{"id":14814,"date":"2022-12-17T09:24:27","date_gmt":"2022-12-17T08:24:27","guid":{"rendered":"https:\/\/www.ispc.cnr.it\/?p=14814"},"modified":"2024-01-11T16:53:41","modified_gmt":"2024-01-11T15:53:41","slug":"the-eye-of-the-machine-in-the-time-of-travel","status":"publish","type":"post","link":"https:\/\/www.ispc.cnr.it\/en\/2022\/12\/17\/the-eye-of-the-machine-in-the-time-of-travel\/","title":{"rendered":"The eye of the machine in the time of travel"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div data-parent=\"true\" class=\"vc_row row-container with-parallax\" id=\"row-unique-0\"><div class=\"row-background background-element\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"background-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"background-inner\" style=\"background-image: url(https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2021\/08\/header_diario_di_studio_wordpress_ispc.png);background-repeat: no-repeat;background-position: center center;background-size: cover;\"><\/div>\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<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div><div class=\"row limit-width row-parent\" data-height-ratio=\"50\"><div class=\"wpb_row row-inner\"><div class=\"wpb_column pos-top pos-center align_left column_parent col-lg-12 single-internal-gutter\"><div class=\"uncol style-light\"  ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><\/div><\/div><\/div><\/div><\/div><script id=\"script-row-unique-0\" data-row=\"script-row-unique-0\" type=\"text\/javascript\" class=\"vc_controls\">UNCODE.initRow(document.getElementById(\"row-unique-0\"));<\/script><\/div><\/div><\/div><div data-parent=\"true\" class=\"vc_row limit-width row-container\" id=\"row-unique-1\"><div class=\"row single-top-padding double-bottom-padding single-h-padding row-parent\"><div class=\"wpb_row row-inner\"><div class=\"wpb_column pos-top pos-center align_left column_parent col-lg-12 single-internal-gutter\"><div class=\"uncol style-light\"  ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div class=\"vc_custom_heading_wrap\"><div class=\"heading-text el-text left-t-right animate_when_almost_visible\" data-delay=\"200\" data-speed=\"400\"><h5 class=\"h5 text-accent-color text-uppercase\" ><span>L&#8217;esperienza di Alta Formazione al CNR ISPC<\/span><\/h5><\/div><div class=\"clear\"><\/div><\/div><div class=\"uncode_text_column\" ><\/p>\n<h4 style=\"text-align: right;\"><em>Dicembre 2022<\/em><\/h4>\n<h2>The eye of the machine in the time of travel<\/h2>\n<h3>Applicazione di algoritmi di machine learning ai dataset satellitari per il rilevamento di potenziali nuovi siti archeologici legati alla mobilita\u0300 di gruppi preistorici e protostorici<\/h3>\n<h4>Casi di studio tra Italia Meridionale e Sahara<\/h4>\n<p>\n<\/div><div class=\"uncode_text_column\" ><p>Sin dal periodo universitario presso l\u2019<a href=\"https:\/\/www.unibo.it\/it\" target=\"_blank\" rel=\"noopener\">Alma Mater Studiorum Universit\u00e0 di Bologna<\/a>, i miei interessi di ricerca si sono rivolti allo studio della Preistoria e Protostoria e agli ambienti semi-aridi ed estremamente aridi del Vicino Oriente e del Nord Africa, partecipando a missioni archeologiche di ricerca in Egitto con l\u2019<a href=\"https:\/\/www.akapegypt.org\/\" target=\"_blank\" rel=\"noopener\">Aswan Kom Ombo Archaeological Project<\/a> e la <a href=\"https:\/\/www.yale.edu\/\" target=\"_blank\" rel=\"noopener\">Yale University<\/a>, ed in Etiopia con la <a href=\"https:\/\/www.ucla.edu\/\" target=\"_blank\" rel=\"noopener\">University of California Los Angeles<\/a>. In questi gruppi di ricerca e contesti di studio, oltre a condurre tutte le operazioni proprie del fieldwork, ho avuto modo di sviluppare e sperimentare tecniche di rilievo digitale e analisi computerizzata dei risultati attraverso sistemi di fotogrammetria, modellazione 3D e analisi GIS.<\/p>\n<\/div><div class=\"vc_row row-internal row-container\"><div class=\"row row-child\"><div class=\"wpb_row row-inner\"><div class=\"wpb_column pos-top pos-center align_left column_child col-lg-6 single-internal-gutter\"><div class=\"uncol style-light\" ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div id=\"gallery-149104\" class=\"un-media-gallery isotope-system isotope-general-light grid-general-light\">\n\t\t\t\t\t\n\t\n\t<div class=\"isotope-wrapper grid-wrapper single-gutter\" >\n\t\t\t\t\t\t\t\t\t<div class=\"isotope-container isotope-layout style-masonry\" data-type=\"masonry\" data-layout=\"masonry\" data-lg=\"1000\" data-md=\"600\" data-sm=\"480\">\n<div class=\"tmb tmb-iso-w6 tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-bordered tmb-id-14816  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 102%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato.jpg\"  class=\"pushed\" data-active=\"1\" data-lbox=\"ilightbox_gallery-149104\" data-options=\"width:1242,height:1267,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-294x300.jpg'\" data-lb-index=\"0\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Alessia Brucato, dottoranda PASAP Med - 37\u00b0 ciclo, durante la fase di elaborazione delle immagini satellitari | \u00a9 CNR ISPC<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14816\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato.jpg\" width=\"1242\" height=\"1267\" alt=\"Alessia Brucato, dottoranda PASAP Med - 37\u00b0 ciclo, durante la fase di elaborazione delle immagini satellitari\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato.jpg 1242w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-294x300.jpg 294w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-1004x1024.jpg 1004w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-768x783.jpg 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-12x12.jpg 12w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-1_Brucato-350x357.jpg 350w\" sizes=\"(max-width: 1242px) 100vw, 1242px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div>\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\t\n\t\n<\/div>\n\n<\/div><\/div><\/div><\/div><\/div><div class=\"wpb_column pos-top pos-center align_left column_child col-lg-6 single-internal-gutter\"><div class=\"uncol style-light\" ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div class=\"uncode_text_column\" ><p>Il desiderio di osservare i contesti e i siti archeologici studiati nei record e sul campo da un punto di vista pi\u00f9 ampio, interconnesso col paleo ambiente cos\u00ec come con i fenomeni di mobilit\u00e0 e insediamento dei gruppi preistorici e protostorici del Nord Africa, mi ha portato a intraprendere lo studio di diverse metodologie proprie dell\u2019Archeologia del paesaggio e degli approcci computazionali ai dati archeologici. In particolare, l\u2019elaborazione e analisi delle informazioni derivanti da UAV, aerei, mappe topografiche e immagini satellitari su sistemi GIS. Fra questi, i dataset di immagini satellitari si sono sin da subito rivelati estremamente promettenti, ma anche terribilmente vasti, densi e complessi da collezionare, filtrare e classificare manualmente per indagare specifici elementi archeologici. Di conseguenza, ho deciso di approfondire lo studio dei processi di analisi e classificazione automatica e semi-automatica delle immagini ed in particolare alcuni algoritmi di machine e deep learning.<\/p>\n<p>Spinta dall\u2019interesse archeologico e metodologico verso questo settore, nel 2021 ho presentato un progetto di ricerca dottorale, attualmente in corso nell\u2019ambito del Dottorato in <em>Patrimoni archeologici, storici, architettonici e paesaggistici mediterranei<\/em> (PASAP Med), promosso dall\u2019Universit\u00e0 degli Studi di Bari Aldo Moro, dall\u2019Istituto di Scienze del Patrimonio Culturale del CNR e dal Politecnico di Bari.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"uncode_text_column\" ><p>Il progetto di ricerca, dal titolo \u201cThe eye of the machine in the time of travel: applicazione di algoritmi di machine learning ai dataset satellitari per il rilevamento di potenziali nuovi siti archeologici legati alla mobilita\u0300 di gruppi preistorici e protostorici. Casi di studio tra Italia Meridionale e Sahara\u201d, \u00e8 seguito da Giulio Lucarini, ricercatore CNR ISPC, in qualit\u00e0 di tutor, e da Nicola Masini, responsabile della sede CNR ISPC di Potenza, e Giuseppe Scardozzi, responsabile della sede CNR ISPC di Lecce, in qualit\u00e0 di co-tutores.<\/p>\n<p>Il progetto si avvale, inoltre, della collaborazione di Hector A. Orengo e Arnau Garcia-Molsosa, ricercatori presso il Catalan Institute of Classical Archaeology, in qualit\u00e0 di co-tutores esterni e dall\u2019azienda italiana Planetek Italia s.r.l. e Nicol\u00f2 Taggio, technical specialist del team GeoAnalytics dell&#8217;azienda Planetek Italia s.r.l., in qualit\u00e0 di co-tutor aziendale.<\/p>\n<\/div><div class=\"vc_row row-internal row-container\"><div class=\"row row-child\"><div class=\"wpb_row row-inner\"><div class=\"wpb_column pos-top pos-center align_left column_child col-lg-6 single-internal-gutter\"><div class=\"uncol style-light\" ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div class=\"uncode_text_column\" ><p>Le strutture archeologiche oggetto di studio e visibili dallo spazio sono:<\/p>\n<ul>\n<li>Le fondazioni di capanna (Slab Structure) dei proto-insediamenti olocenici (VII-VI mill. aC) delle oasi del Deserto Occidentale Egiziano (Farafra, Dakhlah, Kharga), costruite dai gruppi di cacciatori-raccoglitori\/primi pastori nomadi che hanno abitato le regioni ad Ovest della Valle del Nilo.<\/li>\n<li>I \u201cTumuli\u201d a Serratura (Key-Hole) e ad Antenna del Sahara Centrale ed Occidentale, edificati delle comunit\u00e0 pastorali Pre-Garamantiche del Medio Olocene (IV-II mill. aC), che hanno attraversato su diverse traiettorie di percorrenza la regione nord-africana durante il suo processo di desertificazione.<\/li>\n<li>I primi complessi insediativi neolitici (V-IV mill. aC) delle isole mediterranee centrali, edificati dalle comunit\u00e0 locali in ragione di molteplici condizioni culturali e paleo ambientali favorevoli.<\/li>\n<\/ul>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"wpb_column pos-top pos-center align_left column_child col-lg-6 single-internal-gutter\"><div class=\"uncol style-light\" ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div id=\"gallery-149983\" class=\"un-media-gallery isotope-system isotope-general-light grid-general-light\">\n\t\t\t\t\t\n\t\n\t<div class=\"isotope-wrapper grid-wrapper single-gutter\" >\n\t\t\t\t\t\t\t\t\t<div class=\"isotope-container isotope-layout style-masonry\" data-type=\"masonry\" data-layout=\"masonry\" data-lg=\"1000\" data-md=\"600\" data-sm=\"480\">\n<div class=\"tmb tmb-iso-w6 tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-bordered tmb-id-14822  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 66.7%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato.jpg\"  class=\"pushed\" data-caption=\"Slab Structures, Archivio Fotografico FPP, foto di Carlos de la Fuente\" data-dir=\"vertical\" data-lbox=\"ilightbox_gallery-149983\" data-options=\"width:451,height:301,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato-300x200.jpg'\" data-lb-index=\"0\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Slab Structures, Archivio Fotografico FPP, foto di Carlos de la Fuente<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14822\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato.jpg\" width=\"451\" height=\"301\" alt=\"Slab Structures, Archivio Fotografico FPP, foto di Carlos de la Fuente\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato.jpg 451w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato-300x200.jpg 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato-18x12.jpg 18w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-2_Brucato-350x234.jpg 350w\" sizes=\"(max-width: 451px) 100vw, 451px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div>\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\t\n\t\n<\/div>\n\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"uncode_text_column\" ><p>I materiali della ricerca si compongono di record archeologici e materiali di studio digitalizzati; geolocalizzazione dei siti di interesse e immagini satellitari pancromatiche, RGB, SAR, Multi-Spettrali, DEM.<\/p>\n<p>La metodologia impiegata si basa su processi di individuazione automatica e semi automatica di queste strutture visibili dallo spazio e sull\u2019analisi della loro distribuzione nei diversi areali di frequentazione attraverso: l\u2019applicazione di filtri statistici e grafici; l\u2019identificazione di <em>proxy indicators<\/em> nel record archeologico e nelle immagini satellitari; la classificazione automatica e semiautomatica delle immagini satellitari e le analisi di distribuzione.<\/p>\n<\/div><div class=\"un-media-gallery owl-carousel-wrapper\">\n\t\t\n\t\n\t<div class=\"owl-carousel-container owl-carousel-loading single-gutter\" >\n\t\t\t\t\t\t\t\t\t<div id=\"gallery-18644201\" class=\"owl-carousel owl-element owl-height-auto\" data-navmobile=\"false\" data-navspeed=\"400\" data-autoplay=\"true\" data-timeout=\"3000\" data-stagepadding=\"0\" data-lg=\"4\" data-md=\"3\" data-sm=\"1\">\n<div class=\"tmb tmb-carousel tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-id-14818  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 70.7%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-scaled.jpg\"  class=\"pushed\" data-caption=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale OSAVI\" data-dir=\"vertical\" data-lbox=\"ilightbox_gallery-18644201\" data-options=\"width:2560,height:1810,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-300x212.jpg'\" data-lb-index=\"0\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Immagine satellitare Sentinel 2 elaborata con indice spettrale OSAVI<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14818\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-scaled.jpg\" width=\"2560\" height=\"1810\" alt=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale OSAVI\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-scaled.jpg 2560w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-300x212.jpg 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-1024x724.jpg 1024w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-768x543.jpg 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-1536x1086.jpg 1536w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-2048x1448.jpg 2048w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-18x12.jpg 18w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-3_Brucato-350x248.jpg 350w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><div class=\"tmb tmb-carousel tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-id-14819  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 70.7%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-scaled.jpg\"  class=\"pushed\" data-caption=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale NDWI\" data-dir=\"vertical\" data-lbox=\"ilightbox_gallery-18644201\" data-options=\"width:2560,height:1810,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-300x212.jpg'\" data-lb-index=\"1\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Immagine satellitare Sentinel 2 elaborata con indice spettrale NDWI<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14819\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-scaled.jpg\" width=\"2560\" height=\"1810\" alt=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale NDWI\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-scaled.jpg 2560w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-300x212.jpg 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-1024x724.jpg 1024w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-768x543.jpg 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-1536x1086.jpg 1536w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-2048x1448.jpg 2048w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-18x12.jpg 18w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-4_Brucato-350x248.jpg 350w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><div class=\"tmb tmb-carousel tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-id-14820  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 70.7%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-scaled.jpg\"  class=\"pushed\" data-caption=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale DVI\" data-dir=\"vertical\" data-lbox=\"ilightbox_gallery-18644201\" data-options=\"width:2560,height:1810,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-300x212.jpg'\" data-lb-index=\"2\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Immagine satellitare Sentinel 2 elaborata con indice spettrale DVI<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14820\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-scaled.jpg\" width=\"2560\" height=\"1810\" alt=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale DVI\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-scaled.jpg 2560w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-300x212.jpg 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-1024x724.jpg 1024w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-768x543.jpg 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-1536x1086.jpg 1536w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-2048x1448.jpg 2048w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-18x12.jpg 18w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-5_Brucato-350x248.jpg 350w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><div class=\"tmb tmb-carousel tmb-iso-h4 tmb-light tmb-overlay-text-anim tmb-overlay-anim tmb-overlay-middle tmb-overlay-text-left tmb-image-anim tmb-id-14821  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg tmb-lightbox\" ><div class=\"t-inside no-anim\" ><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"t-entry-visual-cont\"><div class=\"dummy\" style=\"padding-top: 70.7%;\"><\/div><a href=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-scaled.jpg\"  class=\"pushed\" data-caption=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale WET\" data-dir=\"vertical\" data-lbox=\"ilightbox_gallery-18644201\" data-options=\"width:2560,height:1810,thumbnail: 'https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-300x212.jpg'\" data-lb-index=\"3\"><div class=\"t-entry-visual-overlay\"><div class=\"t-entry-visual-overlay-in style-dark-bg\" style=\"opacity: 0.5;\"><\/div><\/div><div class=\"t-overlay-wrap\"><div class=\"t-overlay-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"t-overlay-text single-block-padding\"><div class=\"t-entry\"><p class=\"t-entry-excerpt\">Immagine satellitare Sentinel 2 elaborata con indice spettrale WET<\/p><\/div><\/div><\/div><\/div><\/div><img decoding=\"async\" class=\"wp-image-14821\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-scaled.jpg\" width=\"2560\" height=\"1810\" alt=\"Immagine satellitare Sentinel 2 elaborata con indice spettrale WET\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-scaled.jpg 2560w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-300x212.jpg 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-1024x724.jpg 1024w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-768x543.jpg 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-1536x1086.jpg 1536w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-2048x1448.jpg 2048w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-18x12.jpg 18w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/12\/Immagine-6_Brucato-350x248.jpg 350w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div>\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\t\n\t\n<\/div>\n\n<div class=\"uncode_text_column\" ><p>I risultati preliminari dell\u2019applicazione di queste tecniche durante il primo anno di dottorato sono promettenti e stanno attualmente procedendo verso la verifica sul campo e l\u2019applicazione di ulteriori algoritmi automatici e semiautomatici di analisi e classificazione.<\/p>\n<p>In futuro, i dati di questo studio saranno oggetto di ulteriori confronti con altre discipline archeologiche per la comprensione pi\u00f9 ampia dei diversi modelli di mobilit\u00e0 ed insediamento nel Nord Africa e nel Mediterraneo Centrale.<\/p>\n<\/div><div class=\"vc_row row-internal row-container\"><div class=\"row unequal col-double-gutter row-child\"><div class=\"wpb_row row-inner\"><div class=\"wpb_column pos-top pos-center align_left column_child col-lg-4 one-internal-gutter\"><div class=\"uncol style-spec style-dark\" ><div class=\"uncoltable\"><div class=\"uncell no-block-padding\" ><div class=\"uncont\" ><div class=\"empty-space empty-single\" ><span class=\"empty-space-inner\"><\/span><\/div>\n<div class=\"uncode-single-media  text-left\"><div class=\"single-wrapper\" style=\"max-width: 100%;\"><div class=\"tmb tmb-light  tmb-media-first tmb-media-last tmb-content-overlay tmb-no-bg\"><div class=\"t-inside\"><div class=\"t-entry-visual\"><div class=\"t-entry-visual-tc\"><div class=\"uncode-single-media-wrapper\"><img decoding=\"async\" class=\"wp-image-11072\" src=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo.png\" width=\"1080\" height=\"1080\" alt=\"\" srcset=\"https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo.png 1080w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo-300x300.png 300w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo-1024x1024.png 1024w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo-150x150.png 150w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo-768x768.png 768w, https:\/\/www.ispc.cnr.it\/wp-content\/uploads\/2022\/03\/Alessia-Bricato_37ciclo-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"wpb_column pos-middle pos-right align_left column_child col-lg-8 single-internal-gutter\"><div class=\"uncol style-light\" ><div class=\"uncoltable\"><div class=\"uncell double-block-padding\" ><div class=\"uncont\" ><div class=\"vc_custom_heading_wrap\"><div class=\"heading-text el-text\" ><h3 class=\"h3\" ><span>Alessia Brucato<\/span><\/h3><div class=\"text-lead\"><p>Dottoranda del corso in Patrimoni archeologici, storici, architettonici e paesaggistici mediterranei (PASAP Med) | 37\u00b0 ciclo.<\/p>\n<\/div><\/div><div class=\"clear\"><\/div><\/div><span class=\"btn-container\" ><a role=\"button\"  href=\"https:\/\/www.ispc.cnr.it\/en\/alta-formazione\/dottorato-pasap-med\/alessia-brucato\/\" class=\"custom-link btn border-width-0 btn-accent btn-icon-left\" target=\"_blank\">About<\/a><\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><script id=\"script-row-unique-1\" data-row=\"script-row-unique-1\" type=\"text\/javascript\" class=\"vc_controls\">UNCODE.initRow(document.getElementById(\"row-unique-1\"));<\/script><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"L'esperienza di Alta Formazione al CNR ISPCDicembre 2022 The eye of the machine in the time of travel Applicazione di [...]","protected":false},"author":10,"featured_media":14832,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[568],"tags":[],"research-field":[],"research_field_news":[],"project_status_eu":[],"project_status_na":[],"project_status_reg":[],"project_status_field":[],"project_status_international":[],"class_list":["post-14814","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-diario-di-studio"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The eye of the machine in the time of travel | Istituto di Scienze del Patrimonio Culturale<\/title>\n<meta name=\"description\" content=\"Applicazione di algoritmi di machine learning ai dataset satellitari per il rilevamento di siti archeologici tra Italia meridionale e Sahara.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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