{"id":66503,"date":"2025-09-26T13:31:22","date_gmt":"2025-09-26T17:31:22","guid":{"rendered":"https:\/\/globalfishingwatch.org\/?p=66503"},"modified":"2025-09-26T15:17:29","modified_gmt":"2025-09-26T19:17:29","slug":"articulo-en-revista-cientifica-aclara-como-se-generan-los-datos-de-pesca-de-global-fishing-watch","status":"publish","type":"post","link":"https:\/\/globalfishingwatch.org\/es\/articulo\/articulo-en-revista-cientifica-aclara-como-se-generan-los-datos-de-pesca-de-global-fishing-watch\/","title":{"rendered":"Art\u00edculo en revista cient\u00edfica aclara c\u00f3mo se generan los datos de pesca de Global Fishing Watch"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"66503\" class=\"elementor elementor-66503 elementor-66478\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1758fdde elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1758fdde\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7e56ac40\" data-id=\"7e56ac40\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<main class=\"elementor-element elementor-element-f468226 e-flex e-con-boxed e-con e-parent\" data-id=\"f468226\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-29906cab e-con-full e-flex e-con e-child\" data-id=\"29906cab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4c5e7bc7 elementor-widget elementor-widget-post-info\" data-id=\"4c5e7bc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-8a8d506 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/globalfishingwatch.org\/category\/article\/\" class=\"elementor-post-info__terms-list-item\">Article<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-507c638 elementor-widget elementor-widget-heading\" data-id=\"507c638\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Art\u00edculo en revista cient\u00edfica aclara c\u00f3mo se generan los datos de pesca de Global Fishing Watch<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fd5bb9a elementor-widget elementor-widget-post-info\" data-id=\"4fd5bb9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-8a8d506 elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">By<\/span>\n\t\t\t\t\t\t\t\t\t\tRoc\u00edo Joo\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dd6611b elementor-widget elementor-widget-post-info\" data-id=\"1dd6611b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-8a8d506 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Published<\/span>\n\t\t\t\t\t\t\t\t\t\t<time>septiembre 26, 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a02b870 elementor-share-buttons--view-icon elementor-share-buttons--skin-flat elementor-share-buttons--shape-circle elementor-share-buttons--color-custom elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"a02b870\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en 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20.791-32.161 39.308-52.628 54.253z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Compartir en linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-f3aa17f e-con-full e-flex e-con e-child\" data-id=\"f3aa17f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3d0d597e e-con-full e-flex e-con e-child\" data-id=\"3d0d597e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2efe6b0 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"2efe6b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Respuesta publicada a un estudio que afirmaba que nuestros algoritmos sobreestiman la actividad pesquera<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e053f75 elementor-widget elementor-widget-text-editor\" data-id=\"4e053f75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">En Global Fishing Watch, nos esforzamos por facilitar la investigaci\u00f3n cient\u00edfica para transformar la forma en que gestionamos nuestro oc\u00e9ano mediante el aumento de la <\/span><a href=\"https:\/\/globalfishingwatch.org\/open-ocean-project\/\"><span style=\"font-weight: 400;\">transparencia de la actividad humana en el mar<\/span><\/a><span style=\"font-weight: 400;\">. Compartir datos de pesca precisos y \u00fatiles es clave para esos objetivos, por lo que nos tomamos muy en serio cuando un art\u00edculo cient\u00edfico sugiri\u00f3 que nuestros algoritmos sobreestimaban la actividad pesquera.<\/span><\/p><p><span style=\"font-weight: 400;\">El <\/span><a href=\"https:\/\/academic.oup.com\/icesjms\/article\/82\/3\/fsaf033\/8090016\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">estudio<\/span><\/a><span style=\"font-weight: 400;\"> reciente de Hintzen et al. compar\u00f3 los eventos de pesca de nuestra API con observaciones de despliegue de artes de programas de auto-muestreo a bordo de dos flotas de arrastre pel\u00e1gico en el Atl\u00e1ntico Nordeste. Los autores concluyeron que nuestros eventos de pesca sobrepredicen el esfuerzo en estas flotas tras encontrar una fuerte concordancia en las ubicaciones de pesca, pero diferencias en el n\u00famero de eventos y su duraci\u00f3n. Sin embargo, el n\u00famero y duraci\u00f3n de los eventos en nuestros datos no son directamente comparables con el n\u00famero y duraci\u00f3n de los lances. La revista <a href=\"https:\/\/academic.oup.com\/icesjms\/article\/82\/9\/fsaf167\/8264405\" target=\"_blank\" rel=\"noopener\">ha publicado nuestra respuesta<\/a> a este estudio, en la que aclaramos c\u00f3mo se generan nuestros datos de pesca, as\u00ed como sus usos previstos y no previstos.<\/span><\/p><p><span style=\"font-weight: 400;\">Los comportamientos de las embarcaciones que representan actividad pesquera (por ejemplo, b\u00fasqueda, lanzamiento, recogida o inmersi\u00f3n de artes) pueden variar sustancialmente seg\u00fan la flota y la regi\u00f3n, lo que dificulta diferenciar con precisi\u00f3n estos comportamientos bas\u00e1ndose \u00fanicamente en datos de seguimiento. Por esta raz\u00f3n, nuestro modelo general de pesca no fue dise\u00f1ado para distinguir entre estos distintos comportamientos pesqueros. En su lugar, el modelo busca proporcionar un conjunto de datos global sobre la actividad pesquera que represente con precisi\u00f3n su distribuci\u00f3n espacial a trav\u00e9s de las pesquer\u00edas.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54b4d64 elementor-widget elementor-widget-image\" data-id=\"54b4d64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"map_global_effort1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjY0ODIsInVybCI6Imh0dHBzOlwvXC9nbG9iYWxmaXNoaW5nd2F0Y2gub3JnXC93cC1jb250ZW50XC91cGxvYWRzXC9tYXBfZ2xvYmFsX2VmZm9ydDEud2VicCJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"702\" src=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-1400x819.webp\" class=\"attachment-large size-large wp-image-66482\" alt=\"Mapa mundial que muestra las horas de pesca aparentes por kil\u00f3metro cuadrado de 2012 a 2024, con el amarillo brillante indicando la alta actividad a lo largo de las costas y el azul oscuro indicando la baja actividad en alta mar.\" srcset=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-1400x819.webp 1400w, https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-500x293.webp 500w, https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-768x449.webp 768w, https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-50x29.webp 50w, https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1-1536x899.webp 1536w, https:\/\/globalfishingwatch.org\/wp-content\/uploads\/map_global_effort1.webp 1900w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Un mapa global muestra las horas de pesca aparentes por kil\u00f3metro cuadrado a partir de la publicaci\u00f3n actual de nuestro conjunto de datos de esfuerzo pesquero, que abarca el per\u00edodo 2012-2024. Copyright:  \u00a9 2025 Global Fishing Watch<\/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<div class=\"elementor-element elementor-element-f5bdcc7 elementor-widget elementor-widget-text-editor\" data-id=\"f5bdcc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Nuestra respuesta tambi\u00e9n explica c\u00f3mo se calculan los dos conjuntos de datos de pesca en nuestras <\/span><a href=\"https:\/\/globalfishingwatch.org\/our-apis\/documentation#introduction\"><span style=\"font-weight: 400;\">API<\/span><\/a><span style=\"font-weight: 400;\">, actualmente denominados eventos de pesca aparentes y esfuerzo pesquero. Los eventos de pesca (el conjunto de datos utilizado en Hintzen et al.) fueron concebidos para crear una representaci\u00f3n visualmente l\u00f3gica de la actividad pesquera relacionada en la <\/span><a href=\"https:\/\/globalfishingwatch.org\/es\/nuestro-mapa\/\"><span style=\"font-weight: 400;\">plataforma de Global Fishing Watch<\/span><\/a><span style=\"font-weight: 400;\">, agrupando posiciones consecutivas de pesca predicha. Por lo tanto, no debe esperarse que el conjunto de datos de eventos de pesca coincida con lances individuales de despliegue de artes.<\/span><\/p><p><span style=\"font-weight: 400;\">Otra afirmaci\u00f3n de Hintzen et al. fue que confiar en los conjuntos de datos de pesca de Global Fishing Watch podr\u00eda llevar a \u201can\u00e1lisis incorrectos del impacto de la pesca en numerosos aspectos del ecosistema\u201d, citando varios estudios que usaron datos de Global Fishing Watch. Revisamos los estudios citados y encontramos que la mayor\u00eda utiliz\u00f3 nuestros datos para analizar la distribuci\u00f3n espacial de la pesca, la cual se demostr\u00f3 que era precisa.<\/span><\/p><p><span style=\"font-weight: 400;\">Para mitigar el uso indebido de nuestros datos y aumentar su utilidad, estamos implementando las siguientes mejoras t\u00e9cnicas y de documentaci\u00f3n:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca8b3fe elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ca8b3fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hemos publicado recientemente documentaci\u00f3n para guiar mejor el uso adecuado de nuestros conjuntos de datos de <a href=\"https:\/\/globalfishingwatch.org\/es\/data-documentation-es\/eventos-de-pesca-aparente-ais\/\">eventos de pesca<\/a> y <A href=\"https:\/\/globalfishingwatch.org\/es\/data-documentation-es\/esfuerzo-de-pesca-aparente-ais\/\">esfuerzo aparente<\/a>, y hemos iniciado una investigaci\u00f3n con usuarios para explorar nombres alternativos para estos dos conjuntos de datos.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Estamos cambiando la arquitectura de nuestro modelo de una red neuronal convolucional a una red neuronal basada en transformadores. La arquitectura de transformadores puede capturar dependencias de largo alcance de manera efectiva mediante mecanismos de atenci\u00f3n, t\u00e9cnicas de aprendizaje autom\u00e1tico que permiten que cada posici\u00f3n en una secuencia atienda a todas las dem\u00e1s. Esto permite que el modelo capture relaciones entre diferentes partes de la secuencia de una manera que no es pr\u00e1ctica con redes neuronales convolucionales.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Los datos utilizados para entrenar esta nueva versi\u00f3n del modelo general de pesca abarcan distribuciones geogr\u00e1ficas m\u00e1s amplias y diferentes flotas en todo el mundo.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e0edf8 elementor-widget elementor-widget-text-editor\" data-id=\"4e0edf8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Adem\u00e1s del modelo general de pesca, estamos trabajando en modelos espec\u00edficos por arte de pesca, cuyas predicciones ser\u00edan mejores aproximaciones del despliegue de artes y podr\u00edan traducirse m\u00e1s f\u00e1cilmente en m\u00e9tricas de esfuerzo. Un conjunto de datos est\u00e1tico de eventos predichos para palangres a la deriva, que distingue entre comportamientos de lanzamiento y recogida, est\u00e1 disponible p\u00fablicamente y de forma gratuita para usuarios registrados a trav\u00e9s de nuestro <\/span><a href=\"https:\/\/globalfishingwatch.org\/data-download\/datasets\/public-kroodsma-2023-longline-sets%3Av20230511\"><span style=\"font-weight: 400;\">portal de descarga de datos<\/span><\/a><span style=\"font-weight: 400;\">, y un conjunto de datos actualizado estar\u00e1 disponible en 2026. Un modelo de arrastre, actualmente en desarrollo, busca diferenciar entre arrastre de fondo y de media agua. Un conjunto de datos est\u00e1tico provisional de predicciones est\u00e1 disponible <\/span><a href=\"mailto:research@globalfishingwatch.org\"><span style=\"font-weight: 400;\">bajo solicitud<\/span><\/a><span style=\"font-weight: 400;\"> y ser\u00e1 publicado en nuestro sitio web el pr\u00f3ximo a\u00f1o.<\/span><\/p><p><span style=\"font-weight: 400;\">Creemos que una colaboraci\u00f3n m\u00e1s estrecha con expertos en pesca y comparaciones con bit\u00e1coras o datos de observadores de alta calidad son esenciales para mejorar los datos de actividad pesquera que compartimos con el mundo. Nuestro objetivo es crear espacios para discutir mejores formas de estimar y representar la actividad pesquera en el futuro, y haremos todo lo posible por involucrar a expertos pesqueros de todo el mundo. Por favor, <\/span><a href=\"mailto:research@globalfishingwatch.org\"><span style=\"font-weight: 400;\">cont\u00e1ctenos<\/span><\/a><span style=\"font-weight: 400;\"> si est\u00e1 interesado en colaborar con datos o conocimientos t\u00e9cnicos para mejorar la calidad de estos modelos y conjuntos de datos, o si est\u00e1 liderando alg\u00fan proyecto de investigaci\u00f3n pesquera al que quisiera que contribuy\u00e9ramos.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a17ee1f e-con-full e-flex e-con e-child\" data-id=\"2a17ee1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64e9e5b0 elementor-widget elementor-widget-heading\" data-id=\"64e9e5b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Experto relacionado<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6adabea7 elementor-author-box--image-valign-top elementor-widget elementor-widget-author-box\" data-id=\"6adabea7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/globalfishingwatch.org\/rocio-joo\/\" class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/rocio_joo.webp\" alt=\"Imagen de Roc\u00edo Joo\" loading=\"lazy\">\n\t\t\t\t<\/a>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/globalfishingwatch.org\/rocio-joo\/\">\n\t\t\t\t\t\t<span class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tRoc\u00edo Joo\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>Cient\u00edfica s\u00e9nior de datos<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3542744a elementor-widget elementor-widget-heading\" data-id=\"3542744a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contenido relacionado<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16eddd67 anwp-pg-widget-header-style--b anwp-pg-post-teaser__post-icon--size-16 anwp-pg-post-teaser__post-icon--position-center elementor-widget elementor-widget-anwp-pg-light-grid\" data-id=\"16eddd67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"anwp-pg-light-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"anwp-pg-wrap\">\n\n\t\n\t<div class=\"d-flex anwp-row flex-wrap anwp-pg-light-grid anwp-pg-posts-wrapper\">\n\t\t<div class=\"anwp-pg-post-teaser anwp-pg-post-teaser--layout-e anwp-col-lg-12 anwp-col-sm-12 anwp-col-12 d-flex position-relative\">\n\t<div class=\"anwp-pg-post-teaser__thumbnail position-relative\">\n\n\t\t\n\t\t\t\t\t<img loading=\"lazy\" class=\"anwp-pg-post-teaser__thumbnail-img d-block anwp-object-cover m-0 w-100\" alt=\"Global Fishing Watch celebra el hist\u00f3rico reconocimiento a la transparencia en la lucha contra la pesca ilegal\"\n\t\t\t\tsrc=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/courtney-150x150.webp\"\/>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__thumbnail-bg anwp-position-cover\"><\/div>\n\t<\/div>\n\n\t<div class=\"anwp-pg-post-teaser__content flex-grow-1 d-flex flex-column pt-1\">\n\t\t\t\t\t<div class=\"d-flex flex-wrap anwp-pg-post-teaser__top-meta\">\n\t\t\t\t<div class=\"anwp-pg-category__wrapper d-flex align-items-center anwp-pg-post-teaser__category-wrapper mb-1 mr-2 anwp-pg-category-parent-0\" style=\"color: #1565C0\">Declaraci\u00f3n<\/div>\t\t\t<\/div>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__title anwp-font-heading my-auto\">\n\t\t\tGlobal Fishing Watch celebra el hist\u00f3rico reconocimiento a la transparencia en la lucha contra la pesca ilegal\t\t<\/div>\n\n\t\t<div class=\"anwp-pg-post-teaser__bottom-meta mt-1 d-flex flex-wrap\">\n\n\t\t\t\t\t\t\t<div class=\"anwp-pg-post-teaser__bottom-meta-item d-flex align-items-center mr-3\">\n\t\t\t\t\t<svg class=\"anwp-pg-icon anwp-pg-icon--s16 mr-1\">\n\t\t\t\t\t\t<use xlink:href=\"#icon-anwp-pg-calendar\"><\/use>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t<span class=\"posted-on m-0\"><span class=\"screen-reader-text\">Posted on<\/span><time class=\"anwp-pg-published\" datetime=\"2026-09-11T08:36:30-04:00\">11 de septiembre de 2026<\/time><time class=\"anwp-pg-updated\" datetime=\"2026-09-11T12:47:47-04:00\">11 de septiembre de 2026<\/time><\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\n\t<\/div>\n\n\t<a class=\"anwp-position-cover anwp-link-without-effects\" href=\"https:\/\/globalfishingwatch.org\/es\/declaracion\/global-fishing-watch-celebra-el-historico-reconocimiento-a-la-transparencia-en-la-lucha-contra-la-pesca-ilegal\/\" aria-hidden=\"true\" ><\/a>\n<\/div>\n<div class=\"anwp-pg-post-teaser anwp-pg-post-teaser--layout-e anwp-col-lg-12 anwp-col-sm-12 anwp-col-12 d-flex position-relative\">\n\t<div class=\"anwp-pg-post-teaser__thumbnail position-relative\">\n\n\t\t\n\t\t\t\t\t<img loading=\"lazy\" class=\"anwp-pg-post-teaser__thumbnail-img d-block anwp-object-cover m-0 w-100\" alt=\"Gu\u00eda de mejores pr\u00e1cticas para el seguimiento de buques: Resumen y puntos destacados\"\n\t\t\t\tsrc=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/vtbp_brief-150x150.jpg\"\/>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__thumbnail-bg anwp-position-cover\"><\/div>\n\t<\/div>\n\n\t<div class=\"anwp-pg-post-teaser__content flex-grow-1 d-flex flex-column pt-1\">\n\t\t\t\t\t<div class=\"d-flex flex-wrap anwp-pg-post-teaser__top-meta\">\n\t\t\t\t<div class=\"anwp-pg-category__wrapper d-flex align-items-center anwp-pg-post-teaser__category-wrapper mb-1 mr-2 anwp-pg-category-parent-0\" style=\"color: #1565C0\">Sin categorizar<\/div>\t\t\t<\/div>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__title anwp-font-heading my-auto\">\n\t\t\tGu\u00eda de mejores pr\u00e1cticas para el seguimiento de buques: Resumen y puntos destacados\t\t<\/div>\n\n\t\t<div class=\"anwp-pg-post-teaser__bottom-meta mt-1 d-flex flex-wrap\">\n\n\t\t\t\t\t\t\t<div class=\"anwp-pg-post-teaser__bottom-meta-item d-flex align-items-center mr-3\">\n\t\t\t\t\t<svg class=\"anwp-pg-icon anwp-pg-icon--s16 mr-1\">\n\t\t\t\t\t\t<use xlink:href=\"#icon-anwp-pg-calendar\"><\/use>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t<span class=\"posted-on m-0\"><span class=\"screen-reader-text\">Posted on<\/span><time class=\"anwp-pg-published\" datetime=\"2026-09-10T07:21:22-04:00\">10 de septiembre de 2026<\/time><time class=\"anwp-pg-updated\" datetime=\"2026-09-10T07:21:22-04:00\">10 de septiembre de 2026<\/time><\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\n\t<\/div>\n\n\t<a class=\"anwp-position-cover anwp-link-without-effects\" href=\"https:\/\/globalfishingwatch.org\/es\/sin-categorizar\/guia-de-mejores-practicas-para-el-seguimiento-de-buques-resumen-y-puntos-destacados\/\" aria-hidden=\"true\" ><\/a>\n<\/div>\n<div class=\"anwp-pg-post-teaser anwp-pg-post-teaser--layout-e anwp-col-lg-12 anwp-col-sm-12 anwp-col-12 d-flex position-relative\">\n\t<div class=\"anwp-pg-post-teaser__thumbnail position-relative\">\n\n\t\t\n\t\t\t\t\t<img loading=\"lazy\" class=\"anwp-pg-post-teaser__thumbnail-img d-block anwp-object-cover m-0 w-100\" alt=\"AIS y VMS: 10 claves para entender el seguimiento de embarcaciones pesqueras\"\n\t\t\t\tsrc=\"https:\/\/globalfishingwatch.org\/wp-content\/uploads\/DDG_8582-150x150.webp\"\/>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__thumbnail-bg anwp-position-cover\"><\/div>\n\t<\/div>\n\n\t<div class=\"anwp-pg-post-teaser__content flex-grow-1 d-flex flex-column pt-1\">\n\t\t\t\t\t<div class=\"d-flex flex-wrap anwp-pg-post-teaser__top-meta\">\n\t\t\t\t<div class=\"anwp-pg-category__wrapper d-flex align-items-center anwp-pg-post-teaser__category-wrapper mb-1 mr-2 anwp-pg-category-parent-0\" style=\"color: #1565C0\">Ficha t\u00e9cnica<\/div>\t\t\t<\/div>\n\t\t\n\t\t<div class=\"anwp-pg-post-teaser__title anwp-font-heading my-auto\">\n\t\t\tAIS y VMS: 10 claves para entender el seguimiento de embarcaciones pesqueras\t\t<\/div>\n\n\t\t<div class=\"anwp-pg-post-teaser__bottom-meta mt-1 d-flex flex-wrap\">\n\n\t\t\t\t\t\t\t<div class=\"anwp-pg-post-teaser__bottom-meta-item d-flex align-items-center mr-3\">\n\t\t\t\t\t<svg class=\"anwp-pg-icon anwp-pg-icon--s16 mr-1\">\n\t\t\t\t\t\t<use xlink:href=\"#icon-anwp-pg-calendar\"><\/use>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t<span class=\"posted-on m-0\"><span class=\"screen-reader-text\">Posted on<\/span><time class=\"anwp-pg-published\" datetime=\"2026-09-10T07:20:27-04:00\">10 de septiembre de 2026<\/time><time class=\"anwp-pg-updated\" datetime=\"2026-09-11T09:47:17-04:00\">11 de septiembre de 2026<\/time><\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\n\t<\/div>\n\n\t<a class=\"anwp-position-cover anwp-link-without-effects\" href=\"https:\/\/globalfishingwatch.org\/es\/fact-sheet-es\/ais-y-vms-10-claves-para-entender-el-seguimiento-de-embarcaciones-pesqueras\/\" aria-hidden=\"true\" ><\/a>\n<\/div>\n\t<\/div>\n\t\n\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/main>\n\t\t<div class=\"elementor-element elementor-element-cc384bc e-flex e-con-boxed e-con e-parent\" data-id=\"cc384bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb8c78f elementor-widget elementor-widget-spacer\" data-id=\"bb8c78f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Respuesta publicada a un estudio que afirmaba que nuestros algoritmos sobreestiman la actividad pesquera<\/p>\n","protected":false},"author":63,"featured_media":66482,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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