﻿{"id":15701,"date":"2025-10-10T10:00:00","date_gmt":"2025-10-10T08:00:00","guid":{"rendered":"https:\/\/www.sigterritoires.fr\/?p=15701"},"modified":"2025-10-14T10:18:53","modified_gmt":"2025-10-14T08:18:53","slug":"concertacao-e-negociacao-a-contribuicao-da-logica-difusa","status":"publish","type":"post","link":"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/","title":{"rendered":"Concerta\u00e7\u00e3o e negocia\u00e7\u00e3o: a contribui\u00e7\u00e3o da l\u00f3gica difusa"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenu <\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Concertacao_e_negociacao_compreender_dialogar_construir_juntos\" >Concerta\u00e7\u00e3o e negocia\u00e7\u00e3o: compreender, dialogar, construir juntos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Concertacao_abrir_o_dialogo_e_partilhar_a_informacao\" >Concerta\u00e7\u00e3o: abrir o di\u00e1logo e partilhar a informa\u00e7\u00e3o<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#A_negociacao_transformar_o_dialogo_em_compromissos_concretos\" >A negocia\u00e7\u00e3o: transformar o di\u00e1logo em compromissos concretos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Duas_abordagens_complementares\" >Duas abordagens complementares<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Por_que_elas_sao_essenciais_hoje_em_dia\" >Por que elas s\u00e3o essenciais hoje em dia?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Conclusao\" >Conclus\u00e3o<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Como_a_logica_difusa_pode_ajudar_nesses_processos\" >Como a l\u00f3gica difusa pode ajudar nesses processos?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Concertacao_um_exemplo_desenvolvido\" >Concerta\u00e7\u00e3o, um exemplo desenvolvido<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/concertacao-e-negociacao-a-contribuicao-da-logica-difusa\/#Negociacao_um_exemplo_desenvolvido\" >Negocia\u00e7\u00e3o, um exemplo desenvolvido<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Concertacao_e_negociacao_compreender_dialogar_construir_juntos\"><\/span>Concerta\u00e7\u00e3o e negocia\u00e7\u00e3o: compreender, dialogar, construir juntos<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Em projetos territoriais, ambientais ou de desenvolvimento, as decis\u00f5es n\u00e3o podem mais ser impostas de forma unilateral. Os atores \u2013 sejam eles cidad\u00e3os, institui\u00e7\u00f5es, empresas ou associa\u00e7\u00f5es \u2013 esperam ser ouvidos, consultados e envolvidos. Duas abordagens revelam-se ent\u00e3o essenciais: a <strong>concerta\u00e7\u00e3o <\/strong>e a <strong>negocia\u00e7\u00e3o<\/strong>. Muitas vezes confundidas, elas s\u00e3o, no entanto, complementares e inscrevem-se em din\u00e2micas diferentes.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"298\" data-attachment-id=\"15608\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/concertation-et-negociation-lapport-de-la-logique-floue\/planification_spatiale\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?fit=864%2C402&amp;ssl=1\" data-orig-size=\"864,402\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"planification_spatiale\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?fit=640%2C298&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?resize=640%2C298&#038;ssl=1\" alt=\"\" class=\"wp-image-15608\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?w=864&amp;ssl=1 864w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?resize=300%2C140&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?resize=768%2C357&amp;ssl=1 768w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Concertacao_abrir_o_dialogo_e_partilhar_a_informacao\"><\/span>Concerta\u00e7\u00e3o: abrir o di\u00e1logo e partilhar a informa\u00e7\u00e3o<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A concerta\u00e7\u00e3o \u00e9, acima de tudo, um processo de di\u00e1logo aberto. Permite:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Associar as partes interessadas numa fase inicial do projeto.<\/li>\n\n\n\n<li>Compartilhar informa\u00e7\u00f5es de forma transparente, para que todos tenham as mesmas bases de reflex\u00e3o.<\/li>\n\n\n\n<li>Coletar as expectativas, preocupa\u00e7\u00f5es e propostas dos diferentes atores.<\/li>\n\n\n\n<li>Identificar converg\u00eancias e diverg\u00eancias, n\u00e3o para resolv\u00ea-las imediatamente, mas para coloc\u00e1-las em evid\u00eancia.<\/li>\n<\/ul>\n\n\n\n<p>A concerta\u00e7\u00e3o n\u00e3o conduz necessariamente a um acordo. O seu papel \u00e9 criar um clima de confian\u00e7a e preparar o terreno para decis\u00f5es partilhadas.<\/p>\n\n\n\n<p><em>Exemplo: num projeto de ordenamento urbano, a concerta\u00e7\u00e3o pode assumir a forma de workshops cidad\u00e3os, reuni\u00f5es p\u00fablicas ou plataformas participativas. O objetivo \u00e9 ouvir os habitantes sobre os seus h\u00e1bitos di\u00e1rios, as suas necessidades, mas tamb\u00e9m os seus receios face \u00e0s mudan\u00e7as.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_negociacao_transformar_o_dialogo_em_compromissos_concretos\"><\/span>A negocia\u00e7\u00e3o: transformar o di\u00e1logo em compromissos concretos<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A negocia\u00e7\u00e3o ocorre em um segundo momento, quando posi\u00e7\u00f5es diferentes precisam ser aproximadas. Ela pressup\u00f5e:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Definir claramente seus objetivos e restri\u00e7\u00f5es.<\/li>\n\n\n\n<li>Reconhecer os interesses das outras partes e procurar compreend\u00ea-los.<\/li>\n\n\n\n<li>Identificar margens de manobra e compromissos aceit\u00e1veis.<\/li>\n\n\n\n<li>Formalizar acordos concretos que comprometam as partes interessadas.<\/li>\n<\/ul>\n\n\n\n<p>A negocia\u00e7\u00e3o \u00e9, portanto, um processo mais estruturado e orientado para a decis\u00e3o. Ela visa um compromisso que, embora n\u00e3o seja perfeito para todos, \u00e9 aceit\u00e1vel para todos.<\/p>\n\n\n\n<p><em>Exemplo: em uma negocia\u00e7\u00e3o sobre um plano de gest\u00e3o de res\u00edduos, as autoridades locais podem buscar um acordo com associa\u00e7\u00f5es locais e empresas privadas para estabelecer uma divis\u00e3o clara de responsabilidades (coleta, triagem, financiamento), a fim de tornar o sistema vi\u00e1vel e equitativo.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Duas_abordagens_complementares\"><\/span>Duas abordagens complementares<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A concerta\u00e7\u00e3o e a negocia\u00e7\u00e3o n\u00e3o s\u00e3o opostas: elas se articulam.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A concerta\u00e7\u00e3o estabelece as bases: compreens\u00e3o compartilhada, transpar\u00eancia, escuta m\u00fatua.<\/li>\n\n\n\n<li>A negocia\u00e7\u00e3o transforma essa mat\u00e9ria em decis\u00f5es e compromissos.<\/li>\n<\/ul>\n\n\n\n<p>Pode-se dizer que a concerta\u00e7\u00e3o \u00e9 o espa\u00e7o do di\u00e1logo explorat\u00f3rio, enquanto a negocia\u00e7\u00e3o \u00e9 o espa\u00e7o do compromisso decis\u00f3rio.<strong>ace du dialogue exploratoire<\/strong>, tandis que la n\u00e9gociation est <strong>l\u2019espace du compromis d\u00e9cisionnel<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Por_que_elas_sao_essenciais_hoje_em_dia\"><\/span>Por que elas s\u00e3o essenciais hoje em dia?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Em um mundo onde os projetos envolvem m\u00faltiplos atores e onde a legitimidade das decis\u00f5es depende cada vez mais da participa\u00e7\u00e3o, essas duas abordagens se tornaram indispens\u00e1veis.<\/p>\n\n\n\n<p>Elas permitem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Evitar bloqueios relacionados \u00e0 falta de escuta.<\/li>\n\n\n\n<li>Refor\u00e7ar a legitimidade das decis\u00f5es gra\u00e7as \u00e0 ades\u00e3o dos atores envolvidos.<\/li>\n\n\n\n<li>Garantir uma melhor apropria\u00e7\u00e3o das solu\u00e7\u00f5es a longo prazo.<\/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\"><span class=\"ez-toc-section\" id=\"Conclusao\"><\/span>Conclus\u00e3o<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A concerta\u00e7\u00e3o e a negocia\u00e7\u00e3o s\u00e3o duas ferramentas fundamentais para uma governan\u00e7a moderna e compartilhada.<br>A concerta\u00e7\u00e3o permite abrir o campo das possibilidades e dar voz a todos. A negocia\u00e7\u00e3o, por sua vez, permite transformar essa riqueza em decis\u00f5es concretas e equilibradas.<\/p>\n\n\n\n<p>Juntas, elas garantem projetos mais s\u00f3lidos, mais leg\u00edtimos e mais bem aceitos por aqueles que ter\u00e3o que viv\u00ea-los no dia a dia.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Como_a_logica_difusa_pode_ajudar_nesses_processos\"><\/span>Como a l\u00f3gica difusa pode ajudar nesses processos?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Cada participante do processo de concerta\u00e7\u00e3o e\/ou negocia\u00e7\u00e3o chega \u00e0 mesa com sua pr\u00f3pria vis\u00e3o do territ\u00f3rio em quest\u00e3o. Essa vis\u00e3o resulta de:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>uma s\u00e9rie de par\u00e2metros \u201cobjetivos\u201d percebidos atrav\u00e9s de um prisma \u201csubjetivo\u201d pr\u00f3prio de cada participante<\/li>\n\n\n\n<li>uma avalia\u00e7\u00e3o, igualmente subjetiva, desses par\u00e2metros para cada zona do territ\u00f3rio<\/li>\n<\/ul>\n\n\n\n<p>As trocas e discuss\u00f5es se concentrar\u00e3o nessas vis\u00f5es \u201cfinais\u201d divergentes.<\/p>\n\n\n\n<p>Um trabalho pr\u00e9vio com cada participante pode permitir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>passar de um valor limite dos par\u00e2metros para atributos difusos que permitem quantificar as diferen\u00e7as de percep\u00e7\u00e3o entre os participantes,<\/li>\n\n\n\n<li>determinar o tipo de agrega\u00e7\u00e3o para cada par\u00e2metro e detectar quando os par\u00e2metros n\u00e3o t\u00eam a mesma import\u00e2ncia e o tipo de agrega\u00e7\u00e3o (m\u00e9dia, otimista, pessimista) operada por cada participante.<\/li>\n<\/ul>\n\n\n\n<p>Com essas informa\u00e7\u00f5es, a discuss\u00e3o pode ent\u00e3o se concentrar nos verdadeiros pontos de diverg\u00eancia, em vez de no resultado final.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Concertacao_um_exemplo_desenvolvido\"><\/span>Concerta\u00e7\u00e3o, um exemplo desenvolvido<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A concerta\u00e7\u00e3o n\u00e3o tem como objetivo decidir imediatamente, mas sim estabelecer uma troca de pontos de vista, explicar as l\u00f3gicas de racioc\u00ednio e tornar vis\u00edveis as diferen\u00e7as de percep\u00e7\u00e3o.<\/p>\n\n\n\n<p>No nosso caso, a l\u00f3gica difusa \u00e9 uma ferramenta poderosa: permite medir o grau de perten\u00e7a de uma zona a uma determinada categoria (por exemplo, \u201cfavor\u00e1vel\u201d, \u201cdesfavor\u00e1vel\u201d, \u201cde risco\u201d), em vez de obrigar cada ator a classificar brutalmente as zonas como \u201cboas\u201d ou \u201cm\u00e1s\u201d.<\/p>\n\n\n\n<p>Assim, se um ator adotar uma agrega\u00e7\u00e3o otimista, ele destacar\u00e1 todas as \u00e1reas com mesmo um baixo potencial positivo, enquanto outro, mais pessimista, insistir\u00e1 nas incertezas e nos riscos. Gra\u00e7as \u00e0 representa\u00e7\u00e3o difusa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>N\u00e3o se confrontam mapas \u201cem preto e branco\u201d, mas superf\u00edcies onde as nuances s\u00e3o vis\u00edveis.<\/li>\n\n\n\n<li>\u00c9 poss\u00edvel quantificar as diferen\u00e7as de percep\u00e7\u00e3o entre os atores: por exemplo, em uma mesma \u00e1rea, um considera que h\u00e1 uma perten\u00e7a de 0,8 ao \u201cfavor\u00e1vel\u201d, enquanto o outro atribui apenas 0,3.<\/li>\n\n\n\n<li>A discuss\u00e3o pode ent\u00e3o incidir n\u00e3o sobre o resultado final (\u201cfavor\u00e1vel\u201d vs. \u201cdesfavor\u00e1vel\u201d), mas sobre a raz\u00e3o dessas diferen\u00e7as: est\u00e1 relacionada com a import\u00e2ncia dada a tal par\u00e2metro? Com o tipo de agrega\u00e7\u00e3o escolhido? Com uma interpreta\u00e7\u00e3o diferente dos dados de base?<\/li>\n<\/ul>\n\n\n\n<p>O objetivo da concerta\u00e7\u00e3o torna-se ent\u00e3o mais claro: levar progressivamente cada ator a aproximar-se de uma vis\u00e3o comum, que n\u00e3o ser\u00e1 nem estritamente otimista, nem estritamente pessimista, mas uma vis\u00e3o m\u00e9dia reconhecida como um compromisso inicial.<\/p>\n\n\n\n<p>Se retomarmos o caso exemplificado no artigo <a href=\"https:\/\/www.sigterritoires.fr\/index.php\/pt\/da-analise-booleana-a-logica-difusa-em-um-sig-um-exemplo-concreto\/\" title=\"Da an\u00e1lise booleana \u00e0 l\u00f3gica difusa em um SIG: um exemplo concreto,\">Da an\u00e1lise booleana \u00e0 l\u00f3gica difusa em um SIG: um exemplo concreto,<\/a> e supormos que dois atores tenham uma vis\u00e3o completamente divergente, um otimista e outro pessimista:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-medium\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"236\" data-attachment-id=\"15421\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/de-lanalyse-booleenne-a-la-logique-floue-dans-un-sig-un-exemple-concret\/ex_resultat_opt\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?fit=1875%2C1478&amp;ssl=1\" data-orig-size=\"1875,1478\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"ex_resultat_opt\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?fit=640%2C504&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?resize=300%2C236&#038;ssl=1\" alt=\"\" class=\"wp-image-15421\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?resize=300%2C236&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?resize=1024%2C807&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?resize=768%2C605&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?resize=1536%2C1211&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?w=1875&amp;ssl=1 1875w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_opt.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div>\n\n\n<figure class=\"wp-block-image size-medium\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"247\" data-attachment-id=\"15422\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/de-lanalyse-booleenne-a-la-logique-floue-dans-un-sig-un-exemple-concret\/ex_resultat_pes\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?fit=1814%2C1495&amp;ssl=1\" data-orig-size=\"1814,1495\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"ex_resultat_pes\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?fit=640%2C528&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?resize=300%2C247&#038;ssl=1\" alt=\"\" class=\"wp-image-15422\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?resize=300%2C247&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?resize=1024%2C844&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?resize=768%2C633&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?resize=1536%2C1266&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?w=1814&amp;ssl=1 1814w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_pes.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n\n\n\n<p>O objetivo que podemos estabelecer \u00e9, por meio da discuss\u00e3o, levar cada ator a se aproximar de uma vis\u00e3o m\u00e9dia.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"254\" data-attachment-id=\"15420\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/de-lanalyse-booleenne-a-la-logique-floue-dans-un-sig-un-exemple-concret\/ex_resultat_moy\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?fit=1793%2C1521&amp;ssl=1\" data-orig-size=\"1793,1521\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"ex_resultat_moy\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?fit=640%2C543&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?resize=300%2C254&#038;ssl=1\" alt=\"\" class=\"wp-image-15420\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?resize=300%2C254&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?resize=1024%2C869&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?resize=768%2C651&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?resize=1536%2C1303&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?w=1793&amp;ssl=1 1793w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_resultat_moy.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Negociacao_um_exemplo_desenvolvido\"><\/span>Negocia\u00e7\u00e3o, um exemplo desenvolvido<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A negocia\u00e7\u00e3o \u00e9 uma etapa mais comprometida: n\u00e3o se trata mais apenas de compartilhar e comparar vis\u00f5es, mas de tomar decis\u00f5es que envolvem concess\u00f5es rec\u00edprocas.<\/p>\n\n\n\n<p>Aqui, mais uma vez, a l\u00f3gica difusa permite objetivar as \u00e1reas de conflito. Gra\u00e7as aos graus de pertencimento, podemos identificar:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>as \u00e1reas fortemente favor\u00e1veis para um participante e fortemente desfavor\u00e1veis para o outro \u2192 s\u00e3o os verdadeiros pontos de tens\u00e3o,<\/li>\n\n\n\n<li>as \u00e1reas onde as avalia\u00e7\u00f5es s\u00e3o pr\u00f3ximas \u2192 estes s\u00e3o os pontos de consenso impl\u00edcitos, que n\u00e3o requerem longas discuss\u00f5es,<\/li>\n\n\n\n<li>as \u00e1reas intermedi\u00e1rias \u2192 que podem se tornar o terreno privilegiado para compromissos.<\/li>\n<\/ul>\n\n\n\n<p>Tomemos o exemplo de dois atores: um otimista e outro pessimista.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>O otimista quer obter o m\u00e1ximo de \u00e1reas com uma perten\u00e7a pr\u00f3xima de 1 (\u201cmuito favor\u00e1veis\u201d).<\/li>\n\n\n\n<li>O pessimista, ao contr\u00e1rio, quer manter as \u00e1reas onde percebe um risco elevado (\u201cmuito desfavor\u00e1veis\u201d).<\/li>\n<\/ul>\n\n\n\n<p>Uma simples consulta SQL permite detectar as \u00e1reas mais conflituosas: aquelas classificadas como muito favor\u00e1veis (verdes) pelo otimista e muito desfavor\u00e1veis (vermelhas) pelo pessimista:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SELECT o.geom,\n       o.intopt2_agg,\n       p.intpes2_agg\nFROM plugin.intopt2_agg o\nJOIN plugin.intpes2_agg p\n  ON ST_Equals(o.geom, p.geom)\nWHERE o.intopt2_agg &gt; 0.875\n  AND p.intpes2_agg &lt; 0.125;\n<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium\"><a href=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?ssl=1\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"210\" data-attachment-id=\"15609\" data-permalink=\"https:\/\/www.sigterritoires.fr\/index.php\/concertation-et-negociation-lapport-de-la-logique-floue\/ex_zones_negociation\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?fit=1932%2C1353&amp;ssl=1\" data-orig-size=\"1932,1353\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"ex_zones_negociation\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?fit=640%2C448&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?resize=300%2C210&#038;ssl=1\" alt=\"\" class=\"wp-image-15609\" srcset=\"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?resize=300%2C210&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?resize=1024%2C717&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?resize=768%2C538&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?resize=1536%2C1076&amp;ssl=1 1536w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?w=1932&amp;ssl=1 1932w, https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/ex_zones_negociation.jpg?w=1280&amp;ssl=1 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p>Essas \u00e1reas tornam-se ent\u00e3o a mat\u00e9ria-prima da negocia\u00e7\u00e3o:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Devemos realmente preserv\u00e1-las ou explor\u00e1-las?<\/li>\n\n\n\n<li>\u00c9 poss\u00edvel imaginar um cen\u00e1rio alternativo que reduza os riscos percebidos e, ao mesmo tempo, satisfa\u00e7a parte das expectativas?<\/li>\n\n\n\n<li>Que compensa\u00e7\u00f5es podem ser propostas?<\/li>\n<\/ul>\n\n\n\n<p>Ao revelar essas \u00e1reas de tens\u00e3o com precis\u00e3o, a l\u00f3gica difusa evita que a negocia\u00e7\u00e3o se perca em debates gerais. Ela recentra a discuss\u00e3o nos verdadeiros pontos de desacordo e ajuda a formular compromissos mais racionais e mais bem aceitos.t\u00e9s.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>Concerta\u00e7\u00e3o e negocia\u00e7\u00e3o: compreender, dialogar, construir juntos Em projetos territoriais, ambientais ou de desenvolvimento, as decis\u00f5es n\u00e3o podem mais ser impostas de forma unilateral. Os atores \u2013 sejam eles cidad\u00e3os, institui\u00e7\u00f5es, empresas ou associa\u00e7\u00f5es \u2013 esperam&hellip;<\/p>\n","protected":false},"author":1,"featured_media":15608,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"give_campaign_id":0,"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"sfsi_plus_gutenberg_text_before_share":"","sfsi_plus_gutenberg_show_text_before_share":"","sfsi_plus_gutenberg_icon_type":"","sfsi_plus_gutenberg_icon_alignemt":"","sfsi_plus_gutenburg_max_per_row":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3418,2134],"tags":[3755,3759,3757,2237],"class_list":["post-15701","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pluigin-pt","category-qgis","tag-concertacao","tag-logica-difusa-fuzzyattributes-pt","tag-negociacao","tag-plugin-pt"],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.sigterritoires.fr\/wp-content\/uploads\/2025\/09\/planification_spatiale.jpg?fit=864%2C402&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/p6XU0A-45f","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts\/15701","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/comments?post=15701"}],"version-history":[{"count":0,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/posts\/15701\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/media\/15608"}],"wp:attachment":[{"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/media?parent=15701"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/categories?post=15701"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sigterritoires.fr\/index.php\/wp-json\/wp\/v2\/tags?post=15701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}