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Artificial Intelligence in Agriculture 2023年第3期9卷 36-45页

作者： Yangyang Guo Samuel E.Aggrey Xiao Yang Adelumola Oladeinde Yongliang Qiao Lilong Chai School of Internet Anhui UniversityHefeiAnhui 230039China Department of poultry Science University of GeorgiaAthensGA 30602USA U.S.National poultry Research Center USDA-ARSAthensGA 30605USA Australian Centre for Field Robotics(ACFR) Faculty of EngineeringThe University of SydneyNSW 2006Australia

For commercial broiler production,about 20,000–30,000 birds are raised in each confined house,which has caused growing public concerns on animal welfare.Currently,daily evaluation of broiler wellbeing and growth is conducted manually,which is labor-intensive and subjectively subject to human error.Therefore,there is a need for an automatic tool to detect and analyze the behaviors of chickens and predict their welfare status.In this study,we developed a YOLOv5-CBAM-broiler model and tested its performance for detecting broilers on litter floor.The proposed model consisted of two parts:(1)basic YOLOv5 model for bird or broiler feature extraction and object detection;and(2)the convolutional block attention module(CBAM)to improve the feature extraction capability of the network and the problem of missed detection of occluded targets and small targets.A complex dataset of broiler chicken images at different ages,multiple pens and scenes(fresh litter versus reused litter)was constructed to evaluate the effectiveness of the new model.In addition,the model was compared to the Faster R-CNN,SSD,YOLOv3,EfficientDet and YOLOv5 models.The results demonstrate that the precision,recall,F1 score and an mAP@0.5 of the proposed method were 97.3%,92.3%,94.7%,and 96.5%,which were superior to the comparison models.In addition,comparing the detection effects in different scenes,the YOLOv5-CBAM model was still better than the comparison method.Overall,the proposed YOLOv5-CBAM-broiler model can achieve real-time accurate and fast target detection and provide technical support for the management and monitoring of birds in commercial broiler houses.

关键词： poultry production Deep learning YOLOv5 Attention mechanism

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GENETIC CHANGES AFFECTING poultry production IN CHINA

GENETIC CHANGES AFFECTING POULTRY PRODUCTION IN CHINA

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面向21世纪的动物科学与动物医学国际研讨会

作者： Changxin WuCollege of Animal Science and Technology China Agricultural University Beijing 100094 China.

＜正＞Genetic changes in poultry production in China are due to theory, method and resources. Theory of quantitative genetics, breeding methods and technology, a diversity of poultry genetic resources made its possible to get genetic improvement during the past 20 years. It is also important to establish a breeding system for poultry production. A great number of poultry-men get benefits from commercial stock with high genetic merits. State breeding farms keep seed stock with pedigree, and select birds according to the breeding program.

关键词： genetic changes poultry production China

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Impact of direct and indirect heating systems in broiler units on environmental conditions and flock performance

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Journal of Integrative Agriculture 2016年第11期15卷 2588-2595页

作者： Shaun Smith Joseph Meade James Gibbons Kevina Mc Gill Declan Bolton Paul Whyte UCD School of Veterinary Medicine University College Dublin Belfield Dublin 4 Ireland Teagasc Ashtown Food Research Centre Ashtown Dublin 15 Ireland

This study compared the impact of three indirect heating systems to direct gas flame heaters on a selection of flock performance and environmental indicators in commercial broiler units. No statistically significant differences（P≥0.05） were found in flock mortality rates, bird weight, water consumption, stress response, carbon dioxide, ammonia, temperature, relative humidity, litter quality, within-flock Campylobacter levels or mean Campylobacter counts when flock data from any of the three indirect heating systems were compared to flocks reared in houses with direct heating systems. Differences in litter quality were observed between upper and lower litter layers in all houses, regardless of heating type, which may have implications for bird health and welfare. Carbon dioxide concentrations in houses with direct heating systems were significantly higher than those in houses with indirect heating systems during the first 10 days of bird life（P≤0.05）. This was due to the increased use of heating systems during this period of the flock cycle. Differences in CO2 concentrations had no effect on flock performance, possibly due to the fact that concentrations did not exceed known safe levels. A statistically significant increase in stress response was observed in birds as a result of partial depopulation（thinning） within houses, irrespective of heating system type used（P≤0.05）. Stress associated with thinning may have consequences for bird welfare and food safety. In conclusion, the results of our study suggest that indirect heating systems do not appear to negatively impact on flock performance, stress response, within-flock Campylobacter levels or mean Campylobacter counts and do not appear to significantly alter environmental conditions within broiler houses when compared to houses equipped with direct heating systems. Indirect systems are a viable alternative for heating broiler houses in terms of flock performance, bird welfare and food safety.

关键词： litter quality welfare stress poultry production campylobacter environmental conditions

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Awareness,Attitude and Behavioural Intention of Medium and Large Scale poultry Producers to poultry Waste Management Practices in Lagos State:A Principal Component Analysis

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NASS Journal of Agricultural Sciences 2022年第1期4卷 64-79页

作者： Ude,Kingsley D. Osuafor,Ogonna O. Ofoha Donaldson C. Department of Agricultural Economics University of NigeriaNsukka Department of Agricultural Economics and Extension Nnamdi Azikiwe UniversityP.M.B.5025AwkaAnambra StateNigeria

The study analyzed awareness,attitude and behavioural intentions of medium and large scale poultry producers to poultry waste management practices in Lagos State with reference to problems of poor on-farm harness of excessive poultry waste,retrogression/unmet global environmental and economic waste management standards,exorbitant waste management charges imposed by LAWMA.Purposive and simple random sampling(using the lottery draw approach)was used in the selection of sixty(60)medium scale poultry farmers and forty(40)large scale poultry farmers,making a grand total of one hundred(100)medium and large scale poultry farmers interviewed in the study.A semi-structured questionnaire was used to collect data from the selected medium and large scale poultry farmers with the aid of a list provided by the poultry Association of Nigeria(PAN),Lagos chapter.Principal Component Analysis(PCA)was used to analyse the data.In the principal component analysis for medium scale poultry farmers,the key component named was that LAWMA should offer special service for isolated dead bird collection(V75);and for large scale poultry farmers,the key component was that the disposal of poultry waste in an environmentally friendly way is LAWMA’s duty(V76).The study recommended that the government makes provisions to offer awareness campaigns in order to improve environmental knowledge and encourage environmental enthusiasm amongst society.

关键词： Awareness Attitude Behavioural intentions poultry production poultry waste management practices Principal component analysis

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Applying multi-criteria analysis to select the most appropriate broiler rearing environment

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Information Processing in Agriculture 2021年第2期8卷 205-218页

作者： Karla A.O.Lima Irenilza A.Nääs Daniella J.Moura Rodrigo G.Garcia Angélica S.Mendes College of Agricultural Engineering The State University of CampinasAve.Cândido Rondon501Barão Geraldo13083-875 CampinasSPBrazil College of Agrarian Sciences The Federal University of Grande DouradosRod Dourados-Itahumkm 1279804-970 DouradosMSBrazil College of Animal Sciences The Technological Federal University of ParanáRod Boa Esperançakm 0485660-000 Dois VizinhosPRBrazil

The present study aimed to assess the most appropriate rearing system for broiler housing in tropical regions using the Analytical Hierarchy Process(AHP).The research was done using data sampling from a field study carried out in eight mechanically-ventilated commercial broiler houses.Four had positive ventilation(open-sided conventional system),and the other four had negative pressure systems,which were named according to the curtains color and light management(blue-house with blue curtains,and dark-house with black side curtains).The data from the field research(rearing dry-bulb temperature and relative humidity;ammonia and carbon dioxide concentrations;energy use;litter type and quality;and broiler performance)were organized,and the multi-criteria analysis AHP was applied.In the process,the decision-maker must define the problem and chose the criteria to evaluate the alternatives to make a suitable decision.The alternative selected needs to be according to the stakeholders’expectations.The alternatives consisted of houses using three ventilation systems(conventional,blue-house,and dark-house).The different chosen criteria were the thermal and aerial environment,broiler productivity,energy consumption,and litter quality.We selected data collected from the field experiment and from current literature to subsidize the selection of the criteria.The computation was done using field data results,knowledge from existing literature,and the expertise of three specialists.For the first time,the AHP technique is applied to select the most suitable broiler housing,considering the complex variables involved in the process.Results indicated the conventional system as the most appropriate alternative.Results of the conventional system showed the highest scores on most criteria in the pairwise comparison.Which considered broiler performance,gasses concentration,and electricity cost,providing natural ventilation open-sided conventional house as the most appropriate rearing system for broiler production in tropical countries.

关键词： AHP Energy use Litter Noxious gasses poultry production Ventilation system

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Optimizing Hydraulic and Chemical Properties of Iron and Aluminum Byproducts for Use in On-Farm Containment Structures for Phosphorus Removal

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Journal of Environmental Protection 2016年第12期7卷 1835-1849页

作者： Sheri L. Herron Andrew N. Sharpley Kristofor R. Brye David M. Miller Ecosustain LLC Dripping Springs TX USA Department of Crop Soil and Environmental Sciences University of Arkansas Fayetteville AR USA

Phosphorus (P) transported in runoff from broiler production areas is a potential source for nutrient enrichment of local surface waters. Capturing nutrients prior to runoff leaving the production area could reduce the risk of transport. Commercially available systems for nitrogen (N) and P removal from stormwater are available but too expensive for widespread adoption on small, privately owned farms. The P adsorption capacities and hydraulic conductivities of locally-sourced iron red mud (RM) and aluminum water treatment residual (WT) were determined for potential on-farm treatment use. The byproducts were air-dried and separated into ≤2-, ≤6-, and ≤12.5-mm particle size fractions. Saturated hydraulic conductivity (HC) was determined for each particle-size fraction and results evaluated for the material’s ability to transmit a 25-year, 30-min rainfall of 6.6 cm. While the HC of ≤6-mm particles of each byproduct did not differ (p > 0.05;4.1 and 4.6 cm·min-1), for ≤12.5-mm particles it was greater (p > 0.05) for WT than RM (15.4 and 8.0 cm·min-1, respectively). However, all byproduct size fractions transmitted flow sufficiently to accommodate the baseline storm. Phosphorous adsorption maxima of ≤2-mm fraction for RM and WT were 25 and 10 g·P·kg-1, respectively. Using a solution containing 6 mg·P·L-1, rep-resenting the measured runoff-P concentration from areas adjacent to poultry house ventilation fans, the ≤2-mm fraction of RM removed 98% of added P and WT 84%. The ≤6-mm fraction of RM and WT removed 56% and 57% of added P, respectively, while the ≤12.5-mm fraction adsorbed only 28% and 10%. Results indicate the potential use of low-cost RM and WT byproducts to sequester P in runoff prior to P leaving poultry farm production areas.

关键词： Phosphorus Runoff poultry production Red Muds Water Quality Water Treatment Residua

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