{"id":66431,"date":"2015-02-11T09:13:23","date_gmt":"2015-02-11T09:13:23","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/analisis-espacial-en-arcgis-pro\/"},"modified":"2018-03-26T21:04:27","modified_gmt":"2018-03-26T21:04:27","slug":"analisis-espacial-en-arcgis-pro","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/analisis-espacial-en-arcgis-pro","title":{"rendered":"An\u00e1lisis Espacial en ArcGIS Pro"},"author":6651,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341],"tags":[23391],"industry":[],"product":[36561,37031],"class_list":["post-66431","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-spatial-analytics","product-arcgis-pro","product-spatial-analyst"],"acf":{"short_description":"Note: This is a Spanish translation of a post that was previously posted in English.\n\nComo habr\u00e1n escuchado, ArcGIS Pro se encuentra dis...","flexible_content":[{"acf_fc_layout":"content","content":"<p><em><strong>Note: This is a Spanish translation of a <a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2015\/02\/11\/spatial-analyst-in-arcgis-pro\/\">post that was previously posted<\/a> in English.<\/strong><\/em><\/p>\n<p>Como habr\u00e1n escuchado, <a href=\"http:\/\/www.esri.com\/software\/arcgis-pro\">ArcGIS Pro<\/a> se encuentra disponible para su <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/tool-reference\/3d-analyst\/an-overview-of-the-3d-analyst-toolbox.htm\">descarga<\/a>. \u00bfQu\u00e9 significa esto para un usuario de la extensi\u00f3n Spatial Analyst? Aqu\u00ed vamos a cubrir algunos de los detalles espec\u00edficos acerca de lo que necesita saber para seguir adelante.<\/p>\n<p><strong>La experiencia ArcGIS Pro<\/strong><\/p>\n<p>Gran parte del esfuerzo en ArcGIS Pro ha sido puesto en una nueva interfaz para la visualizaci\u00f3n, edici\u00f3n y an\u00e1lisis de datos.\u00a0El post del blog<strong> <\/strong><a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2015\/08\/20\/arcgis-pro-reinventando-el-sig-de-escritorio\/\">ArcGIS Pro \u2013 Reinventando el SIG de Escritorio<\/a>\u00a0cubre algunas de las capacidades del nuevo sistema, y la ayuda en l\u00ednea de <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/get-started\/arcgis-pro-user-interface.htm\">Informaci\u00f3n General de ArcGIS Pro<\/a> es un buen punto de partida para aprender m\u00e1s sobre el tema.<\/p>\n<p><strong>Geoprocesamiento en ArcGIS Pro<\/strong><\/p>\n<p>Algunos de los detalles importantes a tener en cuenta al utilizar geoprocesamiento se han tratado en el reciente post del blog\u00a0<a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/?p=53486\">An\u00e1lisis y Geoprocesamiento en ArcGIS Pro<\/a>. Esta es una lectura recomendada que ayudar\u00e1 a poner r\u00e1pidamente su trabajo en marcha.<\/p>\n<h3><strong>An\u00e1lisis con Spatial Analyst<\/strong><\/h3>\n<p>Desde una perspectiva anal\u00edtica, lo que se puede hacer con la extensi\u00f3n <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/help\/analysis\/spatial-analyst\/basics\/get-started-with-spatial-analyst-in-arcgis-pro.htmhttp:\/pro.arcgis.com\/es\/pro-app\/help\/analysis\/spatial-analyst\/basics\/get-started-with-spatial-analyst-in-arcgis-pro.htm\">Spatial Analyst<\/a> en ArcGIS Pro es lo mismo que puede hacer en ArcGIS for Desktop. Esto significa que se puede emplear sus ya existentes flujos de trabajo de geoprocesamiento en este nuevo entorno, as\u00ed como desarrollar nuevos flujos.<\/p>\n<p>Casi todas las herramientas se encuentran disponibles, y funcionar\u00e1n igual que antes. Sus modelos existentes, scripts y herramientas, deben funcionar (con algunas excepciones para otras funcionalidades que podr\u00edan haber cambiado sustancialmente, como por ejemplo <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/arcpy\/mapping\/migratingfrom10xarcpymapping.htm\">ArcPy Mapping<\/a>).\u00a0Vea<strong> <\/strong><a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/help\/analysis\/geoprocessing\/modelbuilder\/modelbuilder-changes-in-arcgis-pro.htm\">ModelBuilder: migraci\u00f3n a ArcGIS Pro<\/a>\u00a0para algunos detalles m\u00e1s acerca de la compatibilidad de los modelos entre ArcGIS for Desktop y Pro.<\/p>\n<h3><strong>\u00bfQu\u00e9 ha cambiado?<\/strong><\/h3>\n<p>El mayor cambio en la experiencia de Spatial Analyst, es un resultado del dise\u00f1o de ArcGIS Pro que llev\u00f3 a la eliminaci\u00f3n de las barras de herramientas flotantes. Esto significa que no existe un equivalente para la <a href=\"http:\/\/desktop.arcgis.com\/es\/desktop\/latest\/guide-books\/extensions\/spatial-analyst\/working-with-the-spatial-analyst-toolbar.htm\">barra de herramientas de Spatial Analyst<\/a> y la <a href=\"http:\/\/desktop.arcgis.com\/es\/desktop\/latest\/guide-books\/extensions\/spatial-analyst\/image-classification\/an-overview-of-the-image-classification-toolbar.htm\">barra de herramientas Image Classification<\/a> en esta versi\u00f3n. Tenga la seguridad de que estamos trabajando en elementos que puedan sustituir estas barras de herramientas en futuras versiones. Adem\u00e1s de los componentes interactivos, cualquier cambio importante en herramientas espec\u00edficas se tratar\u00e1 a continuaci\u00f3n.<\/p>\n<h3><strong>Barras de herramientas<\/strong><\/h3>\n<p>Como se mencion\u00f3 anteriormente, las barras de herramientas no est\u00e1n disponibles en ArcGIS Pro. Como alternativa a la herramienta interactiva \u2018Contour\u2019 en la barra herramientas de Spatial Analyst, se puede utilizar la herramienta de geoprocesamiento \u2018Contour\u2019. Si bien no hay una alternativa para la funcionalidad interactiva de la barra de herramientas Image Classification de ArcGIS for Desktop, las herramientas de geoprocesamiento Maximum Likelihood Classification, Iso Cluster Unsupervised Classification, Class Probability y Principal Components est\u00e1n todav\u00eda disponibles.<\/p>\n<h3><strong>Los cambios en las herramientas de geoprocesamiento<\/strong><\/h3>\n<ul>\n<li>Calculadora R\u00e1ster<\/li>\n<\/ul>\n<p>La apariencia de la herramienta <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/tool-reference\/spatial-analyst\/raster-calculator.htm\">Calculadora R\u00e1ster<\/a> ha cambiado un poco en ArcGIS Pro. Se ha retirado el teclado num\u00e9rico, pero se puede escribir f\u00e1cilmente los n\u00fameros directamente en la ventana de expresi\u00f3n. Los botones de operaci\u00f3n se han movido a la lista de \u2018Tools\u2019. Ahora puede buscar y agregar directamente rasters adicionales a la expresi\u00f3n, sin tener que agregarlos primero a la lista de r\u00e1sters.<\/p>\n<p style=\"text-align: left\"><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/08\/RasterCalculator-in-Pro2-300x284.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-53551 aligncenter\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/08\/RasterCalculator-in-Pro2-300x284.png\" alt=\"\" width=\"300\" height=\"284\" \/><\/a><\/p>\n<ul>\n<li>Segmentaci\u00f3n y el toolset Classification<\/li>\n<\/ul>\n<p>En cuanto a las herramientas <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/tool-reference\/spatial-analyst\/train-maximum-likelihood-classifier.htm\">Preparar clasificador de m\u00e1xima verosimilitud<\/a> y <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/tool-reference\/spatial-analyst\/train-support-vector-machine-classifier.htm\">Preparar clasificador de m\u00e1quina de vectores de soporte<\/a>, el par\u00e1metro para \u2018Input Training Sample File\u2019 debe haber sido creado en ArcGIS for Desktop 10.3. A\u00fan no existe a la fecha la capacidad de crear estos datos directamente en ArcGIS Pro.<\/p>\n<ul>\n<li>Spline con Barreras<\/li>\n<\/ul>\n<p>S\u00f3lo una herramienta de Spatial Analyst ha quedado en desuso en ArcGIS Pro, <a href=\"http:\/\/desktop.arcgis.com\/es\/desktop\/latest\/tools\/spatial-analyst-toolbox\/spline-with-barriers.htm\">Spline con Barreras<\/a>. Esperamos tener esta herramienta de nuevo en una versi\u00f3n posterior.<\/p>\n<ul>\n<li>Histograma de Zona<\/li>\n<\/ul>\n<p>Debido a que en este momento no se tiene la capacidad para la creaci\u00f3n de gr\u00e1ficos con datos raster en ArcGIS Pro, la opci\u00f3n del gr\u00e1fico de salida para la herramienta <a href=\"http:\/\/pro.arcgis.com\/es\/pro-app\/tool-reference\/spatial-analyst\/zonal-histogram.htm\">Histograma de Zona<\/a> no est\u00e1 disponible. Pero a\u00fan puede tomar la tabla de salida de la herramienta y crear un histograma de\u00a0 zona en otro software que cree gr\u00e1ficos a partir de tablas, como Microsoft Excel.<\/p>\n<p><strong>Comportamiento de las ventanas de di\u00e1logo de las herramientas<\/strong><\/p>\n<p>La interfaz de ArcGIS Pro es contextual, y como resultado no se puede ver algunos de los controles en ciertas herramientas como se hac\u00eda en el pasado. Por ejemplo, la herramienta Asignaci\u00f3n de la distancia de ruta (Path Distance Allocation). El par\u00e1metro opcional \u2018Horizontal Factor\u2019 no estar\u00e1 disponible hasta que haya especificado el par\u00e1metro de \u2018Input Horizontal R\u00e1ster\u2019. Este es un comportamiento general de las herramientas en ArcGIS Pro, pensado para simplificar la interfaz siempre que sea posible, pero todav\u00eda proporcionando un control total cuando sea necesario.<\/p>\n<p><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/08\/Pro_dialog_context_pathdistalloc1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-53552\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/08\/Pro_dialog_context_pathdistalloc1.png\" alt=\"\" width=\"674\" height=\"393\" \/><\/a><\/p>\n<p>Esto cubrir\u00eda todo desde una visi\u00f3n de alto nivel. \u00a1Por favor, descargue ArcGIS Pro y pru\u00e9belo! Damos la bienvenida a cualquier comentario acerca de cualquier problema que pueda encontrar para que podamos empezar a trabajar arregl\u00e1ndolos para futuras versiones.<\/p>\n<p>Para obtener m\u00e1s informaci\u00f3n sobre c\u00f3mo empezar con ArcGIS Pro, visite:\u00a0<a href=\"http:\/\/www.esri.com\/software\/arcgis-pro?sc_lang=es-MX\">www.esri.com\/software\/arcgis-pro<\/a><\/p>\n"}],"authors":[{"ID":6651,"user_firstname":"Mallory","user_lastname":"Delgadillo","nickname":"Mallory Delgadillo","user_nicename":"mdelgadillo","display_name":"Mallory Delgadillo","user_email":"MDelgadillo@esri.com","user_url":"","user_registered":"2018-03-02 00:18:37","user_description":"Mallory Delgadillo is the Lead Product Marketing Manager for Esri's SaaS, Imagery, and Spatial Data Science products. During her nine years at Esri, she has focused on educating and inspiring data and remote sensing enthusiasts to think spatially, enhancing their understanding of GIS applications.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/07\/mallory_head_shot.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>An\u00e1lisis Espacial en ArcGIS Pro<\/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:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/analisis-espacial-en-arcgis-pro\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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