2019
DOI: 10.13031/trans.12982
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Mitigating Particulate Matter Generation in a Commercial Cage-Free Hen House

Abstract: Abstract. Compared to conventional cage production systems, cage-free (CF) hen housing offers hens more space and opportunities to exercise their natural behaviors (e.g., perching, dust bathing, and foraging). However, CF housing poses a number of inherent environmental challenges, among which are high levels of particulate matter (PM) and ammonia (NH3). Spraying water on CF hen house litter (e.g., 125 mL m-2 per cm of litter depth) has been shown to mitigate generation of PM by 60% to 70% in our previous lab-… Show more

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Cited by 18 publications
(24 citation statements)
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“…In broiler housing, the PM consists of a complex mixture of solid and liquid materials such as litter materials, feathers, feeds, skin, excreta, dander and microorganism, whit about 90% organic content [41]. The classification of PM is based on particle size (aerodynamic diameter), considering PM 1.0 (≤1.0 μm), PM 2.5 (≤2.5 μm), PM 4.0 (≤4.0 μm), PM 10.0 (≤10.0 μm) and total suspended particle (TSP) (≤100.0 μm) [42]. The PM emissions from broiler housing are affected by various factors and change according to housing system or types, litter materials, diurnal and seasonal variation, ventilation system and velocity, temperature and relative humidity, birds age and type, activity and stocking density and manure management (Figure 2) [41].…”
Section: Particulate Mattermentioning
confidence: 99%
“…In broiler housing, the PM consists of a complex mixture of solid and liquid materials such as litter materials, feathers, feeds, skin, excreta, dander and microorganism, whit about 90% organic content [41]. The classification of PM is based on particle size (aerodynamic diameter), considering PM 1.0 (≤1.0 μm), PM 2.5 (≤2.5 μm), PM 4.0 (≤4.0 μm), PM 10.0 (≤10.0 μm) and total suspended particle (TSP) (≤100.0 μm) [42]. The PM emissions from broiler housing are affected by various factors and change according to housing system or types, litter materials, diurnal and seasonal variation, ventilation system and velocity, temperature and relative humidity, birds age and type, activity and stocking density and manure management (Figure 2) [41].…”
Section: Particulate Mattermentioning
confidence: 99%
“…The "eYeNamic" system, for instance, evaluates a gait score based on a group activity index quantified according to pixel changes in continuously recorded photos/videos. The broiler house is a physically challenging environment for vision-based monitoring due to equipment interference and dust levels [35,36], and usually leads to poor image quality and results. In the long-term, we plan to develop a mobile imaging system equipped with a global positioning system (GPS) to track individual birds for their welfare/health based on their distribution patterns.…”
Section: Chicken Distribution Identification In Drinking and Feeding Zonesmentioning
confidence: 99%
“…The location loss is CIoU loss, and only the location loss of positive samples is calculated. The formula for calculating CIoU's loss is shown in Formula ( 8 ): where IoU is the intersection ratio, ρ represents the Euclidean distance between b and , the former is the center point of the prediction box, the latter is the center point of the real box, c is the diagonal distance between the minimum closure region of the prediction box and the real box, α is the weight parameter, and v is used to measure the consistency of the aspect ratio.…”
Section: Methodsmentioning
confidence: 99%
“…It is estimated that 37 billion poultry will be produced per year by 2050 ( Yitbarek, 2019 ), accordingly, farmers will need to increase the production efficiency continuously to meet the growing demand ( Rojas-Downing et al, 2017 ). Poultry and egg industry and researchers are dedicated to improving production efficiencies with limited natural resources, meanwhile, maintaining optimum animal welfare and health ( Chai et al, 2018 , 2019 ; Oliveira et al, 2019 ; Bist and Chai, 2022 ; Bist et al, 2023b ; Jacobs et al, 2023 ). In addition to production efficiency, animal welfare has been paid more attentions than ever before.…”
Section: Introductionmentioning
confidence: 99%