{"id":8945,"date":"2022-10-28T12:35:34","date_gmt":"2022-10-28T19:35:34","guid":{"rendered":"https:\/\/ma.jvista.net\/?post_type=projects&#038;p=8945"},"modified":"2025-05-14T16:47:38","modified_gmt":"2025-05-14T23:47:38","slug":"statistical-modeling-to-evaluate-streamflow-impacts","status":"publish","type":"projects","link":"https:\/\/elmontgomery.com\/es\/projects\/statistical-modeling-to-evaluate-streamflow-impacts\/","title":{"rendered":"Modelado estad\u00edstico para evaluar los impactos de caudales"},"content":{"rendered":"<p><strong>Cliente<\/strong>: Cliente industrial<\/p>\n<p><strong>Periodo de tiempo<\/strong>:2012\u20132016<\/p>\n<p><strong>Ubicaci\u00f3n<\/strong>: Confidencial<\/p>\n<h3 class=\"entry-sub-title\">Para evaluar el potencial de que el bombeo industrial, tanto hist\u00f3rico como futuro, afecte el caudal en un \u00e1rea de h\u00e1bitat cr\u00edtico, M&amp;A realiz\u00f3 primero un an\u00e1lisis estad\u00edstico para evaluar en qu\u00e9 medida las variaciones clim\u00e1ticas podr\u00edan ser responsables de los cambios observados en el caudal base. Posteriormente, utilizamos un modelo estad\u00edstico para evaluar la probabilidad y la magnitud de los impactos previstos en el caudal bajo diferentes condiciones igualmente v\u00e1lidas.<\/h3>\n<h3>VISI\u00d3N GENERAL<\/h3>\n<p>Los impactos en el agua superficial por el bombeo, particularmente los impactos en un \u00e1rea de h\u00e1bitat cr\u00edtico, pueden tener implicaciones ambientales y legales. En el caso de esta instalaci\u00f3n industrial, el monitoreo a largo plazo indic\u00f3 que el bombeo podr\u00eda haber causado peque\u00f1as disminuciones en el nivel del agua observadas junto al arroyo. Dado que estas disminuciones tambi\u00e9n podr\u00edan estar parcial o totalmente relacionadas con las condiciones de sequ\u00eda y\/o el bombeo por parte de otras entidades en el \u00e1rea, M&amp;A propuso usar un enfoque estad\u00edstico para evaluar varios factores.<\/p>\n<h3>SERVICIOS<\/h3>\n<p>M&amp;A aplic\u00f3 diversas herramientas para evaluar los impactos del clima y\/o del bombeo en el caudal fluvial e intentar identificarlos. La evaluaci\u00f3n implic\u00f3 el an\u00e1lisis estad\u00edstico de conjuntos de datos ambientales y la modelizaci\u00f3n de los posibles impactos en las aguas subterr\u00e1neas mediante un m\u00e9todo de Monte Carlo de espacio nulo.<\/p>\n<ul>\n<li>Analiz\u00f3 datos de precipitaci\u00f3n y cuantific\u00f3 la desviaci\u00f3n de la media para identificar per\u00edodos de sequ\u00eda.<\/li>\n<li>Analic\u00e9 datos de caudal y apliqu\u00e9 metodolog\u00eda para aislar componentes de caudal base y escorrent\u00eda estacional<\/li>\n<li>Realiz\u00f3 an\u00e1lisis estad\u00edsticos para evaluar las relaciones precipitaci\u00f3n-flujo base para tramos de arroyos con \u00e1reas de h\u00e1bitat cr\u00edticas; compar\u00f3 las estad\u00edsticas de correlaci\u00f3n con las de otras corrientes del \u00e1rea<\/li>\n<li>Datos analizados para separar estad\u00edsticamente los factores clim\u00e1ticos y de bombeo que afectan el caudal<\/li>\n<li>Adapt\u00f3 un modelo de flujo de agua subterr\u00e1nea existente para el an\u00e1lisis de Monte Carlo de espacio nulo para evaluar la probabilidad y la magnitud potencial de los impactos de flujo de agua relacionados con el bombeo<\/li>\n<li>C\u00f3digo desarrollado para ejecutar y compilar los resultados de numerosas simulaciones para evaluar los efectos de las incertidumbres en los par\u00e1metros y otras suposiciones en las proyecciones del modelo.<\/li>\n<li>Desarroll\u00e9 simulaciones para cuantificar los impactos del bombeo por parte del cliente y de otras entidades en el \u00e1rea de estudio, para distinguir estos impactos y proyectar los resultados de las reducciones planificadas en el bombeo<\/li>\n<li>An\u00e1lisis adicionales recomendados y recopilaci\u00f3n de datos para disminuir la incertidumbre y mejorar las proyecciones del modelo<\/li>\n<\/ul>","protected":false},"parent":0,"menu_order":0,"template":"","class_list":["post-8945","projects","type-projects","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Statistical Modeling to Evaluate Streamflow Impacts - Montgomery &amp; 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