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Geographic Transitions of Domestic Cats in Urban Areas through Animal Adoption Centers and the Implications for Population Dynamics. 城市地区家猫通过动物收养中心的地理变迁及其种群动态的影响。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-12-20 DOI: 10.1080/10888705.2024.2438645
D T Tyler Flockhart, Sophie M Moore, Samuel T Decker, R Julia Kilgour

Animal shelters address animal welfare in communities through the intake and outcome of companion animals, but these efforts affect population dynamics of companion animals based on the distance animals are moved and the factors that underlie intake and outcome. Using data from an animal shelter in Washington, DC we analyzed cat intakes and outcomes based on geographic and socioeconomic factors. Most intakes were stray cats (59%) and cats relinquished by owners (38%) and most outcomes were adoptions (84%). The highest number of intakes were in high development, low-income neighborhoods, whereas the lowest number of intakes were in low development, high-income neighborhoods. The highest number of outcomes were to high-income neighborhoods and there was a trend toward more outcomes in neighborhoods further from the shelter. Cats returned to the shelter were more likely to originate from areas near the shelter whereas cats that were relinquished originated from areas further from the shelter. Stray intakes were less common, and returns to shelter were more common, in high-income, high development areas. Seized cats originated from low-income neighborhoods. Relative to adoptions, the proportion of returned to owner outcomes was higher in low-income neighborhoods that were closer to the shelter as well as high-income neighborhoods that were distant from the shelter. Our results highlight the factors underlying cat intakes and outcomes in shelters that ultimately determine where, when, and how animals are moved across one urban area; these factors must be considered when developing cat population management plans to reach animal welfare and societal goals.

动物收容所通过伴侣动物的摄入和结果来解决社区动物福利问题,但这些努力影响了伴侣动物的种群动态,这取决于动物被移动的距离以及摄入和结果的因素。利用华盛顿特区动物收容所的数据,我们基于地理和社会经济因素分析了猫的摄入量和结果。大多数被收养的是流浪猫(59%)和被主人遗弃的猫(38%),大多数被收养的猫(84%)。高发展、低收入社区的居民人数最多,而低发展、高收入社区的居民人数最少。结果最高的是高收入社区离避难所更远的社区也有更多结果的趋势。返回收容所的猫更有可能来自收容所附近的地区,而被遗弃的猫则来自远离收容所的地区。在高收入、高发展地区,流浪儿童较少被收容,而返回住所的情况更为常见。被抓的猫来自低收入社区。相对于收养而言,在离收容所较近的低收入社区和离收容所较远的高收入社区,归还给主人的比例更高。我们的研究结果强调了猫在收容所的摄入量和结果的潜在因素,这些因素最终决定了动物在一个城市地区的地点、时间和方式;在制定猫种群管理计划以实现动物福利和社会目标时,必须考虑这些因素。
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引用次数: 0
Environmental Enrichment Increases Foraging Duration in Chilean Flamingos Under Human Care. 环境富集增加了人类照顾下智利火烈鸟的觅食时间。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-06-26 DOI: 10.1080/10888705.2025.2524415
Juan Contardo, Antonieta Labra, Guillermo Cubillos

Animal welfare is a priority for modern zoos, with environmental enrichment playing a key role in promoting natural behaviors. We studied a captive flock of Chilean flamingos (Phoenicopterus chilensis) at the Chilean National Zoo, which was normally fed in a concrete pool. We evaluated the effects of introducing mud-based enrichment to stimulate natural foraging behavior. We also analyzed the flock's social dynamics, including dominance hierarchies and interaction networks, to assess their influence on resource access. Social network analysis revealed a highly cohesive group with strong clustering, high transitivity, and a semi-linear dominance structure, indicating stable and frequent agonistic interactions. However, neither dominance rank nor sex significantly influenced foraging behavior. The enrichment intervention led to a 12% increase in overall foraging time, a 23% reduction in pool foraging, and a shift toward using the mud puddles. These changes aligned with the species' natural foraging strategies. Our findings demonstrate that enrichment can promote species-natural behaviors and highlight its importance in improving the welfare of captive flamingos in zoological settings.

动物福利是现代动物园的首要任务,环境丰富在促进自然行为方面发挥着关键作用。我们在智利国家动物园研究了一群圈养的智利火烈鸟(chilphoenicopterus chilensis),这些火烈鸟通常被喂食在一个混凝土水池里。我们评估了引入泥基富集来刺激自然觅食行为的效果。我们还分析了鸟群的社会动态,包括支配等级和互动网络,以评估它们对资源获取的影响。社会网络分析表明,该群体具有强聚类性、高传递性和半线性优势结构,具有稳定和频繁的竞争相互作用。然而,优势等级和性别对觅食行为都没有显著影响。富集干预导致总觅食时间增加12%,池觅食时间减少23%,并转向使用泥坑。这些变化与该物种的自然觅食策略一致。我们的研究结果表明,富集可以促进物种的自然行为,并强调其在提高圈养火烈鸟的福利方面的重要性。
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引用次数: 0
Horses' Cardiovascular and Glucocorticoid Responses to Equine-Assisted Therapy with Women with Intellectual Disability: An Exploratory Study. 马匹心血管和糖皮质激素对智障妇女马术辅助治疗的反应:一项探索性研究
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-08-29 DOI: 10.1080/10888705.2024.2396968
L Kreuzer, Anna Naber, R Zink, E Millesi, R Palme, K Hediger, L M Glenk

Research on equine-assisted therapy (EAT) has primarily been centered on human health. Relatively few studies have addressed the impact of EAT on horses. This study sought to monitor four experienced therapy horses' cardiovascular and glucocorticoid activity over the course of standardized EAT sessions designed to support women with intellectual disability. In the control condition, horses completed the EAT protocol solely with the therapist, thereby resembling a training session. Descriptive data analysis revealed higher levels of heart rate during an experimental EAT session and increased salivary cortisol when horses were navigated by the client through an obstacle course during the "challenge" phase of the protocol, pointing at a greater physical demand due to the recipient on horseback. Given the parasympathetic activity and overall heart rate variability across experimental EAT sessions and the cortisol recovery after the sessions, the findings do not give rise to any acute animal welfare concerns. For a more holistic interpretation of the present research results, further investigation into the horse perception of EAT, based on a bigger sample size and additional markers of welfare, is needed.

有关马匹辅助治疗(EAT)的研究主要集中在人类健康方面。有关马匹辅助疗法对马匹影响的研究相对较少。本研究旨在监测四匹经验丰富的治疗马在标准化 EAT 治疗过程中的心血管和糖皮质激素活动,这些治疗马的目的是为智障妇女提供支持。在对照组条件下,马匹只与治疗师一起完成 EAT 方案,因此类似于训练课程。描述性数据分析显示,在实验性 EAT 课程中,心率水平较高,而在方案的 "挑战 "阶段,由客户牵引马匹通过障碍赛时,唾液皮质醇水平升高,这表明马背上的受试者需要更多的体力。鉴于副交感神经活动和整体心率变异性贯穿于整个实验性进食过程,而且皮质醇在实验结束后得到了恢复,因此研究结果不会引起任何严重的动物福利问题。为了对本研究结果进行更全面的解释,还需要在更大样本量和更多福利指标的基础上对马匹对EAT的感知进行进一步调查。
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引用次数: 0
Effects of different husbandry systems and attitudes of cattle farmers on the behavior and welfare of cattle in Germany. 在德国,不同的饲养系统和养牛人的态度对牛的行为和福利的影响。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-10-07 DOI: 10.1080/10888705.2024.2409144
Julia Gebert, Franziska Kuhne

This study examines the relationship between the attitude of cattle farmers toward their animals and the occurrence of behavioral and health problems in cattle. Various factors, including animal behavior, husbandry conditions and the frequency of diseases, are taken into account. The results of an online survey of 1,242 German cattle farmers indicated that a range of factors, including the husbandry system, the number of cattle, grazing practices and the human-animal relationship, can influence the occurrence of abnormal behavior in cattle, such as tongue play, mutual sucking, horse-like sitting and standing up as well as diseases, especially musculoskeletal disorders. Additionally, the study identified two distinct types of basic attitudes among livestock farmers toward cattle: emotional and utilitarian attitudes. A robust foundation between the attitude of the livestock owner and the husbandry conditions can therefore facilitate the welfare of cattle in terms of freedom from pain, disease and psychological suffering, as well as the expression of normal behavior. This, in turn, can reduce the occurrence of abnormal behavior.

本研究探讨了养牛场主对牲畜的态度与牛的行为和健康问题之间的关系。研究考虑了各种因素,包括动物行为、饲养条件和疾病发生频率。一项对 1242 名德国养牛场主进行的在线调查结果表明,包括饲养制度、牛的数量、放牧方式和人与动物的关系在内的一系列因素,都会影响牛的异常行为(如玩弄舌头、相互吸吮、像马一样坐立)以及疾病(尤其是肌肉骨骼疾病)的发生。此外,研究还发现了畜牧业主对牛的两种不同类型的基本态度:情感态度和功利态度。因此,畜牧业主的态度与饲养条件之间的牢固基础可以促进牛的福利,使其免受痛苦、疾病和心理折磨,并表现出正常的行为。这反过来又可以减少异常行为的发生。
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引用次数: 0
Influence of Fix Schedule on the Location Accuracy of a Low-Cost GPS Data Logger on Cattle. 固定时间表对低成本牛用 GPS 数据记录器定位精度的影响
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-08-26 DOI: 10.1080/10888705.2024.2395866
Noriaki Nakajima, Katsuki Hanamura

Global positioning system (GPS) data loggers are commonly used to track the movements and distribution of both wild and domestic animals. However, the expense often poses a challenge for researchers. Recently, there has been a rise in the utilization of affordable and user-friendly GPS data loggers for tracking animal movements, albeit with compromised accuracy. We aimed to identify factors influencing the accuracy of a low-cost GPS data logger (I-gotU GT-600) and to enhance its location accuracy. Initial investigations revealed that recording intervals impacted the location error of the GPS data logger. To elucidate the relationship between recording intervals and location accuracy, we conducted stationary and motion tests. Our findings indicated that recording intervals of less than 15 sec substantially enhances the location accuracy of the low-cost GPS data logger. Our results highlight the relationship between the fix schedule and location accuracy for these GPS data loggers. Our study provides information that enhances the quality of data for researchers using low-cost GPS data loggers for short-term studies in various settings, such as zoos and livestock facilities.

全球定位系统(GPS)数据记录器通常用于追踪野生和家养动物的活动和分布情况。然而,费用往往给研究人员带来挑战。最近,越来越多的人开始使用价格低廉、使用方便的 GPS 数据记录仪来追踪动物的活动,但其准确性却大打折扣。我们的目标是找出影响低成本 GPS 数据记录仪(I-gotU GT-600)准确性的因素,并提高其定位准确性。初步调查显示,记录时间间隔会影响 GPS 数据记录器的定位误差。为了阐明记录时间间隔与定位精度之间的关系,我们进行了静态和动态测试。我们的研究结果表明,记录时间间隔少于 15 秒可大大提高低成本 GPS 数据记录仪的定位精度。我们的结果突显了这些 GPS 数据记录器的固定时间表与定位精度之间的关系。我们的研究为在动物园和畜牧设施等各种环境中使用低成本 GPS 数据记录器进行短期研究的研究人员提供了提高数据质量的信息。
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引用次数: 0
An investigation into how ownership factors influence the lifestyle and health management of rabbits. 调查所有权因素如何影响兔子的生活方式和健康管理。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-08-28 DOI: 10.1080/10888705.2024.2396994
Marijana Vučinić, Katarina Nenadović, Ana Pešić, Miloš Vučićević

Gaps in skills, knowledge, and experience can hinder pet owners' ability to provide proper care and good animal welfare. This study aimed to examine how past and current experiences, reasons for acquiring rabbits, and methods of knowledge acquisition impact the lifestyle and health of pet rabbits in households. Among 306 rabbit owners surveyed, 25% had previous experience with rabbits, and 54% had owned rabbits for over 3 years. While 61% sought veterinary care upon acquiring rabbits, only 47% scheduled regular check-ups, and 38% consulted a veterinarian when health changes were noticed. Sixty-nine percent of rabbits were primarily fed hay, and just 23% were provided companionship with other rabbits. Reasons for acquiring rabbits included gifts (17%) and seeking companionship (43%). Only 18% of respondents obtained information about rabbit care from veterinarians. These factors significantly influenced owners' assessments of rabbit lifestyle (p < 0.001), with current experience impacting health management (p < 0.01). The study shows that rabbit wellbeing is closely tied to owner education, especially regarding health monitoring and veterinary care.

宠物主人在技能、知识和经验方面的差距会妨碍他们提供适当护理和良好动物福利的能力。本研究旨在探讨过去和现在的经验、购买兔子的原因以及获取知识的方法如何影响家庭中宠物兔的生活方式和健康。在接受调查的 306 名兔子主人中,25% 以前有过饲养兔子的经验,54% 已饲养兔子 3 年以上。虽然 61% 的人在购买兔子后会寻求兽医治疗,但只有 47% 的人安排了定期检查,38% 的人在发现健康变化时会咨询兽医。69%的兔子主要以干草为食,只有23%的兔子与其他兔子为伴。购买兔子的原因包括礼物(17%)和寻找伴侣(43%)。只有 18% 的受访者从兽医那里获得有关兔子护理的信息。这些因素极大地影响了兔主人对兔子生活方式的评估(p < 0.001),当前的经验影响了健康管理(p < 0.01)。研究表明,兔子的健康状况与兔主的教育息息相关,尤其是在健康监测和兽医护理方面。
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引用次数: 0
Effect of Thermo-Insulated Kid Barrel on Behavioral, Physiological Responses, and Morphometric Growth Performance of Winter-Born Black Bengal Goat Kids during Pre- and Post-Weaning Periods. 保温育儿桶对冬季出生的孟加拉黑山羊幼崽断奶前后行为、生理反应和形态生长性能的影响
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-11-26 DOI: 10.1080/10888705.2024.2433742
Ajoy Das, Dilip Kumar Mandal, Asish Debbarma, Muthupalani Karunakaran, Tapas Kumar Dutta, Ashok Santra, Bed Singh

This study assessed the effect of a thermo-insulated kid barrel (KB) on the behavioral, physiological, and morphometric growth performance of winter-born Black Bengal goat kids. Two groups were studied: one group was housed in a goat shed without a thermo-insulated kid barrel (control group), while the other group was housed in a shed with a thermo-insulated kid barrel (kid barrel group). Each group consisted of six kids along with their mothers. Due to the lack of independent replication, the results are presented descriptively. During the winter, microclimatic conditions inside the KB were consistently warmer than those in the goat shed. Kids in the kid barrel group spent 60% of their time inside the KB during the pre-weaning period. Morphometric traits of the kids were better in the kid barrel group compared to the control group during both pre- and post-weaning periods. Additionally, post-weaning feed intake was higher in the kid barrel group. In conclusion, providing a thermo-insulated kid barrel as an ancillary housing structure during winter improved the overall performance of goat kids..

本研究评估了隔热羊仔桶(KB)对冬季出生的黑孟加拉山羊羊仔的行为、生理和形态生长表现的影响。研究分为两组:一组饲养在没有保温绵羊桶的羊舍中(对照组),另一组饲养在有保温绵羊桶的羊舍中(绵羊桶组)。每组由六只小山羊和它们的母亲组成。由于缺乏独立的重复性,结果以描述性方式呈现。在冬季,KB 内的微气候条件一直比山羊舍内温暖。在断奶前的一段时间里,桶仔组的孩子有 60% 的时间是在羊舍内度过的。在断奶前和断奶后,桶仔组的仔羊形态特征均优于对照组。此外,仔桶组断奶后的采食量更高。总之,在冬季提供隔热子桶作为辅助饲养结构可提高山羊幼崽的整体表现。
{"title":"Effect of Thermo-Insulated Kid Barrel on Behavioral, Physiological Responses, and Morphometric Growth Performance of Winter-Born Black Bengal Goat Kids during Pre- and Post-Weaning Periods.","authors":"Ajoy Das, Dilip Kumar Mandal, Asish Debbarma, Muthupalani Karunakaran, Tapas Kumar Dutta, Ashok Santra, Bed Singh","doi":"10.1080/10888705.2024.2433742","DOIUrl":"10.1080/10888705.2024.2433742","url":null,"abstract":"<p><p>This study assessed the effect of a thermo-insulated kid barrel (KB) on the behavioral, physiological, and morphometric growth performance of winter-born Black Bengal goat kids. Two groups were studied: one group was housed in a goat shed without a thermo-insulated kid barrel (control group), while the other group was housed in a shed with a thermo-insulated kid barrel (kid barrel group). Each group consisted of six kids along with their mothers. Due to the lack of independent replication, the results are presented descriptively. During the winter, microclimatic conditions inside the KB were consistently warmer than those in the goat shed. Kids in the kid barrel group spent 60% of their time inside the KB during the pre-weaning period. Morphometric traits of the kids were better in the kid barrel group compared to the control group during both pre- and post-weaning periods. Additionally, post-weaning feed intake was higher in the kid barrel group. In conclusion, providing a thermo-insulated kid barrel as an ancillary housing structure during winter improved the overall performance of goat kids..</p>","PeriodicalId":56277,"journal":{"name":"Journal of Applied Animal Welfare Science","volume":" ","pages":"46-65"},"PeriodicalIF":1.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142735044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pecking up Optimism: Learning Opportunities Improve Mood for Sanctuary-Living Cornish Cross Chickens. 啄出乐观:学习机会改善了在庇护所生活的康沃尔十字鸡的情绪。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2024-09-11 DOI: 10.1080/10888705.2024.2402801
Sasha Prasad-Shreckengast, Jenna Holakovsky, Lauri Torgerson-White

Understanding what influences mood (optimism/pessimism) is crucial in determining whether environments are conducive to positive welfare. This study explores the impact of learning opportunities on mood in Cornish Cross chickens (also known as "broiler chickens"), of which over nine billion individuals are raised annually for meat in the United States. We predicted that access to learning opportunities promotes optimism in these chickens. We conducted yoked-control design experimental trials and two judgment bias tests (baseline and post-experimental) with eight adult sanctuary-living hens. There were significant post-experimental between-group differences in mood, with those who had access to learning opportunities experiencing greater optimism than those who did not. These results suggest that learning and the ability to control access to rewards may contribute positively to the welfare of Cornish Cross chickens.

了解影响情绪(乐观/悲观)的因素对于确定环境是否有利于积极的福利至关重要。本研究探讨了学习机会对康沃尔十字鸡(又称 "肉鸡")情绪的影响,美国每年饲养的肉鸡超过 90 亿只。我们预测,获得学习机会会促进这些鸡的乐观情绪。我们对八只生活在避难所的成年母鸡进行了配对对照设计实验和两次判断偏差测试(基线和实验后)。实验后各组之间的情绪差异明显,有机会学习的鸡比没有机会学习的鸡更乐观。这些结果表明,学习和控制获得奖励的能力可能对康沃尔十字鸡的福利有积极的促进作用。
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引用次数: 0
Types of Environmental Enrichments Offered for Cats and their Association with Housing Features and Cat Personality. 为猫提供的环境丰富类型及其与住房特征和猫个性的关系。
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-01-10 DOI: 10.1080/10888705.2024.2448339
Luana da Silva Gonçalves, Daiana de Souza Machado, Isadora de Castro Travnik, Aline Cristina Sant' Anna

Environmental enrichment designed in accordance with the cats' individuality and household characteristics is one of the most effective and widely used tools to enhance feline welfare. This study aimed to evaluate the types of environmental enrichments provided by cat guardians and their associations with housing features and cat personality. An online questionnaire was developed including questions about types of enrichment provided, housing features (indoor vs. outdoor, house vs. apartment), and a scale with 18 personality traits. A total of 3,083 responses were collected. Most of the guardians declared to provide environmental enrichment items for their cats. The items most offered were play interaction (77.4%), access to a balcony and/or window with a protective net (72.7%), places to hide (54.5%), and toys (46.0%). The items with lower frequencies were water fountains (34.5%), self-groomers (11.3%), outdoor walks on a leash (6.5%), and food puzzles (3.5%). The choice of enrichment items was more related to housing features than to the cat's personality. Enrichment provision was more associated with indoor housing and cats living in apartments than with cats living outdoors and in houses.

根据猫的个性和家庭特点设计环境丰富是提高猫福利最有效和最广泛使用的工具之一。本研究旨在评估猫监护人提供的环境丰富类型及其与住房特征和猫个性的关系。开发了一份在线问卷,包括所提供的丰富类型,住房特征(室内与室外,住宅与公寓)以及包含18种人格特征的量表。调查共收集了3083份回复。大多数监护人表示会为他们的猫提供环境富集物品。提供最多的项目是游戏互动(77.4%),有防护网的阳台和/或窗户(72.7%),隐藏的地方(54.5%)和玩具(46.0%)。频率较低的项目是饮水机(34.5%),自我美容(11.3%),户外遛狗(6.5%)和食物拼图(3.5%)。强化物品的选择更多地与房屋特征有关,而不是与猫的个性有关。与生活在室外和房子里的猫相比,浓缩供应与室内住房和生活在公寓里的猫的关系更大。
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引用次数: 0
Enhancing Captive Welfare Management with Deep Learning: Video-Based Detection of Gibbon Behaviors Using YOWOvG. 利用深度学习加强圈养福利管理:基于视频的长臂猿行为检测
IF 1.1 3区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2026-01-01 Epub Date: 2025-08-04 DOI: 10.1080/10888705.2025.2542844
Jinwen Luo, Yating Du, Yujie Wang, Chengmei Jiang, Caihua Yao, Xinyi Zhang, Leduan Wang, Deshan Cun, Qingyong Ni

Accurate monitoring of animal behavior is critical for assessing welfare and informing conservation strategies for vulnerable species like the eastern hoolock gibbon (Hoolock leuconedys). To overcome limitations of manual observation and single-frame analysis in captive settings, this study developed the first human-annotated spatiotemporal behavior dataset for this species and proposed YOWOvG, an improved deep learning model integrating the SE attention mechanism and GELAN for enhanced feature extraction. Trained on 69,919 labeled frames across four behaviors (Resting, Socializing, Climbing, Walking), YOWOvG achieved an 85.20% Frame-mAP in video-based recognition. This is a 6.3% improvement over the baseline result while maintaining computational efficiency. The model effectively captured temporal dynamics and spatial contexts, significantly improving recognition of climbing and walking despite data imbalances. The results demonstrate the potential of automated, noninvasive video monitoring to enhance welfare assessment in rescue centers by detecting subtle behavioral changes. Future work will expand behavioral categories, address stereotypic behaviors, and integrate audio cues for holistic monitoring. This approach provides a scalable framework for behavior-informed management of captive wildlife.

对动物行为的准确监测对于评估福利和为东部白头长臂猿等脆弱物种的保护策略提供信息至关重要。为了克服人工观察和单帧分析的局限性,本研究开发了第一个人工注释的该物种时空行为数据集,并提出了一种改进的深度学习模型YOWOvG,该模型集成了SE注意机制和GELAN,用于增强特征提取。YOWOvG对四种行为(休息、社交、攀爬、行走)的69,919个标记帧进行了训练,在基于视频的识别中实现了85.20%的帧图识别。这比基线结果提高了6.3%,同时保持了计算效率。该模型有效地捕获了时间动态和空间背景,在数据不平衡的情况下显著提高了对攀登和行走的识别。研究结果表明,通过检测细微的行为变化,自动、无创视频监控可以增强救援中心的福利评估。未来的工作将扩大行为类别,解决刻板行为,并整合音频线索进行整体监测。这种方法为圈养野生动物的行为知情管理提供了一个可扩展的框架。
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引用次数: 0
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Journal of Applied Animal Welfare Science
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