{"id":1267,"date":"2026-01-07T21:52:44","date_gmt":"2026-01-07T20:52:44","guid":{"rendered":"https:\/\/raulmorenoyague.com\/?p=1267"},"modified":"2026-01-08T11:23:53","modified_gmt":"2026-01-08T10:23:53","slug":"remote-sensing","status":"publish","type":"post","link":"https:\/\/raulmorenoyague.com\/es\/remote-sensing\/","title":{"rendered":"Teledetecci\u00f3n"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"507\" height=\"378\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/raulmorenoyague.com\/wp-content\/uploads\/2026\/01\/Screenshot-2025-12-22-163052.png?resize=507%2C378&#038;ssl=1\" alt=\"region of Cadiz showing vineyards\" class=\"wp-image-1260\" srcset=\"https:\/\/i0.wp.com\/raulmorenoyague.com\/wp-content\/uploads\/2026\/01\/Screenshot-2025-12-22-163052.png?w=507&amp;ssl=1 507w, https:\/\/i0.wp.com\/raulmorenoyague.com\/wp-content\/uploads\/2026\/01\/Screenshot-2025-12-22-163052.png?resize=300%2C224&amp;ssl=1 300w, https:\/\/i0.wp.com\/raulmorenoyague.com\/wp-content\/uploads\/2026\/01\/Screenshot-2025-12-22-163052.png?resize=16%2C12&amp;ssl=1 16w\" sizes=\"auto, (max-width: 507px) 100vw, 507px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading has-neve-link-hover-color-color has-text-color has-link-color has-large-font-size wp-elements-22eb510e9d7e867260091928ae6e3793\">Nuevo Servicio de Monitorizaci\u00f3n Satelital para la Viticultura en C\u00e1diz<\/h1>\n\n\n\n<p class=\"\">La viticultura moderna se enfrenta a desaf\u00edos crecientes relacionados con la variabilidad clim\u00e1tica. Sequ\u00edas prolongadas, eventos t\u00e9rmicos extremos y patrones de precipitaci\u00f3n irregulares complican la gesti\u00f3n tradicional del vi\u00f1edo basada \u00fanicamente en la observaci\u00f3n visual y la experiencia hist\u00f3rica.<\/p>\n\n\n\n<p class=\"\">En respuesta a estas necesidades del sector, hemos desarrollado un servicio de monitorizaci\u00f3n satelital dise\u00f1ado espec\u00edficamente para viticultores de la provincia de C\u00e1diz, combinando tecnolog\u00eda de teledetecci\u00f3n con an\u00e1lisis de datos hist\u00f3ricos para proporcionar informaci\u00f3n objetiva sobre el estado de las explotaciones vitivin\u00edcolas.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Contexto y fundamento<\/h2>\n\n\n\n<p class=\"\">La teledetecci\u00f3n satelital ha demostrado su utilidad en agricultura de precisi\u00f3n durante las \u00faltimas dos d\u00e9cadas. Sin embargo, el acceso a estas herramientas ha estado tradicionalmente limitado a grandes explotaciones o grupos corporativos con recursos significativos.<\/p>\n\n\n\n<p class=\"\">Nuestro objetivo es democratizar el acceso a tecnolog\u00eda satelital profesional, ofreciendo servicios adaptados a las necesidades y escala de los viticultores locales, independientemente del tama\u00f1o de su explotaci\u00f3n.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Descripci\u00f3n del servicio<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Base Tecnol\u00f3gica<\/strong><\/h3>\n\n\n\n<p class=\"\">El servicio utiliza im\u00e1genes multiespectrales del sat\u00e9lite Sentinel-2 (Agencia Espacial Europea), con un tiempo de revisita de 5 d\u00edas y una resoluci\u00f3n espacial de 10 metros. Este sistema permite el an\u00e1lisis de:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\"><strong>NDVI (\u00edndice de vegetaci\u00f3n de diferencia normalizada)<\/strong>: Indicador del vigor vegetativo y del estado de la cubierta vegetal<\/li>\n\n\n\n<li class=\"\"><strong>NDWI (\u00edndice de agua de diferencia normalizada)<\/strong>: Indicador del contenido h\u00eddrico de la vegetaci\u00f3n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>An\u00e1lisis proporcionado<\/strong><\/h3>\n\n\n\n<p class=\"\">El servicio ofrece tres niveles de informaci\u00f3n:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. An\u00e1lisis de parcelas<\/strong>&nbsp;(todos los tama\u00f1os)<\/h4>\n\n\n\n<p class=\"\">Monitorizaci\u00f3n individualizada de cada explotaci\u00f3n, con:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Datos hist\u00f3ricos espec\u00edficos 2017-2025 de cada parcela<\/li>\n\n\n\n<li class=\"\">L\u00edneas base personalizadas<\/li>\n\n\n\n<li class=\"\">Referencias estables actualizadas anualmente despu\u00e9s de la vendimia<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Seguimiento semanal<\/strong>&nbsp;Screening (todos los tama\u00f1os)<\/h4>\n\n\n\n<p class=\"\">Durante la campa\u00f1a activa, actualizaciones peri\u00f3dicas que incluyen:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Evoluci\u00f3n de los indicadores respecto a la l\u00ednea base de cada parcela<\/li>\n\n\n\n<li class=\"\">Detecci\u00f3n de anomal\u00edas mediante comparaci\u00f3n con sus proprios patrones hist\u00f3ricos<\/li>\n\n\n\n<li class=\"\">Alertas tempranas sobre desviaciones significativas<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Monitoreo semanal<\/strong>&nbsp;Screening + Zonificaci\u00f3n (&gt; 5 ha)<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Todas las caracter\u00edsticas de screening mencionadas anteriormente, m\u00e1s:<\/li>\n\n\n\n<li class=\"\">Mapeo de variabilidad intra-parcela (identificaci\u00f3n de diferentes zonas dentro de la misma parcela)<\/li>\n\n\n\n<li class=\"\">Alertas espec\u00edficas por zona: detecci\u00f3n de qu\u00e9 \u00e1reas concretas requieren atenci\u00f3n.<\/li>\n<\/ul>\n\n\n\n<p class=\"\"><strong>4. NOTA:<\/strong>&nbsp;<strong>Para parcelas &lt; 5 ha&nbsp;<\/strong>que requieran an\u00e1lisis de zonificaci\u00f3n, recomendamos nuestros servicios de agricultura de precisi\u00f3n basados en drones. Por favor, cont\u00e1ctenos para m\u00e1s informaci\u00f3n sobre estos servicios.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Alcance y limitaciones<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Lo que el servicio proporciona<\/strong><\/h3>\n\n\n\n<p class=\"\">Esta es una oferta de servicios de\u00a0<strong>screening y detecci\u00f3n temprana<\/strong>. Su funci\u00f3n es:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Proporcionar vigilancia continua del vi\u00f1edo.<\/li>\n\n\n\n<li class=\"\">Identificar periodos con comportamiento an\u00f3malo<\/li>\n\n\n\n<li class=\"\">Identificar zonas con comportamiento an\u00f3malo (parcelas \u2265 5 ha utilizando Sentinel-2; cualquier tama\u00f1o con servicios de drones)<\/li>\n\n\n\n<li class=\"\">Ofrecer datos objetivos para complementar la observaci\u00f3n de campo<\/li>\n\n\n\n<li class=\"\">Facilitar la toma de decisiones a trav\u00e9s de informaci\u00f3n hist\u00f3rica contextualizada<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Lo que el servicio NO incluye<\/strong><\/h3>\n\n\n\n<p class=\"\">Es importante precisar que este servicio:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\"><strong>No proporciona recomendaciones agron\u00f3micas espec\u00edficas<\/strong>: los datos muestran el estado observado, pero las decisiones de manejo requieren considerar m\u00faltiples factores espec\u00edficos de cada explotaci\u00f3n (sistema de riego, objetivos productivos, capacidad operativa, mercado objetivo, etc.)<\/li>\n\n\n\n<li class=\"\"><strong>No se realiza predicciones de rendimiento<\/strong>: el an\u00e1lisis se centra en el estado fisiol\u00f3gico del vi\u00f1edo, no en estimaciones de producci\u00f3n<\/li>\n\n\n\n<li class=\"\"><strong>No sustituye la inspecci\u00f3n de campo<\/strong>: complementa la observaci\u00f3n directa, pero no la reemplaza<\/li>\n<\/ul>\n\n\n\n<p class=\"\"><em>Para viticultores que requieran interpretaci\u00f3n de datos y recomendaciones personalizadas, ofrecemos servicios adicionales de consultor\u00eda agron\u00f3mica.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Modelo de servicio escalable<\/h2>\n\n\n\n<p class=\"\">Hemos dise\u00f1ado una estructura modular que permite a cada viticultor elegir el nivel de servicio seg\u00fan sus necesidades:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nivel 1: Monitoreo satelital<\/strong>&nbsp;<em>(Servicio actual)<\/em><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Cobertura: Toda la operaci\u00f3n<\/li>\n\n\n\n<li class=\"\">Frecuencia: Cada semana (sujeto a disponibilidad de im\u00e1genes)<\/li>\n\n\n\n<li class=\"\">Resoluci\u00f3n: 10 metros<\/li>\n\n\n\n<li class=\"\">Funci\u00f3n: Screening y detecci\u00f3n de \u00e1reas de inter\u00e9s<\/li>\n\n\n\n<li class=\"\">Capacidad de zonificaci\u00f3n: parcelas \u2265 5 ha.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nivel 2: Agricultura de precisi\u00f3n<\/strong>&nbsp;<em>(En desarrollo)<\/em><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Servicio complementario de mapeo a\u00e9reo con resoluci\u00f3n centim\u00e9trica mediante drones multiespectrales.<\/li>\n\n\n\n<li class=\"\">An\u00e1lisis detallado de zonas espec\u00edficas identificadas en el screening satelital<\/li>\n\n\n\n<li class=\"\">Zonificaci\u00f3n para cualquier parcela<\/li>\n\n\n\n<li class=\"\">Mapas de variabilidad intra-parcela.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nivel 3: Aplicaciones de precisi\u00f3n<\/strong>&nbsp;<em>(En desarrollo)<\/em><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Servicios de aplicaci\u00f3n variable de insumos<\/li>\n\n\n\n<li class=\"\">Optimizaci\u00f3n de tratamientos fitosanitarios<\/li>\n\n\n\n<li class=\"\">Reducci\u00f3n estimada de inputs del 20-30%<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Nivel 4: Consultor\u00eda Integral<\/strong>&nbsp;<em>(Servicio personalizado)<\/em><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">An\u00e1lisis completo de datos<\/li>\n\n\n\n<li class=\"\">Recomendaciones agron\u00f3micas adaptadas<\/li>\n\n\n\n<li class=\"\">Soporte t\u00e9cnico continuo<\/li>\n<\/ul>\n\n\n\n<p class=\"\">Este modelo permite a cada operaci\u00f3n empezar con el servicio b\u00e1sico y escalar seg\u00fan necesidades espec\u00edficas.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Metodolog\u00eda t\u00e9cnica<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Construcci\u00f3n de l\u00edneas base<\/strong><\/h3>\n\n\n\n<p class=\"\">Las referencias hist\u00f3ricas se calculan mediante:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\"><strong>picos anuales:<\/strong>&nbsp;en lugar de simples promedios, para reflejar el momento de mayor desarrollo del vi\u00f1edo en cada temporada.<\/li>\n\n\n\n<li class=\"\"><strong>Un indicador de anomal\u00eda simple<\/strong>&nbsp;que nos ayuda a ver r\u00e1pidamente si alguna campa\u00f1a fue m\u00e1s seca o m\u00e1s d\u00e9bil de lo habitual en comparaci\u00f3n con el comportamiento normal de la parcela<\/li>\n\n\n\n<li class=\"\"><strong>Bandas de referencia fijas<\/strong>&nbsp;que muestran el rango habitual del vigor y hidrataci\u00f3n del vi\u00f1edo, facilitando la interpretaci\u00f3n sin necesidad de recalcular los datos semana a semana.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Actualizaci\u00f3n de climatolog\u00eda<\/strong><\/h3>\n\n\n\n<p class=\"\">La l\u00ednea base se actualiza una vez al a\u00f1o (despu\u00e9s de la cosecha) para:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Mantener la estabilidad durante la campa\u00f1a activa<\/li>\n\n\n\n<li class=\"\">Evite distorsiones causadas por datos incompletos<\/li>\n\n\n\n<li class=\"\">Incorporar la temporada finalizada al hist\u00f3rico<\/li>\n<\/ul>\n\n\n\n<p class=\"\">Esta metodolog\u00eda prioriza la consistencia temporal necesaria para tomar decisiones operativas durante la campa\u00f1a.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c1mbito de aplicaci\u00f3n<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Cobertura actual<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\"><strong>\u00c1rea geogr\u00e1fica<\/strong>: Provincia de C\u00e1diz<\/li>\n\n\n\n<li class=\"\"><strong>Cultivo<\/strong>: Vi\u00f1edo (todas las variedades y sistemas de conducci\u00f3n)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Usu\u00e1rios<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Viticultores individuales<\/li>\n\n\n\n<li class=\"\">Bodegas con vi\u00f1edos propios<\/li>\n\n\n\n<li class=\"\">Cooperativas vin\u00edcolas<\/li>\n\n\n\n<li class=\"\">Asesores t\u00e9cnicos y agr\u00f3nomos<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Proceso de contrataci\u00f3n<\/h2>\n\n\n\n<p class=\"\">El procedimiento para acceder al servicio es el siguiente:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"\"><strong>Solicitud inicial<\/strong>: el viticultor proporciona coordenadas geogr\u00e1ficas o referencia catastral de sus parcelas<\/li>\n\n\n\n<li class=\"\"><strong>Preparaci\u00f3n de la l\u00ednea base<\/strong>: elaboramos el informe hist\u00f3rico personalizado (2017-2025) espec\u00edfico de cada parcela<\/li>\n\n\n\n<li class=\"\"><strong>Activaci\u00f3n de monitorizaci\u00f3n<\/strong>: durante la campa\u00f1a, el cliente recibe actualizaciones semanales con datos interpretativos.<\/li>\n\n\n\n<li class=\"\"><strong>Seguimiento<\/strong>: el viticultor utiliza la informaci\u00f3n seg\u00fan su criterio, pudiendo solicitar servicios complementarios si lo considera necesario<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Demonstraci\u00f3n p\u00fablica<\/h2>\n\n\n\n<p class=\"\">Para que los viticultores puedan evaluar la utilidad del servicio antes de contratarlo, hemos publicado un&nbsp;<strong><a href=\"https:\/\/raulmorenoyague.com\/es\/vintage-dashboard\/\" target=\"_blank\" rel=\"noreferrer noopener\">dashboard de seguimiento regional<\/a><\/strong>&nbsp;que se actualizar\u00e1 constantemente durante la campa\u00f1a 2026.<\/p>\n\n\n\n<p class=\"\">Este dashboard muestra:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Comportamiento promedio de los vi\u00f1edos gaditanos<\/li>\n\n\n\n<li class=\"\">Comparaci\u00f3n con datos hist\u00f3ricos de 2017-2025<\/li>\n\n\n\n<li class=\"\">Evoluci\u00f3n semanal de indicadores<\/li>\n\n\n\n<li class=\"\">Contexto clim\u00e1tico de la campa\u00f1a<\/li>\n<\/ul>\n\n\n\n<p class=\"\">Si bien los datos regionales son informativos, el valor diferencial del servicio reside en el an\u00e1lisis personalizado a nivel de parcela individual, que permite detectar anomal\u00edas espec\u00edficas no visibles en el agregado regional.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Expansi\u00f3n m\u00e1s all\u00e1 de C\u00e1diz<\/h2>\n\n\n\n<p class=\"\">While our initial service focuses on vineyards in C\u00e1diz province,&nbsp;we are expanding to other regions and crops.<\/p>\n\n\n\n<p class=\"\"><strong>\u00bfEst\u00e1s ubicado fuera de C\u00e1diz?<\/strong>&nbsp;Podemos adaptar nuestra metodolog\u00eda a otras regiones vitivin\u00edcolas andaluzas, otras comunidades aut\u00f3nomas, o incluso otros pa\u00edses.<\/p>\n\n\n\n<p class=\"\"><strong>\u00bfCultivas diferentes cultivos permanentes?<\/strong>&nbsp;Nuestra tecnolog\u00eda es aplicable a arroz, olivar, almendro, c\u00edtricos y otros cultivos permanentes. La metodolog\u00eda puede adaptarse a los ciclos fenol\u00f3gicos espec\u00edficos y necesidades de manejo de cada tipo de cultivo.<\/p>\n\n\n\n<p class=\"\"><strong>Si est\u00e1s interesado en servicios de monitorizaci\u00f3n satelital para:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"\">Vi\u00f1edos fuera de la provincia de C\u00e1diz<\/li>\n\n\n\n<li class=\"\">Otros cultivos permanentes (arroz, olivo, almendro, c\u00edtricos, etc.)<\/li>\n\n\n\n<li class=\"\">Otras \u00e1reas geogr\u00e1ficas de Espa\u00f1a<\/li>\n<\/ul>\n\n\n\n<p class=\"\"><strong>Por favor, cont\u00e1ctanos.<\/strong>&nbsp;Estaremos encantados de discutir c\u00f3mo podemos adaptar nuestros servicios a tus necesidades espec\u00edficas.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"\"><em>Para recibir informaci\u00f3n sobre pr\u00f3ximos servicios y actualizaciones del sistema, puedes contactarnos aqu\u00ed.&nbsp;<a href=\"https:\/\/raulmorenoyague.com\/es\/contact-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">aqu\u00ed<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>New Satellite Monitoring Service for Viticulture in C\u00e1diz Modern viticulture faces growing challenges related to climate variability. Prolonged droughts, extreme thermal events, and irregular precipitation patterns complicate traditional vineyard management based solely on visual observation and historical experience. In response to these sector needs, we have developed a satellite monitoring service specifically designed for winegrowers&hellip;&nbsp;<a href=\"https:\/\/raulmorenoyague.com\/es\/remote-sensing\/\" rel=\"bookmark\">Leer m\u00e1s \u00bb<span class=\"screen-reader-text\">Teledetecci\u00f3n<\/span><\/a><\/p>","protected":false},"author":1,"featured_media":1260,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1267","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Remote Sensing - Raul Moreno Wines<\/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:\/\/raulmorenoyague.com\/es\/remote-sensing\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Remote Sensing - Raul Moreno Wines\" \/>\n<meta property=\"og:description\" content=\"New Satellite Monitoring Service for Viticulture in C\u00e1diz Modern viticulture faces growing challenges related to climate variability. Prolonged droughts, extreme thermal events, and irregular precipitation patterns complicate traditional vineyard management based solely on visual observation and historical experience. 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