{"id":378,"date":"2020-06-22T10:22:17","date_gmt":"2020-06-22T09:22:17","guid":{"rendered":"https:\/\/www.metalp-research.it\/?p=378"},"modified":"2020-06-22T16:04:13","modified_gmt":"2020-06-22T15:04:13","slug":"modelli-meteorologici-ed-eventi-estremi-il-debris-flow-del-rio-croso-di-agosto-2019","status":"publish","type":"post","link":"https:\/\/www.metalp-research.it\/en_gb\/2020\/06\/22\/modelli-meteorologici-ed-eventi-estremi-il-debris-flow-del-rio-croso-di-agosto-2019\/","title":{"rendered":"Weather models and extreme events: the Croso stream debris flow of August 2019"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"378\" class=\"elementor elementor-378\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f6cf30b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f6cf30b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-227dc407\" data-id=\"227dc407\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a4f13f4 elementor-drop-cap-yes elementor-drop-cap-view-default elementor-widget elementor-widget-text-editor\" data-id=\"4a4f13f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;drop_cap&quot;:&quot;yes&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<p>One of the challenges of the MetAlp project is to develop a meteorological model, capable of achieving a high spatial resolution to predict the weather in the mountains accurately.<\/p>\n\n<p>The most frequent visitors to the mountains know that the weather changes quickly, and from a sunny day, it turns into a violent thunderstorm in a few hours. Meteorologists, on the other hand, are aware of the limitations of the forecasting models, the reduced ability to predict very local events, or the greater uncertainty in predicting their intensity and duration. The main reason is related to the discretization of the atmosphere that models are forced to do, as well as the equation approximation that describes the atmosphere.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5822c36 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5822c36\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-cfe095a\" data-id=\"cfe095a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3d1454 elementor-widget elementor-widget-image\" data-id=\"a3d1454\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?ssl=1\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"grigliatoglob\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzgwLCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL2dyaWdsaWF0b2dsb2IucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"520\" height=\"508\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?fit=520%2C508&amp;ssl=1\" class=\"attachment-large size-large wp-image-380\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?w=520&amp;ssl=1 520w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?resize=300%2C293&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?resize=50%2C50&amp;ssl=1 50w\" sizes=\"(max-width: 520px) 100vw, 520px\" data-attachment-id=\"380\" data-permalink=\"https:\/\/www.metalp-research.it\/en_gb\/2020\/06\/22\/modelli-meteorologici-ed-eventi-estremi-il-debris-flow-del-rio-croso-di-agosto-2019\/grigliatoglob\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?fit=520%2C508&amp;ssl=1\" data-orig-size=\"520,508\" 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=\"grigliatoglob\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/grigliatoglob.png?fit=520%2C508&amp;ssl=1\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Example of weather model grid<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-2a43a74\" data-id=\"2a43a74\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-493365b elementor-widget elementor-widget-text-editor\" data-id=\"493365b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Currently, the weather models used by forecasting centres, such as ARPA Piemonte, Meteo Swiss, or others, have a grid pitch of at most one kilometre. In mountainous terrain this can be too little, that is, not to represent in detail the topography and the arrangement of the valleys. Current research with regional-scale models aims to improve both the spatial resolution and the physics that describes the atmosphere (equations) contained in the models.<\/p>\n<p>Much is being done in the meteorological community to improve and understand more deeply the lowest layer of the atmosphere, which is in contact with the Earth's surface: the boundary layer (or the Planetary Boundary Layer).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09ae5b7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09ae5b7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d7e982c\" data-id=\"d7e982c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22a4b87 elementor-widget elementor-widget-text-editor\" data-id=\"22a4b87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In mountainous terrain, the boundary layer presents complexities which on horizontal, homogeneous and flat terrain does not exist. The current theory that describes the turbulence of the PBL, dated 1950s, has been seen to provide equations with hypotheses that in mountain terrain (therefore not horizontal, not homogeneous and not flat) prove to be no longer valid.<\/p>\n<p>Great efforts are being made to, first of all, understand what happens in the mountain PBL (or Mountain Boundary Layer), through experiments and measurement campaigns, and then trying to describe with the new theories, or adaptations of the old, the dynamics of the atmosphere.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a6ce741 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6ce741\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-c3941ca\" data-id=\"c3941ca\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e76ce4b elementor-widget elementor-widget-text-editor\" data-id=\"e76ce4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><a href=\"https:\/\/www.metalp-research.it\/en_gb\/il-progetto\/\" target=\"_self\"> The MetAlp project <\/a> is located halfway, applying current knowledge, and testing new modelling techniques wants to develop a weather model that can best simulate atmospheric dynamics in complex terrain and with high spatial resolution.<\/p>\n<p>To do this, it is necessary to use several case studies, and above all data measured on-site.<\/p>\n<p>This first study, published in Applied Sciences Journal, considers a very intense precipitation event that reactivated a landslide in the bed of the Croso stream, which was quiescent from the Piedmont flood of October 2000. The debris flow blocked the road leading from San Domenico to Ponte Campo and Alpe Veglia. The estimate of the material accumulated at the foot of the landslide is 37759 cubic meters.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0fe1c95\" data-id=\"0fe1c95\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b24096 elementor-widget elementor-widget-image\" data-id=\"6b24096\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?ssl=1\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Fig04\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzgzLCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL0ZpZzA0LXNjYWxlZC5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"672\" height=\"1024\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?fit=672%2C1024&amp;ssl=1\" class=\"attachment-large size-large wp-image-383\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?w=1679&amp;ssl=1 1679w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=197%2C300&amp;ssl=1 197w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=672%2C1024&amp;ssl=1 672w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=768%2C1171&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=1007%2C1536&amp;ssl=1 1007w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=1343%2C2048&amp;ssl=1 1343w, https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?w=1500&amp;ssl=1 1500w\" sizes=\"(max-width: 672px) 100vw, 672px\" data-attachment-id=\"383\" data-permalink=\"https:\/\/www.metalp-research.it\/en_gb\/2020\/06\/22\/modelli-meteorologici-ed-eventi-estremi-il-debris-flow-del-rio-croso-di-agosto-2019\/fig04\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?fit=1679%2C2560&amp;ssl=1\" data-orig-size=\"1679,2560\" 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=\"Fig04\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Vista della frana del 12 Agosto 2019&lt;\/p&gt;\" data-large-file=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?fit=672%2C1024&amp;ssl=1\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Il debris flow del Rio Croso del 12 Agosto 2019<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ef50634 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ef50634\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-71072e5\" data-id=\"71072e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dea44f4 elementor-drop-cap-yes elementor-drop-cap-view-default elementor-widget elementor-widget-text-editor\" data-id=\"dea44f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;drop_cap&quot;:&quot;yes&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The WRF model was applied to this case study. The chosen horizontal resolution was 500 meters, and the vertical levels near the ground were thickened (inside the boundary layer). In this case, the accuracy of predicting turbulent parameters was not assessed, but only the Authors focused on precipitation. It should be remembered, however, that the precipitation forecast is precise if the model interprets and calculates all the other parameters correctly, especially those related to convection and turbulence.<\/p>\n<p>In August 2019, the model partially underestimated the amount of precipitation, while the timing was captured with high precision.<\/p>\n<p>In parallel with this event, the Authors also studied the October 2000 event that caused a debris flow in the Rio Croso basin. In this case, the precipitation was predicted with more accuracy and with a lower underestimation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-962da61 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"962da61\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-09b99dc\" data-id=\"09b99dc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ca2677 elementor-widget elementor-widget-heading\" data-id=\"6ca2677\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The article<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ca7a61b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ca7a61b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35da92f\" data-id=\"35da92f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d21f33 elementor-widget elementor-widget-text-editor\" data-id=\"7d21f33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"title hypothesis_container\" itemprop=\"name\">Weather Simulation of Extreme Precipitation Events Inducing Slope Instability Processes over Mountain Landscapes<\/h1>\n<p>Authors: Alessio Golzio, Irene Maria Bollati, Marco Luciani, Manuela Pelfini, Silvia Ferrarese<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-78af08d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78af08d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bd58efd\" data-id=\"bd58efd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3a85ba elementor-widget elementor-widget-text-editor\" data-id=\"b3a85ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h1>Abstract<\/h1>\n<p>Mountain landscapes are characterised by a very variable environment under different points of view (topography, geology, meteorological conditions), and they are frequently affected by mass wasting processes. A debris flow that occurred along the Croso stream, located in the Italian Lepontine Alps in the Northern Ossola Valley, during summer 2019, was analysed from a geological\/geomorphological and meteorological point of view. The debris flow was triggered by an intense precipitation event that heavily impacted a very restricted area over the course of three hours. A previous debris flow along the same stream occurred in Autumn 2000, but it was related to an intense and prolonged rainfall event. The slope was characterised in terms of sediment connectivity, and data were retrieved and elaborated from the Web-GIS (Web-Geographic Information System) database of the IFFI-Italian Landslide Inventory and historical archives of landslides. Both the events were analysed through the weather research and forecasting (WRF) model applying a very high horizontal grid spacing with the aim of catching the precipitation patterns and timings. The obtained results are compared with the observed precipitation at a selection of weather stations in the area. The simulation of WRF that measured the timing in total precipitation and in its minor steps could be considered reliable. Moreover, it reveals to be appropriate for detecting in advance the meteorological conditions potentially triggering mass-wasting processes affecting slopes featuring high connectivity conditions and lithotypes characterised by a high Landslide Susceptibility Index.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4ae0232 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ae0232\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f04a19a\" data-id=\"f04a19a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap 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class=\"elementor-section elementor-top-section elementor-element elementor-element-088acee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"088acee\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-431b850\" data-id=\"431b850\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f0827f3 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"f0827f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\" data-no-translation-aria-label=\"\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"Fig04\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MzgzLCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL0ZpZzA0LXNjYWxlZC5qcGciLCJzbGlkZXNob3ciOiJmMDgyN2YzIn0%3D\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Fig04-scaled.jpg?resize=150%2C150&amp;ssl=1\" alt=\"Vista della frana del 12 Agosto 2019\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"Veglia_primavera-022\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTQ3LCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDVcL1ZlZ2xpYV9wcmltYXZlcmEtMDIyLXNjYWxlZC5qcGciLCJzbGlkZXNob3ciOiJmMDgyN2YzIn0%3D\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/05\/Veglia_primavera-022-scaled.jpg?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/05\/Veglia_primavera-022-scaled.jpg?resize=150%2C150&amp;ssl=1\" alt=\"La stazione pluviometrica di ARPA Piemonte all&#039;Alpe Veglia\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"SanDomenico_pluvio\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzk1LCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL1NhbkRvbWVuaWNvX3BsdXZpby5qcGciLCJzbGlkZXNob3ciOiJmMDgyN2YzIn0%3D\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/SanDomenico_pluvio.jpg?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/SanDomenico_pluvio.jpg?resize=150%2C150&amp;ssl=1\" alt=\"La stazione pluviometrica di ARPA Piemonte a San Domenico\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"ago2019_preci_evento\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzk2LCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL2FnbzIwMTlfcHJlY2lfZXZlbnRvLnBuZyIsInNsaWRlc2hvdyI6ImYwODI3ZjMifQ%3D%3D\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ago2019_preci_evento.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ago2019_preci_evento.png?resize=150%2C150&amp;ssl=1\" alt=\"La precipitazione vista dalla simulazione WRF\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"ago2019_preci_stazioni\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzk3LCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL2FnbzIwMTlfcHJlY2lfc3RhemlvbmkucG5nIiwic2xpZGVzaG93IjoiZjA4MjdmMyJ9\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ago2019_preci_stazioni.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ago2019_preci_stazioni.png?resize=150%2C150&amp;ssl=1\" alt=\"La simulazione sui punti stazione (Agosto 2019)\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"ott2000_preci_stazioni\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Mzk4LCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL290dDIwMDBfcHJlY2lfc3RhemlvbmkucG5nIiwic2xpZGVzaG93IjoiZjA4MjdmMyJ9\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ott2000_preci_stazioni.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/ott2000_preci_stazioni.png?resize=150%2C150&amp;ssl=1\" alt=\"La simulazione sui punti stazione (Ottobre 2000)\" \/><\/figure><\/a><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 of 7\" data-no-translation-aria-label=\"\"><a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"f0827f3\" data-elementor-lightbox-title=\"frana_croso\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDAzLCJ1cmwiOiJodHRwczpcL1wvd3d3Lm1ldGFscC1yZXNlYXJjaC5pdFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMFwvMDZcL2ZyYW5hX2Nyb3NvLnBuZyIsInNsaWRlc2hvdyI6ImYwODI3ZjMifQ%3D%3D\" href=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/frana_croso.png?ssl=1\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/frana_croso.png?resize=150%2C150&amp;ssl=1\" alt=\"La frana dall&#039;elicottero dei Vigili del Fuoco\" \/><\/figure><\/a><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Una delle sfide del progetto MetAlp \u00e8 quella di mettere a punto un modello meteorologico, capace di raggiungere una elevata risoluzione spaziale in modo da poter prevedere con precisione il tempo in montagna. I pi\u00f9 assidui frequentatori della montagna infatti sanno che il tempo cambia in fretta, e da una<a class=\"moretag\" href=\"https:\/\/www.metalp-research.it\/en_gb\/2020\/06\/22\/modelli-meteorologici-ed-eventi-estremi-il-debris-flow-del-rio-croso-di-agosto-2019\/\"> Read more<\/a><\/p>","protected":false},"author":1,"featured_media":406,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[36,5,16],"tags":[39,38,40],"class_list":["post-378","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-geomorfologia","category-meteorologia","category-modelli","tag-meteorologia","tag-pubblicazioni-2","tag-ricerca"],"jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.metalp-research.it\/wp-content\/uploads\/2020\/06\/Articolo_frana_intro.png?fit=1280%2C720&ssl=1","_links":{"self":[{"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/posts\/378","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/comments?post=378"}],"version-history":[{"count":14,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/posts\/378\/revisions"}],"predecessor-version":[{"id":407,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/posts\/378\/revisions\/407"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/media\/406"}],"wp:attachment":[{"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/media?parent=378"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/categories?post=378"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.metalp-research.it\/en_gb\/wp-json\/wp\/v2\/tags?post=378"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}