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1.INTRODUCTIONSPEXone1 is a compact multi-angle spectropolarimeter developed by a partnership of SRON Netherlands Institute for Space Research and Airbus Defence and Space Netherlands with support from TNO. SPEXone is a contributed payload to the NASA Plankton, Aerosol, Cloud and ocean Ecosystem (PACE2) mission, which is developed by NASA Goddard Space Flight Center (GSFC). PACE has a notional launch in 2023 and a minimum mission duration of three years, with orbit maintenance capabilities for 10 years. The PACE mission will make global observations of the atmosphere and ocean surface, with the goal to understand and quantify the global biogeochemical cycling and ecosystem function in response to anthropogenic and natural environmental variability and change. Besides SPEXone, the PACE observatory includes two other instruments: the primary Ocean Color Instrument (OCI), and a second supporting polarimeter, HARP-2.3 SPEXone will deliver high quality hyperspectral multi-angle radiance and polarization products that, together with products from OCI and HARP2, enable unprecedented aerosol and cloud characterization from space. SPEXone builds on heritage of a SPEX-family of instruments. Handheld (iSPEX4), ground-based (ground-SPEX5) and airborne (SPEX airborne6, 7) versions have shown the capability of yielding high quality polarimetric data that enables the retrieval of aerosol properties.8, 9 SPEX airborne data obtained during the ACEPOL campaign using NASA’s ER-2 airplane has demonstrated an agreement with benchmark polarimeters of about 0.005. For SPEXone on the NASA PACE mission, and for other future space-borne multi-angle polarimeters, an even higher polarimetric accuracy of 0.003 is required.10, 11 This paper presents and discusses the optical performance of telescope and spectrometer of the SPEXone instrument. We focus on two aspects: the optical quality at the telescope and spectrometer focal planes by comparing the as-designed performance with measurements of the as-build instrument, and simulations and preliminary measurements of stray light. The former will be related to the overall system performance in terms of spatial and spectral resolution, and the latter will be discussed in relation to the expected polarimetric performance of the instrument in inhomogeneous scenes. 2.SPEXONE INSTRUMENT CONCEPTSPEXone is a compact spectropolarimeter that fits within an envelope of 150 mm x 290 mm x 370 mm. It uses spectral polarization modulation12 to accurately measure the state of linear polarization of the incident light in the spectral range from 385 to 770 nm. Spectral polarization modulation is a polarimetry technique that enables snapshot spectropolarimetry with high accuracy without moving parts. An achromatic quarter-wave retarder with its fast axis oriented at 45° with respect to the fast axis of a compound athermal multiple-order retarder results in a spectral modulation of the polarisation state of the incident light. A polarizing beam splitter transforms the polarisation modulation into an intensity modulation in two complementary optical beams that can be measured with a detector at the focal plane of a spectrometer. This dual beam implementation does not only lead to low sensitivity to systematic effects, it also allows the reconstruction of the absolute radiance spectrum at the spectral resolution of the spectrometer. The common swath of each of the five viewing angles of SPEXone is about 100 km, which is measured with a spatial sampling distance of 2.7 km. SPEXone acquires push-broom spectral image data at a rate of 3 Hz. With a satellite ground speed of 6.8 km/s this corresponds to an along track sampling distance of 2.3 km. The optical quality at the telescope focal plane (the entrance slit of the spectrometer) and in the spectrometer, in combination with motion smear during the exposure time of a single image, is aimed to achieve Nyquist sampling of a ground scene with a spatial resolution of 4.6 x 5.4 km (along track (ALT) x across track (ACT)). At the spectrometer focal plane, SPEXone uses a compact camera module from 3Dplus that is equipped with a CMOSIS CMV4000 CMOS image sensor, a Field-Programmable Gate-Array (FPGA), SDRAM and flash memory.13 Raw 2k x 2k images are acquired by the CMOS detector at a rate of 15 Hz. 5 subsequent images are co-added and binned in order to reduce the data volume of a single final image to ≈ 200 kpixel. Image acquisition, binning and co-adding operations are all executed within the DEM by the FPGA using dedicated firmware. The camera module is embedded in the detector module (DEM) that is controlled at a constant temperature within ±0.15 K. A radiator provides sufficient cooling power to the DEM and also serves as a heat sink for the opto-mechanics, which allows controlling the temperature of the optics within ±1 K while operating at room temperature.14 Two (redundant) LEDs can provide a smooth illumination of the focal plane for detector monitoring at the native pixel level during the eclipse. The Instrument Control Unit (ICU) is a separate unit that powers and commands the DEM, controls internal calibration LEDs, performs thermal control of the DEM and instrument opto-mechanics, handles the science and housekeeping data acquisition and communicates with the satellite. 3.OPTICAL DESIGNThe optical design of SPEXone consists of a reflective segmented telescope, transmissive polarization modulation optics (PMO), and a reflective grating spectrometer. The telescope is placed in front of a single PMO unit, which is advantageous since this subsystem yields the same response for all viewing angles. This approach also enables a compact design that can be well aligned with reduced integrating activities compared to the case of one PMO per viewing angle. The telescope consists of three segmented mirrors, each fabricated out of a single monolithic aluminium block, that capture the light from five viewing angles and project the individual swaths of each viewing angle onto a common slit plate, see Fig. 1. All five sub-mirrors of the three segmented mirrors are toroidal and together yield a telecentric beam towards the PMO. The PMO comprising the optical elements for spectral polarization modulation accepts the beams from all five viewing angles, as described in.15 A polarizing beam splitter produces two complementary optical beams, which are recombined by two fold mirrors and a roof mirror, effectively doubling the slit height for the spectrometer and ensuring a symmetric ordering of the viewing angles with respect to the focal plane. The spectrometer is based on a collimator consisting of two freeform mirrors, a reflection grating operating in first order, and an imager based on two freeform mirrors, see Fig. 1. One additional fold mirror in the imager is used to limit the volume of the spectrometer. The freeform mirrors in the collimator and imager are mainly utilised for correcting aberrations. The grating is a holographic reflection grating with 500 lines per mm operating in first order. To avoid order overlap at the focal plane, an order sorting filter is placed close to the detector. The order sorting filter is a fused silica substrate with a gradient filter that provides OD2.8 blocking of second order light on one side, and on the other side a short pass filter with a 50% cut-off at 800 nm. All spectrometer components can be mounted from the outside into a common monolithic aluminium housing. 4.OPTICAL PERFORMANCEThe optical performance of SPEXone can be divided into three categories yielding different requirements for the optical quality of individual components:
4.1Optical performance of the telescopeThe nominal optical design of the telescope yields a diffraction limited performance at the telescope focal plane for the 0° and ±20° viewing angles and close to diffraction limited performance performance for the ±50° viewing angles. The nominal spot size in both the ALT and ACT direction is smaller than 10 μm. The optical performance at the focal plane has been assessed during the integration phase of the SPEXone instrument. After mounting the telescope mirrors in the telescope housing, a pick-off mirror was placed in the space where the PMO would be integrated, thereby directing the telescope focal plane out of the telescope housing. This enabled the placement of a commercial CMOS sensor at the redirected focal plane with which images of optical spots could be captured. As a source, a simple collimator was build consisting of a narrow core fiber positioned at the focus of a spherical lens. The measurements were performed at a wavelength of 515 nm. The measured spots as well as the simulated spots using the optical model are shown in Fig. 2. Particularly for the ±20° and ±50° viewing angles, nice circular spots are observed, all with FWHM of 10 μm in both dimensions, in perfect agreement with the simulated spots. Only for the 0° viewing angle, the spots shape is elliptical, with a FWHM of 16 μm in the ALT direction. This is observed at multiple positions within the field-of-view of the telescope. Since all ALT spot sizes are well below the slit width and since all ACT spot sizes are very close to the nominal, simulated spots sizes, the telescope performance is excellent and according to the requirements. 4.2Optical performance of the spectrometerOptimizing an optical system to a finite, uniform spot size is a very challenging task, since it is generally easier to optimize an optical system to have an optical quality better than a certain threshold. A full tolerance analysis has been performed on the optical design to assess the spot size in ACT, which includes misalignments of optical components in position and orientation, manufacturing tolerances on surface shape including slope errors, and thermo-mechanical distortions. This analysis shows that, starting with a nominal design with all ACT spot sizes smaller than 11 μm, the expected ACT spot size distribution in the spectrometer focal plane has a mean of 18.7 μm and FWHM of 3.3 μm. This corresponds to a mean of 4.6 km and a FWHM of 0.8 km on ground, yielding an oversampling ratio between 1.6 and 1.9. The histogram of the ACT spot sizes averaged in ALT are shown in Fig. 3 in pink. Spot size measurements of the integrated instrument were taken during the on-ground calibration campaign using a star stimulus (collimator) fed with diode lasers (405, 457, 515, 561, 660, 732 and 785 nm) while raster scanning the instrument across the ALT and ACT field-of-view of each viewing angle. The ACT spot sizes are extracted from 2D fits of the measured point spread functions, translated to km on ground, and presented as a histogram in Fig. 3 in blue. Clearly, the optical performance is better than results from the tolerance analysis. Limited star stimulus measurements taken as part of the detector alignment during instrument AIT already pointed in this direction. However, it was decided not to deliberately defocus the system, since a defocus did not result in a uniform increase of the spot size and would increase the sensitivity e.g. to settling effects during vibration qualification and gravity release effects. The measured ACT spot size distribution has an effective mean of 3.6 km (14.7 μm) and a FWHM of 1.3 km (5.3 μm), yielding an average optical oversampling ratio of 1.4. We expect this is still sufficient for adequate resampling of the data from all viewing angles to a common spatial grid. Not taken into account in the oversampling assessment is a particular feature of this spectrometer, the so-called slit-keystone.16 Slit keystone manifests itself such that points across the slit, in the ALT-direction, are not parallel to the local keystone of the spectrometer, see Fig. 4-top. Slit keystone results in spatial spectral mixing of pixels with different ACT when extracting a spectrum from a single ground pixel from a detector image. Due to this mixing, effectively the ACT oversampling will increase as the effective optical quality across the slit is degraded. The slit keystone of the as-designed instrument is largest near the edges of the focal plane and increases up to 6.4 μm at the blue end of the spectral range. The actual keystone of the as-build instrument can be assessed using the raster-scan data obtained with diode laser illumination (as above), and with a white light illumination. The former yields the positions of points at the same ACT coordinate across the slit, while the latter yields the full spectral trace of (white) light originating from a single ground pixel. Fig. 4-bottom shows the individual slit images measured under wide-field illumination of the instrument by an integrating sphere that is fiber-fed with the 7 diode lasers. Overplotted are the individual positions of the laser spots at ACT-center in blue, and spectral trace obtained from the white light measurement in green, similar to Fig. 4-top. The slit keystone is obtained by subtracting the slope of the laser positions and the spectral trace. As can be seen, the observed slit keystone follows similar variation with wavelengths as the slit keystone in the design, but is overall roughly 25% smaller. Since the measured slit keystone is at maximum less than one-third of the mean FWHM spot size, the impact on the ACT oversampling is limited to less than 5%. 4.3Stray lightStray light is the dominant contributor to the absolute absolute radiometric and systematic polarimetric error in non-uniform scenes, see.15 Full slit stray light analysis results from ZEMAX were obtained for all the view ports and various wavelengths. A representative simulated image (viewing angle +50°, 490 nm) is displayed in Fig. 5-left, in which three main contributors with different signatures can be identified:
Actual stray light measurements with full slit illumination have been taken during the on-ground calibration of SPEXone. Diode lasers were fed to an integrating sphere and each viewing angle was pointed subsequently to the center of the sphere. A polarizer in front of the illuminated viewing angle was set to an orientation such that the angle of polarization maximises the signal ratio between the two complementary spectral images for the diode laser wavelength. Acquisitions at three exposure times were taken in order to increase the dynamic range. The smallest exposure time of 60 ms -150 ms was set such that the maximum signal for a particular laser wavelength was about half the full well capacity, The longest exposure time was always 6000 ms and the intermediate exposure time was set to 600 -1000 ms in order to have approximately equal steps in dynamic range. An example of a superimage, constructed using the three exposures, is shown in Fig. 5-right. Clearly, some striking differences are observed between simulated image and measured superframe. Firstly, a nonzero signal in the complementary spectral image (1) can be observed, since the dynamic range of the superframe is larger than the extinction ratio of the polarizer. Secondly, setup stray light entering other viewing angles can be seen (2), as well as a weak periodic signal is seen in both spectral images (3). These result from weak, continuum illumination from the diode lasers. Due to the polarizer, this light is fully polarized resulting in the spectrally modulated intensity signal. Naturally, these signals are absent in the simulated image. The actual measured instrument stray light shows several features, some of which are different from the simulation:
Further investigation of the position of the arc-shaped ghost at different wavelengths has yielded the results as shown in Fig. 6. Also included is the position of the cut-off wavelength of the order-sorting filter. This figure explains why the ghost is weak at 457 nm and absent at lower wavelengths, because it is blocked by the order-sorting filter. Also, it explains why the ghost is not observed at 660 nm and higher wavelength, since its projected position falls outside of the detector area. Overall, these results indicate that in the realized instrument, the contribution from diffuse stray light is slightly higher than in the simulations, whereas the ghost intensity is significantly lower than in the simulations, both in the region near the slit image, and further away. Since diffuse stray light is in general easier to correct than moving ghosts, this would be beneficial when employing a stray light correction algorithm. E.g the TROPOMI calibration team has demonstrated that stray light correction factors up to 10x can be achieved,17 which, when realized for SPEXone, would enable meeting the polarimetric requirement even at the most challenging non-uniform scenes.15 However, narrow-field stray light measurements show a structure in the diffuse stray light pattern that grows with wavelength, although in a fairly constant manner. These narrow-field stray light measurements, which are outside the scope of this paper, are performed using a star stimulus. The measurements provide the data from which the stray light kernels will be derived that are input to the stray light correction algorithm. Further analysis is required for assessing how accurate the diffuse stray light kernels can be determined and modelled for all wavelengths, and what stray light correction factor can be obtained. Also, the origin of the arc-shaped ghost and its impact on polarimetric accuracy (when uncorrected) will need to be assessed. 5.CONCLUSIONSIn this paper we have presented several aspects of the optical performance of SPEXone and compared the results with the as-designed values and simulations. The optical quality, in terms of RMS spot FWHM, at both the telescope and spectrometer focal plane are better than was anticipated based on an extensive tolerance analysis. Also the so-called slit keystone, a particular feature of this freeform optics based spectrometer, is about 25% smaller than the as-designed values. This means that the spatial and spectral resolution are well within the requirements, but that the optical oversampling ratio in the across-track direction is on average 1.4, about 20% lower than anticipated. However, we expect this is still sufficient for adequate resampling of the data from all viewing angles to a common spatial grid. Instrument stray light measurements indicate a slightly higher contribution from diffuse stray light compared to simulations, but a significantly lower contribution of ghost. A quantitative analysis of the data, including the incorporation of derived stray light kernels in a stray light correction algorithm, will ultimately show the instrument (polarimetric) performance at the most challenging non-uniform scenes. ACKNOWLEDGMENTSWe thank Paul Tol, Ryan Cooney, Pierre Piron, Thomas Bouchan, Alexander Eigenraam and Richard van Hees for their contribution to obtaining the results from the on-ground calibration of SPEXone presented in this paper. SPEXone is a public-private initiative of SRON Netherlands Institute for Space Research and Airbus Defence and Space Netherlands, supported by opto-mechanical expertise from TNO. We acknowledge funding by the Ministry of Education Culture and Science (OCW), the Netherlands Space Office (NSO), and the Netherlands Organization of Scientific Research (NWO). We acknowledge NASA for hosting SPEXone on their PACE observatory as a partnered payload. We also acknowledge our main suppliers for their contribution to realizing SPEXone; TNO, LT Ultra and NOVA ASTRON (mirror manufacturing), Optics Balzers Jena GmbH and Delta Optics (coating development), Horiba (grating), Lucassen and Kusters (precision mechanics), 3Dplus (camera module) and Hyperion Technologies (ICU). REFERENCESvan Amerongen, A., Rietjens, J., Campo, J., Dogan, E., Dingjan, J., Nalla, R., Caron, J., and Hasekamp, O.,
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