Contents
- Overview
- Learn by Examples
- 1. Load your first measurement files
- 3. Define calibration sections
- 4. Calculate variance of Stokes and anti-Stokes measurements
- 7. Calibration of single-ended measurement
- Read the raw data files loaded from your DTS machine
- Define the reference fiber sections that have a known temperature
- Estimate the variance of the noise in the Stokes and anti-Stokes measurements
- Perform calibration and compute the temperature
- Plot the temperature and uncertainty of the estimated temperature
- 8. Calibration of double-ended measurements
- Read the raw data files loaded from your DTS machine
- Align measurements of the forward and backward channels
- Define the reference fiber sections that have a known temperature
- Estimate the variance of the noise in the Stokes and anti-Stokes measurements
- Perform calibration and compute the temperature
- Uncertainty of the calibrated temperature
- 9. Import a time series
- 10. Align double ended measurements
- 11. Merge two single-ended measurements into a double-ended datastore
- 12. Creating a Dataset from numpy arrays
- 13. Fixing calibration parameters
- 14. Calibration over (lossy) splices and connectors
- 15. Calibration using matching sections
- 16. Confidence intervals of average temperatures
- 17. Uncertainty of the temperature estimated using single-ended calibration
- A2. Loading sensornet files
- A3. Loading AP Sensing files
- A4. Loading sensortran files
- Reference
- Load the data
- Compute the variance in the Stokes measurements
- The DTS Accessor
- xarray.Dataset.dts.sections
- xarray.Dataset.dts.calibrate_single_ended
- xarray.Dataset.dts.calibrate_double_ended
- xarray.Dataset.dts.monte_carlo_single_ended
- xarray.Dataset.dts.monte_carlo_double_ended
- xarray.Dataset.dts.average_monte_carlo_single_ended
- xarray.Dataset.dts.average_monte_carlo_double_ended
- xarray.Dataset.dts.get_default_encoding
- xarray.Dataset.dts.get_timeseries_keys
- xarray.Dataset.dts.matching_sections
- xarray.Dataset.dts.ufunc_per_section
- Plot the results
- Contributing
- Authors
- Changelog
- 2.0.0 (2023-05-24)
- 1.2.0 (2023-03-13)
- 1.1.2 (2022-09-25)
- 1.1.1 (2022-09-25)
- 1.1.0 (2022-09-25)
- 1.0.2 (2020-05-04)
- 1.0.1 (2020-05-04)
- 1.0.0 (2020-03-30)
- 0.9.2 (2020-03-17)
- 0.9.1 (2020-03-17)
- 0.9.0 (2020-03-16)
- 0.8.0 (2020-02-14)
- 0.7.4 (2020-01-26)
- 0.7.3 (2020-01-24)
- 0.7.2 (2019-11-22)
- 0.7.0 (2019-11-07)
- 0.6.7 (2019-11-01)
- 0.6.6 (2019-11-01)
- 0.6.5 (2019-11-01)
- 0.6.4 (2019-04-09)
- 0.6.3 (2019-04-03)
- 0.6.2 (2019-02-26)
- 0.6.1 (2019-01-04)
- 0.6.0 (2018-12-08)
- 0.5.3 (2018-10-26)
- 0.5.2 (2018-10-26)
- 0.5.1 (2018-10-19)
- 0.4.0 (2018-09-06)
- 0.2.0 (2018-08-16)
- 0.1.0 (2018-08-01)