Using Quad‐Pol and Single‐Pol RADARSAT‐2 Data for Monitoring Cold Alpine and Outlet Antarctic Glaciers

International audienceThis paper presents some applications of the Maximum Likelihood (ML) texture tracking on displacement estimation of some alpine and antarctic glaciers surfaces. This method is adapted to the statistical characteristic of the new High Resolution (HR) Polarimetric SAR (Pol- SAR) data. The ML texture tracking method is firstly reminded and a statistical model of HR PolSAR data is explained. The main part of this paper is focused on the application of this method on glaciers monitoring. Three different glaciers have been chosen to test the algorithm: a cold alpine glacier, a temperate alpine glacier and an outlet antarctic glacier. The accuracy and limits of the method are highlighted in each case and results application is discussed

Dynamique du glacier émissaire des processus à l'application sur un glacier école, Astrolabe, Antarctique de l'Est

Le bilan de masse de l'Antarctique dépend de deux contributions principales: le bilan de masse de surface constitué par l'ensemble des processus de perte et de gain de masse agissant en surface (précipitations, fonte, sublimation, tranport par le vent...) et le transfert dynamique de glace de la calotte vers la mer. Ce transfert a lieu au niveau des glaciers émissaires côtiers et représente 90% de la perte du volume total de glace de la calotte. Ces systèmes côtiers constituent ainsi les principaux régulateurs de l'évolution du bilan de masse de la calotte et de la contribution de cette dernière à l'élévation du niveau des mers. Les observations récentes révèlent une diminution accrue du bilan de masse en certaines zones de la calotte polaire telle que la partie Ouest et une contribution à l'élévation du niveau des mers de la part de la calotte qui augmente progressivement par rapport à l'expansion thermique. L'étude de la dynamique des glaciers émissaires par modélisation permet ainsi de mieux comprendre leur fonctionnement, de prédire leur réponse à une quelconque sollicitation, et d'évaluer l'impact potentiel sur l'élévation du niveau des mers. Ce travail de thèse vise à apporter de nouveaux éléments pour mieux contraindre ces modèles d'écoulement de la calotte antarctique. Il se scinde en deux axes principaux. La première partie s'intéresse à l'implémentation des processus physiques dans le modèle numérique, en particulier représenté par la migration de la ligne d'échouage qui sépare la partie posée de la partie flottante. Elle se base sur des cas synthétiques 2D. Nous mettons en évidence dans cette partie la diversité des modèles d'écoulement de calotte impliqués et les différences et similitudes associées. En particulier, la majorité de ces modèles repose sur deux hypothèses fortes que sont la stationnarité et la prédominance du glissement basal sur l'écoulement dont le bien-fondé est remis en question. L'étude d'intercomparaison révèle certaines divergences entre les modèles en terme de contribution à l'élévation du niveau des mers, les résultats nécessitent donc d'être pris avec précaution et les efforts doivent se concentrer sur la validité des hypothèses et l'implémentation du processus de migration de la ligne d'échouage. La deuxième partie consiste à appliquer le modèle Elmer/ice, qualifié de 'full-stokes', au cas réel 3D du Glacier de l'Astrolabe situé en Terre Adélie en Antarctique de l'Est.Cette application nous a permis de tester la sensibilité du modèle full-Stokes aux incertitudes sur les données d'entrées telles que la description du socle rocheux. Cette sensibilité s'avère significative recommandant une bonne connaissance de l'élévation du socle sous jacent à la glace et des méthodes appropriées pour sa détermination sur les noeuds du maillage associé au modèle.Two main contributions dominate the mass balance of Antarctica: surface mass balance, represented by all processes of gain and loss of mass acting at the upper surface (precipitations, melting, sublimation, wind transport...) and dynamical transport from grounded ice to the sea. This transfer takes place through outlet glaciers and represents 90% of the total loss of the whole ice sheet volume. These coastal systems act as regulators for the evolution of the ice sheet mass balance and for its contribution to sea level rise. Recently, observations emphasize a relevant decrease of mass balance in certain zones of Antarctica such as the West Coast, and an associated contribution to sea level rise from the ice sheet which increases significantly with respect to thermal expansion. Studying dynamics of outlet glaciers by modelisation thus participates at a better understanding of involved processes and enables to predict their response to any external sollicitations and to assess their potential impact on sea level budget. This work aims at providing with new elements for constraining these ice flow models for Antarctica. It is composed of two main parts. The first one concerns the implementation of physical processes into numerical models, in particular represented by grounding line migration, delimitating the grounded part from the floating one. It is based on 2 dimensionnal synthetic cases. The diversity of flow line ice sheet models is emphasized, with the associated differences and similarities. Most of these models lie on two strong assumptions, e.g. steadyness and dominance of basal sliding on ice flow, which are not always fulfilled. Moreover, the intercomparison work reveals discrepancies between models in terms of sea level contribution suggesting particular caution to be taken when considering corresponding results. Efforts have now to converge towards the validity of assumptions and on methods for implementing grounding line migration. The second part consists in applying the so-called 'full-Stokes' Elmer/Ice model to the 3D real case of the Astrolabe Glacier situated in Adélie Land in the east part of Antarctica. This application allows us to conduct sensitivity tests of the model to input incertainties such as the ones of bedrock description. This sensitivity appears to be significant, recommending a good knowledge of bedrock elevations and appropriate methods for its determination on the mesh nodes associated to the model.SAVOIE-SCD - Bib.électronique (730659901) / SudocGRENOBLE1/INP-Bib.électronique (384210012) / SudocGRENOBLE2/3-Bib.électronique (384219901) / SudocSudocFranceF

Spatial and temporal distributions of surface mass balance between Concordia and Vostok stations, Antarctica, from combined radar and ice core data: first results and detailed error analysis

Results from ground-penetrating radar (GPR) measurements and shallow ice cores carried out during a scientific traverse between Dome Concordia (DC) and Vostok stations are presented in order to infer both spatial and temporal characteristics of snow accumulation over the East Antarctic Plateau. Spatially continuous accumulation rates along the traverse are computed from the identification of three equally spaced radar reflections spanning about the last 600 years. Accurate dating of these internal reflection horizons (IRHs) is obtained from a depth-age relationship derived from volcanic horizons and bomb testing fallouts on a DC ice core and shows a very good consistency when tested against extra ice cores drilled along the radar profile. Accumulation rates are then inferred by accounting for density profiles down to each IRH. For the latter purpose, a careful error analysis showed that using a single and more accurate density profile along a DC core provided more reliable results than trying to include the potential spatial variability in density from extra (but less accurate) ice cores distributed along the profile. The most striking feature is an accumulation pattern that remains constant through time with persistent gradients such as a marked decrease from 26 mm w.e. yr(-1) at DC to 20 mm w.e. yr(-1) at the south-west end of the profile over the last 234 years on average (with a similar decrease from 25 to 19 mm w.e. yr(-1) over the last 592 years). As for the time dependency, despite an overall consistency with similar measurements carried out along the main East Antarctic divides, interpreting possible trends remains difficult. Indeed, error bars in our measurements are still too large to unambiguously infer an apparent time increase in accumulation rate. For the proposed absolute values, maximum margins of error are in the range 4 mm w.e. yr(-1) (last 234 years) to 2 mm w.e. yr(-1) (last 592 years), a decrease with depth mainly resulting from the time-averaging when computing accumulation rates

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Acquisition of isotopic composition for surface snow in East Antarctica and the links to climatic parameters

The isotopic compositions of oxygen and hydrogen in ice cores are invaluable tools for the reconstruction of past climate variations. Used alone, they give insights into the variations of the local temperature, whereas taken together they can provide information on the climatic conditions at the point of origin of the moisture. However, recent analyses of snow from shallow pits indicate that the climatic signal can become erased in very low accumulation regions, due to local processes of snow reworking. The signal-to-noise ratio decreases and the climatic signal can then only be retrieved using stacks of several snow pits. Obviously, the signal is not completely lost at this stage, otherwise it would be impossible to extract valuable climate information from ice cores as has been done, for instance, for the last glaciation. To better understand how the climatic signal is passed from the precipitation to the snow, we present here results from varied snow samples from East Antarctica. First, we look at the relationship between isotopes and temperature from a geographical point of view, using results from three traverses across Antarctica, to see how the relationship is built up through the distillation process. We also take advantage of these measures to see how second-order parameters (d-excess and O-17-excess) are related to delta O-18 and how they are controlled. d-excess increases in the interior of the continent (i.e., when delta O-18 decreases), due to the distillation process, whereas O-17-excess decreases in remote areas, due to kinetic fractionation at low temperature. In both cases, these changes are associated with the loss of original information regarding the source. Then, we look at the same relationships in precipitation samples collected over 1 year at Dome C and Vostok, as well as in surface snow at Dome C. We note that the slope of the delta O-18 vs. temperature (T) relationship decreases in these samples compared to those from the traverses, and thus caution is advocated when using spatial slopes for past climate reconstruction. The second-order parameters behave in the same way in the precipitation as in the surface snow from traverses, indicating that similar processes are active and that their interpretation in terms of source climatic parameters is strongly complicated by local temperature effects in East Antarctica. Finally we check if the same relationships between delta O-18 and second-order parameters are also found in the snow from four snow pits. While the d-excess remains opposed to delta O-18 in most snow pits, the O-17-excess is no longer positively correlated to delta O-18 and even shows anti-correlation to delta O-18 at Vostok. This may be due to a stratospheric influence at this site and/or to post-deposition processes

Retrieval of snow properties from the Sentinel-3 Ocean and Land Colour Instrument

The Sentinel Application Platform (SNAP) architecture facilitates Earth Observation data processing. In this work, we present results from a new Snow Processor for SNAP. We also describe physical principles behind the developed snow property retrieval technique based on the analysis of Ocean and Land Colour Instrument (OLCI) onboard Sentinel-3A/B measurements over clean and polluted snow fields. Using OLCI spectral reflectance measurements in the range 400–1020 nm, we derived important snow properties such as spectral and broadband albedo, snow specific surface area, snow extent and grain size on a spatial grid of 300 m. The algorithm also incorporated cloud screening and atmospheric correction procedures over snow surfaces. We present validation results using ground measurements from Antarctica, the Greenland ice sheet and the French Alps. We find the spectral albedo retrieved with accuracy of better than 3% on average, making our retrievals sufficient for a variety of applications. Broadband albedo is retrieved with the average accuracy of about 5% over snow. Therefore, the uncertainties of satellite retrievals are close to experimental errors of ground measurements. The retrieved surface grain size shows good agreement with ground observations. Snow specific surface area observations are also consistent with our OLCI retrievals. We present snow albedo and grain size mapping over the inland ice sheet of Greenland for areas including dry snow, melted/melting snow and impurity rich bare ice. The algorithm can be applied to OLCI Sentinel-3 measurements providing an opportunity for creation of long-term snow property records essential for climate monitoring and data assimilation studies—especially in the Arctic region, where we face rapid environmental changes including reduction of snow/ice extent and, therefore, planetary albedo.publishedVersio

Evolution of coastal zone vulnerability to marine inundation in a global change context. Application to Languedoc Roussillon (France)

The coastal system is likely to suffer increasing costal risk in a global change context. Its management implies to consider those risks in a holistic approach of the different vulnerability components of the coastal zone, by improving knowledge of hazard and exposure as well as analyzing and quantifying present day and future territory vulnerability. The ANR/VMC2007/MISEEVA project (2008-2011) has applied this approach on Languedoc Roussillon region in France. MISEEVA approach relies on several scenarios for 2030 and 2100, in terms of meteorology (driver of coastal hazard), sea level rise, and also considering further trends in demography and economy, and possible adaption strategies Hazard has been modeled (SWAN, MARS and SURFWB), on the base of the presentday situation, sea level rise hypotheses, and existing or modeled data, of extreme meteorological driving f. It allowed to assess the possible surges ranges and map coastal zone exposure to: - a permanent inundation (considering sea level rise in 2030 and 2100, - a recurrent inundation (considering sea level rise and extreme tidal range) - an exceptional inundation (adding extreme storm surge to sea level rise and tidal range). In 2030, exposure will be comparable to present day exposure. In 2100, extreme condition will affect a larger zone. Present days social and economic components of the coastal zone have been analyzed in terms of vulnerability and potential damaging. Adaptation capacity was approached by public inquiries and interviews of stakeholders and policy makers, based on existing planning documents The knowledge of the present day system is then compared to the possible management strategies that could be chosen in the future, so to imagine what would be the evolution of vulnerability to marine inundation, in regards to these possible strategies

Extracorporeal Membrane Oxygenation for Severe Acute Respiratory Distress Syndrome associated with COVID-19: An Emulated Target Trial Analysis.

RATIONALE: Whether COVID patients may benefit from extracorporeal membrane oxygenation (ECMO) compared with conventional invasive mechanical ventilation (IMV) remains unknown. OBJECTIVES: To estimate the effect of ECMO on 90-Day mortality vs IMV only Methods: Among 4,244 critically ill adult patients with COVID-19 included in a multicenter cohort study, we emulated a target trial comparing the treatment strategies of initiating ECMO vs. no ECMO within 7 days of IMV in patients with severe acute respiratory distress syndrome (PaO2/FiO2 <80 or PaCO2 ≥60 mmHg). We controlled for confounding using a multivariable Cox model based on predefined variables. MAIN RESULTS: 1,235 patients met the full eligibility criteria for the emulated trial, among whom 164 patients initiated ECMO. The ECMO strategy had a higher survival probability at Day-7 from the onset of eligibility criteria (87% vs 83%, risk difference: 4%, 95% CI 0;9%) which decreased during follow-up (survival at Day-90: 63% vs 65%, risk difference: -2%, 95% CI -10;5%). However, ECMO was associated with higher survival when performed in high-volume ECMO centers or in regions where a specific ECMO network organization was set up to handle high demand, and when initiated within the first 4 days of MV and in profoundly hypoxemic patients. CONCLUSIONS: In an emulated trial based on a nationwide COVID-19 cohort, we found differential survival over time of an ECMO compared with a no-ECMO strategy. However, ECMO was consistently associated with better outcomes when performed in high-volume centers and in regions with ECMO capacities specifically organized to handle high demand. This article is open access and distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives License 4.0 (http://creativecommons.org/licenses/by-nc-nd/4.0/)