{"id":114345,"date":"2025-06-05T07:15:00","date_gmt":"2025-06-05T10:15:00","guid":{"rendered":"https:\/\/www.ufrgs.br\/jornal\/?p=114345"},"modified":"2025-06-03T14:40:42","modified_gmt":"2025-06-03T17:40:42","slug":"study-proposes-innovative-tools-for-analysis-in-biomathematics","status":"publish","type":"post","link":"https:\/\/www.ufrgs.br\/jornal\/study-proposes-innovative-tools-for-analysis-in-biomathematics\/","title":{"rendered":"Study proposes innovative tools for analysis in Biomathematics"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\"><strong>Interdisciplinarity | Research from UFRGS Physics Graduate Program introduces new perspective to understand the Ecosystem of Argentine Patagonia<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:10px\"><em><em>*By: Carolina Paz Comerlatto<\/em><br>*First published: <em>February 8th 2024<\/em><br><em>*Photo: Vera e Jean-Christophe\/ Flickr&nbsp;\u2013 Sheep are considered allies of livestock farming, one of Patagonia\u2019s main economic activities. They are often hunted by cougars, native to the region<\/em><\/em><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">As result of a long sequence of historical and ecological events, Argentine Patagonia presents an emblematic ecosystem: a predator (puma) and two prey (guanaco and sheep). For local farmers, guanacos and pumas are seen as a threat to their economic interests \u2013 the sheep, on the other hand, are the greatest allies of livestock farming, one of the region\u2019s main economic activities. Therefore, guanacos and pumas are constantly hunted, what negatively impacts the conservation of native fauna.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cThere\u2019s conflict of interests in the region,\u201d explains Jhordan Silverda de Borba, who holds a master\u2019s degree from UFRGS Physics Graduate Program. Supervised by Sebasti\u00e1n Gon\u00e7alves, the researcher developed his study in the field of Biomathematics. \u201cI\u2019ve always been interested in working on more interdisciplinary topics, something that goes beyond traditional physics,\u201d he admits.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>An innovative perspective<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">In the last decades, there has been a significant growth in models based on equations in ecology \u2013 in the formulation of equations designed to simulate the dynamics between species. However, the complex nature of current models hampers the gathering of relevant information about these systems, which motivated Jhordan to create a simplified model. \u201cWith simpler modeling, it\u2019s possible to develop more tools to support decision-making in public policies about how to manage the field and the ecosystems,\u201d he points out. According to him, the employed methods preserved the primary outcomes of sophisticated systems, which demonstrates that the proposed tools are sufficient to analyze other models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To further address the problem, the <a href=\"https:\/\/lume.ufrgs.br\/handle\/10183\/264295\"><u>study<\/u><\/a> proposes the use of two techniques: a non-traditional form of using artificial intelligence and the generalization of ternary (triangular) graphs. Through machine learning, it was possible to obtain a quantitative measure of every one of the modeling parameters, such as reproduction and extinction rates for each species. In addition, the generalization of the graph facilitated observing how the system reacts to variations in its parameters. By combing these tools, the study provides practical and in-depth understanding of this ecosystem\u2019s dynamics, opening possibilities for its application in other ecological systems.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Employed tools<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">For the graph construction, Jhordan chose to analyze five parameters. Despite presenting a smaller number compared to other studies in the field, it allowed a more wide-ranging analysis of each parameter, which was uncommon in previous research models. From there, it was possible to visualize, in a quick and convenient way, how the system responds to different variations in all five parameters through a single graphic representation \u2013 predator extinction rate, sheep birth rate, and guanaco birth rate are some examples of parameters. Depending on the colors indicated at the end of the simulation, one could know, for example, how many animals survived and whether any went extinct.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, by using <em>perceptron<\/em>, one of the first artificial intelligence models, Jhordan leveraged from its simplicity to identify the influence of all five parameters on the survival or extinction of each species. \u201cFor its simplicity, it\u2019s possible to understand every step it takes, unlike more complex models [like ChatGPT] in which we don\u2019t know exactly how it works,\u201d he explains.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, an agent-based modeling (computation system inspired by cellular automata) was also employed \u2013 in which interaction rules were obtained through probabilistic interpretation of the equation-based model \u2013 used earlier in the study. This system allows higher amount of information to be input and analyzed. The quantitative correspondence of results from both models reinforces the interpretation of the initial proposed model and also validates the agent-based model, opening new paths to further works, due to the broad range of possibilities this type of modeling offers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The results of Jhordan\u2019s research represent a major advance in the field of Biomathematics. For him, innovative ways of employing the proposed tools can be crucial for decision-making in ecosystem analysis. As a result, he hopes his study can contribute for further development in the field.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>New projects<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">After completing his master\u2019s training, Jhordan shifted his focus to research in Sociophysics. Now, pursing a Ph.D. at UFRGS, he continues employing the tools he has developed in Biomathematics, but in a different field. Currently, his research topic is centered on economics, specifically on the formation of economic inequalities in capitalist societies. The researcher also plans to write an article based on the topic studied in his master\u2019s thesis.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<p class=\"has-accent-background-color has-background wp-block-paragraph\">Translated into English by <strong>Kethlyn Santos Machado<\/strong>, undergraduate student enrolled in the course &#8220;Supervised Translation Training II (English)&#8221; of the Undergraduate Program in Language and Literature, under the supervision and translation revision of Professor Elizamari R. Becker (P.h.D.) &#8211; IL\/UFRGS.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n","protected":false},"excerpt":{"rendered":"<p>Research from UFRGS Physics Graduate Program introduces new perspective to understand the Ecosystem of Argentine Patagonia<span class=\"more-link\"><a href=\"https:\/\/www.ufrgs.br\/jornal\/study-proposes-innovative-tools-for-analysis-in-biomathematics\/\">Leia mais<\/a><\/span><\/p>\n","protected":false},"author":219,"featured_media":77540,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"page_builder":"","footnotes":"","_ppma_block_editor_authors":""},"categories":[4495],"tags":[],"ppma_author":[5396],"class_list":["entry","author-carolinacomerlatto","has-excerpt","post-114345","post","type-post","status-publish","format-standard","has-post-thumbnail","category-in-english"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Study proposes innovative tools for analysis in Biomathematics - Jornal da Universidade<\/title>\n<meta name=\"description\" content=\"Interdisciplinarity | Research from UFRGS Physics Graduate Program introduces new perspective to 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