Martian atmospheric aerosol latitudinal and seasonal analysis over 3 full MYs from Nomad/TGO solar occultation observations
Notice bibliographique
Résumé
On Mars, the most common types of atmospheric aerosols are composed of mineral dust and/or water ice. They have large effects on Martian climate, such as the absorption of solar radiation, altering the radiative balance of the planet, and they are key to atmospheric dynamics and circulation. In the case of dust, it can act as a base to form water ice or CO2 ice clouds, and it can affect observations from both orbiting satellites and rovers on ground, especially at the dusty season around perihelion. The instrument Nadir and Occultation for Mars Discovery (NOMAD) onboard the ExoMars/Trace Gas Orbiter (ExoMars/TGO) is a suite of three spectrometers which has been observing the Martian atmosphere routinely since April 2018. Using data from its solar occultation channel (SO), we combine several sets of diffraction orders, or wavelengths to retrieve the aerosol properties and distribution during that period with a very fine resolution in the vertical from the ground up to the thermosphere. Our retrieval approach consists in three main steps. First, we perform a "cleaning" of the NOMAD observations, provided as transmittance spectra at the tangent altitudes, using an in-house pre-processing algorithm developed at IAA/CSIC. This is intended to eliminate residual imperfections in the calibrated transmittances, such as spectral shifts and continuum curvatures. Second, the cleaned spectra are used to retrieve the aerosol extinction vertical profiles following a global fit approach. This is performed with a retrieval program (RCP) together with a radiative transfer model (KOPRA) which has been well tested in Earth's atmospheric remote sounding. Finally, we implement a fitting algorithm to compare the retrieved extinctions, coming as spectral ratios of the retrieved extinctions, with the extinction ratios simulated using a Lorenz-Mie code by Mishchenko et. al., 2002. The aerosol properties inferred are the size distribution, which is described by an effective radius and its effective variance, nature (mineral dust and water ice proportions), mass of the particles and number density, as well as their vertical distribution and time variability. In this talk we will discuss the results obtained by analyzing more than three full Martian Years. This is a significant extension of a previous first analysis by our team (Stolzenbach et. al, 2023 a,b), focused on the 1st year of NOMAD data. We have also improved a couple of aspects from the previous work. First, the wavelength coverage has been extended so that we are able to retrieve the aerosol information using any order combination, making us able to cover the SO spectral range as widely as possible, as well as exploiting the wavelengths where the aerosol nature can be better determined. Second, we have developed a new methodology to describe the uncertainties of our retrievals by computing the mean of the transmittances from two distinct regions inside the diffraction order.We will describe the major results obtained on the global distribution and properties of the aerosols, analyzing latitudinal and seasonal trends during the time range studied. The NOMAD experiment is led by the Royal Belgian Institute for Space Aeronomy (IASB-BIRA) with co-PI teams from Spain (IAA-CSIC), Italy (INAF-IAPS) and the United Kingdom (Open University). This project acknowledges funding by: the Belgian Science Policy Office (BELSPO) with the financial and contractual coordination by the ESA Prodex Office (PEA 4000103401, 4000121493, 4000140753, 4000140863); by the Spanish Ministry of Science and Innovation (MCIU) and European funds (grants PGC2018-101836-B-I00 and ESP2017-87143-R; MINECO/FEDER), from the Severo Ochoa (CEX2021-001131-S) and from MCIN/AEI/10.13039/501100011033 (grants PID2022-137579NB-I00, RTI2018-100920-J-I00 and PID2022-141216NB-I00); by the UK Space Agency (grants ST/V002295/1, ST/V005332/1, ST/X006549/1, ST/Y000234/1 and ST/R003025/1); and by the Italian Space Agency (grant 2018-2-HH.0). This work was supported by the Belgian Fonds de la Recherche Scientifique – FNRS (grant 30442502; ET_HOME). US investigators were supported by the National Aeronautics and Space Administration. Canadian investigators were supported by the Canadian Space Agency."
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,001 |
| Bibliométrie | 0,002 | 0,002 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».