Instrument Science Report STIS 2014-02 The Time-Dependent Sensitivity of the MAMA and CCD Long-Slit Gratings Stephen T. Holland1 , Alessandra Aloisi 1 , Azalee Bostroem 1 , Cristina Oliveira1 , Charles Proffitt1 1 Space Telescope Science Institute, 3700 San Martin Drive, Baltimore, MD 21218 December 3, 2014 ABSTRACT The sensitivities of the Space Telescope Imaging Spectrograph (STIS) detectors have varied with time since the instrument was deployed in 1997. These changes must be corrected for in order to accurately determine the flux from an astrophysical source. In order to do this we used observations of flux standard stars to determine the trends in the sensitivities of the five STIS low-resolution, long-slit gratings between 1997 and 2013. We find no significant change in the rate that the sensitivity is decreasing for each long-slit grating since early 2003, although there is weak evidence for possible changes of ≈ 0.5%/year for the G140L and G230LB gratings in late 2011 and mid 2012 respectively. The STIS calibration data used in the data processing pipeline, the exposure time calculators, and pysynphot assumes that the sensitivity trends for the medium-resolution and echelle gratings are the same as those for the corresponding low-resolution gratings. We test this assumption and find that it is valid for all mediumresolution and echelle gratings except G430M, which has a sensitivity that is ≈ 1–3% lower than that of the G430L grating. Contents • Introduction (page 2) • Data (page 2) Operated by the Association of Universities for Research in Astronomy, Inc., for the National Aeronautics and Space Administration. • Method (page 5) • Results (page 6) • Comparison to Other STIS Gratings (page 18) • Conclusions (page 26) • Recommendations (page 27) • Acknowledgements (page 27) • Change History (page 28) • References (page 28) • Appendix A: Observations (page 28) 1. Introduction We present an analysis of the sensitivity monitoring observations of the Hubble Space Telescope’s (HST) Space Telescope Imaging Spectrograph (STIS) first-order low-resolution, long-slit gratings taken between 1997 and 2013. We determine time-dependent sensitivity (TDS) corrections for these gratings and compare them to those implemented in the STIS data reduction pipeline, pysynphot, and the Exposure Time Calculators (ETCs). Previous STIS Instrument Science Reports (ISRs) on this topic were published by Walborn & Bohlin (ISR 1998-27), Bohlin (ISR 1999-07), Smith et al. (ISR 2000-03), Stys & Walborn (ISR 2001-01), and Stys et al. (ISR 2004-04). The CCD detector suffers from charge transfer efficiency (CTE) losses. Details of the effects of CTE on STIS data and mitigation strategies can be found in Bohlin (ISR 2003-03) and Goudfrooij (ISR 2006-03). 2. Data 2.1 Observations Long-term changes in the STIS TDS have been monitored by repeated observations of two flux standard stars since STIS was installed on HST in 1997. These two stars are the white dwarf GRW+70D5824 and the hot sub-dwarf AGK+81D266. The fundamental properties of these stars are listed in Table 1. Observations of these stars were taken with the the low-resolution gratings (the L gratings), the medium-resolution gratings (the M gratings) and the echelle gratings (the E gratings). As of this writing monitoring observations are being taken every four months for the L gratings, once a year for the Instrument Science Report STIS 2014-02 Page 2 Table 1. Basic parameters of the flux standard stars used in this study RA (J2000.0) Dec (J2000.0) Spectral Type V (mag) B −V (mag) GALEX NUV (AB mag) GALEX FUV (AB mag) EB−V (mag) Table 2. AGK+81D266 GRW+70D5824 09:21:19.0 +81:43:29 B2 sd0 11.94 −0.34 12.43 ··· 0.02 13:38:51.8 +70:17:08 DA2.4 12.77 −0.09 12.54 12.58 0.01 STIS CTE Correction Coefficients. Coefficient Value α β γ δ ζ η 0.0562 0.82 0.216 3 1.3 0.18 0.060 M gratings, and every three months for the echelles. No observations were taken between August 2004 and May 2009 as the failure of the Side-2 electronics rendered STIS inoperable during that period. The datasets used for each of the low-resolution, long-slit gratings (G140L, G230L, G230LB, G430L, and G750L) are listed in Appendix A. 2.2 Data Reduction The datasets listed in Appendix A were obtained from MAST and reprocessed using current calibration data on Mar 7, 2014 with calstis 3.4 to obtain spectra in units of net count rate. There were two additional processing steps for data obtained using the CCD detector. First, the net count rate of every pixel that was flagged as saturated by the processing pipeline was replaced with a value obtained using a linear interpolation scheme over nearby pixels. Next, the counts on the CCD detector were corrected for CTE effects using the point source correction described in Goudfrooij (ISR 2006-03). The CTE parameters for Goudfrooij’s (ISR 2006-03) Eq. (2) are listed in Table 2. There is an additional correction that needs to be applied to spectra that extend redder than approximately 8000 Å, i.e., the G750L and G750M gratings. The pointspread function (PSF) of the CCD has broad wings at these wavelengths. Furthermore, the width of the wings depends on wavelength. The fraction of the source flux in the Instrument Science Report STIS 2014-02 Page 3 Table 3. The temperature corrections for the STIS detectors as of May 8, 2013. Start and Stop indicate the date range when the temperature corrections are valid. For times outside these dates the temperature correction (τ ) is taken to be unity. Optical Elements T0 αT Start Stop G140L, G140M, E140M, E140H G230L, G230M, E230M, E230H G230LB, G230MB G430LB, G430MB G750L, G750M 36.0 None 19.0 19.0 19.0 0.0032 None 0.0032 0.0022 0.0006 1997.38 1997.38 2001.5 2001.5 2001.5 Present Present Present Present Present Detector FUV NUV CCD Table 4. The wavelength ranges used for the five STIS low-resolution gratings. Grating CENWAVE (Å) λmin (Å) λmax (Å) ∆λ (Å) G140L G230L G230LB G430L G750L 1425 2376 2375 4300 7751 1150 1600 1700 2900 5500 1700 3100 3000 5700 9900 50 100 100 200 400 PSF’s wings needs to be corrected for when determining the CTE correction. This additional correction was done using the method described in Goudfrooij (ISR 200603). The sensitivities of the MAMA and CCD detectors depend on temperature, so the observed count rates are corrected for the detector temperature at the time of each observation. The temperature correction, τ , is defined as τ ≡ 1 − αT (T − T0 ) (1) where T is charge amplifier temperature. The temperature is the value of the OM1CAT keyword in the header of the SCI extension of the calibrated data files for FUV-MAMA spectra and the value of the OM2CAT keyword in the SCI extension of the calibrated data files for NUV-MAMA spectra. For CCD spectra the CCD housing temperature (the value of the OCCDHTAV keyword in the SCI extension of the calibrated files) is used. The values used for the reference temperature, T0 , and the temperature sensitivity, αT , are listed in Table 3. The count rate is divided by the temperature correction to get the corrected count rate. Once the net count rate data for each spectrum has been corrected, the spectrum is binned in wavelength space to obtain the total count rate in each bin. The widths of the wavelength bins (∆λ), as well as the minimum and maximum wavelengths (λmin , λmax ) that we used for each grating and the central wavelength (CENWAVE) of each grating, are listed in Table 4. If there is no change in the sensitivity of a detector over Instrument Science Report STIS 2014-02 Page 4 time then the total count rate from a constant flux source should remain constant, to within Poisson errors. 3. Method The TDS correction at a given time, t, is defined to be the ratio of the total corrected count rate from the flux standard star, C(t), to the total corrected count rate from the same source at the STIS reference time, C(t0 ) ≡ C0 . We adopt a reference time of May 19, 1997 (t0 = 1997.38 = MJD 50587), which corresponds to the time of the first TDS calibration observation. This reference time was chosen because it is the reference time that is currently used in the STIS TDS reference files. The TDS correction is determined as follows. First, the piecewise-continuous segmented line model C0 + m1 t if t < t1 if ti ≥ t < ti+1 , i = 1 . . . N C(t) = C(ti ) + mi (t − ti ) C(tN ) + mN (t − tN ) if t ≥ tN (2) is fit to the total corrected count rate data to determine how the count rate changes with time. This model is described in Eq. 2 (see also § 3 of Holland, STIS TIR 201303). The free parameters in the model are the normalization, C0 , the slope of each line segment, mi , and the break times between the line segments, ti . The total corrected count rate at the i’th break time is given by C(ti ) = C(ti−1 ) + mi−1 × (ti − ti−1 ). The number of line segments is determined iteratively by fitting a model with N line segments (starting with N = 1), fitting a second model with N + 1 line segments, and then using an F test to determine if the additional line segment results in a statistically significant improvement in the model fit to the data. This procedure is described in detail in Holland (STIS TIR 2013-03). Allowing the breakpoint times to be free parameters in the fit makes the resulting TDS function objective in the sense that it does not rely on human input to determine when the rate of change in the sensitivity changes. It also allows the breakpoint times to adjust in a statistically rigorous way as new data are obtained. Next the fitted function is normalized by dividing by C0 to yield the TDS function, S(t) = C(t)/C0 . At the reference time S(t0 ) ≡ 1. This method is preferable to normalizing the count rate data by the count rate of the first observation of the flux standard star because normalizing by the first observation will incorporate any errors in the first observation into S(t), which will result in an unknown systematic error in the TDS. It also adds (in quadrature) the statistical errors in the data from the first observation to the sensitivity values determined at every other observation time, which results in the uncertainty in the initial observation affecting the weight of the data from every observation. Instrument Science Report STIS 2014-02 Page 5 4. Results 4.1 Overall Time-Dependent Sensitivity The TDS results for the five low-resolution gratings are shown in Figures 1–3 and the parameters of these fits are listed in Table 5. In all cases the data are qualitatively and quantitatively well fit by the model. The G140L data show weak evidence for a change in the rate of sensitivity loss in Nov 2011 while the G230LB data show weak evidence for a change in Jun 2012. However, for G140L the scatter in the sensitivity data is larger than the magnitude of the change in the slope, so more data are needed to determine if the possible break at 2011.83 is real or not. The apparent steepening seen in the G230LB data is driven by the most recent two sensitivity measurements. Additional data are needed to determine if this change in the trend is real. Therefore, we conclude that is no strong evidence that the sensitivity trends of the STIS low-resolution gratings have changed since STIS was reactivated in 2009. We also note that, aside from the two uncertain break points for G140L and G230LB, the current rates of change in sensitivities of all five L gratings appear to be continuations of trends that started before the STIS failure in 2004. If the scatter seen in the sensitivity data is due primarily to statistical errors then the reduced χ2 value (the χ2 /ν column in Table 5) will be approximately unity. In general this is not the case. The reduced χ2 values for the fits vary from approximately 0.2 to 2. This indicates that the observed scatter is not solely due to statistical uncertainty in the data, and that the covariance matrix of the fit cannot be used to provide a reliable estimate of the errors in the fitted parameters. The root mean square deviation (RMS) of the data around the fit, however, provides a reasonable estimate of the uncertainty in the relative sensitivity at a given time. RMS values for the fits to each L grating are listed in Table 5, and are typically 0.2% to 0.5%. We take these values to be reasonable estimates of the uncertainty in the sensitivity at a given time. Instrument Science Report STIS 2014-02 Page 6 G140L 1.02 1.00 Relative Sensitivity 0.98 0.96 0.94 0.92 0.90 0.88 1996 1998 2000 2002 2004 2006 Date (year) 2008 2010 2012 2014 Figure 1. The TDS function for the G140L grating. Vertical lines indicate the fitted break points. Table 5. Segment G140L 1 2 3 4 5 G230L 1 2 3 G230LB 1 2 3 4 G430L 1 G750L 1 Fits to the sensitivity data. Break Point (year) Slope (%/year) ··· 1998.96 2000.50 2003.04 2011.83 −0.98254 −2.07540 −1.31823 −0.17261 +0.16227 ··· 1998.93 2002.94 +1.36345 −1.69656 −0.23687 ··· 1998.96 2002.92 2012.47 +0.77478 −1.53779 −0.41043 −1.02773 ··· −0.25621 ··· −0.15486 RMS (%) 0.5390 ··· ··· ··· ··· ··· 0.2370 ··· ··· ··· 0.2200 ··· ··· ··· ··· 0.3900 ··· 0.2200 ··· Instrument Science Report STIS 2014-02 Page 7 χ2 /ν 127.9046 / 66 ··· ··· ··· ··· ··· 30.4257 / 74 ··· ··· ··· 7.6499 / 42 ··· ··· ··· ··· 21.6080 / 55 ··· 43.7933 / 46 ··· G230L 1.04 Relative Sensitivity 1.02 1.00 0.98 0.96 0.94 0.92 1996 1998 2000 2002 2004 2006 Date (year) 2008 2010 2012 2014 2008 2010 2012 2014 G230LB 1.02 1.00 Relative Sensitivity 0.98 0.96 0.94 0.92 0.90 0.88 1996 1998 2000 2002 2004 2006 Date (year) Figure 2. The TDS functions for the G230L (upper) and G230LB (lower) gratings. Vertical lines indicate the fitted break points. Instrument Science Report STIS 2014-02 Page 8 G430L 1.02 1.01 Relative Sensitivity 1.00 0.99 0.98 0.97 0.96 0.95 0.94 0.93 1996 1998 2000 2002 2004 2006 Date (year) 2008 2010 2012 2014 2008 2010 2012 2014 G750L 1.005 1.000 Relative Sensitivity 0.995 0.990 0.985 0.980 0.975 0.970 1996 1998 2000 2002 2004 2006 Date (year) Figure 3. The TDS functions for the G430L (upper) and G750L (lower) gratings. Instrument Science Report STIS 2014-02 Page 9 4.2 Dependence on Wavelength The STIS processing pipeline currently assumes that the sensitivity of each STIS grating varies with wavelength and applies a correction based on the sensitivity computed over small wavelength bins for each grating. The ∆λ column in Table 4 shows the widths of these wavelength bins. We investigate the dependence of the TDS on wavelength for each L grating by binning the count rate data using these wavelength bins. The sensitivity data in each wavelength bin were fit using the procedure described in § 3 except that the break points were fixed to those listed in Table 5. This was done because the current TDS corrections in OPUS have the same break points in each wavelength bin for a given grating. The variation of the TDS with wavelength for each of the L gratings is shown in Figures 4–6. The wavelength dependence is strongest for G140L, where the variation can be as much as 5% about the mean, and essentially non-existent for G430L and G750L. The change in sensitivity with wavelength suggests that it may be possible to improve the current sensitivity correction process by fitting a polynomial to the relative sensitivity as a function of wavelength and using this polynomial to compute a wavelength-dependent sensitivity correction for each pixel instead of using a single correction within a wavelength bin. A pixel-by-pixel correction would provide a finer resolution of the sensitivity correction than the current method of applying a single correction over a wavelength range of between 50 Å (G140L) and 400 Å (G750L). Figures 4–6 suggest that a pixelby-pixel polynomial approximation for the TDS could improve the accuracy of the flux calibration of these gratings by as much as 5%. Instrument Science Report STIS 2014-02 Page 10 G140L 1.10 1998.96 2000.50 2003.04 2011.83 Relative Sensitivity 1.05 1.00 0.95 0.90 0.85 0.80 1100 1200 1300 1400 1500 Wavelength (Å) 1600 G230L 1.10 1998.93 2002.94 1.05 Relative Sensitivity 1700 1.00 0.95 0.90 0.85 0.80 1600 1800 2000 2200 2400 2600 Wavelength (Å) 2800 3000 3200 Figure 4. The wavelength dependencies of the TDS for the G140L (upper panel) and G230L (lower panel) gratings. The TDS is evaluated at each of the fitted break points. The error bars indicate the RMS of the fit in each wavelength bin. The dashed line is a 4th order polynomial fit to the data. Instrument Science Report STIS 2014-02 Page 11 G230LB 1.10 1998.96 2002.93 2012.47 Relative Sensitivity 1.05 1.00 0.95 0.90 0.85 0.80 1600 1800 2000 2200 2400 Wavelength (Å) 2600 2800 G430L 1.10 3000 2004.46 Relative Sensitivity 1.05 1.00 0.95 0.90 0.85 0.80 2500 3000 3500 4000 4500 Wavelength (Å) 5000 5500 6000 Figure 5. The wavelength dependencies for the G230LB (upper panel) and G430L (lower panel) gratings. There is no break point for G430L, so the sensitivity is evaluated at 2004.46, just before the hiatus in STIS operations. This date was choosen because it is approximately halfway between the initial activation of STIS and the present. Instrument Science Report STIS 2014-02 Page 12 G750L 1.10 2004.46 Relative Sensitivity 1.05 1.00 0.95 0.90 0.85 0.80 5500 6000 6500 7000 7500 8000 8500 Wavelength (Å) 9000 9500 10000 Figure 6. The wavelength dependence for the G750L grating. There is no break point for G750L, so the sensitivity is evaluated at 2004.46. Table 6. RMS deviation between the sensitivity values derived in this work and those from previous work. The sensitivities are evaluated at 2012.0. Grating RMS G140L G230L G230LB G430L G750L 0.0047 0.0086 0.0057 0.0032 0.0073 4.3 Comparison to Previous Results As a sanity check we compare the results of our analysis with the current TDS calibration. The comparison was done using the predicted sensitivity values at 2012.0. This comparison is shown in Figures 7–9. The two calibrations agree with each other over the entire wavelength range of each grating. The RMS differences for each grating are listed in Table 6. We find no significant differences between our calibration of the TDS and what is currently used in the STIS reference files. This agreement between the TDS presented in this ISR and the previous TDS solution that had break points determined by hand indicates that the automated method of determining break points described here, and in Holland (STIS TIR 2013-03), is successful. Instrument Science Report STIS 2014-02 Page 13 G140L 1.00 This Work Previous Relative Sensitivity 0.95 0.90 0.85 0.80 1100 1200 1300 1400 1500 Wavelength (Å) 1600 G230L 1.00 1700 This Work Previous Relative Sensitivity 0.95 0.90 0.85 0.80 1600 1800 2000 2200 2400 2600 Wavelength (Å) 2800 3000 3200 Figure 7. A comparison of the TDS values for the G140L (upper panel) and G230L (lower panel) gratings computed in this ISR to previous values (used by the current TDS reference file). The sensitivity is evaluated at 2012.00. The error bars indicate the RMS of the fit. Instrument Science Report STIS 2014-02 Page 14 G230LB 1.00 This Work Previous Relative Sensitivity 0.95 0.90 0.85 0.80 1600 1800 2000 2200 2400 Wavelength (Å) 2600 G430L 1.00 2800 3000 This Work Previous Relative Sensitivity 0.95 0.90 0.85 0.80 2500 3000 3500 4000 4500 Wavelength (Å) 5000 5500 6000 Figure 8. A comparison of the TDS values for the G230LB (upper panel) and G430L (lower panel) gratings computed in this ISR to previous values (used by the current TDS reference file). The sensitivity is evaluated at 2012.00. The error bars indicate the RMS of the fit. Instrument Science Report STIS 2014-02 Page 15 G750L 1.00 This Work Previous Relative Sensitivity 0.95 0.90 0.85 0.80 5500 6000 6500 7000 7500 8000 8500 Wavelength (Å) 9000 9500 10000 Figure 9. A comparison of the TDS values for the G750L grating computed in this ISR to previous values (used by the current TDS reference file). The sensitivity is evaluated at 2012.00. The error bars indicate the RMS of the fit. 4.4 The Bayesian Information Criterion The method we use to fit a segmented line model to the sensitivity data uses the F test to determine the optimal number of break points. However, the F test is only valid if the test statistic follows the F distribution under the null hypothesis. In our case the test statistic is the reduced chi-square of the fit and the null hypothesis is that the data were drawn from the model with the fewer break points. However, for the reduced chi-square value to be a valid test statistic the observed scatter in the sensitivity values must be due only to statistical errors in the measurements and not contain any systematic errors or additional components that could affect the sensitivity measurements. This is not the case (see § 4.1). To test if systematic errors are biasing our results, and to investigate the possibility that the underlying statistical model does not represent the data well, we tried an alternate approach to identifying break points. We computed the Bayesian information criterion (BIC; Schwarz, 1978) for each model and used this to determine the best number of line segments for each L grating. The value of the BIC depends on the likelihood function of the model’s free parameters, the number of free parameters, and the number of data points. It is not a test statistic. Instead it is a numerical measure of the evidence that the data support a model. The BIC is used to compare two models and the model with the smaller value is assumed to give a better description of the data. We found that using the BIC instead of an F test returns identical results for Instrument Science Report STIS 2014-02 Page 16 G230LB 1.00 1.00 0.98 0.98 0.96 0.94 0.96 0.94 0.92 0.92 0.90 0.90 0.88 1996 1998 2000 2002 2004 2006 Date (year) G230LB 1.02 Relative Sensitivity Relative Sensitivity 1.02 2008 2010 2012 2014 0.88 1996 1998 2000 2002 2004 2006 Date (year) 2008 2010 2012 2014 Figure 10. The left panel shows the best-fitting segmented line model to the G230LB data as determined using an F test. The right panel shows the best-fitting model as determined using the BIC. The fits are identical until 2012.47, when the F test method finds a breakpoint but the BIC does not. See § 4.1 for a discussion of the reality of the 2012.47 breakpoint. G140L, G230L, G430L, and G750L while for G230LB the BIC values suggest that the break point at 2012.47 is not needed. A visual examination of the G230LB data and fits (Figure 10) suggests that the break point at 2012.47 may not be real. Additional data will be needed to determine if the decline in the sensitivity has changed slope at this point. Given that the BIC and F test methods return the same TDS model for four L gratings, and a very similar model for the fifth, we find no reason to prefer either technique at this time. Instrument Science Report STIS 2014-02 Page 17 5. Comparison to Other STIS Gratings 5.1 The Medium-Resolution Gratings The STIS TDS reference files used by OPUS, the ETC, and pysynphot currently assume that the time-dependent behavior of the sensitivities of the M gratings behave in the same way as those of the corresponding L gratings. We tested this assumption by comparing the relative sensitivities for each M grating to the values obtained from the corresponding L gratings. The comparison was made to the wavelength bin that most closely matched the wavelength range of the M grating. The results are show in Figures 11–14. The observed TDS of the G140M grating approximately follows that of the G140L grating at both the 1173 Å and 1567 Å settings. The G140M/1173 sensitivity is about 1% lower than the G140L sensitivity after SMOV-4 and approximately 1% higher after. The G230M TDS approximately follows the G230L TDS, but with a deviation of up to 1% before 2004. The sensitivities of the G230MB/1995 and G230M/2416 gratings closely follow that of G230LB. The sharp downturn in the G230LB sensitivity at 1995 Å after 2012.47 may be an artifact introduced by the two most recent observations. See § 4.1 for details. The G750M/7283 TDS closely follows that of the G750L grating. The TDS data for G430M (at both 3165 and 4149 Å), however, do not agree with the G430L TDS fit. G430M exhibits a change in the rate of change of the TDS at about 2000.0 which is not present in the G430L model. However, an examination of the TDS data and model for G430L (see Figure 3) suggests that there may be a breakpoint near 2000.0 that our automated breakpoint detection algorithm missed due to the large uncertainties in the G430L data and the low sensitivity values of the first three observations (datasets 045a01020, 045a03020, and 045a04020). If these initial three observations are discarded then the G430L and G430M TDS trends are in closer agreement. The details of the G430L and G430M TDS fits need to be investigated further. Instrument Science Report STIS 2014-02 Page 18 G140M/1173 1.00 0.98 Relative Sensitivity 0.96 0.94 0.92 0.90 0.88 0.86 0.84 0.82 1995 2000 2005 Year 2010 2015 2010 2015 G140M/1567 1.00 Relative Sensitivity 0.95 0.90 0.85 0.80 1995 2000 2005 Year Figure 11. A comparison of the TDS values between the G140L and G140M/1137 gratings (upper panel). The upturn in the G140L TDS at 2011.83 is likely to be an artifact of the large scatter in the recent G140L data at at 1567 Å and not a true change in the TDS trend. The lower panel shows a comparison of the TDS values between the G140L and G140M/1567 gratings. Instrument Science Report STIS 2014-02 Page 19 G230MB/1995 1.05 Relative Sensitivity 1.00 0.95 0.90 0.85 1995 2000 2005 Year 2010 2015 2010 2015 G230MB/2416 1.02 Relative Sensitivity 1.00 0.98 0.96 0.94 0.92 0.90 1995 2000 2005 Year Figure 12. A comparison of the TDS values between the G230LB and G230MB/1995 gratings (upper panel) and between the G230LB and G230MB/2416 gratings (lower panel). Instrument Science Report STIS 2014-02 Page 20 G430M/3165 1.00 0.99 Relative Sensitivity 0.98 0.97 0.96 0.95 0.94 0.93 0.92 1995 2000 2005 Year 2010 2015 2010 2015 G430M/4149 1.00 Relative Sensitivity 0.99 0.98 0.97 0.96 0.95 0.94 1995 2000 2005 Year Figure 13. A comparison of the TDS values between the G430L and G430M/3165 gratings (upper panel) and between the G430L and G430M/4149 gratings (lower panel). Instrument Science Report STIS 2014-02 Page 21 G230M/2818 1.03 1.02 Relative Sensitivity 1.01 1.00 0.99 0.98 0.97 0.96 0.95 0.94 1995 2000 2005 Year 2010 2015 2010 2015 G750M/7283 1.010 1.005 Relative Sensitivity 1.000 0.995 0.990 0.985 0.980 0.975 0.970 1995 2000 2005 Year Figure 14. A comparison of the TDS values between the G230L and G230M/2818 gratings (upper panel) and between the G750L and G750M/7283 gratings (lower panel). Instrument Science Report STIS 2014-02 Page 22 5.2 The Echelle Gratings As with the medium-resolution gratings the STIS TDS reference files currently assume that the sensitivities of the echelle gratings behave in the same way as the sensitivities of the corresponding L gratings. Again, if this is not correct the calibrated flux values for STIS echelle spectra will be incorrect. In § 5.1 we showed that this assumption is true for most of the M gratings. Here we test this assumption for the echelles. As above the comparison was made to the wavelength bin that most closely matched the wavelength range of the echelle grating. The results are show in Figures 15–17. The observed TDS of E140H agrees with the G140L TDS with a scatter of ≈0.5%. The observed TDS of E140M also agrees with that of G140L with a scatter is typically ≈0.5%. However, there are several E140M observations between 2000 and 2005 that exhibit sensitivities ≈3% lower than the G140L TDS model predicts. The data from these observations need to be examined to determine the cause of this systematic offset. The TDS for E230M/1978 and E230M/2707 are consistent with the G230L TDS, although there is scatter of up to ≈5% for E230M/1978. There are no data for E230M before 2004. The E230H data agree with the G230L TDS model between approximately 1999 and 2004. Before that the E230H sensitivity is significantly higher than the G140L TDS model predictions. After 2010 the E230H sensitivity is systematically ≈2% below the G140L values. The TDS of the echelle gratings are in broad agreement with the G140L and G230L TDS results, but some of the echelles exhibit systematic differences of up to ≈5%, and the magnitude and sign of these differences change with time. Therefore we conclude that the flux calibration of the echelle gratings contains an uncertainty of up to approximately 5% due to the use of the L grating TDS. Instrument Science Report STIS 2014-02 Page 23 E140H 1.05 Relative Sensitivity 1.00 0.95 0.90 0.85 0.80 0.75 1995 2000 2005 Year 2010 2015 2010 2015 E140M 1.02 1.00 Relative Sensitivity 0.98 0.96 0.94 0.92 0.90 0.88 1995 2000 2005 Year Figure 15. A comparison of the TDS values between the E140H and G140L gratings (upper panel) and between the E140M and G140L gratings (lower panel). Instrument Science Report STIS 2014-02 Page 24 E230M/1978 Relative Sensitivity 1.05 1.00 0.95 0.90 1995 2000 2005 Year 2010 2015 2010 2015 E230M/2707 1.02 Relative Sensitivity 1.00 0.98 0.96 0.94 0.92 1995 2000 2005 Year Figure 16. A comparison of the TDS values between the G230L and E230M/1978 gratings (upper panel) and between the G230L and E230M/2707 gratings (lower panel). Instrument Science Report STIS 2014-02 Page 25 E230H Relative Sensitivity 1.05 1.00 0.95 0.90 1995 2000 2005 Year 2010 2015 Figure 17. A comparison of the TDS values between the G230L and E230H gratings. 6. Conclusions The behavior of the TDS of the five STIS long-slit, low-resolution gratings is well understood. Since SMOV-4 the sensitivities have dropped slowly, at rates of ≈ 0.2–0.4% per year. There has, however, been an increase in the scatter in the sensitivity since SMOV-4 that is not well understood. This is particularly noticeable in the G140L grating. The TDS depends on wavelength. This is most noticeable for the MAMAs, but is also seen on the CCD at wavelengths redder than about 8000 Å. G140L shows the largest wavelength dependence with sensitivities varying by as much as 5%. We conclude that the TDS calibration that is currently in the STIS reference files is accurate to better than ≈ 0.5% for the L gratings. The use of the L gratings as proxies for the M and echelle gratings is valid except possibly for G430M, which needs to be investigated further. Instrument Science Report STIS 2014-02 Page 26 7. Recommendations The following investigations may reduce the scatter, and improve the characterization of the TDS of each STIS grating. 1. The apparent discrepancy between the G430L TDS and the G430M sensitivity data needs to be investigated and resolved. 2. The entire sensitivity data set (see Appendix A) should be examined and checked against observation log files to search for observations that experienced unusual conditions such as abnormally large jitter, loss of fine guidance sensor lock, unusual detector temperatures, and other oddities. This may reduce the scatter seen in some of the TDS data, and may resolve the problem with some of the systematic offsets between the M and E grating sensitivity data and the corresponding L grating TDS model 3. It may be possible to improve the temperature corrections that are applied to the count rates. At present no temperature correction is applied to data taken before 2001.5 and a single temperature correction (for each grating) is applied to all data taken since then. The time dependence of the temperature corrections since 2001.5 needs to be investigated. In particular, are the temperature corrections after SMOV-4 the same as those before SMOV-4? A change in the post-SMOV-4 temperature correction may eliminate some of the increase in scatter seen in the G140L sensitivities since SMOV-4. 4. The analysis presented here uses the point-source CTE correction method described in Goudfrooij (ISR 2006-03). However, a pixel-based method for performing CTE corrections is under development. Preliminary results suggest that it results in an improvement over the point-source method. The pixel-based method should be investigated for use in the TDS analysis when it is available. 5. The CCD detector suffers from fringing at wavelengths redder than ≈8000 Å. We have not applied fringe flats to the G750L and G750M data, although the appropriate flat-field data does exist. These flats should be applied and the TDS analysis repeated to determine if this offers a significant reduction in the scatter. 6. The use of a polynomial function to determine the relative sensitivity as a function of wavelength should be investigated. This has the potential to improve the flux calibration by up to 5% for some gratings. Acknowledgments The authors would like to thank Ralph Bohlin and Phil Hodge for useful discussions regarding STIS, the TDS calibration, and the STIS processing pipeline. Instrument Science Report STIS 2014-02 Page 27 Change History for STIS ISR 2014-02 Version 1.0 December 2014 - Original Document References Bohlin, R. C., 1999, STIS Instrument Science Report 1999-07, (Baltimore:STScI) Bohlin, R., 2003, STIS Instrument Science Report 2003-03, (Baltimore:STScI) Stys, D. J., & Walborn, N. R., 2001, STIS Instrument Science Report 2001-01, (Baltimore:STScI) Goudfrooij, P., 2006, STIS Instrument Science Report 2006-03, (Baltimore:STScI) Holland, S. T., 2013, STIS Technical Instrument Report 2013-03, (Baltimore:STScI) Schwarz, G. E. 1978, Annals of Statistics 6 (2), 461 Smith, E., Stys, D., Walborn, N., & Bohlin, R., 2000, STIS Instrument Science Report 2000-03, (Baltimore:STScI) Stys, D. J., & Walborn, N. R., 2001, STIS Instrument Science Report 2001-01, (Baltimore:STScI) Stys, D. J., Bohlin, R. C., & Goudfrooij, P., 2004, STIS Instrument Science Report 2004-04, (Baltimore:STScI) Walborn, N. R., & Bohlin, R. C., 1998, STIS Instrument Science Report 1998-27, (Baltimore:STScI) Appendix A: Observations Information about the HST/STIS long-slit, low-resolution grating datasets that were used in this study is listed in Table 7 below. Instrument Science Report STIS 2014-02 Page 28 Table 7. Grating G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L STIS TDS monitoring observations used in this study. Central λ (Å) Date Time (UT) Exposure (s) 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1997-06-21 1997-06-29 1997-07-05 1997-08-12 1997-09-16 1997-10-06 1997-11-17 1997-12-19 1998-01-09 1998-02-12 1998-04-12 1998-05-07 1998-07-04 1998-08-05 1998-09-23 1998-10-14 1998-11-04 1998-12-14 1999-01-03 1999-02-11 1999-03-08 1999-04-11 1999-05-12 1999-06-03 1999-07-03 1999-08-03 1999-09-18 1999-11-09 2000-01-19 2000-02-07 2000-03-10 2000-04-12 2000-05-12 2000-06-06 2000-07-03 2000-08-23 1999-10-01 2000-09-17 2000-10-01 2000-11-09 2000-12-06 2001-01-09 2001-02-07 2001-03-19 2001-04-04 2001-05-05 2001-08-12 2001-09-10 2001-10-07 2001-11-10 2002-01-10 2002-02-16 2002-03-01 2002-04-16 2002-05-18 2002-06-05 11:08:56 06:08:42 06:40:03 09:18:10 21:11:23 13:36:39 17:23:40 23:54:46 15:03:40 14:55:32 17:57:12 02:51:18 18:54:31 07:38:58 08:02:51 22:40:39 06:35:51 14:51:39 08:36:14 12:54:13 16:55:03 05:52:14 18:15:58 02:08:16 08:44:21 00:32:16 00:30:05 14:04:08 08:37:36 02:02:33 02:20:13 12:46:34 19:14:33 10:07:45 02:01:13 16:25:50 18:14:28 04:00:07 07:00:41 05:53:34 12:34:48 04:11:31 13:57:54 14:41:12 06:25:43 08:56:02 18:11:30 03:03:37 05:51:03 13:26:37 14:35:17 17:05:11 14:07:39 10:15:17 21:10:00 13:58:47 240.00 240.00 240.00 180.00 180.00 180.00 180.00 180.00 216.00 189.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 201.00 204.00 201.00 201.00 201.00 201.00 201.00 201.00 201.00 201.00 201.00 204.00 204.00 201.00 204.00 201.00 201.00 201.00 201.00 201.00 201.00 201.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 Target GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 Instrument Science Report STIS 2014-02 Page 29 Proposal ID 7064 7064 7064 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 8424 8424 8424 8424 8424 8424 8424 8424 8424 8424 8424 8424 8424 8857 8857 8857 8857 8857 8857 8857 8857 8857 8857 8919 8919 8919 8919 8919 8919 8919 8919 8919 Dataset o3yx14040 o3yx15040 o3yx16040 o45901010 o45910010 o45911010 o45912010 o45913010 o45914010 o45915010 o45917010 o45940010 o45942010 o45943010 o45944010 o45945010 o45946010 o45947010 o45948010 o45949010 o45950010 o45951010 o45952010 o45953010 o5jj01010 o5jj02010 o5jj03010 o5jj05010 o5jj07010 o5jj08010 o5jj09010 o5jj10010 o5jj11010 o5jj12010 o5jj13010 o5jj14010 o5jj99010 o69s01010 o69s02010 o69s03010 o69s04010 o69s05010 o69s06010 o69s07010 o69s08010 o69s09010 o69s12010 o6i801010 o6i802010 o6i803010 o6i805010 o6i806010 o6i807010 o6i808010 o6i809010 o6i810010 Table 7. (cont’d) Central λ (Å) Date Time (UT) Exposure (s) G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L G140L 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 1425 2002-08-03 2002-10-17 2003-01-05 2003-05-06 2003-06-28 2003-09-19 2003-12-01 2004-02-18 2004-06-08 2009-11-27 2010-03-09 2010-06-23 2009-09-28 2010-11-20 2011-03-14 2011-07-09 2011-10-31 2012-07-02 2012-11-03 2013-03-13 2013-07-02 09:57:35 12:44:47 02:37:33 13:27:54 12:52:07 11:02:38 22:17:22 13:22:45 00:09:13 12:31:39 12:33:09 06:59:34 12:39:40 20:07:31 11:11:32 04:48:23 18:46:37 16:22:58 03:41:54 04:53:17 01:23:56 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 331.00 331.00 331.00 331.00 331.00 331.00 331.00 331.00 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 8919 9628 9628 9628 9628 9628 10033 10033 10033 11860 11860 11860 11860 12414 12414 12414 12775 12775 13145 13145 13145 o6i812010 o8ia01010 o8ia02010 o8ia04010 o8ia05010 o8ia06010 o8v501010 o8v502010 o8v503010 ob8703010 ob8704010 ob8705010 ob87n2010 obn6l1010 obn6l2010 obn6l3010 obw3l1010 obw3l3010 oc4kl1010 oc4kl2010 oc4kl3010 G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 1997-05-29 1997-06-06 1997-06-13 1997-07-05 1997-08-12 1997-09-16 1997-10-06 1997-11-17 1997-12-20 1998-01-09 1998-02-12 1998-04-12 1998-05-07 1998-07-04 1998-08-05 1998-09-23 1998-10-14 1998-11-04 1998-12-14 1999-01-03 1999-02-11 1999-03-08 1999-04-11 1999-05-12 1999-06-03 1999-07-03 1999-08-03 1999-09-18 1999-11-09 2000-01-19 2000-02-07 2000-03-10 2000-04-12 2000-05-12 22:52:54 00:10:39 21:11:18 06:53:00 10:14:48 21:21:49 13:47:05 17:34:06 00:05:12 15:14:20 15:05:45 18:07:40 03:01:46 19:04:50 07:49:17 08:13:10 22:50:58 06:46:10 15:01:58 08:46:33 13:04:32 17:05:22 06:02:33 18:26:17 02:18:35 08:54:37 00:42:35 00:40:21 14:14:24 08:47:52 02:12:49 02:30:29 12:56:50 19:24:49 636.00 636.00 636.00 636.00 184.00 184.00 184.00 184.00 184.00 216.00 216.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 7064 7064 7064 7064 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 7673 8424 8424 8424 8424 8424 8424 8424 8424 8424 o3yx11030 o3yx12030 o3yx13030 o3yx16030 o45901020 o45910020 o45911020 o45912020 o45913020 o45914020 o45915020 o45917020 o45940020 o45942020 o45943020 o45944020 o45945020 o45946020 o45947020 o45948020 o45949020 o45950020 o45951020 o45952020 o45953020 o5jj01020 o5jj02020 o5jj03020 o5jj05020 o5jj07020 o5jj08020 o5jj09020 o5jj10020 o5jj11020 Grating Target Instrument Science Report STIS 2014-02 Page 30 Proposal ID Dataset Table 7. (cont’d) Central λ (Å) Date Time (UT) Exposure (s) G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L G230L 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2376 2000-06-06 2000-07-03 2000-08-23 1999-10-01 2000-09-17 2000-10-01 2000-11-09 2000-12-06 2001-01-09 2001-02-07 2001-03-19 2001-04-04 2001-05-05 2001-08-12 2001-09-10 2001-10-07 2001-11-10 2001-12-01 2002-01-10 2002-02-16 2002-03-01 2002-04-16 2002-05-18 2002-06-05 2002-08-03 2002-10-17 2003-01-05 2003-05-06 2003-06-28 2003-09-19 2003-12-01 2004-02-18 2004-06-08 2009-11-27 2010-03-09 2010-06-23 2009-09-28 2010-11-20 2011-03-14 2011-07-09 2011-10-31 2012-03-14 2012-07-02 2012-11-03 2013-03-13 2013-07-02 10:18:01 02:11:29 16:36:09 18:24:47 04:10:23 07:11:00 06:03:50 12:45:04 04:21:47 14:08:10 14:51:28 06:35:59 09:06:18 18:21:49 03:13:56 06:01:22 13:36:56 11:06:11 14:45:36 17:15:30 14:17:58 10:25:36 21:20:19 14:09:06 10:07:54 12:55:06 02:47:52 13:38:13 13:02:26 11:12:57 22:27:41 13:33:04 00:19:32 12:41:58 12:43:27 07:09:53 12:49:59 20:19:57 11:23:58 05:00:49 18:59:03 01:54:32 16:35:24 03:54:18 05:05:41 01:36:20 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 204.00 368.00 368.00 368.00 368.00 368.00 368.00 368.00 368.00 368.00 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 GRW+70D5824 G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB 2375 2375 2375 2375 2375 2375 2375 2375 2375 1997-08-03 1997-10-01 1997-12-01 1998-02-04 1998-04-01 1998-05-31 1998-07-31 1998-10-12 1998-12-06 00:31:03 05:49:13 01:43:39 07:59:36 11:00:23 16:13:52 21:27:24 12:29:56 22:46:56 144.00 144.00 144.00 144.00 144.00 172.80 172.80 172.80 172.80 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 Grating Target Instrument Science Report STIS 2014-02 Page 31 Proposal ID Dataset 8424 8424 8424 8424 8857 8857 8857 8857 8857 8857 8857 8857 8857 8857 8919 8919 8919 8919 8919 8919 8919 8919 8919 8919 8919 9628 9628 9628 9628 9628 10033 10033 10033 11860 11860 11860 11860 12414 12414 12414 12775 12775 12775 13145 13145 13145 o5jj12020 o5jj13020 o5jj14020 o5jj99020 o69s01020 o69s02020 o69s03020 o69s04020 o69s05020 o69s06020 o69s07020 o69s08020 o69s09020 o69s12020 o6i801020 o6i802020 o6i803020 o6i804020 o6i805020 o6i806020 o6i807020 o6i808020 o6i809020 o6i810020 o6i812020 o8ia01020 o8ia02020 o8ia04020 o8ia05020 o8ia06020 o8v501020 o8v502020 o8v503020 ob8703020 ob8704020 ob8705020 ob87n2020 obn6l1020 obn6l2020 obn6l3020 obw3l1020 obw3l2020 obw3l3020 oc4kl1020 oc4kl2020 oc4kl3020 7672 7672 7672 7672 7672 7672 7672 7672 7672 o45a01010 o45a03010 o45a04010 o45a05010 o45a06010 o45a12010 o45a13010 o45a14010 o45a15010 Table 7. (cont’d) Grating Central λ (Å) Date Time (UT) Exposure (s) G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB G230LB 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 2375 1999-02-07 1999-04-03 1999-06-03 1999-08-01 1999-10-03 2000-01-11 2000-02-01 2000-04-02 2000-06-04 2000-08-01 2000-10-24 2001-01-29 2001-04-01 2001-08-06 2001-10-04 2002-01-01 2002-04-03 2002-06-25 2002-10-06 2003-01-16 2003-03-24 2003-06-24 2003-09-08 2003-11-01 2003-12-21 2004-03-14 2004-05-07 2004-06-15 2004-06-15 2004-08-03 2009-07-01 2009-11-16 2010-04-12 2011-07-04 2011-04-25 2011-11-14 2012-03-14 2012-06-25 2012-11-14 2013-03-14 2013-06-20 00:36:26 15:30:30 13:29:36 01:16:42 02:14:59 22:04:19 15:14:27 04:51:29 17:59:18 15:58:46 21:39:18 01:42:16 00:58:06 07:47:55 18:10:10 20:26:28 23:01:36 17:55:42 12:09:19 06:57:42 01:34:33 20:45:51 12:38:18 03:27:09 02:13:42 14:06:21 02:38:14 12:30:59 14:06:52 12:11:39 20:12:49 22:23:27 08:44:31 14:36:42 06:47:52 01:47:05 03:14:30 02:13:14 02:15:02 12:36:54 13:44:51 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.00 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 7672 7672 7672 8418 8418 8418 8418 8418 8418 8418 8856 8856 8856 8856 8914 8914 8914 8914 9627 9627 9627 9627 10030 10030 10030 10030 10030 10030 10030 10030 11401 11855 11855 12411 12411 12772 12772 12772 13141 13141 13141 o45a16010 o45a17010 o45a18010 o5ig01010 o5ig02010 o5ig03010 o5ig04010 o5ig05010 o5ig06010 o5ig07010 o69l01020 o69l02020 o69l03020 o69l04020 o6i901020 o6i902020 o6i903020 o6i904020 o8jj01020 o8jj02020 o8jj03020 o8jj04020 o8u201020 o8u202020 o8u203020 o8u204020 o8u205020 o8u206020 o8u207020 o8u208020 oa9j01050 obau03020 obau05020 obmzl3020 obmzl4020 obvnl1020 obvnl2020 obvnl3020 oc4il1020 oc4il2020 oc4il3020 G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 1997-08-03 1997-10-01 1997-12-01 1998-02-04 1998-04-01 1998-05-31 1998-07-31 1998-10-12 1998-12-06 1999-02-07 1999-04-03 1999-06-03 1999-08-01 1999-10-03 00:39:42 05:57:52 01:52:18 08:08:15 11:09:02 16:23:01 21:36:33 12:39:05 22:56:11 00:45:41 15:39:45 13:38:51 01:25:57 02:24:14 144.00 144.00 144.00 144.00 144.00 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 7672 7672 7672 7672 7672 7672 7672 7672 7672 7672 7672 7672 8418 8418 o45a01020 o45a03020 o45a04020 o45a05020 o45a06020 o45a12020 o45a13020 o45a14020 o45a15020 o45a16020 o45a17020 o45a18020 o5ig01020 o5ig02020 Target Instrument Science Report STIS 2014-02 Page 32 Proposal ID Dataset Table 7. (cont’d) Central λ (Å) Date Time (UT) Exposure (s) G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L G430L 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 4300 2000-01-11 2000-02-01 2000-04-02 2000-06-04 2000-08-01 2000-10-24 2001-01-29 2001-04-01 2001-08-06 2001-10-04 2002-01-01 2002-04-03 2002-06-25 2002-10-06 2003-01-16 2003-03-24 2003-06-24 2003-09-08 2003-11-01 2003-12-21 2004-03-14 2004-05-07 2004-06-15 2004-06-15 2004-08-03 2009-07-01 2009-08-10 2009-09-28 2009-11-16 2010-01-12 2010-04-12 2010-07-05 2010-11-22 2011-07-04 2011-04-25 2011-11-14 2012-03-14 2012-06-25 2011-11-09 2011-11-09 2011-11-09 2011-11-09 2011-11-09 2011-11-09 2012-11-14 2013-01-18 2013-01-18 2013-01-18 2013-01-18 2013-01-18 2013-01-18 2013-03-14 2013-06-20 22:13:34 15:23:42 05:00:44 18:08:33 16:08:01 21:48:33 01:51:31 01:07:21 07:57:10 18:19:25 20:35:43 23:10:51 18:04:57 12:18:34 07:06:57 01:43:48 20:55:06 12:47:33 03:36:24 02:22:57 14:15:36 02:47:29 12:40:14 14:16:07 12:20:54 21:16:20 06:01:18 23:46:58 22:32:42 12:35:05 08:53:45 11:28:44 17:02:09 14:45:57 06:57:07 01:56:20 03:23:45 02:22:29 02:19:10 02:22:05 02:27:08 02:30:03 02:32:54 02:40:44 02:24:17 16:24:10 16:27:05 16:32:06 16:35:01 16:37:52 16:45:40 12:46:09 13:54:06 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.00 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 172.80 50.00 50.00 50.00 50.00 50.00 50.00 172.80 50.00 50.00 50.00 50.00 50.00 50.00 172.80 172.80 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 8418 8418 8418 8418 8418 8856 8856 8856 8856 8914 8914 8914 8914 9627 9627 9627 9627 10030 10030 10030 10030 10030 10030 10030 10030 11401 11855 11855 11855 11855 11855 11855 12411 12411 12411 12772 12772 12772 12772 12772 12772 12772 12772 12772 13141 13141 13141 13141 13141 13141 13141 13141 13141 o5ig03020 o5ig04020 o5ig05020 o5ig06020 o5ig07020 o69l01030 o69l02030 o69l03030 o69l04030 o6i901030 o6i902030 o6i903030 o6i904030 o8jj01030 o8jj02030 o8jj03030 o8jj04030 o8u201030 o8u202030 o8u203030 o8u204030 o8u205030 o8u206030 o8u207030 o8u208030 oa9j01080 obau01030 obau02030 obau03030 obau04030 obau05030 obau06030 obmzl1030 obmzl3030 obmzl4030 obvnl1030 obvnl2030 obvnl3030 obvnm1090 obvnm10a0 obvnm10b0 obvnm10c0 obvnm10d0 obvnm10f0 oc4il1030 oc4im1090 oc4im10a0 oc4im10b0 oc4im10c0 oc4im10d0 oc4im10f0 oc4il2030 oc4il3030 G750L G750L 7751 7751 1998-02-04 1998-04-01 08:16:54 11:17:41 360.00 360.00 AGK+81D266 AGK+81D266 7672 7672 o45a05030 o45a06030 Grating Target Instrument Science Report STIS 2014-02 Page 33 Proposal ID Dataset Table 7. (cont’d) Grating G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L G750L Central λ (Å) Date Time (UT) Exposure (s) 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 7751 1998-05-31 1998-07-31 1998-10-12 1998-12-06 1999-02-07 1999-04-03 1999-06-03 1999-08-01 1999-10-03 2000-01-11 2000-02-01 2000-04-02 2000-06-04 2000-08-01 2000-10-24 2001-01-29 2001-04-01 2001-08-06 2001-10-04 2002-01-01 2002-04-03 2002-06-25 2002-10-06 2003-01-16 2003-03-24 2003-06-24 2003-09-08 2003-11-01 2003-12-21 2004-03-14 2004-05-07 2004-06-15 2004-06-15 2004-08-03 2009-07-01 2010-01-12 2010-07-05 2010-11-22 2011-07-04 2011-04-25 2011-11-14 2012-03-14 2012-06-25 2012-11-14 2013-03-14 2013-06-20 16:32:10 21:45:42 12:48:14 23:05:26 00:54:56 15:49:00 13:48:06 01:35:12 02:33:29 22:22:49 15:32:57 05:09:59 18:17:48 16:17:16 21:57:48 02:00:46 01:16:36 08:06:25 18:28:40 20:44:58 23:32:50 18:26:56 12:40:33 07:28:56 02:50:00 21:17:05 13:09:32 03:58:23 02:44:56 14:37:35 03:09:28 13:02:13 14:38:06 12:42:53 21:25:33 12:57:04 11:50:43 17:24:08 15:07:56 07:19:06 02:18:19 03:45:44 02:44:28 02:46:16 13:08:08 14:16:05 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 430.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 432.00 Target AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 AGK+81D266 Instrument Science Report STIS 2014-02 Page 34 Proposal ID 7672 7672 7672 7672 7672 7672 7672 8418 8418 8418 8418 8418 8418 8418 8856 8856 8856 8856 8914 8914 8914 8914 9627 9627 9627 9627 10030 10030 10030 10030 10030 10030 10030 10030 11401 11855 11855 12411 12411 12411 12772 12772 12772 13141 13141 13141 Dataset o45a12030 o45a13030 o45a14030 o45a15030 o45a16030 o45a17030 o45a18030 o5ig01030 o5ig02030 o5ig03030 o5ig04030 o5ig05030 o5ig06030 o5ig07030 o69l01040 o69l02040 o69l03040 o69l04040 o6i901040 o6i902040 o6i903060 o6i904060 o8jj01060 o8jj02060 o8jj03060 o8jj04060 o8u201060 o8u202060 o8u203060 o8u204060 o8u205060 o8u206060 o8u207060 o8u208060 oa9j01090 obau04060 obau06060 obmzl1060 obmzl3060 obmzl4060 obvnl1060 obvnl2060 obvnl3060 oc4il1060 oc4il2060 oc4il3060