Note

Go to the end to download the full example code.

Estimating the spectral contribution to inspiral range

Generating an inspiral range timeseries shows how the binary neutron star (BNS) inspiral range of a gravitational-wave detector can be measured directly from the strain readout.

In this example, we estimate the average spectral contribution to BNS range from the strain record surrounding GW170817 using gwpy.astro.range_spectrogram().

Data access

First, we need to load some data. For this we can fetch the public data around the GW170817 BNS merger:

from gwpy.timeseries import TimeSeries
l1 = TimeSeries.fetch_open_data("L1", 1187006834, 1187010930)

Generate a range Spectrogram

Then, we can calculate a Spectrogram of the inspiral range amplitude spectrum:

from gwpy.astro import range_spectrogram
l1spec = range_spectrogram(l1, 30, fftlength=4, fmin=15, fmax=500) ** (1./2)

/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))
/home/duncan.macleod/gwpy-nightly-build/conda/envs/gwpy-nightly-3.11/lib/python3.11/site-packages/inspiral_range/waveform.py:369: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
  return np.sqrt(4*np.trapz((h**2)/psd, self.freq))

Visualisation

We can plot this Spectrogram to visualise spectral variation in LIGO-Livingston’s sensitivity in the hour or so surrounding GW170817:

plot = l1spec.plot(figsize=(12, 5))
ax = plot.gca()
ax.set_yscale("log")
ax.set_ylim(15, 500)
ax.set_title("LIGO-Livingston sensitivity to BNS around GW170817")
ax.set_epoch(1187008882)  # <- set 0 on plot to GW170817
ax.colorbar(
    cmap="cividis",
    clim=(0, 16),
    label=r"BNS range amplitude spectral density [Mpc/$\sqrt{\mathrm{Hz}}$]",
)
plot.show()
LIGO-Livingston sensitivity to BNS around GW170817

Note, the extreme dip in sensitivity near GW170817 is caused by a loud, transient noise event, see Phys. Rev. Lett. vol. 119, p. 161101 for more information.

Total running time of the script: (0 minutes 2.453 seconds)

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