{"id":173713,"date":"2025-07-24T08:38:14","date_gmt":"2025-07-24T06:38:14","guid":{"rendered":"https:\/\/ihcantabria.com\/directorio-personal\/mario-luiz-mascagni\/"},"modified":"2025-11-24T10:20:36","modified_gmt":"2025-11-24T09:20:36","slug":"mario-luiz-mascagni","status":"publish","type":"directorio-personal","link":"https:\/\/ihcantabria.com\/en\/staff-directory\/mario-luiz-mascagni\/","title":{"rendered":"Mario Luiz Mascagni"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_fullwidth_code _builder_version=&#8221;4.16&#8243; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_fullwidth_code][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;3_5,2_5&#8243; _builder_version=&#8221;4.16&#8243; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; custom_margin=&#8221;120px|||&#8221; custom_padding=&#8221;31px|0px|15px|0px&#8221; z_index_tablet=&#8221;0&#8243; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Saira Semi Condensed|500||on|||||&#8221; text_text_color=&#8221;#7f8789&#8243; text_font_size=&#8221;45px&#8221; ul_font=&#8221;|300|||||||&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221;]Mario Luiz Mascagni<br \/>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Saira Semi Condensed|300|||||||&#8221; text_font_size=&#8221;20px&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ul_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ol_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; 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header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;]<span data-teams=\"true\">Predoctoral Researcher<\/span><\/p>\n<p><a href=\"mailto:mario.mascagni@unican.es\">mario.mascagni@unican.es<\/a><\/p>\n<p>+34 942 20 16 16<br \/>\n[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Saira Semi Condensed|500|||||||&#8221; text_font_size=&#8221;36px&#8221; header_font=&#8221;Open Sans Condensed|700||on|||||&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; custom_margin=&#8221;15px||15px|&#8221; 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header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; 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ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ol_text_shadow_blur_strength_tablet=&#8221;1px&#8221; quote_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; quote_text_shadow_vertical_length_tablet=&#8221;0px&#8221; quote_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"font-weight: 400;\">Mario Luiz Mascagni holds a Master&#8217;s degree in Oceanography from the Oceanographic Institute of the University of S\u00e3o Paulo (IOUSP), Brazil. His training has focused on Remote Sensing and Numerical Modeling of coastal morphodynamic processes, with special emphasis on coastal protection and management. <\/p>\n<p style=\"font-weight: 400;\">During his degree in Oceanography, she participated in the project <em>&#8220;Oil Spill Sensitivity Charting in the Santos Basin&#8221;<\/em> of the Brazilian Ministry of Environment, collaborating in the processing of data for a GIS platform oriented to coastal risk analysis.<\/p>\n<p style=\"font-weight: 400;\">His master&#8217;s thesis consisted of morphodynamic modeling of a river mouth at a high-energy sandy beach, using Delft3D to evaluate the enlargement of a breakwater to improve navigability at the river access bar.<\/p>\n<p style=\"font-weight: 400;\">In parallel to his graduate studies, he worked as a researcher at the Hydraulics Technological Center Foundation of the University of S\u00e3o Paulo, participating in studies with small-scale physical models of the ports Ponta da Madeira (PDM) and Terminal Ilha Gua\u00edba (TIG), operated by VALE S.A., the largest Brazilian mining company. These projects included simulations of mooring plans, berthing and unberthing maneuvers, as well as port expansion and security studies. <\/p>\n<p style=\"font-weight: 400;\">After completing his master&#8217;s degree, he was a beneficiary of the PIPE\/FAPESP program (Support Program for Small Innovative Enterprises), developing an accident risk warning system for coastal ports based on operational numerical models of waves, wind, currents and ship mooring. In addition, he collaborated in several coastal engineering projects applying remote sensing techniques and numerical modeling of rivers and coastal areas, acquiring experience in dredging studies, shelter works, water quality, erosion and coastal restoration. <\/p>\n<p style=\"font-weight: 400;\">He is currently a PhD student at the Federal University of Rio Grande do Sul (UFRGS, Brazil), where he is developing satellite-derived bathymetry (SDB) models, both through empirical methods based on spectral relationships from multispectral optical sensors, and through convolutional neural networks (CNN), in order to improve the quality of digital elevation models and reconstruct the historical morphological evolution of intertidal and shallow areas.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_5&#8243; _builder_version=&#8221;4.16&#8243; vertical_offset_tablet=&#8221;0&#8243; vertical_offset_phone=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; horizontal_offset_phone=&#8221;0&#8243; 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_builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Saira Semi Condensed|500||on|||||&#8221; text_text_color=&#8221;#7f8789&#8243; text_font_size=&#8221;45px&#8221; ul_font=&#8221;|300|||||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>AREAS OF SPECIALIZATION<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_font=&#8221;Saira Semi Condensed|500|||||||&#8221; text_font_size=&#8221;20px&#8221; ul_font=&#8221;Saira Semi Condensed|500|||||||&#8221; custom_margin=&#8221;31px|||&#8221; custom_padding=&#8221;|||2%&#8221; border_width_left=&#8221;4px&#8221; border_color_left=&#8221;#ffffff&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Coastal morphodynamic monitoring and evolution<\/p>\n<p>Resilience and management of coastal ecosystems<\/p>\n<p>Coastal protection and restoration works<\/p>\n<p>Environmental quality and water quality modeling<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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_builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||25px&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; custom_padding=&#8221;25px|0px|0px|0px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"myPublications\"> <\/div>\n<p><script>\n    createORCIDProfile(\"\", \"myPublications\");\n<\/script><\/p>\n<p><strong>Mascagni, M.L., Klein, A.H. da F., Fernandes, A.M. da R., Coelho, D.K., Santos, A.B. dos, Pool, L.<\/strong> (2025). <em>Machine Learning Approaches for Tidal Data Interpolation in Satellite-Derived Bathymetry Applications.<\/em><strong>EGU25<\/strong>, Copernicus Meetings. <a href=\"https:\/\/doi.org\/10.5194\/egusphere-egu25-10452\">https:\/\/doi.org\/10.5194\/egusphere-egu25-10452<\/a><\/p>\n<p><strong>Mascagni, M.L.; Klein, A.H.F.; Fernandes, A.M.R.; Coelho, D.K.; Santos, A.B.; Pool, L.<\/strong> (2024). <em>Satellite-Derived Bathymetry (SDB) for Shallow Waters in Regions of High Optical Complexity Using Empirical Methods and AI \u2013 Multi-Layer Perceptron (MLP).<\/em> In: <strong>20\u00ba COLACMAR 2024<\/strong>, Itaja\u00ed-SC, Brasil. pp. 1542\u20131543.  <\/p>\n<p><strong>dos Santos, A.B., Mascagni, M.L., de Souza Guckert, K., da Silva Freitas, L.P., da Rocha Fernandes, A.M., da Fontoura Klein, A.H., Coelho, D.K.<\/strong> (2025). <em>Machine Learning Applied to Remote Sensing in the Context of Intertidal Zone Mapping: A Literature Review.<\/em> <strong>Geomatica<\/strong>, 100080. <a href=\"https:\/\/doi.org\/10.1016\/j.geomat.2025.100080\">https:\/\/doi.org\/10.1016\/j.geomat.2025.100080<\/a><\/p>\n<p><strong>Daniel, E., Harari, J., de Camargo, R., Soares, S., Mascagni, M.L., Fetter Filho, A.F.H.<\/strong> (2025). <em>Sea level variation along the Brazilian coastline from the perspective of climate change.<\/em> <strong>Regional Studies in Marine Science<\/strong>, 89, 104309. <a href=\"https:\/\/doi.org\/10.1016\/j.rsma.2025.104309\">https:\/\/doi.org\/10.1016\/j.rsma.2025.104309<\/a><\/p>\n<p><strong>Pool, L., Mascagni, M.L., Klein, A.H.F., Carvalho, J.L.B., Lima, L.G., Costa, W.L.L., Gon\u00e7alves, R.Q., Fiorini, L.P.<\/strong> (2025). <em>Revealing intertidal topography with public satellite imagery: Adaptations of the waterline method.<\/em> <strong>Environmental Modelling &amp; Software<\/strong>, 193, 106600. <a href=\"https:\/\/doi.org\/10.1016\/j.envsoft.2025.106600\">https:\/\/doi.org\/10.1016\/j.envsoft.2025.106600<\/a><\/p>\n<p><strong>Pinto, M.W., Mascagni, M.L., Klein, A.H. da F., Farina, L.<\/strong> (2024). <em>Decadal fluctuations in sediment input and vegetation within the transgressive dunefield of Santinho, Southern Brazil.<\/em> <strong>Journal of South American Earth Sciences<\/strong>, 143, 105013. <a href=\"https:\/\/doi.org\/10.1016\/j.jsames.2024.105013\">https:\/\/doi.org\/10.1016\/j.jsames.2024.105013<\/a><\/p>\n<p><strong>Mascagni, M.L., Siegle, E., Tessler, M.G., Goya, S.C.Y.<\/strong> (2018). <em>Morphodynamics of a wave-dominated embayed beach on an irregular rocky coastline.<\/em> <strong>Brazilian Journal of Oceanography<\/strong>, 66, 172\u2013188. <a href=\"https:\/\/doi.org\/10.1590\/S1679-87592018005006602\">https:\/\/doi.org\/10.1590\/S1679-87592018005006602<\/a><\/p>\n<p><strong>Omachi, C.Y., Siani, S.M.O., Chagas, F.M., Mascagni, M.L., Cordeiro, M., Garcia, G.D., Thompson, C.C., Siegle, E., Thompson, F.L.<\/strong> (2018). <em>Atlantic Forest loss caused by the world\u2019s largest tailing dam collapse (Fund\u00e3o Dam, Mariana, Brazil).<\/em> <strong>Remote Sensing Applications: Society and Environment<\/strong>, 12, 30\u201334. <a href=\"https:\/\/doi.org\/10.1016\/j.rsase.2018.08.003\">https:\/\/doi.org\/10.1016\/j.rsase.2018.08.003<\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mario Luiz Mascagni Predoctoral Researcher mario.mascagni@unican.es +34 942 20 16 16 Biography Mario Luiz Mascagni holds a Master&#8217;s degree in Oceanography from the Oceanographic Institute of the University of S\u00e3o Paulo (IOUSP), Brazil. His training has focused on Remote Sensing and Numerical Modeling of coastal morphodynamic processes, with special emphasis on coastal protection and management. [&hellip;]<\/p>\n","protected":false},"featured_media":173936,"parent":0,"template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":""},"categoria":[524],"class_list":["post-173713","directorio-personal","type-directorio-personal","status-publish","has-post-thumbnail","hentry","categoria-pre-doctoral-researcher"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mario Luiz Mascagni &#060; IHCantabria<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ihcantabria.com\/en\/staff-directory\/mario-luiz-mascagni\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mario Luiz Mascagni &#060; IHCantabria\" \/>\n<meta property=\"og:description\" content=\"Mario Luiz Mascagni Predoctoral Researcher mario.mascagni@unican.es +34 942 20 16 16 Biography Mario Luiz Mascagni holds a Master&#039;s degree in Oceanography from the Oceanographic Institute of the University of S\u00e3o Paulo (IOUSP), Brazil. His training has focused on Remote Sensing and Numerical Modeling of coastal morphodynamic processes, with special emphasis on coastal protection and management. 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