Anna Cecília Trolesi Reis Borges Costa , Denis Lúcio Cardoso , Luciana Faria de Oliveira , Izabela Regina Cardoso de Oliveira , Suman Bhowmick , Marcos Amaku , José Henrique Hildebrand Grisi Filho , Andrey Pereira Lage , Elaine Maria Seles Dorneles
{"title":"2013年至2023年巴西米纳斯吉拉斯州各城市间牛只流动网络分析。","authors":"Anna Cecília Trolesi Reis Borges Costa , Denis Lúcio Cardoso , Luciana Faria de Oliveira , Izabela Regina Cardoso de Oliveira , Suman Bhowmick , Marcos Amaku , José Henrique Hildebrand Grisi Filho , Andrey Pereira Lage , Elaine Maria Seles Dorneles","doi":"10.1016/j.prevetmed.2025.106420","DOIUrl":null,"url":null,"abstract":"<div><div>The aim of this study was to characterize the movement among municipalities in Minas Gerais state, Brazil, and to perform a network analysis based on these movements. Data on cattle movement in Minas Gerais, Brazil, from January 2013 to August 2023 were acquired from Guia de Trânsito Animal (GTA) (Animal Transit Guide), mandatory in Brazil for all livestock movements, provided by Instituto Mineiro de Agropecuária (IMA) (State Animal Health Authority). Descriptive analysis was performed, the five most common municipalities that were the origin and destination of movements were described, and the reason for transportation was assessed. Municipalities were considered nodes and movements were the edges in the network analysis, which was also considered a direct graph. Most of the municipalities of origin and destination of movements were in Triângulo Mineiro/Alto Paranaíba region. The transportation directed to farms [5769,910/13,022,761 (44.31 %)] was the most observed considering the reason of transportation, followed by slaughterhouses [5196,787/13,022,761 (39.99 %)], livestock event [2040,698/13,022,761 (15.67 %)] and to others [15,366/13,022,761 (0.11 %)]. The analysis of cattle movements (according to the accessed GTA) among the years showed an average of 1042,153.27 (SD: 2889,595.96) movements. Additionally, the network analysis results described static and high-connected networks, with great values of municipalities in the strong component (850.27; SD: 1.19) and the presence of three large communities covering most of the state in all years (2013–2023). In general, our results demonstrated a highly connected network intrastate throughout the analyzed years, with movements particularly concentrated in the Triângulo Mineiro/Alto Paranaíba region.</div></div>","PeriodicalId":20413,"journal":{"name":"Preventive veterinary medicine","volume":"236 ","pages":"Article 106420"},"PeriodicalIF":2.2000,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Network analysis of cattle movement among municipalities in Minas Gerais State, Brazil, from 2013 to 2023\",\"authors\":\"Anna Cecília Trolesi Reis Borges Costa , Denis Lúcio Cardoso , Luciana Faria de Oliveira , Izabela Regina Cardoso de Oliveira , Suman Bhowmick , Marcos Amaku , José Henrique Hildebrand Grisi Filho , Andrey Pereira Lage , Elaine Maria Seles Dorneles\",\"doi\":\"10.1016/j.prevetmed.2025.106420\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The aim of this study was to characterize the movement among municipalities in Minas Gerais state, Brazil, and to perform a network analysis based on these movements. Data on cattle movement in Minas Gerais, Brazil, from January 2013 to August 2023 were acquired from Guia de Trânsito Animal (GTA) (Animal Transit Guide), mandatory in Brazil for all livestock movements, provided by Instituto Mineiro de Agropecuária (IMA) (State Animal Health Authority). Descriptive analysis was performed, the five most common municipalities that were the origin and destination of movements were described, and the reason for transportation was assessed. Municipalities were considered nodes and movements were the edges in the network analysis, which was also considered a direct graph. Most of the municipalities of origin and destination of movements were in Triângulo Mineiro/Alto Paranaíba region. The transportation directed to farms [5769,910/13,022,761 (44.31 %)] was the most observed considering the reason of transportation, followed by slaughterhouses [5196,787/13,022,761 (39.99 %)], livestock event [2040,698/13,022,761 (15.67 %)] and to others [15,366/13,022,761 (0.11 %)]. The analysis of cattle movements (according to the accessed GTA) among the years showed an average of 1042,153.27 (SD: 2889,595.96) movements. Additionally, the network analysis results described static and high-connected networks, with great values of municipalities in the strong component (850.27; SD: 1.19) and the presence of three large communities covering most of the state in all years (2013–2023). In general, our results demonstrated a highly connected network intrastate throughout the analyzed years, with movements particularly concentrated in the Triângulo Mineiro/Alto Paranaíba region.</div></div>\",\"PeriodicalId\":20413,\"journal\":{\"name\":\"Preventive veterinary medicine\",\"volume\":\"236 \",\"pages\":\"Article 106420\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-01-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Preventive veterinary medicine\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167587725000054\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"VETERINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Preventive veterinary medicine","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167587725000054","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"VETERINARY SCIENCES","Score":null,"Total":0}
Network analysis of cattle movement among municipalities in Minas Gerais State, Brazil, from 2013 to 2023
The aim of this study was to characterize the movement among municipalities in Minas Gerais state, Brazil, and to perform a network analysis based on these movements. Data on cattle movement in Minas Gerais, Brazil, from January 2013 to August 2023 were acquired from Guia de Trânsito Animal (GTA) (Animal Transit Guide), mandatory in Brazil for all livestock movements, provided by Instituto Mineiro de Agropecuária (IMA) (State Animal Health Authority). Descriptive analysis was performed, the five most common municipalities that were the origin and destination of movements were described, and the reason for transportation was assessed. Municipalities were considered nodes and movements were the edges in the network analysis, which was also considered a direct graph. Most of the municipalities of origin and destination of movements were in Triângulo Mineiro/Alto Paranaíba region. The transportation directed to farms [5769,910/13,022,761 (44.31 %)] was the most observed considering the reason of transportation, followed by slaughterhouses [5196,787/13,022,761 (39.99 %)], livestock event [2040,698/13,022,761 (15.67 %)] and to others [15,366/13,022,761 (0.11 %)]. The analysis of cattle movements (according to the accessed GTA) among the years showed an average of 1042,153.27 (SD: 2889,595.96) movements. Additionally, the network analysis results described static and high-connected networks, with great values of municipalities in the strong component (850.27; SD: 1.19) and the presence of three large communities covering most of the state in all years (2013–2023). In general, our results demonstrated a highly connected network intrastate throughout the analyzed years, with movements particularly concentrated in the Triângulo Mineiro/Alto Paranaíba region.
期刊介绍:
Preventive Veterinary Medicine is one of the leading international resources for scientific reports on animal health programs and preventive veterinary medicine. The journal follows the guidelines for standardizing and strengthening the reporting of biomedical research which are available from the CONSORT, MOOSE, PRISMA, REFLECT, STARD, and STROBE statements. The journal focuses on:
Epidemiology of health events relevant to domestic and wild animals;
Economic impacts of epidemic and endemic animal and zoonotic diseases;
Latest methods and approaches in veterinary epidemiology;
Disease and infection control or eradication measures;
The "One Health" concept and the relationships between veterinary medicine, human health, animal-production systems, and the environment;
Development of new techniques in surveillance systems and diagnosis;
Evaluation and control of diseases in animal populations.