{"id":167,"date":"2022-07-04T21:50:32","date_gmt":"2022-07-04T21:50:32","guid":{"rendered":"https:\/\/mnssimulacion.cl\/?page_id=167"},"modified":"2026-04-23T16:46:05","modified_gmt":"2026-04-23T16:46:05","slug":"modelos","status":"publish","type":"page","link":"https:\/\/mnssimulacion.cl\/en\/modelos\/","title":{"rendered":"Models"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-167\" data-postid=\"167\" class=\"themify_builder_content themify_builder_content-167 themify_builder tf_clear\">\n    \t<!-- module_row -->\n\t<div  data-lazy=\"1\" class=\"module_row themify_builder_row tb_r1hx955 tb_first tf_clearfix\">\n\t    \t\t<div class=\"row_inner col_align_top col-count-1 tf_box tf_w tf_rel\">\n\t\t\t<div  data-lazy=\"1\" class=\"module_column tb-column col-full first tb_e1dq957 repeat tf_box\">\n\t\t\t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_s0dq697  inline-fancy-heading\" data-lazy=\"1\">\n        <h1 class=\"fancy-heading tf_textl\">\n    <span class=\"main-head tf_inline_b\">\n\t\t\t\t\t\t\t    <\/span>\n\n\t\t\t<span class=\"tb_fancy_heading_icon_wrap tf_inline_b\">\n\t\t\t<span class=\"tb_fancy_heading_border\"><\/span>\t\t\t<span class=\"tb_fancy_heading_icon\">\n\t\t\t\t\t\t\t\t\t<em style=\"color: #0073a6\"><svg  aria-hidden=\"true\" class=\"tf_fa tf-fas-cubes\"><use href=\"#tf-fas-cubes\"><\/use><\/svg><\/em>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t<span class=\"tb_fancy_heading_border\"><\/span>\t\t<\/span>\n\t\n    <span class=\"sub-head tf_inline_b tf_rel\">\n\t\t\t\t\tSimulators\t\t    <\/span>\n    <\/h1>\n<\/div>\n<!-- \/module fancy heading -->\n\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t    <!-- \/row_inner -->\n\t<\/div>\n\t<!-- \/module_row -->\n\t\t<!-- module_row -->\n\t<div  data-lazy=\"1\" class=\"module_row themify_builder_row repeat tb_ae0v312 tf_clearfix\" >\n\t    \t\t<div class=\"row_inner col_align_top col-count-1 tf_box tf_w tf_rel\">\n\t\t\t<div  data-lazy=\"1\" class=\"module_column tb-column col-full first tb_havl313 tf_box\">\n\t\t\t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module text -->\n<div  class=\"module module-text tb_5fkm313\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>The MNS has developed growth and yield simulation models for the most important commercial tree species in Chile which are implemented on the same computing platform. A forest inventory processing system is also integrated in the same platform and linked to the simulators. Each simulation model has parameterised predictive functions for each <a href=\"#themify-popup-2878\" class=\"tf_popup\"> Zonas de Crecimiento<\/a> previously defined for each tree species according to climate and edaphic conditions.<\/p>    <\/div>\n<\/div>\n<!-- \/module text -->\t<div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tb_9c5l314 tf_w tf_clearfix\">\n\t    \t\t<div class=\"subrow_inner col_align_top col-count-4 tf_box tf_w\">\n\t\t\t<div  data-lazy=\"1\" class=\"sub_column module_column tf_box col4-1 first tb_00g8315 repeat\" > \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_0c0l57\" data-lazy=\"1\">\n        <h3 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n\t\t\t\t\tINSIGNE\t\t    <\/span>\n\n\t\n    <span class=\"sub-head tf_block tf_rel\">\n\t\t\t\t\t\t\t    <\/span>\n    <\/h3>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_2ge7636\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>This simulator projects the growth and yield of radiata pine plantations from ...<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module plain text -->\n<div  class=\"module module-plain-text tb_75ja438\" data-lazy=\"1\">\n        <div class=\"tb_text_wrap\">\n\t<a href=\"#themify-popup-1015\" class=\"tf_popup transparent\">Learn more<\/a>    <\/div>\n<\/div>\n<!-- \/module plain text -->\t        <\/div>\n\t    \t<\/div>\n\t\t<div  data-lazy=\"1\" class=\"sub_column module_column tf_box col4-1 second tb_clps316 repeat\" > \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_knss309\" data-lazy=\"1\">\n        <h3 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n\t\t\t\t\tEUCASIM\t\t    <\/span>\n\n\t\n    <span class=\"sub-head tf_block tf_rel\">\n\t\t\t\t\t\t\t    <\/span>\n    <\/h3>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_e0rk202\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>This simulator project the growth and yield of Eucalyptus globulus ...<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module plain text -->\n<div  class=\"module module-plain-text tb_1hyl544\" data-lazy=\"1\">\n        <div class=\"tb_text_wrap\">\n\t<a href=\"#themify-popup-788\" class=\"tf_popup transparent\">Learn more<\/a>    <\/div>\n<\/div>\n<!-- \/module plain text -->\t        <\/div>\n\t    \t<\/div>\n\t\t<div  data-lazy=\"1\" class=\"sub_column module_column tf_box col4-1 third tb_faqd316 repeat\" > \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_z0tc500\" data-lazy=\"1\">\n        <h3 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n\t\t\t\t\tHYBRID\t\t    <\/span>\n\n\t\n    <span class=\"sub-head tf_block tf_rel\">\n\t\t\t\t\t\t\t    <\/span>\n    <\/h3>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_7keg431\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>This simulator began its development in 2011 to incorporate the effect ...<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module plain text -->\n<div  class=\"module module-plain-text tb_5kfb613\" data-lazy=\"1\">\n        <div class=\"tb_text_wrap\">\n\t<a href=\"#themify-popup-786\" class=\"tf_popup transparent\">Learn more<\/a>    <\/div>\n<\/div>\n<!-- \/module plain text -->\t        <\/div>\n\t    \t<\/div>\n\t\t<div  data-lazy=\"1\" class=\"sub_column module_column tf_box col4-1 last tb_5wun920 repeat\" > \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_n0lx920\" data-lazy=\"1\">\n        <h3 class=\"fancy-heading\">\n    <span class=\"main-head tf_block\">\n\t\t\t\t\tNATIVO\t\t    <\/span>\n\n\t\n    <span class=\"sub-head tf_block tf_rel\">\n\t\t\t\t\t\t\t    <\/span>\n    <\/h3>\n<\/div>\n<!-- \/module fancy heading -->\n<!-- module text -->\n<div  class=\"module module-text tb_n6vs920\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>This simulator began its development in 2021 and corresponds to a distance ...<\/p>    <\/div>\n<\/div>\n<!-- \/module text --><!-- module plain text -->\n<div  class=\"module module-plain-text tb_k9ey920\" data-lazy=\"1\">\n        <div class=\"tb_text_wrap\">\n\t<a href=\"#themify-popup-1392\" class=\"tf_popup transparent\">Learn more<\/a>    <\/div>\n<\/div>\n<!-- \/module plain text -->\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t<\/div><!-- \/themify_builder_sub_row -->\n\t\t<div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tb_v245938 tf_w tf_clearfix\">\n\t    \t\t<div class=\"subrow_inner col_align_top col-count-1 tf_box tf_w\">\n\t\t\t<div  data-lazy=\"1\" class=\"sub_column module_column tf_box col-full first tb_9x9c938\"> \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module text -->\n<div  class=\"module module-text tb_3jsm992\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>All the simulation systems described above for forest plantations are empirical and cover the entire range of resolution levels required: <a href=\"#themify-popup-1355\" class=\"tf_popup\"><u>stand-level growth  model<\/u><\/a>, <a href=\"#themify-popup-1357\" class=\"tf_popup\"><u>stand-table projection model<\/u><\/a>, <a href=\"#themify-popup-1359\" class=\"tf_popup\"><u>distance independent individual-tree growth model<\/u><\/a> and <a href=\"#themify-popup-1361\" class=\"tf_popup\"><u>compatible-projection model.<\/u><\/a>.<\/p>\n<p>The computer simulation platform developed by the MNS has proven to be flexible enough to allow its implementation for other tree species. So far, it has been successfully implemented for use in plantations of <em>Eucalyptus grandis<\/em> In Brazil and <em>Pinus taeda<\/em> in Uruguay and Argentina. More recently, the integrated forest inventory processing and growth projection systems were incorporated into the corporate information system of CMPC Forestal, which serves its companies in Chile (CMPC-Forestal Mininco), Brazil (CMPC-Celulose Riograndense), and Argentina (CMPC -Bosques del Plata).<\/p>    <\/div>\n<\/div>\n<!-- \/module text -->\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t<\/div><!-- \/themify_builder_sub_row -->\n\t\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t    <!-- \/row_inner -->\n\t<\/div>\n\t<!-- \/module_row -->\n\t\t<!-- module_row -->\n\t<div  data-lazy=\"1\" class=\"module_row themify_builder_row repeat tb_q85x91 tf_clearfix\" >\n\t    \t\t<div class=\"row_inner col_align_top col-count-1 tf_box tf_w tf_rel\">\n\t\t\t<div  data-lazy=\"1\" class=\"module_column tb-column col-full first tb_t2lt91 tf_box\">\n\t\t\t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module fancy heading -->\n<div  class=\"module module-fancy-heading tb_q0q792  inline-fancy-heading\" data-lazy=\"1\">\n        <h1 class=\"fancy-heading tf_textl\">\n    <span class=\"main-head tf_inline_b\">\n\t\t\t\t\t\t\t    <\/span>\n\n\t\t\t<span class=\"tb_fancy_heading_icon_wrap tf_inline_b\">\n\t\t\t<span class=\"tb_fancy_heading_border\"><\/span>\t\t\t<span class=\"tb_fancy_heading_icon\">\n\t\t\t\t\t\t\t\t\t<em style=\"color: #0073a6\"><svg  aria-hidden=\"true\" class=\"tf_fa tf-fas-laptop-code\"><use href=\"#tf-fas-laptop-code\"><\/use><\/svg><\/em>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t<span class=\"tb_fancy_heading_border\"><\/span>\t\t<\/span>\n\t\n    <span class=\"sub-head tf_inline_b tf_rel\">\n\t\t\t\t\tAcademic Version\t\t    <\/span>\n    <\/h1>\n<\/div>\n<!-- \/module fancy heading -->\n\t<div  data-lazy=\"1\" class=\"module_subrow themify_builder_sub_row tb_5t6k76 tf_w tf_clearfix\">\n\t    \t\t<div class=\"subrow_inner col_align_middle gutter-none col-count-2 tf_box tf_w\"  data-basecol=\"2\" data-col_mobile=\"column-full\">\n\t\t\t<div  style=\"width: 40.97%\" data-lazy=\"1\" class=\"sub_column module_column tf_box col4-1 first tb_i39677\"> \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module image -->\n<div  class=\"module module-image tb_7y9p292   image-top tf_mw\" data-lazy=\"1\">\n        <div class=\"image-wrap tf_rel tf_mw\">\n\t\t    <img loading=\"lazy\" width=\"1920\" height=\"1032\" src=\"https:\/\/mnssimulacion.cl\/wp-content\/uploads\/2022\/07\/MNSSimulador.png\" class=\"wp-post-image wp-image-396\" title=\"MNSSimulador\" alt=\"MNSSimulador\">\t\n\t\t<\/div>\n\t<!-- \/image-wrap -->\n    \n    \t<\/div>\n<!-- \/module image -->\t        <\/div>\n\t    \t<\/div>\n\t\t<div  style=\"width: 59.03%\" data-lazy=\"1\" class=\"sub_column module_column tf_box col4-3 last tb_htgr455\"> \n\t    \t    \t        <div class=\"tb-column-inner tf_box tf_w\">\n\t\t    <!-- module text -->\n<div  class=\"module module-text tb_u3lt92\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>As a way of promoting the use of modern growth simulation systems developed to support plantation management decisions in Chile, since 1995 the MNS has periodically released Academic versions. The main purpose has been to transfer this tool free of charge to the various universities that teach Forestry Engineering to support academic work in different subjects. The latest version was released in March 2023 and can be downloaded from the following link:<\/p>\n<a href=\"#themify-popup-1535\" class=\"tf_popup\"><u>Download<\/u><\/a>    <\/div>\n<\/div>\n<!-- \/module text -->\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t<\/div><!-- \/themify_builder_sub_row -->\n\t<!-- module text -->\n<div  class=\"module module-text tb_8njo184\" data-lazy=\"1\">\n        <div  class=\"tb_text_wrap\">\n    <p>This Academic version allows you to learn about all the capabilities of the system and serves as a training tool for students. It can also be useful for companies interested in evaluating a membership to use this tool for managing their plantations. It is important to point out that this Academic version incorporates only a single generalized configuration of predictive functions for each species. Therefore, IT IS NOT A TOOL designed for operational use.<\/p>    <\/div>\n<\/div>\n<!-- \/module text -->\t        <\/div>\n\t    \t<\/div>\n\t\t    <\/div>\n\t    <!-- \/row_inner -->\n\t<\/div>\n\t<!-- \/module_row -->\n\t<\/div>\n<!--\/themify_builder_content-->","protected":false},"excerpt":{"rendered":"<p>Simuladores El MNS ha desarrollado modelos de simulaci\u00f3n de crecimiento y rendimiento para diversas especies forestales de inter\u00e9s comercial y se encuentran implementados en una misma plataforma inform\u00e1tica. En esta plataforma tambi\u00e9n se encuentra integrado un sistema de procesamiento de inventarios. Cada uno de los modelos de simulaci\u00f3n cuentan con funciones predictoras que han sido [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"builder_content":"<h1><br\/>Simuladores<\/h1>\n<p>El MNS ha desarrollado modelos de simulaci\u00f3n de crecimiento y rendimiento para diversas especies forestales de inter\u00e9s comercial y se encuentran implementados en una misma plataforma inform\u00e1tica. En esta plataforma tambi\u00e9n se encuentra integrado un sistema de procesamiento de inventarios. Cada uno de los modelos de simulaci\u00f3n cuentan con funciones predictoras que han sido parametrizadas para cada una de las [tf_popup link=\"2878\"] Zonas de Crecimiento[\/tf_popup] definidas para cada especie de acuerdo a condiciones clim\u00e1ticas y ed\u00e1ficas.<\/p>\n<h3>INSIGNE<br\/><\/h3>\n<p>Simulador que permite proyectar el crecimiento y rendimiento de plantaciones de Pino radiata desde el establecimiento hasta los 30 a\u00f1os de edad ...<\/p>\n[tf_popup style=\"transparent\" link=\"1015\" border: none;]Conocer m\u00e1s[\/tf_popup]\n<h3>EUCASIM<br\/><\/h3>\n<p>Simulador que permite proyectar el crecimiento y rendimiento\u00a0 de plantaciones de Eucalyptus globulus y Eucalyptus nitens desde el establecimiento ...<\/p>\n[tf_popup style=\"transparent\" link=\"788\" border: none;]Conocer m\u00e1s[\/tf_popup]\n<h3>HIBRIDO<br\/><\/h3>\n<p>Este simulador comenz\u00f3 su desarrollo el a\u00f1o 2011 con el prop\u00f3sito de incorporar en el proceso de proyecci\u00f3n el efecto de condiciones clim\u00e1ticas y ed\u00e1ficas ...<\/p>\n[tf_popup style=\"transparent\" link=\"786\" border: none;]Conocer m\u00e1s[\/tf_popup]\n<h3>NATIVO<br\/><\/h3>\n<p>Este simulador inicio su desarrollo en 2021 y corresponde a un modelo de \u00e1rbol individual independiente de la distancia ...<\/p>\n[tf_popup style=\"transparent\" link=\"1392\" border: none;]Conocer m\u00e1s[\/tf_popup]\n<p>Todos los sistemas de simulaci\u00f3n descritos anteriormente para plantaciones forestales son del tipo emp\u00edrico. Para el caso de modelos de plantaciones cubren todo el rango de niveles de resoluci\u00f3n requeridos: [tf_popup link=1355]<u>modelo de rodal con desagregaci\u00f3n de tabla de rodal<\/u>[\/tf_popup], [tf_popup link=1357]<u>modelo de proyecci\u00f3n de tabla de rodal<\/u>[\/tf_popup], [tf_popup link=1359]<u>modelo de \u00e1rbol individual independiente de la distancia<\/u>[\/tf_popup] y [tf_popup link=1361]<u>modelo de proyecci\u00f3n compatible<\/u>[\/tf_popup].<\/p> <p>La plataforma computacional desarrollada por el MNS ha demostrado ser lo suficientemente flexible para realizar una implementaci\u00f3n para otras especies forestales. Hasta ahora se ha implementado exitosamente para su uso en plantaciones de <em>Eucalyptus grandis<\/em> en Brasil, y <em>Pinus taeda<\/em> en Uruguay y Argentina. Recientemente, el motor de procesamiento de datos de inventarios y m\u00e9todos de proyecci\u00f3n de crecimiento est\u00e1n incorporado en el sistema de informaci\u00f3n corporativo de CMPC Forestal que atiende a sus empresas en Chile (CMPC-Forestal Mininco), Brasil (CMPC-Celulose Riograndense) y Argentina (CMPC-Bosques del Plata).<\/p>\n<h1><br\/>Versi\u00f3n Acad\u00e9mica<\/h1>\n<img loading=\"lazy\" width=\"1920\" height=\"1032\" src=\"https:\/\/mnssimulacion.cl\/wp-content\/uploads\/2022\/07\/MNSSimulador.png\" title=\"MNSSimulador\" alt=\"MNSSimulador\">\n<p>Como una manera de fomentar el uso de modernos sistemas de simulaci\u00f3n de crecimiento desarrollados para apoyar decisiones de manejo de plantaciones en Chile, el MNS desde el a\u00f1o 1995\u00a0 ha liberado peri\u00f3dicamente versiones demostrativas de sus modelos de simulaci\u00f3n. El prop\u00f3sito fundamental ha sido transferir de manera gratuita esta herramienta a las distintas Universidades que imparten la carrera de Ingenier\u00eda Forestal en el pa\u00eds para as\u00ed apoyar labores acad\u00e9micas en distintas asignaturas. La \u00faltima versi\u00f3n fue liberada en Marzo 2023 y puede ser descargada desde el siguiente enlace:<\/p> <p>[tf_popup link=\"1535\"]<u>Descargar<\/u>[\/tf_popup]<\/p>\n<p>Esta versi\u00f3n demostrativa permite conocer todas capacidades del sistema y servir como herramienta de entrenamiento para estudiantes. Tambi\u00e9n puede ser de utilidad para aquellas empresas que est\u00e9n interesadas en evaluar una membres\u00eda para incorporar el uso de esta herramienta para el manejo de sus plantaciones. Es importante se\u00f1alar, que esta versi\u00f3n Acad\u00e9mica incorpora para cada especie s\u00f3lo una \u00fanica configuraci\u00f3n generalizada de funciones predictivas. Esto hace que no sea una herramienta dise\u00f1ada para su uso operacional.<\/p>","_links":{"self":[{"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/pages\/167"}],"collection":[{"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/comments?post=167"}],"version-history":[{"count":76,"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/pages\/167\/revisions"}],"predecessor-version":[{"id":2939,"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/pages\/167\/revisions\/2939"}],"wp:attachment":[{"href":"https:\/\/mnssimulacion.cl\/en\/wp-json\/wp\/v2\/media?parent=167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}