REVIEW 3 major objections 6 minor 93 references
Thermal and Optical Characterization of Near-Earth Objects: Science Commissioning of the Recently Upgraded Mid-Infrared Camera MIRSI on the NASA Infrared Telescope Facility
T0 review · 3 major / 6 minor · reviewed 2026-08-07 · deepseek-v4-flash
Pith's one-line read A refurbished ground-based mid-infrared camera measured sizes and albedos for 31 near-Earth asteroids.
desk verdict A solid commissioning paper with real new NEO measurements and credible evidence the upgraded MIRSI works; the main caveat is that single-band beaming-parameter systematics make the claimed 20%/50% accuracy optimistic for the full sample. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The load-bearing machinery is the Near-Earth Asteroid Thermal Model (NEATM), a single-band thermal model that converts measured mid-infrared flux, geometry, and assumed surface roughness (encoded in the beaming parameter $\eta$) into a diameter, with the V-band albedo $p_V$ then obtained from the simultaneously measured absolute magnitude $H_V$. Because $\eta$ cannot be fit from one band alone, the paper adopts the empirical linear relation $\eta = (0.00963\pm0.00015)\alpha + 0.761\pm0.009$ from Mainzer et al. (2011a), draws $\eta$ from a Gaussian around it in $10^6$-trial Monte Carlo runs, and combines this with MOC optical photometry and Cohen et al. (1999) standard-star flux calibration.
What would settle it
Observe a set of NEOs whose diameters are independently known from radar measurements or spacecraft encounters, measure each in MIRSI's N-band with the same reduction and the same beaming-parameter relation, and compare the resulting single-band diameters to the known values; a systematic departure from the claimed 20% accuracy would show that the calibration or the assumed relation is biased. A complementary check is to fit several bands simultaneously so the beaming parameter is free and compare it to the assumed relation for those targets.
Extended reading notes
Core claim
The central claim is that the upgraded MIRSI system, calibrated on Cohen et al. (1999) standard stars and using the empirical $\eta$-$\alpha$ relation of Mainzer et al. (2011a) for single-band NEATM fits, produces diameter and albedo solutions consistent with prior characterizations: average $D_\mathrm{MIRSI}/D_\mathrm{lit}=0.95$ and $p_{V,\mathrm{MIRSI}}/p_{V,\mathrm{lit}}\approx1.3$. The paper presents the first albedo and diameter measurements for eleven NEOs, constrains the properties of the Didymos system after the DART impact, and reports a $D\approx0.43$ km, $p_V\approx0.25$ solution for the Hayabusa2# flyby target 2001 CC21 that agrees with independent work. It concludes that MIRSI is ready to serve as an easily accessible, rapidly deployable thermal camera for airless-body characterization.
Load-bearing premise
The results stand on the assumption that the population-averaged empirical relation between the thermal beaming parameter and solar phase angle applies to each individual NEO, so any per-object bias in that relation translates directly into systematic diameter and albedo errors.
Editorial extensions
If this is right
- MIRSI can deliver diameter and albedo estimates for recently discovered NEOs within days of discovery, while the object is still bright enough for a single N-band measurement.
- Simultaneous optical and thermal lightcurves, combined with a shape model, can constrain an asteroid's thermal inertia and regolith properties.
- The DART ejecta results imply that large dust grains carried a few million kilograms of mass 11 hours after impact and that the small-particle thermal excess had cleared from the system within nine days.
- The measured size and albedo of 2001 CC21 support an S-type classification and provide direct input for the Hayabusa2# flyby planning.
- The survey adds first-known diameters and albedos for eleven NEOs, filling gaps for small objects relevant to impact-risk assessment.
Reading between the lines
- If the average diameter ratio of 0.95 reflects a small systematic calibration offset rather than the beaming-parameter assumption, comparing MIRSI N-band diameters to radar-calibrated objects on a larger sample could yield a correction factor that sharpens future single-band surveys.
- The simultaneous lightcurve technique could be extended to the growing number of NEOs with shape models, turning a single-object demonstration into a survey of thermal inertia across the near-Earth population.
- A targeted multi-band observing campaign on a handful of NEOs would test how well the population-level $\eta$-$\alpha$ relation holds for individual objects, quantifying the systematic term the current Monte Carlo does not capture.
- The same always-cold rapid-response capability is directly applicable to future impactor scenarios and close-approach campaigns, where decameter-scale objects fade within days.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper presents the first science-commissioning results of the upgraded MIRSI mid-infrared camera at the NASA IRTF, which now includes a closed-cycle cooler and a simultaneous optical camera (MOC). The authors describe target selection, MIRSI and MOC data reduction, in-band color corrections, NEATM thermal modeling, and Monte Carlo/MCMC uncertainty estimation. They report 44 observations of 33 unique targets (described in the abstract as 42 observations of 31 NEOs) from 2021 to 2024, deriving diameters and albedos for the NEOs, including first-time solutions for 11 objects. The survey results are benchmarked against 21 previously measured objects, yielding average ratios D(us)/D(literature)=0.95 and pV(us)/pV(literature)=1.3, which the authors interpret as consistent with the expected 20% and 50% accuracy of single-band NEATM. The paper also presents special results: post-DART ejecta characterization of Didymos, mission-support measurements of (98943) 2001 CC21, rapid-response characterization of 2023 GM and 2024 CG2, and diameter/albedo constraints for non-detections.
Significance. If the central accuracy claim survives scrutiny, this paper demonstrates that a ground-based, closed-cycle-cooled mid-IR camera can fill a real capability gap for rapid-response thermal characterization of NEOs, after the decommissioning of T-ReCS, Michelle, and the original MIRSI. The photometric reduction, color-correction formalism, and external benchmarking are described in detail, and weak detections are explicitly flagged. The paper also provides useful mission-support data for Hayabusa2# and the DART aftermath, and it highlights a plausible path to thermal-inertia measurements from simultaneous optical and thermal lightcurves. The main strength is the careful presentation of the reduction pipeline and the transparent reporting of uncertain measurements. However, the load-bearing claim that single-band diameters and albedos are accurate to 20% and 50% rests on the unquantified applicability of a population-level beaming-parameter relation to individual objects; this issue must be resolved before the accuracy claim can be accepted as demonstrated.
major comments (3)
- [Section 3.2] The Monte Carlo uncertainty analysis draws the beaming parameter eta from a Gaussian around the Mainzer et al. (2011a) eta-alpha relation using only the formal slope and intercept uncertainties of that relation, rather than the intrinsic scatter of individual objects around it. This matters because several Table 1 targets have phase angles near or above the range where the relation is well calibrated (e.g., 1994 PC1 at 79.9 deg, 2000 EE14 at 78.1 deg, 2000 NM at 74.6 deg, and Sigurd at 90.3 deg). At 10.5 um, the NEATM flux scales roughly as eta^{-1.4} for fixed diameter, so D scales as eta^{0.7}; a systematic eta error of 0.2 shifts D by about 15% and pV (proportional to D^{-2}) by about 30%. A bias of this size is comparable to or larger than the quoted random uncertainties, and it is not captured by the Table 2 error bars. Please propagate the intrinsic scatter of the Mainzer et al. relation (or an independent eta prior) into the Monte Carlo, restrict the accuracy claim to objects whose phase angles lie within the calibrated range, or demonstrate with the multiband targets (e.g., 7482 and 23 Thalia) that the relation matches a free-eta fit.
- [Section 5.1 and Table 2] The validation of the central accuracy claim is under-specified. The paper states that 21 of the 31 NEOs have previous diameter measurements and that the average ratios D(us)/D(literature)=0.95 and pV(us)/pV(literature)=1.3 are computed 'after excluding those measurements with poor detections,' but it does not state how many objects enter the final averages or how the non-detections and limit measurements for Eger, 2000 EE14, 2006 DP14, and 1989 ML are handled. The comparison is also partially circular with respect to the beaming parameter: many of the literature values are themselves NEATM single-band results obtained with the same family of eta-alpha relations (e.g., Mainzer et al. 2011a and ExploreNEOs), so a common eta bias would cancel in the ratios and would not be detected. The paper's own note in Section 5.1 that one object required a taxonomy-based eta prior is internal evidence that the Mainzer relation is not universal. Please report the comparison sample size and the list of objects after exclusions, show a per-object comparison plot with uncertainties, and add a systematic eta term to the accuracy statement so that the 20%/50% claim is not over-stated.
- [Section 5.1 and Section 3.2] The treatment of calibration systematics is internally inconsistent. Section 2.3.1 quotes calibration uncertainties of 10-15%, Section 3.2 includes a flat 10% flux uncertainty in the Monte Carlo, and Section 5.1 then attributes possible diameter underestimation to 'typical flux underestimations of about 5%' that 'can result in an underestimation of the diameter of as much as 25%.' Since thermal flux scales approximately as D^2 at fixed temperature, a 5% flux error produces roughly a 2.5% diameter error unless additional systematic effects are being invoked. The paper should clarify whether the 25% figure is meant to include the beaming-parameter systematics, and it should add that combined systematic to the reported uncertainties in Table 2 rather than presenting it only as a post-hoc explanation.
minor comments (6)
- [Abstract and Section 4] The abstract states '42 observations of 31 NEOs,' while Section 4 states '44 observations of 33 unique targets' observed from 2022 to 2024; the numbers should be reconciled, especially because Table 1 includes a comet and main-belt asteroids.
- [Section 5.1] The object referred to as 'NEO 2005 TY16' appears to be a typo for (170891) 2004 TY16, which is the D-type target listed in Tables 1 and 2.
- [Section 5.2.3] The Didymos post-impact observations are dated '2023 September 27' and 'October 6' in the text, but Table 1 and the DART timeline indicate 2022 September 27 and 2022 October 6; please correct the year.
- [Section 2.3.2] The calibration offset of 0.36 mags is mentioned but it is not stated whether this offset is applied to all MOC photometry or only reported as a check; please clarify.
- [Section 5.2.6] The statement that MIRSI 'currently lacks a 20 um entrance window' is hard to reconcile with the claim in Section 2.2 that the instrument covers the 17-26 um atmospheric window; please clarify whether this refers to the available filter set or to a hardware limitation.
- [Tables 2 and Figure 5] Several Table 2 entries have pV uncertainties that span almost the full physical range (e.g., 2002 AL14 with pV=0.40+0.86-0.49), and Figure 5 plots these as if they were point measurements; consider using different symbols for upper limits and for detections below 5 sigma, and consider excluding non-detections from the average ratios in Section 5.1.
Circularity Check
No load-bearing circularity; the only circular element is a minor in-band color-correction self-consistency, while the eta-alpha prior is external and the literature benchmarks are independent.
-
other
[Section 2.4 (In-band flux correction), Eq. (1)]
"For the asteroid thermal spectrum, we assumed a visible albedo pV of 0.15 and the geometry conditions at the time of the observation (see Table 1). ... We find that correction factors ranged between 0.9 and 1.2 and averaged around 0.97 for the NEOs observed here at the N-band; ultimately, each measured flux was divided by each correction f."
The calibration of the measured N-band flux uses a color-correction factor f computed from a NEATM SED B(lambda) evaluated with an assumed albedo pV=0.15, i.e., a prior on the very quantity that the subsequent NEATM/Monte-Carlo analysis (Sections 3.2 and 5.1) claims to derive. The corrected flux enters the diameter fit and the albedo follows from D and H, so the assumed pV is embedded in the input to the derivation. The loop is weak, however: f is close to unity (0.9-1.2, mean ~0.97) and the derived pV values are not forced to 0.15 (they span 0.04-0.53), so this is a small self-consistency rather than a fitted parameter renamed as a prediction.
full rationale
The central derivation chain is otherwise self-contained and not circular. Fluxes are calibrated against Cohen et al. (1999) standard stars, H comes from simultaneous MOC photometry, and the single-band NEATM fits use eta from the external Mainzer et al. (2011a) eta-alpha relation rather than fitting eta to the MIRSI data; the Monte Carlo therefore propagates, rather than manufactures, the eta uncertainty. The diameter/albedo validation is computed against literature values, several of which come from the same NEOWISE/ExploreNEOs community that includes co-authors (Trilling, Hora), but those are published external data sets and the D ratio 0.95 / pV ratio 1.3 is an independent measurement. The 'expected 20%/50%' benchmark from Harris et al. (2011) is a same-team citation, but it is not the argument that the MIRSI results are correct; the paper's own comparison supplies that content. The one genuinely circular element is the in-band correction's assumed pV, which is a minor prior embedded in calibration and does not drive the main size and albedo results.
Assumptions & free parameters
free parameters (6)
- Beaming parameter eta =
Per-object, from Mainzer et al. (2011a) relation eta = (0.00963 +/- 0.00015)*alpha + 0.761 +/- 0.009; free in…
- Assumed visible albedo for in-band flux correction =
0.15
- G slope parameter for H-G phase function =
0.15 (C/unknown), 0.25 (S), 0.4 (X)
- V-r color correction =
0.386 (S), 0.323 (X), 0.308 (C), 0.397 (V), 0.346 (average)
- Ejecta blackbody temperature and effective diameter =
T=195 K, D_eff=3.31 km for Didymos ejecta on 2022-09-27
- Thermal emissivity =
0.95
assumptions (7)
- domain assumption NEATM is a valid description of thermal emission from NEOs
- domain assumption Mainzer eta-alpha relation applies to all observed NEOs
- domain assumption H-G phase function with assumed G is appropriate
- domain assumption MOC SDSS-r photometry has a stable calibration offset
- domain assumption Cohen et al. (1999) standard star absolute fluxes are correct
- standard math ATRAN atmospheric transmission model is accurate
- ad hoc to paper Ejecta can be modeled as a single-temperature blackbody sphere
Cite this review
Pith. "Pith review of Thermal and Optical Characterization of Near-Earth Objects: Science Commissioning of the Recently Upgraded Mid-Infrared Camera MIRSI on the NASA Infrared Telescope Facility." pith.science (2026). https://pith.science/paper/SPJA3WRE
@misc{pith2026250613943,
author = {Pith},
title = {Pith review of: Thermal and Optical Characterization of Near-Earth Objects: Science Commissioning of the Recently Upgraded Mid-Infrared Camera MIRSI on the NASA Infrared Telescope Facility},
year = {2026},
howpublished = {\url{https://pith.science/paper/SPJA3WRE}},
note = {Machine review of arXiv:2506.13943}
}
read the original abstract
Mid-infrared (mid-IR) observations of Near-Earth Objects (NEOs) have historically been a valuable tool for understanding their physical properties. However, the current state of mid-IR instruments on ground-based telescopes places several limitations on performing thermal characterization of NEOs. The complexity of maintaining these instruments in operational conditions on telescopes has led to their decommissioning. Here, we present the first science commissioning observations out to 12.5 microns from the upgraded Mid-Infrared Spectrograph and Imager (MIRSI) at the NASA-IRTF. We obtained 42 observations of 31 NEOs and derived their diameters and albedos. Since MIRSI allows simultaneous optical observations with its MIRSI Optical Camera (MOC), we were able to determine the absolute magnitude for most of the targets at the time of the thermal acquisition. We present ejecta characterization for the Didymos system from observations made 11 hours and 9 days after the Double Asteroid Redirection Test (DART) impact. We present albedo and size measurements for (98943) Torifune 2001 CC21, the fly-by target of the Japanese Extended Hayabusa2 Mission. We also highlight several applications that the MIRSI system will provide for future airless body characterization, such as constraining thermal inertia from simultaneous optical and thermal lightcurves. This work also demonstrates the importance of having MIRSI as an available rapid-response instrument for planetary defense purposes.
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Works this paper leans on
-
[1]
Al ´ ı-Lagoa, V., M¨ uller, T. G., Usui, F., & Hasegawa, S. 2018, A&A, 612, A85, doi: 10.1051/0004-6361/201731806 Astropy Collaboration, Robitaille, T. P., Tollerud, E. J., et al. 2013, A&A, 558, A33, doi: 10.1051/0004-6361/201322068 5 https://irtfweb.ifa.hawaii.edu/∼opihi/
-
[2]
2023, A&A, 671, A151, doi: 10.1051/0004-6361/202244878
Berthier, J., Carry, B., Mahlke, M., & Normand, J. 2023, A&A, 671, A151, doi: 10.1051/0004-6361/202244878
-
[3]
1996, A&AS, 117, 393, doi: 10.1051/aas:1996164
Bertin, E., & Arnouts, S. 1996, A&AS, 117, 393, doi: 10.1051/aas:1996164
-
[4]
Binzel, R. P., PEROZZI, E., RIVKIN, A. S., et al. 2004, Meteoritics & Planetary Science, 39, 351, doi: https://doi.org/10.1111/j.1945-5100.2004.tb00098.x 18
arXiv 2004
-
[5]
Binzel, R. P., DeMeo, F. E., Turtelboom, E. V., et al. 2019, Icarus, 324, 41, doi: 10.1016/j.icarus.2018.12.035
-
[6]
1989, in Asteroids II, ed
Bowell, E., Hapke, B., Domingue, D., et al. 1989, in Asteroids II, ed. R. P. Binzel, T. Gehrels, & M. S. Matthews, 524–556
1989
-
[7]
2022, Planetary and Space Science, 220, 105533, doi: https://doi.org/10.1016/j.pss.2022.105533
Brisset, J., S´ anchez, P., Cox, C., et al. 2022, Planetary and Space Science, 220, 105533, doi: https://doi.org/10.1016/j.pss.2022.105533
arXiv 2022
-
[8]
Britt, D. T., & Consolmagno, G. J. 2003, Meteoritics and Planetary Science, 38, 1161, doi: 10.1111/j.1945-5100.2003.tb00305.x
arXiv 2003
Show all 93 references
-
[9]
2012, Planetary and Space Science, 73, 98, doi: https://doi.org/10.1016/j.pss.2012.03.009
Carry, B. 2012, Planetary and Space Science, 73, 98, doi: https://doi.org/10.1016/j.pss.2012.03.009
2012 doi
-
[10]
G., Barlow, M
Cohen, M., Walker, R. G., Barlow, M. J., & Deacon, J. R. 1992, AJ, 104, 1650, doi: 10.1086/116349
1992 doi
-
[11]
G., Carter, B., et al
Cohen, M., Walker, R. G., Carter, B., et al. 1999, AJ, 117, 1864, doi: 10.1086/300813
1999 doi
-
[12]
T., Ernst, C
Daly, R. T., Ernst, C. M., Barnouin, O. S., et al. 2023, Nature, 616, 443, doi: 10.1038/s41586-023-05810-5
2023 doi
-
[13]
T., Ernst, C
Daly, R. T., Ernst, C. M., Barnouin, O. S., et al. 2024, The Planetary Science Journal, 5, 24, doi: 10.3847/PSJ/ad0b07 De Buizer, J., & Fisher, R. 2005, in High Resolution Infrared Spectroscopy in Astronomy, 84–87, doi: 10.1007/10995082 12 Delb´ o, M., Harris, A. W., Binzel, R...
2024 doi
-
[14]
Davies, J. K. 2003, Icarus, 166, 116, doi: https://doi.org/10.1016/j.icarus.2003.07.002 Delb´ o, M., Mueller, M., Emery, J. P., Rozitis, B., & Capria, M. T. 2015, in Asteroids IV, 107–128, doi: 10.2458/azu uapress 9780816532131-ch006
2003 doi
-
[15]
E., Binzel, R
DeMeo, F. E., Binzel, R. P., Slivan, S. M., & Bus, S. J. 2009, Icarus, 202, 160, doi: 10.1016/j.icarus.2009.02.005
2009 doi
-
[16]
K., Hora, J
Deutsch, L. K., Hora, J. L., Adams, J. D., & Kassis, M. 2003, in Instrument Design and Performance for Optical/Infrared Ground-based Telescopes, ed. M. Iye & A. F. M. Moorwood, Vol. 4841, International Society for Optics and Photonics (SPIE), 106 – 116, doi: 10.1117/12.461436
2003 doi
-
[17]
2002, Icarus, 155, 205, doi: https://doi.org/10.1006/icar.2001.6764
Domingue, D., Robinson, M., Carcich, B., et al. 2002, Icarus, 155, 205, doi: https://doi.org/10.1006/icar.2001.6764
2002
-
[18]
L., Burbine, T
Dunn, T. L., Burbine, T. H., Bottke, W. F., & Clark, J. P. 2013, Icarus, 222, 273, doi: https://doi.org/10.1016/j.icarus.2012.11.007
2013 doi
-
[20]
2013, emcee: The MCMC Hammer, Astrophysics Source Code Library, record ascl:1303.002
Foreman-Mackey, D., Conley, A., Meierjurgen Farr, W., et al. 2013, emcee: The MCMC Hammer, Astrophysics Source Code Library, record ascl:1303.002
2013
-
[21]
2024, A&A, 688, L7, doi: 10.1051/0004-6361/202450447
Fornasier, S., Dotto, E., Panuzzo, P., et al. 2024, A&A, 688, L7, doi: 10.1051/0004-6361/202450447
2024 doi
-
[22]
W., & Chillemi, J
Fowler, J. W., & Chillemi, J. R. 1992, The IRAS Minor Planet Survey 17, 43, Phillips Laboratory, Hanscom AF
1992
-
[23]
2022, Minor Planet Bulletin, 49, 200
Franco, L., Marchini, A., Papini, R., et al. 2022, Minor Planet Bulletin, 49, 200
2022
-
[24]
2015, Planetary and Space Science, 111, 155, doi: https://doi.org/10.1016/j.pss.2015.04.004
Galache, J., Beeson, C., McLeod, K., & Elvis, M. 2015, Planetary and Space Science, 111, 155, doi: https://doi.org/10.1016/j.pss.2015.04.004
2015 doi
-
[25]
2023, MNRAS, 525, L17, doi: 10.1093/mnrasl/slad073
Geem, J., Ishiguro, M., Granvik, M., et al. 2023, MNRAS, 525, L17, doi: 10.1093/mnrasl/slad073
2023 doi
-
[26]
Giorgini, J. D. 2015, in IAU General Assembly, Vol. 29, 2256293
2015
-
[27]
Gulbis, A. A. S., Elliot, J. L., Rojas, F. E., et al. 2010, in AAS/Division for Planetary Sciences Meeting Abstracts, Vol. 42, AAS/Division for Planetary Sciences Meeting Abstracts #42, 49.14
2010
-
[28]
Gulbis, A. A. S., Bus, S. J., Elliot, J. L., et al. 2011, PASP, 123, 461, doi: 10.1086/659636
2011 doi
-
[29]
E., Mommert, M., et al
Gustafsson, A., Trilling, D. E., Mommert, M., et al. 2019, The Astronomical Journal, 158, 67, doi: 10.3847/1538-3881/ab29ea
2019 doi
-
[30]
S., Tokunaga, A
Hanner, M. S., Tokunaga, A. T., Veeder, G. J., & A’Hearn, M. F. 1984, AJ, 89, 162, doi: 10.1086/113495 Hanuˇ s, J., Marchis, F., &ˇDurech, J. 2013, Icarus, 226, 1045, doi: 10.1016/j.icarus.2013.07.023
1984 doi
-
[31]
Harris, A. W. 1998, Icarus, 131, 291, doi: 10.1006/icar.1997.5865
1998
-
[33]
W., & Lagerros, J
Harris, A. W., & Lagerros, J. S. V. 2002, in Asteroids III, 205–218
2002
-
[34]
W., Mommert, M., Hora, J
Harris, A. W., Mommert, M., Hora, J. L., et al. 2011, The Astronomical Journal, 141, 75, doi: 10.1088/0004-6256/141/3/75
2011 doi
-
[35]
R., Millman, K
Harris, C. R., Millman, K. J., van der Walt, S. J., et al. 2020, Nature, 585, 357, doi: 10.1038/s41586-020-2649-2
2020 doi
-
[36]
2021, Advances in Space Research, 68, 1533, doi: https://doi.org/10.1016/j.asr.2021.03.030
Hirabayashi, M., Mimasu, Y., Sakatani, N., et al. 2021, Advances in Space Research, 68, 1533, doi: https://doi.org/10.1016/j.asr.2021.03.030
2021 doi
-
[37]
F., Fazio, G
Hoffmann, W. F., Fazio, G. G., Shivanandan, K., Hora, J. L., & Deutsch, L. K. 1994, Infrared Physics and Technology, 35, 175, doi: 10.1016/1350-4495(94)90079-5 19
1994 doi
-
[38]
L., Trilling, D., Mommert, M., et al
Hora, J. L., Trilling, D., Mommert, M., et al. 2015, in AAS/Division for Planetary Sciences Meeting Abstracts, Vol. 47, AAS/Division for Planetary Sciences Meeting Abstracts #47, 312.21
2015
-
[39]
L., Trilling, D
Hora, J. L., Trilling, D. E., L´ opez-Oquendo, A. J., et al. 2024, PASP, 136, 105003, doi: 10.1088/1538-3873/ad75ba
2024 doi
-
[40]
Hunter, J. D. 2007, Computing in Science and Engineering, 9, 90, doi: 10.1109/MCSE.2007.55
2007 doi
-
[41]
2023, The Astrophysical Journal Letters, 959, L12, doi: 10.3847/2041-8213/ad0fdd
Kareta, T., Thomas, C., Li, J.-Y., et al. 2023, The Astrophysical Journal Letters, 959, L12, doi: 10.3847/2041-8213/ad0fdd
2023 doi
-
[42]
Tollestrup, E. V. 2008, PASP, 120, 1271, doi: 10.1086/595711
2008 doi
-
[43]
Kwiatkowski, T., Buckley, D. A. H., O’Donoghue, D., et al. 2010, A&A, 509, A94, doi: 10.1051/0004-6361/200913152
2010 doi
-
[44]
2023, in LPI Contributions, Vol
Lazzarin, M., La Forgia, F., Migliorini, A., et al. 2023, in LPI Contributions, Vol. 2806, 54th Lunar and Planetary Science Conference, 2080
2023
-
[45]
2005, Monthly Notices of the Royal Astronomical Society, 359, 1575, doi: 10.1111/j.1365-2966.2005.09006.x
Lazzarin, M., Marchi, S., Magrin, S., & Licandro, J. 2005, Monthly Notices of the Royal Astronomical Society, 359, 1575, doi: 10.1111/j.1365-2966.2005.09006.x
2005
-
[46]
A., Carvano, J
Lazzaro, D., Angeli, C. A., Carvano, J. M., et al. 2004, Icarus, 172, 179, doi: 10.1016/j.icarus.2004.06.006
2004 doi
-
[47]
L., et al
Li, J.-Y., Hirabayashi, M., Farnham, T. L., et al. 2023, Nature, 616, 452, doi: 10.1038/s41586-023-05811-4
2023 doi
-
[48]
2008, A&A, 481, 861, doi: 10.1051/0004-6361:20078340 L´ opez-Oquendo, A., Trilling, D., & Mommert, M
Licandro, J., Alvarez-Candal, A., de Le´ on, J., et al. 2008, A&A, 481, 861, doi: 10.1051/0004-6361:20078340 L´ opez-Oquendo, A., Trilling, D., & Mommert, M. 2023, in AAS/Division for Planetary Sciences Meeting Abstracts, Vol. 55, AAS/Division for Planetary Sciences Meeting Ab...
2008 doi
-
[49]
Lord, S. D. 1992, A new software tool for computing Earth’s atmospheric transmission of near- and far-infrared radiation, NASA Technical Memorandum 103957 L´ opez-Oquendo, A., Trilling, D. E., Gustafsson, A., et al. 2022, PSJ, 3, 189, doi: 10.3847/PSJ/ac7e4f L´ opez-Oquendo, A...
1992 doi
-
[50]
2021, Icarus, 354, 114094, doi: https://doi.org/10.1016/j.icarus.2020.114094
Mahlke, M., Carry, B., & Denneau, L. 2021, Icarus, 354, 114094, doi: https://doi.org/10.1016/j.icarus.2020.114094
2021
-
[51]
Mainzer, A., Usui, F., & Trilling, D. E. 2015, in Asteroids IV, 89–106, doi: 10.2458/azu uapress 9780816532131-ch005
2015 doi
-
[52]
2011a, ApJ, 743, 156, doi: 10.1088/0004-637X/743/2/156
Mainzer, A., Grav, T., Bauer, J., et al. 2011a, ApJ, 743, 156, doi: 10.1088/0004-637X/743/2/156
-
[53]
2011b, ApJ, 741, 90, doi: 10.1088/0004-637X/741/2/90
Mainzer, A., Grav, T., Masiero, J., et al. 2011b, ApJ, 741, 90, doi: 10.1088/0004-637X/741/2/90
-
[54]
R., Wright, E
Masiero, J. R., Wright, E. L., & Mainzer, A. K. 2021, PSJ, 2, 32, doi: 10.3847/PSJ/abda4d
2021 doi
-
[55]
R., Mainzer, A
Masiero, J. R., Mainzer, A. K., Grav, T., et al. 2011, ApJ, 741, 68, doi: 10.1088/0004-637X/741/2/68
2011 doi
-
[56]
2022, in Hayabusa2 Asteroid Sample Return Mission, ed
Mimasu, Y., Kikuchi, S., Takei, Y., et al. 2022, in Hayabusa2 Asteroid Sample Return Mission, ed. M. Hirabayashi & Y. Tsuda (Elsevier), 557–571, doi: https://doi.org/10.1016/B978-0-323-99731-7.00027-1
2022 doi
-
[57]
C., Tancredi, G., et al
Moreno, F., Bagatin, A. C., Tancredi, G., et al. 2023, The Planetary Science Journal, 4, 138, doi: 10.3847/PSJ/ace827
2023 doi
-
[58]
1976, Icarus, 28, 125, doi: 10.1016/0019-1035(76)90094-4
Morrison, D. 1976, Icarus, 28, 125, doi: 10.1016/0019-1035(76)90094-4
1976 doi
-
[59]
L., et al
Mueller, M., Delbo’, M., Hora, J. L., et al. 2011, The Astronomical Journal, 141, 109, doi: 10.1088/0004-6256/141/4/109
2011 doi
-
[60]
P., Opitom, C., Snodgrass, C., et al
Murphy, B. P., Opitom, C., Snodgrass, C., et al. 2023, PSJ, 4, 238, doi: 10.3847/PSJ/ad0a87
2023 doi
-
[61]
R., Mainzer, A., Masiero, J., et al
Nugent, C. R., Mainzer, A., Masiero, J., et al. 2015, The Astrophysical Journal, 814, 117, doi: 10.1088/0004-637X/814/2/117
2015 doi
-
[62]
R., Mainzer, A., Bauer, J., et al
Nugent, C. R., Mainzer, A., Bauer, J., et al. 2016, AJ, 152, 63, doi: 10.3847/0004-6256/152/3/63
2016 doi
-
[63]
2023, A&A, 671, L11, doi: 10.1051/0004-6361/202345960
Opitom, C., Murphy, B., Snodgrass, C., et al. 2023, A&A, 671, L11, doi: 10.1051/0004-6361/202345960
2023 doi
- [64]
-
[65]
Pravec, P., & Harris, A. W. 2000, Icarus, 148, 12, doi: https://doi.org/10.1006/icar.2000.6482
2000
-
[66]
2012, Icarus, 221, 365, doi: https://doi.org/10.1016/j.icarus.2012.07.026
Hornoch, K. 2012, Icarus, 221, 365, doi: https://doi.org/10.1016/j.icarus.2012.07.026
2012 doi
-
[67]
D., Jutzi, M., Merrill, C
Raducan, S. D., Jutzi, M., Merrill, C. C., et al. 2024, PSJ, 5, 79, doi: 10.3847/PSJ/ad29f6
2024 doi
-
[68]
T., Toomey, D
Rayner, J. T., Toomey, D. W., Onaka, P. M., et al. 2003, PASP, 115, 362, doi: 10.1086/367745
2003 doi
-
[69]
S., Dotson, J., et al
Reddy, V., Kelley, M. S., Dotson, J., et al. 2022, PSJ, 3, 123, doi: 10.3847/PSJ/ac66eb
2022 doi
-
[70]
S., Benner, L., et al
Reddy, V., Kelley, M. S., Benner, L., et al. 2024, The Planetary Science Journal, 5, 141, doi: 10.3847/PSJ/ad4a6d
2024 doi
-
[71]
S., Farnocchia, D., et al
Reddy, V., Kelley, M. S., Farnocchia, D., et al. 2024, PSJ, accepted
2024
-
[72]
H., Wright, G
Rieke, G. H., Wright, G. S., B¨ oker, T., et al. 2015, Publications of the Astronomical Society of the Pacific, 127, 584, doi: 10.1086/682252
2015 doi
-
[73]
S., Chabot, N
Rivkin, A. S., Chabot, N. L., Stickle, A. M., et al. 2021, The Planetary Science Journal, 2, 173, doi: 10.3847/PSJ/ac063e 20
2021 doi
-
[74]
S., Thomas, C
Rivkin, A. S., Thomas, C. A., Wong, I., et al. 2023, PSJ, 4, 214, doi: 10.3847/PSJ/ad04d8
2023 doi
-
[75]
E., Fitzsimmons, A., Young, D
Robinson, J. E., Fitzsimmons, A., Young, D. R., et al. 2024, Monthly Notices of the Royal Astronomical Society, 531, 304, doi: 10.1093/mnras/stae966
2024 doi
-
[76]
R., et al
Rossi, A., Marzari, F., Brucato, J. R., et al. 2022, The Planetary Science Journal, 3, 118, doi: 10.3847/PSJ/ac686c
2022 doi
-
[77]
X., Milam, S
Roth, N. X., Milam, S. N., Remijan, A. J., et al. 2023, PSJ, 4, 206, doi: 10.3847/PSJ/acfcaa
2023 doi
-
[78]
F., Jackson, S
Rozitis, B., Green, S. F., Jackson, S. L., et al. 2024, PSJ, 5, 66, doi: 10.3847/PSJ/ad23eb
2024 doi
-
[79]
2018, Icarus, 304, 183, doi: https://doi.org/10.1016/j.icarus.2017.05.029
Scheeres, D. 2018, Icarus, 304, 183, doi: https://doi.org/10.1016/j.icarus.2017.05.029
2018 doi
-
[80]
M., Hicks, M., Lawrence, K., et al
Somers, J. M., Hicks, M., Lawrence, K., et al. 2010, in AAS/Division for Planetary Sciences Meeting Abstracts, Vol. 42, AAS/Division for Planetary Sciences Meeting Abstracts #42, 13.16
2010
-
[81]
Su, K. Y. L., Rieke, G. H., Misselt, K. A., et al. 2005, ApJ, 628, 487, doi: 10.1086/430819
2005 doi
-
[82]
Tholen, D. J. 1989, in Asteroids II, ed. R. P. Binzel, T. Gehrels, & M. S. Matthews, 1139–1150
1989
-
[83]
A., Emery, J
Thomas, C. A., Emery, J. P., Trilling, D. E., et al. 2014, Icarus, 228, 217, doi: 10.1016/j.icarus.2013.10.004
2014 doi
-
[84]
A., Trilling, D
Thomas, C. A., Trilling, D. E., Emery, J. P., et al. 2011, AJ, 142, 85, doi: 10.1088/0004-6256/142/3/85
2011 doi
-
[85]
A., Naidu, S
Thomas, C. A., Naidu, S. P., Scheirich, P., et al. 2023, Nature, 616, 448, doi: 10.1038/s41586-023-05805-2
2023 doi
- [86]
-
[87]
E., Bryden, G., Beichman, C
Trilling, D. E., Bryden, G., Beichman, C. A., et al. 2008, ApJ, 674, 1086, doi: 10.1086/525514
2008 doi
-
[88]
E., Mueller, M., Hora, J
Trilling, D. E., Mueller, M., Hora, J. L., et al. 2010, The Astronomical Journal, 140, 770, doi: 10.1088/0004-6256/140/3/770
2010 doi
-
[89]
E., Mommert, M., Hora, J., et al
Trilling, D. E., Mommert, M., Hora, J., et al. 2016, The Astronomical Journal, 152, 172, doi: 10.3847/0004-6256/152/6/172
2016 doi
-
[90]
G., et al
Usui, F., Kuroda, D., M¨ uller, T. G., et al. 2011, PASJ, 63, 1117, doi: 10.1093/pasj/63.5.1117 Vereˇ s, P., Jedicke, R., Fitzsimmons, A., et al. 2015, Icarus, 261, 34, doi: https://doi.org/10.1016/j.icarus.2015.08.007
2011 doi
-
[91]
K., Marshall, S
Virkki, A. K., Marshall, S. E., Venditti, F. C. F., et al. 2022, The Planetary Science Journal, 3, 222, doi: 10.3847/PSJ/ac8b72
2022 doi
-
[92]
E., et al
Virtanen, P., Gommers, R., Oliphant, T. E., et al. 2020, Nature Methods, 17, 261, doi: 10.1038/s41592-019-0686-2
2020 doi
-
[93]
D., Green, S
Wolters, S. D., Green, S. F., McBride, N., & Davies, J. K. 2008, Icarus, 193, 535, doi: 10.1016/j.icarus.2007.08.011
2008 doi
-
[94]
L., Eisenhardt, P
Wright, E. L., Eisenhardt, P. R. M., Mainzer, A. K., et al. 2010, AJ, 140, 1868, doi: 10.1088/0004-6256/140/6/1868
2010 doi
-
[95]
S., Wright, D., Goodson, G
Wright, G. S., Wright, D., Goodson, G. B., et al. 2015, PASP, 127, 595, doi: 10.1086/682253
2015 doi
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