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Shimizu Y, Miyamoto H, Michel P. Diverse evolutionary pathways of spheroidal asteroids driven by rotation rate. Sci Rep 2025; 15:10284. [PMID: 40195388 PMCID: PMC11977021 DOI: 10.1038/s41598-025-94574-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Accepted: 03/14/2025] [Indexed: 04/09/2025] Open
Abstract
Asteroids preserve a continuous record of evolutionary processes since the early solar system. They can take various shapes that represent the cumulative results of their evolution. However, for those showing common characteristics, this does not mean that they followed the same evolutionary path. Here, we show that (101955) Bennu and (162173) Ryugu, two near-Earth asteroids with spheroidal shapes, have evolved through distinct pathways despite their similar shapes. Using high-resolution imagery from NASA's OSIRIS-REx and JAXA's Hayabusa2 spacecraft, we map ~ 200,000 boulders and find latitudinal particle size sorting on both bodies. This represents opposite directions of surface material movements driven by their different rotation periods (4.3 h for Bennu and 7.6 h for Ryugu): toward the equator on Bennu and toward the poles on Ryugu. Furthermore, the spatial distribution of large boulders on Bennu suggests a prior slower rotation (> 5 h), implying a past shape evolution similar to that of Ryugu. Our findings demonstrate that small variations in rotation period, on the scale of a few hours, can drastically change the gravitational field on an asteroid, sometimes even reversing local gravity direction. This drives complex and diverse evolutionary pathways of asteroids, resulting in top-shaped bodies and binary systems observed today.
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Affiliation(s)
- Yuta Shimizu
- Department of Systems Innovation, School of Engineering, The University of Tokyo, Tokyo, Japan
| | - Hideaki Miyamoto
- Department of Systems Innovation, School of Engineering, The University of Tokyo, Tokyo, Japan.
| | - Patrick Michel
- Department of Systems Innovation, School of Engineering, The University of Tokyo, Tokyo, Japan
- Observatoire de la Côte d'Azur, CNRS, Laboratoire Lagrange, Universite Côte d'Azur, Nice, France
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2
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Barnouin O, Ballouz RL, Marchi S, Vincent JB, Agrusa H, Zhang Y, Ernst CM, Pajola M, Tusberti F, Lucchetti A, Daly RT, Palmer E, Walsh KJ, Michel P, Sunshine JM, Rizos JL, Farnham TL, Richardson DC, Parro LM, Murdoch N, Robin CQ, Hirabayashi M, Kahout T, Asphaug E, Raducan SD, Jutzi M, Ferrari F, Hasselmann PHA, CampoBagatin A, Chabot NL, Li JY, Cheng AF, Nolan MC, Stickle AM, Karatekin O, Dotto E, Della Corte V, Mazzotta Epifani E, Rossi A, Gai I, Deshapriya JDP, Bertini I, Zinzi A, Trigo-Rodriguez JM, Beccarelli J, Ivanovski SL, Brucato JR, Poggiali G, Zanotti G, Amoroso M, Capannolo A, Cremonese G, Dall'Ora M, Ieva S, Impresario G, Lavagn M, Modenini D, Palumbo P, Perna D, Pirrotta S, Tortora P, Zannoni M, Rivkin AS. The geology and evolution of the Near-Earth binary asteroid system (65803) Didymos. Nat Commun 2024; 15:6202. [PMID: 39080262 PMCID: PMC11289119 DOI: 10.1038/s41467-024-50146-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 04/06/2024] [Indexed: 08/02/2024] Open
Abstract
Images collected during NASA's Double Asteroid Redirection Test (DART) mission provide the first resolved views of the Didymos binary asteroid system. These images reveal that the primary asteroid, Didymos, is flattened and has plausible undulations along its equatorial perimeter. At high elevations, its surface is rough and contains large boulders and craters; at low elevations its surface is smooth and possesses fewer large boulders and craters. Didymos' moon, Dimorphos, possesses an intimate mixture of boulders, several asteroid-wide lineaments, and a handful of craters. The surfaces of both asteroids include boulders that are large relative to their host body, suggesting that both asteroids are rubble piles. Based on these observations, our models indicate that Didymos has a surface cohesion ≤ 1 Pa and an interior cohesion of ∼10 Pa, while Dimorphos has a surface cohesion of <0.9 Pa. Crater size-frequency analyzes indicate the surface age of Didymos is 40-130 times older than Dimorphos, with likely absolute ages of ~ 12.5 Myr and <0.3 Myr, respectively. Solar radiation could have increased Didymos' spin rate leading to internal deformation and surface mass shedding, which likely created Dimorphos.
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Affiliation(s)
- Olivier Barnouin
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA.
| | | | | | | | - Harrison Agrusa
- University of the Côte d'Azur, Observatory of the Côte d'Azur, CNRS, Laboratory Lagrange, Nice, France
- University of Maryland, College Park, MD, USA
| | - Yun Zhang
- University of Michigan, Ann Arbor, MI, USA
| | - Carolyn M Ernst
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | | | | | | | - R Terik Daly
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | - Eric Palmer
- Planetary Science Institute, Tucson, AZ, USA
| | | | - Patrick Michel
- University of the Côte d'Azur, Observatory of the Côte d'Azur, CNRS, Laboratory Lagrange, Nice, France
- The University of Tokyo, Department of Systems Innovation, School of Engineering, Tokyo, Japan
| | | | - Juan L Rizos
- Institute of Astrophysics of Andalusia, CSIC, Granada, Spain
| | | | | | | | - Naomi Murdoch
- Superior Institute of Aeronautics and Space, University of Toulouse, Toulouse, France
| | - Colas Q Robin
- Superior Institute of Aeronautics and Space, University of Toulouse, Toulouse, France
| | - Masatoshi Hirabayashi
- Daniel Guggenheim School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | | | - Erik Asphaug
- Lunar and Planetary Laboratory, University of Arizona, Tuscon, AZ, USA
| | | | | | | | | | | | - Nancy L Chabot
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | | | - Andrew F Cheng
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | - Michael C Nolan
- Lunar and Planetary Laboratory, University of Arizona, Tuscon, AZ, USA
| | - Angela M Stickle
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | | | | | | | | | - Alessandro Rossi
- Institue of Applied Physics "Nello Carrara", CNR, Florence, Italy
| | - Igor Gai
- University of Bologna, Bologna, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | - Massimo Dall'Ora
- INAF- Astronomical Observatory of Capodimonte, Capodimonte, Italy
| | - Simone Ieva
- INAF- Astronomical Observatory of Rome, Rome, Italy
| | | | | | | | | | - Davide Perna
- INAF- Astronomical Observatory of Rome, Rome, Italy
| | | | | | | | - Andrew S Rivkin
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
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3
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Bigot J, Lombardo P, Murdoch N, Scheeres DJ, Vivet D, Zhang Y, Sunshine J, Vincent JB, Barnouin OS, Ernst CM, Daly RT, Sunday C, Michel P, Campo-Bagatin A, Lucchetti A, Pajola M, Rivkin AS, Chabot NL. The bearing capacity of asteroid (65803) Didymos estimated from boulder tracks. Nat Commun 2024; 15:6204. [PMID: 39080000 PMCID: PMC11289458 DOI: 10.1038/s41467-024-50149-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 05/14/2024] [Indexed: 08/02/2024] Open
Abstract
The bearing capacity - the ability of a surface to support applied loads - is an important parameter for understanding and predicting the response of a surface. Previous work has inferred the bearing capacity and trafficability of specific regions of the Moon using orbital imagery and measurements of the boulder tracks visible on its surface. Here, we estimate the bearing capacity of the surface of an asteroid for the first time using DART/DRACO images of suspected boulder tracks on the surface of asteroid (65803) Didymos. Given the extremely low surface gravity environment, special attention is paid to the underlying assumptions of the geotechnical approach. The detailed analysis of the boulder tracks indicates that the boulders move from high to low gravitational potential, and provides constraints on whether the boulders may have ended their surface motion by entering a ballistic phase. From the 9 tracks identified with sufficient resolution to estimate their dimensions, we find an average boulder track width and length of 8.9 ± 1.5 m and 51.6 ± 13.3 m, respectively. From the track widths, the mean bearing capacity of Didymos is estimated to be 70 N/m2, implying that every 1 m2 of Didymos' surface at the track location can support only ~70 N of force before experiencing general shear failure. This value is at least 3 orders of magnitude less than the bearing capacity of dry sand on Earth, or lunar regolith.
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Affiliation(s)
- J Bigot
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - P Lombardo
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - N Murdoch
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France.
| | | | - D Vivet
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - Y Zhang
- Department of Climate and Space Sciences and Engineering, University of Michigan, Ann Arbor, MI, USA
| | - J Sunshine
- University of Maryland, College Park, MD, USA
| | | | - O S Barnouin
- Johns Hopkins Applied Physics Laboratory, Laurel, MD, USA
| | - C M Ernst
- Johns Hopkins Applied Physics Laboratory, Laurel, MD, USA
| | - R T Daly
- Johns Hopkins Applied Physics Laboratory, Laurel, MD, USA
| | - C Sunday
- University of Maryland, College Park, MD, USA
| | - P Michel
- Université Côte d'Azur, Observatoire de la Côte d'Azur, CNRS, Laboratoire Lagrange, Nice, France
| | | | - A Lucchetti
- INAF-OAPD Astronomical Observatory of Padova, Padova, Italy
| | - M Pajola
- INAF-OAPD Astronomical Observatory of Padova, Padova, Italy
| | - A S Rivkin
- Johns Hopkins Applied Physics Laboratory, Laurel, MD, USA
| | - N L Chabot
- Johns Hopkins Applied Physics Laboratory, Laurel, MD, USA
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4
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Robin CQ, Duchene A, Murdoch N, Vincent JB, Lucchetti A, Pajola M, Ernst CM, Daly RT, Barnouin OS, Raducan SD, Michel P, Hirabayashi M, Stott A, Cuervo G, Jawin ER, Trigo-Rodriguez JM, Parro LM, Sunday C, Vivet D, Mimoun D, Rivkin AS, Chabot NL. Mechanical properties of rubble pile asteroids (Dimorphos, Itokawa, Ryugu, and Bennu) through surface boulder morphological analysis. Nat Commun 2024; 15:6203. [PMID: 39079972 PMCID: PMC11289397 DOI: 10.1038/s41467-024-50147-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 05/17/2024] [Indexed: 08/02/2024] Open
Abstract
Planetary defense efforts rely on estimates of the mechanical properties of asteroids, which are difficult to constrain accurately from Earth. The mechanical properties of asteroid material are also important in the interpretation of the Double Asteroid Redirection Test (DART) impact. Here we perform a detailed morphological analysis of the surface boulders on Dimorphos using images, the primary data set available from the DART mission. We estimate the bulk angle of internal friction of the boulders to be 32.7 ± 2. 5° from our measurements of the roundness of the 34 best-resolved boulders ranging in size from 1.67-6.64 m. The elongated nature of the boulders around the DART impact site implies that they were likely formed through impact processing. Finally, we find striking similarities in the morphology of the boulders on Dimorphos with those on other rubble pile asteroids (Itokawa, Ryugu and Bennu). This leads to very similar internal friction angles across the four bodies and suggests that a common formation mechanism has shaped the boulders. Our results provide key inputs for understanding the DART impact and for improving our knowledge about the physical properties, the formation and the evolution of both near-Earth rubble-pile and binary asteroids.
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Affiliation(s)
- Colas Q Robin
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France.
| | - Alexia Duchene
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - Naomi Murdoch
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | | | | | | | - Carolyn M Ernst
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | - R Terik Daly
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | | | | | - Patrick Michel
- Côte d'Azur University, Côte d'Azur Observatory, CNRS, Lagrange Laboratory, Nice, France
- The University of Tokyo, Department of Systems Innovation, School of Engineering, Tokyo, Japan
| | | | - Alexander Stott
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - Gabriela Cuervo
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - Erica R Jawin
- Smithonian National Air and Space Museum, Washington, DC, USA
| | - Josep M Trigo-Rodriguez
- Institute of Space Sciences (CSIC-IEEC), Campus UAB, Carrer Can Magrans s/n, Cerdanyola del Valles, Barcelona, Catalonia, Spain
| | - Laura M Parro
- IUFACyT, Alicante University, San Vicente del Raspeig, 03080, Alicante, Spain
| | - Cecily Sunday
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
- University of Maryland, College Park, MD, USA
| | - Damien Vivet
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - David Mimoun
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - Andrew S Rivkin
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
| | - Nancy L Chabot
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA
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5
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Lucchetti A, Cambioni S, Nakano R, Barnouin OS, Pajola M, Penasa L, Tusberti F, Ramesh KT, Dotto E, Ernst CM, Daly RT, Mazzotta Epifani E, Hirabayashi M, Parro L, Poggiali G, Campo Bagatin A, Ballouz RL, Chabot NL, Michel P, Murdoch N, Vincent JB, Karatekin Ö, Rivkin AS, Sunshine JM, Kohout T, Deshapriya JDP, Hasselmann PHA, Ieva S, Beccarelli J, Ivanovski SL, Rossi A, Ferrari F, Rossi C, Raducan SD, Steckloff J, Schwartz S, Brucato JR, Dall'Ora M, Zinzi A, Cheng AF, Amoroso M, Bertini I, Capannolo A, Caporali S, Ceresoli M, Cremonese G, Della Corte V, Gai I, Gomez Casajus L, Gramigna E, Impresario G, Lasagni Manghi R, Lavagna M, Lombardo M, Modenini D, Palumbo P, Perna D, Pirrotta S, Tortora P, Zannoni M, Zanotti G. Fast boulder fracturing by thermal fatigue detected on stony asteroids. Nat Commun 2024; 15:6206. [PMID: 39080275 PMCID: PMC11289370 DOI: 10.1038/s41467-024-50145-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 05/09/2024] [Indexed: 08/02/2024] Open
Abstract
Spacecraft observations revealed that rocks on carbonaceous asteroids, which constitute the most numerous class by composition, can develop millimeter-to-meter-scale fractures due to thermal stresses. However, signatures of this process on the second-most populous group of asteroids, the S-complex, have been poorly constrained. Here, we report observations of boulders' fractures on Dimorphos, which is the moonlet of the S-complex asteroid (65803) Didymos, the target of NASA's Double Asteroid Redirection Test (DART) planetary defense mission. We show that the size-frequency distribution and orientation of the mapped fractures are consistent with formation through thermal fatigue. The fractures' preferential orientation supports that these have originated in situ on Dimorphos boulders and not on Didymos boulders later transferred to Dimorphos. Based on our model of the fracture propagation, we propose that thermal fatigue on rocks exposed on the surface of S-type asteroids can form shallow, horizontally propagating fractures in much shorter timescales (100 kyr) than in the direction normal to the boulder surface (order of Myrs). The presence of boulder fields affected by thermal fracturing on near-Earth asteroid surfaces may contribute to an enhancement in the ejected mass and momentum from kinetic impactors when deflecting asteroids.
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Affiliation(s)
- A Lucchetti
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy.
| | - S Cambioni
- Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - R Nakano
- Daniel Guggenheim School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Department of Aerospace Engineering, Auburn University, Auburn, AL, 36849, USA
| | - O S Barnouin
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - M Pajola
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - L Penasa
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - F Tusberti
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - K T Ramesh
- Johns Hopkins University, Baltimore, MD, USA
| | - E Dotto
- INAF-Osservatorio Astronomico di Roma, Monte Porzio Catone, Roma, Italy
| | - C M Ernst
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - R T Daly
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | | | - M Hirabayashi
- Daniel Guggenheim School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
- Department of Aerospace Engineering, Auburn University, Auburn, AL, 36849, USA
| | - L Parro
- IUFACyT. Universidad de Alicante, Alicante, Spain
- University of Arizona, Tucson, AZ, USA
- Universidad Complutense, Madrid, Spain
| | - G Poggiali
- INAF-Osservatorio Astrofisico di Arcetri, Firenze, Italy
- LESIA-Observatorie de Paris PSL, Paris, France
| | - A Campo Bagatin
- IUFACyT. Universidad de Alicante, Alicante, Spain
- Departamento de Física, Ingeniería de Sistemas y Teoría de la Señal, Universidad de Alicante, Alicante, Spain
| | - R-L Ballouz
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - N L Chabot
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - P Michel
- Université Côte d'Azur, Observatoire de la Côte d'Azur, CNRS, Laboratoire Lagrange, Nice, France
- School of Engineering, Department of Systems Innovation, The University of Tokyo, Tokyo, Japan
| | - N Murdoch
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - J B Vincent
- DLR Institute of Planetary Research, Berlin, Germany
| | - Ö Karatekin
- Royal Observatory of Belgium, Uccle, Belgium
| | - A S Rivkin
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - J M Sunshine
- Departments of Astronomy and Geology, University of Maryland, College Park, MD, USA
| | - T Kohout
- University of Helsinki, Helsinki, Finland
- Institute of Geology of the Czech Academy of Sciences, Prague, Czech Republic
| | - J D P Deshapriya
- INAF-Osservatorio Astronomico di Roma, Monte Porzio Catone, Roma, Italy
| | - P H A Hasselmann
- INAF-Osservatorio Astronomico di Roma, Monte Porzio Catone, Roma, Italy
| | - S Ieva
- INAF-Osservatorio Astronomico di Roma, Monte Porzio Catone, Roma, Italy
| | - J Beccarelli
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - S L Ivanovski
- INAF-Osservatorio Astronomico di Trieste, Trieste, Italy
| | - A Rossi
- IFAC-CNR, Sesto Fiorentino, Firenze, Italy
| | - F Ferrari
- Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano - Bovisa Campus, Milano, Italy
| | - C Rossi
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - S D Raducan
- Space Research and Planetary Sciences, Physikalisches Institut, University of Bern, Bern, Switzerland
| | - J Steckloff
- Planetary Science Institute, Tucson, AZ, USA
| | - S Schwartz
- Planetary Science Institute, Tucson, AZ, USA
| | - J R Brucato
- INAF-Osservatorio Astrofisico di Arcetri, Firenze, Italy
| | - M Dall'Ora
- INAF-Osservatorio Astronomico di Capodimonte, Napoli, Italy
| | - A Zinzi
- Space Science Data Center - ASI, Roma, Italy
| | - A F Cheng
- Johns Hopkins University Applied Physics Laboratory, Laurel, MD, 20723, USA
| | - M Amoroso
- Agenzia Spaziale Italiana, Roma, Italy
| | - I Bertini
- Dipartimento di Scienze & Tecnologie, Università degli Studi di Napoli "Parthenope", Centro Direzionale, Napoli, Italy
| | - A Capannolo
- Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO), Université de Toulouse, Toulouse, France
| | - S Caporali
- INAF-Osservatorio Astrofisico di Arcetri, Firenze, Italy
| | - M Ceresoli
- Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano - Bovisa Campus, Milano, Italy
| | - G Cremonese
- INAF-Astronomical Observatory of Padova, Vic. Osservatorio 5, 35122, Padova, Italy
| | - V Della Corte
- INAF-Osservatorio Astronomico di Capodimonte, Napoli, Italy
| | - I Gai
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
| | - L Gomez Casajus
- Centro Interdipartimentale di Ricerca Industriale Aerospaziale, Alma Mater Studiorum, Università di Bologna, Forlì, Italy
| | - E Gramigna
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
| | | | - R Lasagni Manghi
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
| | - M Lavagna
- Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano - Bovisa Campus, Milano, Italy
| | - M Lombardo
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
| | - D Modenini
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
- Centro Interdipartimentale di Ricerca Industriale Aerospaziale, Alma Mater Studiorum, Università di Bologna, Forlì, Italy
| | - P Palumbo
- INAF-Istituto di Astrofisica e Planetologia Spaziali, Roma, Italy
| | - D Perna
- INAF-Osservatorio Astronomico di Roma, Monte Porzio Catone, Roma, Italy
| | | | - P Tortora
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
- Centro Interdipartimentale di Ricerca Industriale Aerospaziale, Alma Mater Studiorum, Università di Bologna, Forlì, Italy
| | - M Zannoni
- Dipartimento di Ingegneria Industriale, Alma Mater Studiorum - Università di Bologna, Forlì, Italy
- Centro Interdipartimentale di Ricerca Industriale Aerospaziale, Alma Mater Studiorum, Università di Bologna, Forlì, Italy
| | - G Zanotti
- Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano - Bovisa Campus, Milano, Italy
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