e865ba811a62e2/spacecraft_demo.py deleted file mode 100644 index 85488f18..00000000 --- a/docs/build/html/_downloads/1a23db2426a59e7579e865ba811a62e2/spacecraft_demo.py +++ /dev/null @@ -1,33 +0,0 @@ -import numpy as np -import litebird_sim as lbs -from astropy.time import Time -import matplotlib.pylab as plt - -orbit = lbs.SpacecraftOrbit(start_time=Time("2023-01-01")) - -posvel = lbs.spacecraft_pos_and_vel( - orbit, - start_time=orbit.start_time, - time_span_s=3.15e7, # One year - delta_time_s=86_400.0, # One day -) - -# posvel.positions_km is a N×3 array containing the XYZ position -# of the spacecraft calculated every day for one year. 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