{"id":545,"date":"2023-08-04T18:42:42","date_gmt":"2023-08-04T18:42:42","guid":{"rendered":"https:\/\/4ddynamicearth.tudelft.nl\/?page_id=545"},"modified":"2023-09-11T15:28:25","modified_gmt":"2023-09-11T15:28:25","slug":"task-5","status":"publish","type":"page","link":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/the-project\/task-5\/","title":{"rendered":"Task 5: The sensitivity analysis of the effect of mantle stress to the lithosphere model, WINTERC-G"},"content":{"rendered":"\t\t
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Task 5:\u00a0\u00a0The sensitivity analysis of the effect of mantle stress to the lithospheric model, WINTERC-G<\/span><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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In this first phase of the project, we will conduct a full sensitivity analysis of dynamic topography as a key element to constrain the crustal structure, transition zone, lower mantle and CMB topography. This will be in connection to other relevant tasks in the project (electrical conductivity, dynamic topography, petrology).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Dynamic topography obtained by solving the Stokes flow problem defined by the WINETRC-G model. Two different approaches to handle shallow density anomalies: (right) density anomalies above LAB are removed and (left) density anomalies within the first 200km are removed.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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In order to make the joint geodynamic-geophysical inversion feasible at a global scale at a physically meaningful lateral resolution, the UCM group (Olga Ortega, ESA Living Planet Fellow) has started applying a state-of-the-art numerical technique (Model Order Reduction, MOR), in particular the Reduced Basis method (Quarteroni et al., 2016; Hesthaven et al., 2016; Ortega-Gelabert et al., 2020), to efficiently evaluate dynamic topography solving the Stokes flow problem. MOR is a very attractive and relatively novel methodology in the Earth science community. Reduced-order techniques are a family of approximation methodologies based on the common idea of expressing the solution of a problem in a low dimensional space in which, consequently, it is faster to compute (e.g., Chinesta and Ladev\u00e8ze, 2014; Ito and Ravindran, 1998; Ravindran, 2000). These techniques are especially tailored to solve a large number of problems with similar characteristics.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Effect of the increase of the viscosity contrast between lithosphere and sublithospheric mantle in a two-layered viscosity profile. Viscosity of the lithosphere is kept fixed at 1e24 Pa\u00b7s and the viscosity of the sublithospheric mantle is changed systematically. Figures show the extra topography that would be added to the non-contrast case if the viscosity contrast would increase by the specified orders. a) From 0 to 1 order. b) From 1 to 2 orders. c) From 2 to 3 orders. d) From 3 to 4 orders.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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On the other hand, the effective viscosity of crustal and upper mantle minerals depends on the strain rate, temperature, grain size, melt fraction and water content according to laboratory experiments (e.g., Mei et al., 2010; Karato, 2012; Faul and Jackson, 2015). In this project we will use state-of-the-art experimental rheological parameters for the most relevant crustal and upper mantle minerals (quartz, feldspar, diabase, pyroxenes, olivine) to consistently characterize the lateral and vertical viscosity variations related to the thermochemical structure and melt and water content distributions in the lithosphere and underlying upper mantle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Workpackages Task 5<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tWP 5100: Highly efficient Stokes flow solver<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

Sensitivity tests:<\/b><\/span><\/p>

\u2022 <\/span>Test different strategies to sample the parametric space in order to build a representative reduced basis.
<\/span>\u2022 <\/span>Does an \u201con-the-fly\u201d approach to sample the parametric space bring any improvement with respect to traditional offline-online strategies?
<\/span>\u2022 <\/span>How to parametrize the density and viscosity fields to minimize the number or parameters while keeping them representative enough?<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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Sensitivity tests:<\/b><\/span><\/p>

\u2022 <\/span>Impact of different experimental parametrizations of mantle viscosity and the effect of melt and water (link to magnetic and petrology tasks).
\u2022 <\/span>How much variation in viscosity is necessary for a certain change in dynamic topography? Does it affect wavelength and amplitude in a similar way.
\u2022 <\/span>At which depth changes in viscosity produce a larger effect on the dynamic topography? Does it affect wavelength and amplitude in a similar way?
\u2022 <\/span>How does the viscosity profile (radial profile versus laterally varying profile) affect the amplitude and wavelength of the topography?
\u2022 <\/span>Estimate the flexural contribution to topography in the intermediate wavelengths (100 km < \u03bb < 1200 km) based on the rigidity of the lithosphere, i.e., the elastic thickness from WINTERC-G lithospheric model.\u00a0
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\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tWP 5300: Gravity field and dynamic topography coupling<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

Sensitivity tests:<\/b><\/p>

\u2022 Different coupling strategies (e.g., modifying the crust and\/or lithospheric mantle vs sublithospheric mantle) accounting for the bimodal distribution of the crust (oceans vs continents).
\u2022 Analysis of the different wavelengths in residual topography: possible wavelength based strategy in the coupled inversion.
\u2022 Sensitivity kernels calculated with Different methods (reduced basis probabilistic, adjoint): Effect of thermal and chemical lithospheric and sub-lithospheric mantle changes in the predicted dynamic topography and gravity field (link to seismology +gravity and petrology tasks).
\u2022 Analysis of lithological variations in the crust: density and seismic velocity variations and their effect in isostatic topography and seismic tomography data (link to seismology and gravity sensitivity analyses). <\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Task 5:\u00a0\u00a0The sensitivity analysis of the effect of mantle stress to the lithospheric model, WINTERC-G In this first phase of the project, we will conduct a full sensitivity analysis of dynamic topography as a key element to constrain the crustal structure, transition zone, lower mantle and CMB topography. This will be in connection to other… Read More »Task 5: The sensitivity analysis of the effect of mantle stress to the lithosphere model, WINTERC-G<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":14,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-pagebuilder-full-width.php","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":100,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-545","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/pages\/545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/comments?post=545"}],"version-history":[{"count":41,"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/pages\/545\/revisions"}],"predecessor-version":[{"id":1028,"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/pages\/545\/revisions\/1028"}],"up":[{"embeddable":true,"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/pages\/14"}],"wp:attachment":[{"href":"https:\/\/4ddynamicearth.tudelft.nl\/index.php\/wp-json\/wp\/v2\/media?parent=545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}