{"id":66441,"date":"2015-02-11T12:19:32","date_gmt":"2015-02-11T12:19:32","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/a-extensao-spatial-analyst-no-arcgis-pro\/"},"modified":"2018-03-26T21:04:27","modified_gmt":"2018-03-26T21:04:27","slug":"a-extensao-spatial-analyst-no-arcgis-pro","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/a-extensao-spatial-analyst-no-arcgis-pro","title":{"rendered":"A extens\u00e3o Spatial Analyst no 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-66441","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 Portuguese translation of a\u00a0post that was previously posted\u00a0in English.\n\nPor Juan Laguna\u00a0em 11 de Fevereiro de 2015\n\nC...","flexible_content":[{"acf_fc_layout":"content","content":"<p><strong><em>Note: This is a Portuguese translation of a<\/em><\/strong><strong><em>\u00a0<\/em><\/strong><a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2015\/02\/11\/spatial-analyst-in-arcgis-pro\/\"><strong><em>post that was previously posted<\/em><\/strong><\/a><strong><em>\u00a0<\/em><\/strong><strong><em>in English.<\/em><\/strong><\/p>\n<p>Por <a title=\"Posts by Juan Laguna\" href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/author\/juan\/\">Juan Laguna<\/a>\u00a0em 11 de Fevereiro de 2015<\/p>\n<p>Como voc\u00ea j\u00e1 sabe, o <a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2015\/01\/27\/arcgis-pro-a-reinvencao-do-gis-desktop\/\">ArcGIS Pro<\/a> est\u00e1 dispon\u00edvel para <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/\">download<\/a>*. O que isso significa para voc\u00ea como usu\u00e1rio da extens\u00e3o Spatial Analyst? Neste post abordaremos alguns aspectos espec\u00edficos que precisa conhecer para aproveitar ao m\u00e1ximo os recursos.<\/p>\n<p><strong>A experi\u00eancia de usu\u00e1rio no ArcGIS Pro<\/strong><\/p>\n<p><strong><\/strong>No ArcGIS Pro, grande parte do esfor\u00e7o foi colocado na nova interface para visualizar, editar dados e executar an\u00e1lises. O post <a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2015\/01\/27\/arcgis-pro-a-reinvencao-do-gis-desktop\/\">ArcGIS Pro \u2013 A Reinven\u00e7\u00e3o do GIS Desktop<\/a> que apresenta alguns dos recursos do sistema e o <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/get-started\/arcgis-pro-user-interface.htm\">Overview do ArcGIS Pro<\/a>* no Help online, s\u00e3o bons pontos de partida para aprender mais sobre o assunto.<\/p>\n<p><strong>Geoprocessamento no ArcGIS Pro<\/strong><\/p>\n<p><strong><\/strong>Alguns dos detalhes mais importantes sobre o uso dos recursos de Geoprocessamento foram divulgados em um post recente: <a href=\"http:\/\/blogs.esri.com\/esri\/arcgis\/2014\/02\/06\/analise-e-geoprocessamento-no-arcgis-pro-perguntas-frequentes\/\">An\u00e1lise e Geoprocessamento no ArcGIS Pro<\/a>. Essa \u00e9 uma leitura recomendada que lhe ajudar\u00e1 a acelerar o seu trabalho.<br \/>\n<strong><\/strong><\/p>\n<p><strong>An\u00e1lise<\/strong> <strong>com<\/strong> <strong>Spatial Analyst<\/strong><\/p>\n<p>A partir da perspectiva da an\u00e1lise, o que voc\u00ea pode fazer com a extens\u00e3o <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/help\/analysis\/spatial-analyst\/basics\/get-started-with-spatial-analyst-in-arcgis-pro.htm\">Spatial Analyst<\/a>* no ArcGIS Pro \u00e9 praticamente o mesmo que pode fazer nos demais aplicativos do ArcGIS for Desktop. Isso significa que neste novo ambiente de trabalho pode utilizar os processos de geoprocessamento aos quais est\u00e1 acostumado, assim como desenvolver novos processos.<\/p>\n<p>Quase todas as ferramentas est\u00e3o dispon\u00edveis e trabalham da mesma forma. Os seus modelos, scripts e ferramentas trabalhar\u00e3o da mesma forma (com algumas exce\u00e7\u00f5es relacionadas a funcionalidades que mudaram, como o <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/arcpy\/mapping\/migratingfrom10xarcpymapping.htm\">ArcPy Mapping<\/a>*). Veja <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/help\/analysis\/geoprocessing\/modelbuilder\/modelbuilder-changes-in-arcgis-pro.htm\">ModelBuilder: migra\u00e7\u00e3o para o ArcGIS Pro<\/a>* para mais detalhes sobre a compatibilidade dos modelos entre outros aplicativos do ArcGIS for Desktop e o ArcGIS Pro.<\/p>\n<p><strong>O que mudou?<\/strong><\/p>\n<p>A maior mudan\u00e7a na experi\u00eancia do Spatial Analyst \u00e9 resultado do design do ArcGIS Pro, que eliminou as barras de ferramentas flutuantes. Isso significa que n\u00e3o existe um equivalente para as barras de ferramentas \u201cSpatial Analyst\u201d e \u201cClassifica\u00e7\u00e3o de Imagens\u201d neste lan\u00e7amento do ArcGIS Pro. Tenha certeza que estamos trabalhando em elementos que substituam essas barras de ferramentas em vers\u00f5es futuras. Na sequ\u00eancia ser\u00e3o apresentadas outras altera\u00e7\u00f5es importantes realizadas em ferramentas espec\u00edficas.<\/p>\n<p><strong>Barras de ferramentas<\/strong><\/p>\n<p>Como mencionado anteriormente, as barras de ferramentas n\u00e3o est\u00e3o dispon\u00edveis no ArcGIS Pro. Como alternativa \u00e0 ferramenta \u201cCriar Curva de N\u00edvel\u201d na barra de ferramentas Spatial Analyst, voc\u00ea pode utilizar a ferramenta de geoprocessamento \u201cCurva de N\u00edvel\u201d.<\/p>\n<p>Apesar de ainda n\u00e3o existir uma alternativa para as funcionalidades interativas da barra de ferramentas \u201cClassifica\u00e7\u00e3o de Imagens\u201d do ArcGIS for Desktop, as seguintes ferramentas de geoprocessamento continuam dispon\u00edveis: \u201cClassifica\u00e7\u00e3o de Probabilidade M\u00e1xima\u201d, \u201cClassifica\u00e7\u00e3o Iso de Agrupamento N\u00e3o-Supervisionada\u201d, \u201cProbabilidade de Classe\u201d e \u201cComponentes Principais\u201d.<\/p>\n<p><strong>Altera\u00e7\u00f5es nas Ferramentas de Geoprocessamento<\/strong><\/p>\n<p>Calculadora Raster<\/p>\n<p>A apar\u00eancia da <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-analyst\/raster-calculator.htm\">Calculadora Raster<\/a>* mudou um pouco no ArcGIS Pro. O teclado num\u00e9rico foi removido, mas voc\u00ea pode escrever os n\u00fameros diretamente na janela Expression (Express\u00e3o). Os bot\u00f5es de opera\u00e7\u00e3o foram movidos para a lista Tools (Ferramentas). Agora pode buscar e adicionar os rasters diretamente na express\u00e3o, sem ter que adicion\u00e1-los previamente na lista de rasters.<\/p>\n<p><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/10\/RasterCalculator-in-Pro2-300x284.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-55505\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/10\/RasterCalculator-in-Pro2-300x284.png\" alt=\"\" width=\"300\" height=\"284\" \/><\/a><\/p>\n<p>Caixa de ferramentas de Segmenta\u00e7\u00e3o e Classifica\u00e7\u00e3o<\/p>\n<p>Para as ferramentas <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-analyst\/train-maximum-likelihood-classifier.htm\">Treinar Classificador de M\u00e1xima Verossimilhan\u00e7a<\/a>* e <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-analyst\/train-support-vector-machine-classifier.htm\">Treinar Classificador da M\u00e1quina do Vetor de Suporte<\/a>*, o Arquivo de Amostra de Treinamento de Entrada deve ser criado no ArcGIS for Desktop 10.3. At\u00e9 o momento, n\u00e3o foram implementados os recursos para criar esses dados diretamente no ArcGIS Pro.<\/p>\n<p>Spline com Barreiras<\/p>\n<p>Somente uma ferramenta do Spatial Analyst foi descontinuada no ArcGIS Pro: <a href=\"http:\/\/desktop.arcgis.com\/en\/desktop\/latest\/tools\/spatial-analyst-toolbox\/spline-with-barriers.htm\">Spline com Barreiras<\/a>*. Esperamos oferecer novamente essa ferramenta em uma vers\u00e3o futura.<\/p>\n<p>Histograma Zonal<\/p>\n<p>Devido a que neste momento n\u00e3o foram habilitados no ArcGIS Pro os recursos de cria\u00e7\u00e3o de gr\u00e1ficos a partir de rasters, n\u00e3o est\u00e1 dispon\u00edvel a op\u00e7\u00e3o de criar um gr\u00e1fico de sa\u00edda por meio da ferramenta <a href=\"http:\/\/pro.arcgis.com\/en\/pro-app\/tool-reference\/spatial-analyst\/zonal-histogram.htm\">Histograma Zonal<\/a>*. Voc\u00ea pode obter a tabela a partir dessa ferramenta e criar o histograma zonal em outros softwares de cria\u00e7\u00e3o de gr\u00e1ficos a partir de tabelas, como o Microsoft Excel.<\/p>\n<p><strong>Comportamento das janelas de di\u00e1logo das ferramentas<\/strong><\/p>\n<p>A interface do ArcGIS Pro \u00e9 contextual e como resultado, alguns dos controles em certas ferramentas podem n\u00e3o ser exibidos como no passado. Por exemplo, considere a ferramenta Path Distance Allocation (Atribui\u00e7\u00e3o de Dist\u00e2ncia do Caminho). Para o par\u00e2metro opcional \u201cPar\u00e2metros do Fator Horizontal\u201d voc\u00ea n\u00e3o ver\u00e1 o \u201cFator Horizontal\u201d at\u00e9 que especifique o par\u00e2metro \u201cRaster Horizontal de Entrada\u201d. Este \u00e9 um comportamento gen\u00e9rico das ferramentas no ArcGIS Pro pensado para simplificar a interface sempre que poss\u00edvel e proporcionar um controle total quando necess\u00e1rio.<\/p>\n<p><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/10\/Pro_dialog_context_pathdistalloc1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-55506\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2015\/10\/Pro_dialog_context_pathdistalloc1.png\" alt=\"\" width=\"674\" height=\"393\" \/><\/a><\/p>\n<p>Isto cobre os principais aspectos. Fa\u00e7a o download do ArcGIS Pro e teste os recursos! Todos os seus coment\u00e1rios sobre problemas e melhorias s\u00e3o bem-vindos para que possamos introduzir as corre\u00e7\u00f5es nas vers\u00f5es futuras.<\/p>\n<p>Se deseja experimentar o ArcGIS Pro, disponibilizamos uma <a href=\"http:\/\/www.esri.com\/software\/arcgis\/arcgis-for-desktop\/free-trial\">avalia\u00e7\u00e3o gratuita de 60 dias<\/a>.<\/p>\n<p>Para obter mais informa\u00e7\u00f5es sobre como come\u00e7ar com o ArcGIS Pro, visite\u00a0<a href=\"http:\/\/www.esri.com\/software\/arcgis-pro\">www.esri.com\/software\/arcgis-pro<\/a>.<\/p>\n<p>A tradu\u00e7\u00e3o deste post foi realizada pela Imagem \u2013 Distribuidora Oficial Esri no Brasil: <a href=\"http:\/\/www.img.com.br\/\">www.img.com.br<\/a><\/p>\n<p><em>* Desculpe-nos pelo transtorno, por enquanto<\/em>\u00a0oferecemos\u00a0<em>essa p\u00e1gina somente em ingl\u00eas.<\/em><\/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>A extens\u00e3o Spatial Analyst no 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\/a-extensao-spatial-analyst-no-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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