{"id":12443,"date":"2025-06-11T17:50:54","date_gmt":"2025-06-11T15:50:54","guid":{"rendered":"https:\/\/www.aria-net.it\/?p=12443"},"modified":"2025-06-11T18:01:41","modified_gmt":"2025-06-11T16:01:41","slug":"integration-of-a-dynamic-resuspension-model-new-perspectives-for-the-spray-code","status":"publish","type":"post","link":"https:\/\/www.aria-net.it\/en\/integration-of-a-dynamic-resuspension-model-new-perspectives-for-the-spray-code\/","title":{"rendered":"Integration of a Dynamic Resuspension Model: New Perspectives for the SPRAY Code"},"content":{"rendered":"<div class=\"feed-shared-update-v2__description-wrapper mr2\" tabindex=\"-1\">\n<div class=\"feed-shared-inline-show-more-text feed-shared-update-v2__description feed-shared-inline-show-more-text--minimal-padding feed-shared-inline-show-more-text--expanded \" tabindex=\"-1\">\n<div class=\"update-components-text relative update-components-update-v2__commentary \" dir=\"ltr\">\n<p><strong>Atmospheric resuspension<\/strong> is the process of removing solid particles from the soil or in general from surfaces that determines their subsequent emission into the atmosphere.\u00a0This phenomenon can be determined by various factors, among which we can mention the wind and the movement of people or vehicles on the surface.<\/p>\n<p>The secondary emission generated by resuspension can assume a certain importance in some contexts, related to the estimation of the dispersion and accumulation of toxic or radioactive substances.<\/p>\n<p>Among the substances for which resuspension processes assume a certain importance are microplastics, or very small plastic particles with a diameter between 1 mm and 5 mm that can be deposited and accumulated on the ground. In the frame of the PhD thesis \u201c<strong>Study and assessment of the dispersion of microplastics in the atmosphere through numerical modelling<\/strong>\u201d conducted by the candidate <strong>Matteo Musso<\/strong> in the collaboration with <strong>CNR-ISAC<\/strong> and at the <strong>Department of Physics of the University of Turin<\/strong> &#8211; under the supervision of Prof. <strong>Silvia Trini Castelli<\/strong> for CNR, Prof. <strong>Silvia Ferrarese<\/strong> for the University and Dr. <strong>Gianni Tinarelli<\/strong> for <strong>ARIANET<\/strong> -, the development and implementation of a dynamic resuspension module .within the <strong>SPRAY<\/strong> code, capable of describing the effects of wind resuspension of solid substances deposited on the ground, is in process.. The algorithm, starting from both dispersion and deposition effects already present in the <strong>SPRAY<\/strong> code, aims to dynamically add the resuspension process due to the wind of substances previously deposited during the simulation.<\/p>\n<p>The implementation is based on the formulation proposed by Ginoux in 2001, according to which the resuspension flux depends on a source term, here expressed as a function of the amount of mass available per unit surface amount of <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12454\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-175253.png\" alt=\"\" width=\"31\" height=\"15\" srcset=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-175253.png 31w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-175253-24x12.png 24w\" sizes=\"auto, (max-width: 31px) 100vw, 31px\" \/> on an area <em>A<\/em> during the time interval D<em>t<\/em> and is equal to:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-12444 aligncenter\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/formula.png\" alt=\"\" width=\"209\" height=\"52\" srcset=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/formula.png 209w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/formula-24x6.png 24w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/formula-36x9.png 36w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/formula-48x12.png 48w\" sizes=\"auto, (max-width: 209px) 100vw, 209px\" \/><\/p>\n<p>where\u00a0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12450\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174451.png\" alt=\"\" width=\"29\" height=\"19\" srcset=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174451.png 29w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174451-24x16.png 24w\" sizes=\"auto, (max-width: 29px) 100vw, 29px\" \/> represents the fraction of bare soil on the surface,\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-12449\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174502.png\" alt=\"\" width=\"16\" height=\"18\" \/>\u00a0 the fraction of p-sized particulate matter,\u00a0 \u00a0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12451\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174811.png\" alt=\"\" width=\"13\" height=\"13\" \/> a numerical calibration constant, <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12448\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174514.png\" alt=\"\" width=\"17\" height=\"18\" \/>\u00a0 the friction velocity (which takes into account the characteristics of the soil) and\u00a0 <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12447\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174528.png\" alt=\"\" width=\"19\" height=\"15\" \/> the threshold friction velocity, to activate the resuspension on a certain type of soil.<\/p>\n<p>Once a two-dimensional matrix of ground deposition due to the contribution of appropriately chosen sources has been activated, the model performs a <strong>re-emission of the involved mass<\/strong> as a function of the wind that insists on each cell of the grid and a consequent decrease in the mass deposited on the same cell is taking place. The secondary emission is achieved by introducing new particles into the simulation domain starting from the cells of previously deposited material, which will contribute to the subsequent calculation of both the concentrations in the air and the depositions on the ground. The model also considers situations in which there are no primary sources of emission but uniquely secondary sources coming from previously deposited material, appropriately initialized at the beginning of the simulation.<\/p>\n<p>The following figures exemplify the results of a test case in which, in the same meteorological conditions, the resuspension process is ignored or considered. Panels A and B show the fields of the deposition flow without (on the left) and with (on the right) the resuspension, it can be seen how the resuspension tends to empty the deposition field through the re-emission process. Panels C and D show the corresponding ground level concentration fields in the atmosphere. In the absence of resuspension (on the left) the values \u200b\u200bare lower than those in the presence of resuspension (on the right) which benefit from the contribution of secondary emissions<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-12446 aligncenter\" src=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-300x258.png\" alt=\"\" width=\"387\" height=\"333\" srcset=\"https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-300x258.png 300w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-24x21.png 24w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-36x31.png 36w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-48x41.png 48w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316-400x343.png 400w, https:\/\/www.aria-net.it\/wp-content\/uploads\/2025\/06\/Immagine-2025-06-11-174316.png 678w\" sizes=\"auto, (max-width: 387px) 100vw, 387px\" \/><\/p>\n<p>The model is currently under development and some final verification against experimental data are currently in progress considering data collected through wind tunnel experiments.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Atmospheric resuspension is the process of removing solid particles from the soil or in general from surfaces that determines their subsequent emission&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[143],"tags":[],"class_list":["post-12443","post","type-post","status-publish","format-standard","hentry","category-news-en"],"_links":{"self":[{"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/posts\/12443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/comments?post=12443"}],"version-history":[{"count":2,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/posts\/12443\/revisions"}],"predecessor-version":[{"id":12458,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/posts\/12443\/revisions\/12458"}],"wp:attachment":[{"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/media?parent=12443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/categories?post=12443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aria-net.it\/en\/wp-json\/wp\/v2\/tags?post=12443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}