Advancing Environmental Modeling with Unstructured Meshes: Current Research and Development

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dc.contributor.authorMiola, Mariannaen_US
dc.contributor.authorCabiddu, Danielaen_US
dc.contributor.authorMortara, Michelaen_US
dc.contributor.authorPittaluga, Simoneen_US
dc.contributor.authorSorgente, Tommasoen_US
dc.contributor.authorZuccolini, Marino Vetuschien_US
dc.contributor.editorCaputo, Arielen_US
dc.contributor.editorGarro, Valeriaen_US
dc.contributor.editorGiachetti, Andreaen_US
dc.contributor.editorCastellani, Umbertoen_US
dc.contributor.editorDulecha, Tinsae Gebrechristosen_US
dc.date.accessioned2024-11-11T12:48:43Z
dc.date.available2024-11-11T12:48:43Z
dc.date.issued2024
dc.description.abstractModeling the distribution of environmental variables across spatial domains presents significant challenges. Geostatistics offers a robust set of tools for accurately predicting values and associated uncertainties at unsampled locations, accounting for spatial correlations. However, these tools are often constrained by their reliance on structured domain representations, limiting their flexibility in modeling complex or irregular structures. By exploring the use of unstructured meshes, we can achieve a more efficient and accurate representation of localized phenomena, thereby enhancing our ability to model spatial patterns. Our current efforts are focused on integrating unstructured meshes into the geostatistical modeling pipeline, encompassing everything from mesh generation (and possibly refinement) to their application in stochastic simulation and the segmentation of the domain into regions where the distribution of variables is homogeneous. Preliminary results are promising, demonstrating the potentialities of this innovative approach.en_US
dc.description.sectionheadersPosters
dc.description.seriesinformationSmart Tools and Applications in Graphics - Eurographics Italian Chapter Conference
dc.identifier.doi10.2312/stag.20241350
dc.identifier.isbn978-3-03868-265-3
dc.identifier.issn2617-4855
dc.identifier.pages3 pages
dc.identifier.urihttps://doi.org/10.2312/stag.20241350
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/stag20241350
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Computing methodologies → Mesh geometry models; Volumetric models; Mathematics of computing → Distribution functions; Applied computing → Environmental sciences
dc.subjectComputing methodologies → Mesh geometry models
dc.subjectVolumetric models
dc.subjectMathematics of computing → Distribution functions
dc.subjectApplied computing → Environmental sciences
dc.titleAdvancing Environmental Modeling with Unstructured Meshes: Current Research and Developmenten_US
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Italian Chapter Conference 2024 - Smart Tools and Apps in Graphics