Mathias Bellat
- SFB 1070, RessourceCultures, Tübingen Universität
- Soil Science and Geomorphology
- Trajectoires - UMR 8215
Présentation
Doctorant à l'unversité de Tübingen (Allemagne) je travail sur l'adaptation de méthodes issues des géosciences à l'archéologie. Mes recherches se concentrent sur la création de carte d'impact des sols et trouver l'influence de ceux-ci sur les implémentations anthropiques au nord de l'Irak (Kurdistan) pour une période allant du Bronze ancien à l'Age du Fer. Je travail aussi sur les tranferts culturels au Néolithique au Proche-Orient par le spectre des matériaux de construciton en terre crue via leur analyse microscopique et physico-chimique. J'ai aussi travaillé sur les implementations religieuses entre le XII-XVI siècle dans la Forêt des Yvelines, autour de la commune de Poigny-la-Forêt (78), en dirigeant avec E. Courné une fouille d'une celle Grandmontaine pendant 5 ans.
Compétences
Publications
Publications
Tout n’est pas carré ! Exemple de tessellation de raster sur R et de validation de la transformation.AcQUA 2026: Des Paysages en AcQUA-relle, CAA-FR, Feb 2026, Tours, France |
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Paleosol models with machine learning approach: study in Iraqi Kurdistan and soils influence on settlement patterns from 2500 to 330 B.C.Modeling the Past to Anticipate the Future, Université Paris 1 Pantheon-Sorbonne; Archal, Dec 2025, Paris, France |
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Isolé mais pas esseulé: Pratiques individuelles et communautés de pratiquants de L’archéologie computationnelle (apprentissage automatisé)CAA-FR «Construire des liens» ACQUA: Approches Computationnelles et Quantitatives en Archéologie, CAA-FR, Jan 2025, Nanterre (Université Paris Nanterre), France |
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Humans are you there? Comparative approach of two distinguishable methods for human installation detection: automatic structure detection and archaeological predictive modelsCAA52nd Digital Horizons: Embracing heritage in an evolving world, Computer Applications and Quantitative Methods in Archaeology (CAA); University of West Attica, May 2025, Athenes, Greece |
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Soil influence on settlement patterns in Northern Kurdistan region (Iraq): Impact of soil quality indexes and other environmental covariates on archaeological predictive models in a semi-arid environmentCAA52nd Digital Horizons: Embracing heritage in an evolving world, Computer Applications and Quantitative Methods in Archaeology (CAA); University of West Attica, May 2025, Athènes, Greece |
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Automated features detection in archaeology: Standardisation in the area of big dataCAA51st Across the Horizon, Computer Applications and Quantitative Methods in Archaeology (CAA); University of Auckland, Apr 2024, Auckland, New Zealand |
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Understanding the development and expansion of resource uses and access through time with the ResourceCultures concept applied in three study-casesEAA General Assembly 2023, EAA; Belfast Queen's University, Aug 2023, Belfast (Queen's University), United Kingdom |
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Regards croisées sur l’occupation d’un bâtiment néolithique dans le sud Caucase : observations de terrains et étude micromorphologique à Mentesh Tepe (Azerbaïdjan)Lire le sol en archéologie : pratiques de terrain et regards croisés, Institut National de Recherches Archéologiques; UMR 7324 CITERES, Nov 2023, Tours (FR), France |
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Can soil information add value for the archaeological predictive model?13th International Congress on the Archaeology of the Ancient Near East, 2023, ICAANE; University of Copenhagen, May 2023, Copenaghen, Denmark |
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Unraveling archaeological settlement, landscape, and resource use patterns with machine learning in Kurdistan (Iraq)EGU General Assembly 2022, European Goesciences Union, May 2022, Vienne (AUT), Austria. ⟨10.5194/egusphere-egu22-6021⟩ |
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A matter of scale! Field observations and micromorphological analyses on earthen materials at Mentesh Tepe (Middle Kura Valley, Azerbaijan) in the Neolithic period27th Annual Meeting of the European Association of Archaeologists (EAA 2021 ) Widening Horizons, Session 496: A World of Clay I: Widening Analytical Horizons, European Archaeological Association, Sep 2021, Kiel, Germany |
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Machine learning applications in archaeological pratices: a review2025 |
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Digital soil mapping predicted on mid-infrared (MIR) spectroscopy measurements in North-Western Kurdistan region, Iraq (netCDF and GeoTIFF files)PANGAEA, 2024, ⟨10.1594/PANGAEA.973764⟩ |
New insights into the Neolithic architecture of the Southern Caucasus: A micromorphological case-study from Mentesh Tepe (middle Kura Valley, Azerbaijan)Journal of Archaeological Science: Reports, 2023, 49, pp.103971. ⟨10.1016/j.jasrep.2023.103971⟩ |
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Fail and try again: Return on topic modelling apply to archaeological scientific literatureCAA51st Across the Horizon, Apr 2024, Auckland, New Zealand. 2024 |
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Spatial soil information as a proxy for archaeological predictive modelling in arid regions: the Selevani plain example (Kurdistan, Iraq).CAA 50 Years of Synergy, Apr 2023, Amste, Netherlands. 2023 |
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What does matter? Machine Learning models to define archaeological patterns of site occupations and resource use in Kurdistan (Iraq) through a diachronic approachAFEQ - CNF INQUA international conference 14 - 18 Mars 2022 : « Q13 - Palaeoclimate changes, landscape evolution and human societies: from sedimentary basins to industrial landscapes », Mar 2022, Strasbourg, France. , 2022 |