Diffuse Source Absolute Sensitivity and Point Source Relative Sensitivity as a Function of Extraction Slit Height for STIS First-Order Modes

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Instrument Science Report STIS 98-01 Diffuse Source Absolute Sensitivity and Point Source Relative Sensitivity as a Function of Extraction Slit Height for STIS First-Order Modes Ralph Bohlin, Space Telescope Science Institute 1998 February ABSTRACT Sensitivities for point sources relative to the standard 11 or 7 pixel height are presented for a selection of other extraction heights. Typical uncertainties in these relative throughputs are less than 1 2%. The diffuse source, specific intensity calibration is defined in terms of the infinite extraction height for point sources. 1. Introduction The absolute flux calibration for point source spectra in the low dispersion modes (Bohlin, Collins, & Gonnella 1998) is for an extraction height of 11 px for the MAMA modes and 7 px for the CCD spectra (Leitherer & Bohlin 1997) and is used in computing the flux values in the *.SX1 STIS calibrated data files. The extraction height is included in the data header. Extractions of different heights are required for considerations of signalto-noise (S/N), purity in spectral lines, and diffuse source sensitivity calibration in the *.SX2 files. Therefore, the response, H(h), for nine different extraction heights, h, are computed relative to the standard size of 11 or 7 px. Eight of these heights are 3, 5, 7, 9, 11, 15, 21, and 600 px, while the ninth height depends on the mode per Table 1. These data files can be found in the STScI Calibration Data Base with the names *pct.fits and are documented in ICD-47. See the Data Handbook for a detailed description of pipeline output products. 1

Table 1. Ninth Extraction Height in Pixels Mode G140L G230L G230LB G430L G750L Height 140 110 80 64 200 2. Observations, Analysis, and Results Low dispersion Leitherer & Bohlin (1997) show the STIS PSF perpendicular to the dispersion. Because of the STIS plate scale with a high magnification, the wings of the PSF extend over hundreds of pixels. Each STIS entrance aperture truncates the PSF from the OTA differently, so that the distribution of light perpendicular to the dispersion, H, is different for each entrance slit. On the other hand, one high S/N spectrum suffices to define H(h), the relative throughput as a function of extraction height, h. The set of observations currently available and adequate for defining H for a particular mode and slit are in Table 2. Table 2. Observations ROOTNAME MODE CEN- WAVE APER TARGET DATE PROP- ID (sec) EXP- TIME O3YX14HSM G140L 1425 52X2 GRW+70D5824 21/06/97 7064 240.0 O3YX15QEM G140L 1425 52X2 GRW+70D5824 29/06/97 7064 240.0 O3YX16KLM G140L 1425 52X2 GRW+70D5824 05/07/97 7064 240.0 O45901010 G140L 1425 52X2 GRW+70D5824 12/08/97 7673 180.0 O45910010 G140L 1425 52X2 GRW+70D5824 16/09/97 7673 180.0 O45911010 G140L 1425 52X2 GRW+70D5824 06/10/97 7673 180.0 O45912010 G140L 1425 52X2 GRW+70D5824 17/11/97 7673 180.0 O43J01QAM G140L 1425 52X2 GD153 09/07/97 7097 60.0 O3ZX08HHM G140L 1425 52X2 GD153 13/07/97 7096 187.1 O48X01070 G140L 1425 52X2 GRW+70D5824 31/10/97 7721 60.0 O4DD06020 G140L 1425 25MAMA GD71 30/11/97 7657 120.0 O48X01010 G140L 1425 0.2X0.06 GRW+70D5824 31/10/97 7721 300.0 O48X01020 G140L 1425 0.2X0.09 GRW+70D5824 31/10/97 7721 200.0 O48X01030 G140L 1425 52X0.05 GRW+70D5824 31/10/97 7721 250.0 O48X01040 G140L 1425 52X0.1 GRW+70D5824 31/10/97 7721 150.0 O48X01050 G140L 1425 52X0.2 GRW+70D5824 31/10/97 7721 100.0 O48X01060 G140L 1425 52X0.5 GRW+70D5824 31/10/97 7721 100.0 2

Table 2. Observations (Continued) ROOTNAME MODE CEN- WAVE APER TARGET DATE PROP- ID (sec) EXP- TIME O3YX11P2M G230L 2376 52X2 GRW+70D5824 29/05/97 7064 636.0 O3YX12UTM G230L 2376 52X2 GRW+70D5824 06/06/97 7064 636.0 O3YX13TQM G230L 2376 52X2 GRW+70D5824 13/06/97 7064 636.0 O3YX14HWM G230L 2376 52X2 GRW+70D5824 21/06/97 7064 636.0 O3YX15QIM G230L 2376 52X2 GRW+70D5824 29/06/97 7064 636.0 O3YX16KPM G230L 2376 52X2 GRW+70D5824 05/07/97 7064 636.0 O45901020 G230L 2376 52X2 GRW+70D5824 12/08/97 7673 184.0 O45910020 G230L 2376 52X2 GRW+70D5824 16/09/97 7673 184.0 O45911020 G230L 2376 52X2 GRW+70D5824 06/10/97 7673 184.0 O45912020 G230L 2376 52X2 GRW+70D5824 17/11/97 7673 184.0 O3ZX08HLM G230L 2376 52X2 GD153 13/07/97 7096 187.1 O40901NSM G230L 2376 52X2 HZ21 28/05/97 7101 360.0 O48X010E0 G230L 2376 52X2 GRW+70D5824 31/10/97 7721 150.0 O4DD07020 G230L 2376 25MAMA GD71 30/11/97 7657 120.0 O48X01080 G230L 2376 0.2X0.06 GRW+70D5824 31/10/97 7721 350.0 O48X01090 G230L 2376 0.2X0.09 GRW+70D5824 31/10/97 7721 300.0 O48X010A0 G230L 2376 52X0.05 GRW+70D5824 31/10/97 7721 350.0 O48X010B0 G230L 2376 52X0.1 GRW+70D5824 31/10/97 7721 150.0 O48X010C0 G230L 2376 52X0.2 GRW+70D5824 31/10/97 7721 150.0 O48X010D0 G230L 2376 52X0.5 GRW+70D5824 31/10/97 7721 150.0 O3WY02010 G230LB 2375 52X2 BD+75D325 18/05/97 7094 162.0 O3TT42010 G230LB 2375 52X2 GD153 21/05/97 7063 600.0 O3TT43010 G230LB 2375 52X2 GD153 28/05/97 7063 600.0 O3TT44010 G230LB 2375 52X2 GD153 04/06/97 7063 600.0 O3TT45010 G230LB 2375 52X2 GD153 10/06/97 7063 600.0 O3TT46010 G230LB 2375 52X2 GD153 18/06/97 7063 600.0 O3TT47010 G230LB 2375 52X2 GD153 25/06/97 7063 600.0 O3TT48010 G230LB 2375 52X2 GD153 01/07/97 7063 600.0 O3WY02030 G430L 4300 52X2 BD+75D325 18/05/97 7094 122.4 O3TT42020 G430L 4300 52X2 GD153 21/05/97 7063 252.0 O3TT43020 G430L 4300 52X2 GD153 28/05/97 7063 252.0 3

Table 2. Observations (Continued) ROOTNAME MODE CEN- WAVE APER TARGET DATE PROP- ID (sec) EXP- TIME O3TT44020 G430L 4300 52X2 GD153 04/06/97 7063 252.0 O3TT45020 G430L 4300 52X2 GD153 10/06/97 7063 252.0 O3TT46020 G430L 4300 52X2 GD153 18/06/97 7063 252.0 O3TT47020 G430L 4300 52X2 GD153 25/06/97 7063 252.0 O3TT48020 G430L 4300 52X2 GD153 01/07/97 7063 252.0 O40801010 G430L 4300 52X2 FEIGE110 13/06/97 7100 72.0 O40801090 G430L 4300 52X0.05 FEIGE110 13/06/97 7100 192.0 O40801070 G430L 4300 52X0.1 FEIGE110 13/06/97 7100 120.0 O40801050 G430L 4300 52X0.2 FEIGE110 13/06/97 7100 72.0 O40801030 G430L 4300 52X0.5 FEIGE110 13/06/97 7100 72.0 O3WY02040 G750L 7751 52X2 BD+75D325 18/05/97 7094 199.0 O3TT42040 G750L 7751 52X2 GD153 21/05/97 7063 3240.0 O3TT43040 G750L 7751 52X2 GD153 28/05/97 7063 3240.0 O3TT44040 G750L 7751 52X2 GD153 04/06/97 7063 3240.0 O3TT45040 G750L 7751 52X2 GD153 10/06/97 7063 3240.0 O3TT46040 G750L 7751 52X2 GD153 18/06/97 7063 2282.0 O3TT47040 G750L 7751 52X2 GD153 25/06/97 7063 2282.0 O3TT48040 G750L 7751 52X2 GD153 01/07/97 7063 2282.0 O40801020 G750L 7751 52X2 FEIGE110 13/06/97 7100 120.0 O408010A0 G750L 7751 52X0.05 FEIGE110 13/06/97 7100 240.0 O40801080 G750L 7751 52X0.1 FEIGE110 13/06/97 7100 168.0 O40801060 G750L 7751 52X0.2 FEIGE110 13/06/97 7100 120.0 O40801040 G750L 7751 52X0.5 FEIGE110 13/06/97 7100 120.0 O3ZX09E3M G140M 1173 52X2 GD153 26/05/97 7096 2236.0 O3ZX09EFM G140M 1420 52X2 GD153 27/05/97 7096 552.0 O3ZX09E7M G140M 1616 52X2 GD153 27/05/97 7096 2600.0 O43J02GLM G140M 1272 52X2 GD153 13/07/97 7097 156.0 O43J03Z7M G140M 1518 52X2 GD153 25/07/97 7097 500.0 O3ZX09EBM G230M 1687 52X2 GD153 27/05/97 7096 2500.0 O3ZX09EJM G230M 2338 52X2 GD153 27/05/97 7096 975.0 O3ZX09ENM G230M 2977 52X2 GD153 27/05/97 7096 2705.0 4

Table 2. Observations (Continued) ROOTNAME MODE CEN- WAVE APER TARGET DATE PROP- ID (sec) EXP- TIME O43J04EEM G230M 1851 52X2 GD153 21/07/97 7097 550.0 O43J05EUM G230M 2659 52X2 GD153 19/07/97 7097 585.6 o3wy02060 G230MB 1713 52X2 BD+75D325 18/05/97 7094 170.0 o3wy02070 G230MB 2276 52X2 BD+75D325 18/05/97 7094 120.0 o3wy02080 G230MB 3115 52X2 BD+75D325 18/05/97 7094 120.0 o3wy02090 G430M 3165 52X2 BD+75D325 18/05/97 7094 126.0 o3wy020a0 G430M 4451 52X2 BD+75D325 18/05/97 7094 132.0 o3wy020b0 G430M 4451 52X2 BD+75D325 18/05/97 7094 120.0 O3wy020c0 G430M 4451 52X2 BD+75D325 18/05/97 7094 120.0 o3wy020e0 G430M 5471 52X2 BD+75D325 18/05/97 7094 120.0 o3wy020f0 G750M 5734 52X2 BD+75D325 18/05/97 7094 129.0 o3wy020g0 G750M 7795 52X2 BD+75D325 18/05/97 7094 144.0 o3wy020h0 G750M 10363 52X2 BD+75D325 18/05/97 7094 588.0 For the narrow slit observations with the MAMA detectors in proposal 7101, the target is not in the slit. Additional CCD observations from 7721 are short exposures and do not improve the CCD results from 7100. Each spectral image in Table 2 is extracted with standard CALSTIS processing for each of the 9 heights to produce 9 spectra. The background is measured at 300 px above and below the spectrum with an extraction height of 11 px and is median filtered with a width of 9 px. Except for G140L, which is contaminated by the geocoronal emission at Ly-α, the filtered background is fit with a third order polynomial to get a smooth background estimate. To produce the H(h) functions, these spectra are normalized by dividing by the spectrum for the standard height, h=11 px for the MAMA s and 7 px for the CCD modes. Splines with 12 equally spaced nodes are fit to the normalized H functions. Figure 1 is an example of the derived H functions and the spline fits. The data deviate from the smooth fits at the shortest wavelengths and in the region of the strong Ly-α line because of impure light from the wings of the PSF that add light of the wrong wavelength to the pure spectrum. The amount of the contaminating light is reduced for shorter extraction heights, h, which is demonstrated by the dip below the fits at Ly-α for h less than the standard 11px and by the blip above the fits for h>11. By ignoring the impure light, the spline fits leave the contamination unchanged when used to compute the absolute flux per ISR 97-14 (Bohlin, Collins, & Gonnella 1998). In other words, absolute fluxes are NOT reliable near the sharp sensitivity cutoff below ~1150Å or in the cores of strong lines at the 5

10 20% level for the 52x2 slit. If a correction algorithm is ever developed for this out-ofband contamination, then the expectation is that the systematic deviations from the smooth fits would vanish for fits to a corrected spectrum. The amount of contamination illustated at Ly-α approaches a worst case, except where the PSF blooms longward of ~8000Å due to scattering within the CCD substrate. STIS spectra are more pure than illustrated in Figure 1 for narrower slits than the 52x2 and for longer wavelengths where the OTA PSF shrinks. Figures 2-3 show measured H functions and the spline fits for a small 0.2x0.06 arcsec slit for G140L and G230L, respectively. The smaller slit demonstrates a more compact signal distribution perpendicular to the dispersion with only ~3% more flux in the h=600 extraction vs. h=11 at 1400Å in Figure 2, while the 52x2 slit in Figure 1 has a corresponding increase of 38%. An h=3 extraction has a larger fraction of the total signal in Figure 2 vs. Figure 1. For G230L in Figure 3, the PSF is comparable to the G140L PSF at the longer wavelengths in Figure 2 with the same entrance slit. The artifacts that are evident in the data for h=3 in Figure 3 are a quantitative example of the poor photometry associated with such limited extractions, although h=3 might provide the purest absorption line profile. Figures 4-8 are the derived H(h) results for the five low dispersion modes and the 52x2 arcsec slit, which has multiple observations. The bars at each spline node are the 1-σ scatter among the values of the spline fits. In general, only the h=3 extraction height is photometrically poor with error bars greatly exceeding the size of the plotted symbols. A dashed line connects the largest h=600 extraction. The second largest extraction height (dotted line) contains ~99% of the signal and is often a more robust estimate of the total signal than the h=600 extraction, which contains ~60% of the image and 60% of the total background noise. For example, the G230LB point at 1775Å shows a few percent scatter for h=600, while the h=80 extraction has all but a few percent of the signal and an uncertainty of less than 1%. Similarly, the G750L extraction for h=200 is better defined than the h=600 value at 9850Å. Figures 9 30 show H(h) for commonly used entrance apertures, corresponding to the low dispersion entries in Table 2. These Figures cover the range of slit widths and lengths, so that the relative throughput, H, for a particular extraction height, h, can be estimated for entrance slits that are not measured. For example, the missing small slits for G230LB could be estimated by correcting H for the slit of interest for G430L, by the ratio of the curves for G230LB to G430L for the 52x2 slit. The accuracy of this process could be estimated by repeating the procedure for the same small slit and G750L to see how close the estimate is to the actual measurement for G750L. Figures 9 and 16 for the wide open 25MAMA aperture are identical within uncertainties to the results for the 52x2 slit, except for a few percent higher values of H for the largest two extraction heights h. For G230L and the standard extraction of h=11, slits of 0.2 arcsec and narrower contain all but a few 6

percent of the total stellar signal, while the same is true for G430L and the standard h=7 for slits of 0.5 arcsec and narrower. For G750L, the 52x0.2 slit, and the longest wavelengths, the h=600 fit is spuriously following noise, while the h=200 curve is a better indication of the total signal relative to the standard h=7. Medium Dispersion Overplotted as triangles, Figures 4-8 also show sample results for the 52x2 entrance slit and the medium dispersion first order gratings. In general, the medium dispersion H(h) functions are in agreement with the low dispersion results within uncertainties. Exceptions include the shortest wavelengths of G140M, which have a more extended PSF than the G140L. However, the actual G140L data in Figures 1-2 are more extended than the spline fits in Figure 4, because the point where impure light begins to dominates is obvious and abrupt between 1150-1160Å and can be easily ignored in the spline fits. In the medium dispersion, the width of the PSF in Ångstroms is less and the impure light contamination is more insidious, which causes the gradually increasing deviation of the medium dispersion triangles from the low dispersion fits from 1200Å toward shorter wavelengths. Other deviations of the medium dispersion data from the low dispersion fits are caused by noise for large extraction heights h and by residual geometric distortions for small h values at the edges of the detector, which emphasizes again the poorer photometric precision for the largest and smallest h values. The more compact PSF for G750M-7795 might be due to the the lack of any light on the detector at the longest wavelengths, where the CCD scattering is the worst. More data and analysis are needed to define a precise set of H functions for medium dispersion. 3. Extended Source Calibration The absolute energy for diffuse objects is in units of flux per unit surface area, usually referred to as specific intensity with symbol Ι. The specific intensity calibration for a continuum source of infinite extent, i.e. large with respect to the few arcsec extent of the far wings of the STIS psf, is: I(contin)=R T(52x2)/[S Hmax(52x2) Ω(slit)] (Bohlin, Lindler, & Baum 1996) where: R is the flat fielded countrate in a pixel. S is the point source sensitivity for the h=11 or 7 extraction height and the 52x2 arcsec entrance slit. Ω(slit) is the solid angle in square arcsec subtended by the pixel height (i.e., plate scale perpendicular to the dispersion) times the slit width W. T(52x2) is the transmission of the 52x2 arcsec slit as a function of wavelength (relative to T(clear)=1.) Hmax(52x2) is the new photometric correction of order unity that is plotted as a function of wavelength in Figures 4-8 for extraction slit height h=600 px. T(52x2)/Hmax is not included in (Bohlin, Lindler, & Baum 1996), because the extended nature of the PSF was 7

not anticipated. Hmax is the ratio of signal in an infinite (600px) high spectral extraction slit to the standard 11px for the MAMA s and 7px for the CCD. A 52x2 slit with a 2 arcsec width captures all but a few percent of the total point source PSF. The correction factor of T/Hmax arises, because the light lost in the wings of the PSF for the part of the sky INSIDE the slit comes back to the pixel of interest in the wings of the PSF for regions of sky OUTSIDE the entrance slit for an infinitely extended diffuse source. Therefore, corrections must be made to 52x2 point source calibration for the light lost from the h=7 or 11 px extraction height, i.e. Hmax(52x2), and for the small bit of light lost outside the 2 arcsec width, i.e., T(52x2). The corresponding calibration for a diffuse emission line object is I(line)=R d T(52x2)/[S Hmax(52x2) Ω(px)] where d is the dispersion in Å/px. Ω(px) is the area in square arcsec of one pixel for slits wider than a one pixel width. The extraction of a STIS spectrum with h=600 to get all of the flux of a point source is subject to noise from 60% of the image, which can cause poor spline fits, especially for the CCD. Therefore, a much smaller h value is selected for each mode per Table 1 to extract about 99% of the total signal. This 8th extraction height provides a check on the accuracy of the h=600 case, as well as an alternative choice for computing the diffuse source calibration. The outstanding example of a bad fit for h=600 is in Figure 29, where the long wavelength fit for h=600 drops below the splines for h=200. By comparison with Figures 8, 28, and 30, the correct value for h=600 around 10,000Å can be estimated. 4. Acknowledgements Thanks to Don Lindler for advice, suggestions, and software support. 5. References Bohlin, R., Collins, N., & Gonnella, A. 1998, Instrument Science Report, STIS 97-14, (Baltimore:STScI). Bohlin, R., Lindler, D., & Baum S. 1996, Instrument Science Report, STIS 96-015, (Baltimore:STScI). Leitherer, C. & Bohlin, R. 1997, Instrument Science Report, STIS 97-13, (Baltimore:STScI). 8

Figure 1: Ratios to the standard h=11 for G140L spectra obtained in the 52x2 arcsec slit and extracted with the extraction heights, h, indicated at the top of the plot. The smooth solid lines are the spline fits to the data with 12 equally spaced nodes and the nine values of h increasing for the nine curves from bottom to top. The 5th curve from the bottom for h=11 is unity. The 8th and 9th curves at the top for h=140 and 600px are nearly coincident. The shortest wavelengths and the region around Ly-α are contaminated by spectrally impure light and are ignored in fitting the splines. G140L 1425 GD153 52X2 o3zx08hhm Extraction Heights h= 3 5 7 9 11 15 21 140 600 Ratio to Nominal 11 or 7 px Extraction Height 1.6 1.4 0.6 1200 1300 1400 1500 1600 1700 BOHLIN: abscor 12-Jan-1998 16:10 9

Figure 2: As in Figure 1, except for the 0.2x0.06 slit. G140L 1425 GRW+70D5824 0.2X0.06 o48x01010 Ratio to Nominal 11 or 7 px Extraction Height 0 0 0 0.70 0.60 Extraction Heights h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 Figure 3: As in Figure 2, except for G230L. G230L 2376 GRW+70D5824 0.2X0.06 o48x01080 Extraction Heights h= 3 5 7 9 11 15 21 110 600 Ratio to Nominal 11 or 7 px Extraction Height 0 0 2000 2500 3000 10

Figure 4: H(h) spline fits (heavy solid lines) and nodes (diamonds that often look like squares because of the overplotted error bars) for G140L and the 52x2 arcsec slit. Bars at each spline node are the 1-σ scatter among the values of the spline fits for the multiple observations. Only the h=3 extraction height has poor photometry with error bars greatly exceeding the size of the plotted symbols. A dashed line connects the largest h=600 extraction. The dotted line connects the second largest extraction height, which contains ~99% of the signal and is occasionally a more robust estimate of the total signal. Results for some medium dispersion settings with the 52x2 arcsec slit are overplotted as open triangles. 1.6 1.4 0.6 Average spline fits for 10 obs w/g140l 52X2 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 BOHLIN: abscorplt 19-Jan-1998 15:08 11

Figure 5: See Figure 4 caption, except for G230L. Average spline fits for 13 obs w/g230l 52X2 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 Figure 6: See Figure 4 caption, except for G230LB. 1.4 Average spline fits for 8 obs w/g230lb 52X2 Extraction Height h= 3 5 7 9 11 15 21 80 600 1800 2000 2200 2400 2600 2800 3000 12

Figure 7: See Figure 4 caption, except for G430L. 0 0 0 Average spline fits for 9 obs w/g430l 52X2 Extraction Height h= 3 5 7 9 11 15 21 64 600 3000 3500 4000 4500 5000 5500 Figure 8: See Figure 4 caption, except for G750L. Average spline fits for 9 obs w/g750l 52X2 2.0 1.5 Extraction Height h= 3 5 7 9 11 15 21 200 600 6000 7000 8000 9000 10000 13

Figure 9-30: H(h) spline fits for many commonly used entrance apertures per the entries in Table 2. Only one observation is available, and no rms scatter can be shown. Figure 9: 0 0 0 0.70 0.60 Average spline fits for 1 obs w/g140l 0.2X0.06 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 Figure 10: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 0.2X0.09 0 0 0 0.70 0.60 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 14

Figure 11: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 52X0.05 0.6 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 Figure 12: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 52X0.1 0.6 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 15

Figure 13: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 52X0.2 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 Figure 14: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 52X0.5 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 16

Figure 15: (see caption for Figure 9) Average spline fits for 1 obs w/g140m 25MAMA 1.6 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 140 600 1200 1300 1400 1500 1600 1700 Figure 16: (see caption for Figure 9) Average spline fits for 1 obs w/g230l 0.2X0.06 0 0 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 17

Figure 17: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 0.2X0.09 0 0 0.70 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 Figure 18: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 52X0.05 0 0 0.70 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 18

Figure 19: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 52X0.1 0 0 0 0.70 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 Figure 20: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 52X0.2 0 0 0 0.70 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 19

Figure 21: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 52X0.5 0.6 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 Figure 22: (see caption for Figure 9) Average spline fits for 1 obs w/g230m 25MAMA 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 110 600 2000 2500 3000 20

Figure 23: (see caption for Figure 9) Average spline fits for 1 obs w/g430l 52X0.05 0 0 Extraction Height h= 3 5 7 9 11 15 21 64 600 3000 3500 4000 4500 5000 5500 Figure 24: (see caption for Figure 9) Average spline fits for 1 obs w/g430m 52X0.1 0 0 Extraction Height h= 3 5 7 9 11 15 21 64 600 3000 3500 4000 4500 5000 5500 21

Figure 25: (see caption for Figure 9) Average spline fits for 1 obs w/g430m 52X0.2 0 0 0.70 Extraction Height h= 3 5 7 9 11 15 21 64 600 3000 3500 4000 4500 5000 5500 Figure 26: (see caption for Figure 9) Average spline fits for 1 obs w/g430m 52X0.5 0 0 0 Extraction Height h= 3 5 7 9 11 15 21 64 600 3000 3500 4000 4500 5000 5500 22

Figure 27: (see caption for Figure 9) Average spline fits for 1 obs w/g750l 52X0.05 2.0 1.5 Extraction Height h= 3 5 7 9 11 15 21 200 600 6000 7000 8000 9000 10000 Figure 28: (see caption for Figure 9) Average spline fits for 1 obs w/g750m 52X0.1 1.8 1.6 1.4 Extraction Height h= 3 5 7 9 11 15 21 200 600 6000 7000 8000 9000 10000 23

Figure 29: (see caption for Figure 9) Average spline fits for 1 obs w/g750m 52X0.2 1.6 1.4 Extraction Height h= 3 5 7 9 11 15 21 200 600 6000 7000 8000 9000 10000 Figure 30: (see caption for Figure 9) Average spline fits for 1 obs w/g750m 52X0.5 2.0 1.8 1.6 1.4 0.6 Extraction Height h= 3 5 7 9 11 15 21 200 600 6000 7000 8000 9000 10000 24