Distribution | World-wide |
---|---|
Use | Meat/feathers |
Traits | |
Skin color | Yellow, brown, black or mixed |
Egg color | white/light brown |
Comb type | red |
Classification | |
Breed broiler is any chicken (Gallus gallus domesticus) that is bred and raised specifically for meat production.[1] Most commercial broilers reach slaughter weight between four[2] and six weeks of age, although slower growing breeds reach slaughter weight at approximately 14 weeks of age. Typical broilers have white feathers and yellowish skin. Broiler or sometimes broiler-fryer is also used sometimes to refer specifically to younger chickens under 2.0 kilograms (4+1⁄2 lb), as compared with the larger roasters.[3]
Due to extensive breeding selection for rapid early growth and the husbandry used to sustain this, broilers are susceptible to several welfare concerns, particularly skeletal malformation and dysfunction, skin and eye lesions and congestive heart conditions. Management of ventilation, housing, stocking density and in-house procedures must be evaluated regularly to support good welfare of the flock. The breeding stock (broiler-breeders) do grow to maturity but also have their own welfare concerns related to the frustration of a high feeding motivation and beak trimming. Broilers are usually grown as mixed-sex flocks in large sheds under intensive conditions.
Modern breeding
Before the development of modern commercial meat breeds, broilers were mostly young male chickens culled from farm flocks. Pedigree breeding began around 1916.[4] Magazines for the poultry industry existed at this time.[4][5] A crossbred variety of chicken was produced from a male of a naturally double-breasted Cornish strain, and a female of a tall, large-boned strain of white Plymouth Rocks.[6] This first attempt at a meat crossbreed was introduced in the 1930s and became dominant in the 1960s. The original crossbreed was plagued by problems of low fertility, slow growth and disease susceptibility.
Modern broilers have become very different from the Cornish/Rock crossbreeds. As an example, Donald Shaver (originally a breeder of egg-production breeds) began gathering breeding stock for a broiler program in 1950. Besides the breeds normally favoured, Cornish Game, Plymouth Rock, New Hampshire, Langshans, Jersey Black Giant, and Brahmas were included. A white feathered female line was purchased from Cobb. A full-scale breeding program was commenced in 1958, with commercial shipments in Canada and the US in 1959 and in Europe in 1963.[7] As a second example, colour sexing broilers was proposed by Shaver in 1973. The genetics were based on the company's breeding plan for egg layers, which had been developed in the mid-1960s. A difficulty facing the breeders of the colour-sexed broiler is that the chicken must be white-feathered by slaughter age. After 12 years, accurate colour sexing without compromising economic traits was achieved.[7]
Artificial insemination
Artificial insemination is a mechanism in which spermatozoa are deposited into the reproductive tract of a female.[8] Artificial insemination provides a number of benefits relating to reproduction in the poultry industry. Broiler breeds have been selected specifically for growth, causing them to develop large pectoral muscles, which interfere with and reduce natural mating.[9] The amount of sperm produced and deposited in the hen's reproductive tract may be limited because of this. Additionally, the males' overall sex drive may be significantly reduced due to growth selection.[10] Artificial insemination has allowed many farmers to incorporate selected genes into their stock, increasing their genetic quality.[11]
Abdominal massage is the most common method used for semen collection.[9] During this process, the rooster is restrained and the back region located towards the tail and behind the wings is caressed. This is done gently but quickly. Within a short period of time, the male should get an erection of the phallus. Once this occurs, the cloaca is squeezed and semen is collected from the external papilla of the vas deferens.[12]
During artificial insemination, semen is most frequently deposited intra-vaginally by means of a plastic syringe. In order for semen to be deposited here, the vaginal orifice is everted through the cloaca. This is simply done by applying pressure to the abdomen of the hen. The semen-containing instrument is placed 2–4 cm into the vaginal orifice. As the semen is being deposited, the pressure applied to the hen's abdomen is being released simultaneously.[9] The person performing this procedure typically uses one hand to move and direct the tail feathers, while using the other hand to insert the instrument and semen into the vagina.[12]
General biology
Modern commercial broilers, for example, Cornish crosses and Cornish-Rocks, are artificially selected and bred for large-scale, efficient meat production. They are noted for having very fast growth rates, a high feed conversion ratio, and low levels of activity. Modern commercial broilers are bred to reach a slaughter-weight of about 2 kg in only 5 to 7 weeks.[6][13][14] As a consequence, the behaviour and physiology of broilers reared for meat are those of immature birds, rather than adults. Slow growing free-range and organic strains have been developed which reach slaughter-weight at 12 to 16 weeks of age.
Typical broilers have white feathers and yellowish skin. Recent genetic analysis has revealed that the gene for yellow skin was incorporated into domestic birds through hybridization with the grey junglefowl (G. sonneratii).[15] Modern crosses are also favorable for meat production because they lack the typical "hair" which many breeds have that must be removed by singeing after plucking the carcass.
Both male and female broilers are reared for their meat.
Behaviour
Broiler behaviour is modified by the environment, and alters as the broilers' age and bodyweight rapidly increase. For example, the activity of broilers reared outdoors is initially greater than broilers reared indoors, but from six weeks of age, decreases to comparable levels in all groups.[16] The same study shows that in the outdoors group, surprisingly little use is made of the extra space and facilities such as perches – it was proposed that the main reason for this was leg weakness as 80 per cent of the birds had a detectable gait abnormality at seven weeks of age. There is no evidence of reduced motivation to extend the behavioural repertoire, as, for example, ground pecking remained at significantly higher levels in the outdoor groups because this behaviour could also be performed from a lying posture rather than standing.
Examining the frequency of all sexual behaviour shows a large decrease with age, suggestive of a decline in libido. The decline in libido is not enough to account for reduced fertility in heavy cocks at 58 weeks and is probably a consequence of the large bulk or the conformation of the males at this age interfering in some way with the transfer of semen during copulations which otherwise look normal.[17]
Feeding and feed conversion
Chickens are omnivores and modern broilers are given access to a special diet of high protein feed, usually delivered via an automated feeding system. This is combined with artificial lighting conditions to stimulate eating and growth and thus the desired body weight.
In the U.S., the average feed conversion ratio (FCR) of a broiler was 1.91 kilograms of feed per kilograms of liveweight in 2011, an improvement from 4.70 in 1925.[18] Canada has a typical FCR of 1.72.[19] New Zealand commercial broiler farms have recorded the world's best broiler chicken FCR at 1.38.[20] The microbiome of the broiler also has a large effect in addition to the birds nutrition and genetics on overall FCR.[21]
Welfare issues
Meat birds
Artificial selection has led to a great increase in the speed with which broilers develop and reach slaughter-weight. The time required to reach 1.5 kg (3 lb 5 oz) live-weight decreased from 120 days to 30 days between 1925 and 2005. Selection for fast early growth-rate, and feeding and management procedures to support such growth, have led to various welfare problems in modern broiler strains.[2] Welfare of broilers is of particular concern given the large number of individuals that are produced; for example, the U.S. in 2011 produced approximately 9 billion broiler chickens.[22]
Cardiovascular dysfunction
Selection and husbandry for very fast growth means there is a genetically induced mismatch between the energy-supplying organs of the broiler and its energy-consuming organs.[14] Rapid growth can lead to metabolic disorders such as sudden death syndrome (SDS) and ascites.[2]
SDS is an acute heart failure disease that affects mainly male fast-growing broilers which appear to be in good condition. Affected birds suddenly start to flap their wings, lose their balance, sometimes cry out and then fall on their backs or sides and die, usually all within a minute. In 1993, U.K. broiler producers reported an incidence of 0.8%. In 2000, SDS has a death rate of 0.1% to 3% in Europe.[14]
Ascites is characterised by hypertrophy and dilatation of the heart, changes in liver function, pulmonary insufficiency, hypoxaemia and accumulation of large amounts of fluid in the abdominal cavity. Ascites develops gradually and the birds suffer for an extended period before they die. In the UK, up to 19 million broilers die in their sheds from heart failure each year.[23]
Skeletal dysfunction
Breeding for increased breast muscle means that the broilers' centre of gravity has moved forward and their breasts are broader compared with their ancestors, which affects the way they walk and puts additional stresses on their hips and legs.[14] There is a high frequency of skeletal problems in broilers, mainly in the locomotory system, including varus and valgus deformities, osteodystrophy, dyschondroplasia and femoral head necrosis.[2] These leg abnormalities impair the locomotor abilities of the birds, and lame birds spend more time lying and sleeping.[24] The behavioural activities of broilers decrease rapidly from 14 days of age onwards.[25] Reduced locomotion also decreases ossification of the bones and results in skeletal abnormalities; these are reduced when broilers have been exercised under experimental conditions.[2]
Most broilers find walking painful, as indicated by studies using analgesic and anti-inflammatory drugs. In one experiment, healthy birds took 11 seconds to negotiate an obstacle course, whereas lame birds took 34 seconds. After the birds had been treated with carprofen, there was no effect on the speed of the healthy birds, however, the lame birds now took only 18 seconds to negotiate the course, indicating that the pain of lameness is relieved by the drug.[26] In self-selection experiments, lame birds select more drugged feed than non-lame birds[27] leading to the suggestion that leg problems in broilers are painful.
Several research groups have developed "gait scores" (GS) to objectively rank the walking ability and lameness of broilers. In one example of these scales, GS=0 indicates normal walking ability, GS=3 indicates an obvious gait abnormality which affects the bird's ability to move about and GS=5 indicates a bird that cannot walk at all. GS=5 birds tried to use their wings to help them walking, or crawled along on their shanks. In one study, almost 26% of the birds examined were rated as GS=3 or above and can therefore be considered to have suffered from painful lameness.[14]
Compassion in World Farming wrote on the incidence of leg problems in broilers:
...there is evidence that, far from improving, leg problems may have deteriorated further during the 1990s. Large and representative surveys of commercial broiler flocks in Denmark (1999) and Sweden (2002) found that in Denmark, 75% of the chickens had some walking abnormality and 30.1% were very lame (gait score greater than 2). In Sweden, over 72% of the chickens had some walking abnormality and around 20% were very lame. 36.9% of the chickens surveyed in Denmark and around half (46.4% and 52.6%, depending on strain) of the chickens surveyed in Sweden had leg deformities (varus/valgus). 57% of the chickens surveyed in Denmark and around half of the chickens surveyed in Sweden showed some evidence of tibial dychondroplasia (Sanotra, Berg and Lund, 2003).[14]
The video recordings below are examples of broilers attempting to walk with increasing levels of gait abnormalities and therefore increasing gait scores.
- Gait score = 0
- Gait score = 1
- Gait score = 2
- Gait score = 3
- Gait score = 4
- Gait score = 5
Integument lesions
Sitting and lying behaviours in fast growing strains increase with age from 75% in the first seven days to 90% at 35 days of age. This increased inactivity is linked with an increase in dermatitis caused by a greater amount of time in contact with ammonia in the litter. This contact dermatitis is characterised by hyperkeratosis and necrosis of the epidermis at the affected sites; it can take forms such as hock burns, breast blisters and foot pad lesions.[2]
Stocking density
Broilers are usually kept at high stocking densities which vary considerably between countries. Typical stocking densities in Europe range between about 22–42 kg/m2 (5–9 lb/sq ft) or between about 11 to 25 birds per square metre (1.0 to 2.3/sq ft).[14] There is a reduction of feed intake and reduced growth rate when stocking density exceeds approximately 30 kg/m2 (6 lb/sq ft) under deep litter conditions. The reduced growth rate is likely due to a reduced capacity to lose heat generated by metabolism. Higher stocking densities are associated with increased dermatitis including foot pad lesions, breast blisters and soiled plumage.[2] In a large-scale experiment with commercial farms, it was shown that the management conditions (litter quality, temperature and humidity) were more important than stocking density.[28]
Ocular dysfunction
In attempts to improve or maintain fast growth, broilers are kept under a range of lighting conditions. These include continuous light (fluorescent and incandescent), continuous darkness, or under dim light; chickens kept under these light conditions develop eye abnormalities such as macrophthalmos, avian glaucoma, ocular enlargement and shallow anterior chambers.[29]
Ammonia
The litter in broiler pens can become highly polluted from the nitrogenous feces of the birds and produce ammonia. Ammonia has been shown to cause increased susceptibility to disease and other health-related problems such as Newcastle disease, airsaculitis and keratoconjunctivitis. The respiratory epithelium in birds is damaged by ammonia concentrations in the air exceeding 75 parts per million (ppm). Ammonia concentrations at 25 to 50 ppm induce eye lesions in broiler chicks after seven days of exposure.
Catching and transport
Once the broilers have reached the target live-weight, they are caught, usually by hand, and packed live into crates for transport to the slaughterhouse. They are usually deprived of food and water for several hours before catching until slaughter. The process of catching, loading, transport and unloading causes serious stress, injury and even death to a large number of broilers.
The number of broilers that died in the EU in 2005 during the process of catching, packing and transport was estimated to be as high as 18 to 35 million. In the UK, of broilers that were found to be 'dead on arrival' at the slaughterhouse in 2005, it was estimated that up to 40% may have died from thermal stress or suffocation due to crowding on the transporter.[14]
Slaughter is done by hanging the birds fully conscious by their feet upside-down in shackles on a moving chain, stunning them by automatically immersing them in an electrified water bath and exsanguination by cutting their throats.
Some research indicates that chickens might be more intelligent than previously supposed, which "raises questions about how they are treated". A possible 10 year life span has been shortened to six weeks for broilers.[30]
Mortality rates
According to historical records, broiler mortality rates in the U.S. have decreased from 18% in 1925 to 3.7% in 2012, but have increased since 2013 to reach 5% in 2018.[18]
One indication of the effect of broilers' rapid growth rate on welfare is a comparison of the usual mortality rate for standard broiler chickens (1% per week) with that for slower-growing broiler chickens (0.25% per week) and with young laying hens (0.14% per week); the mortality rate of the fast-growing broilers is seven times the rate of laying hens (the same subspecies) of the same age.[14]
Parent birds
Meat broilers are usually slaughtered at approximately 35 to 49 days of age, well before they become sexually reproductive at 5 to 6 months of age. However, the bird's parents, often called "broiler-breeders", must live to maturity and beyond so they can be used for breeding. As a consequence, they have additional welfare concerns.
Meat broilers have been artificially selected for an extremely high feeding motivation, but are not usually feed-restricted, as this would delay the time taken for them to reach slaughter-weight. Broiler-breeders have the same highly increased feeding motivation, but must be feed-restricted to prevent them becoming overweight with all its concomitant life-threatening problems. An experiment on broilers' food intake found that 20% of birds allowed to eat as much as they wanted either died or had to be killed because of severe illness between 11 and 20 weeks of age – either they became so lame they could not stand, or they developed cardiovascular problems.[14]
Broiler breeders fed on commercial rations eat only a quarter to a half as much as they would with free access to food. They are highly motivated to eat at all times, presumably leading to chronic frustration of feeding.[31]
Because broiler breeders live to adulthood, they might show feather pecking or other injurious pecking behaviour. To avoid this, they might be beak trimmed which can lead to acute or chronic pain.
World production and consumption
The commercial production of broiler chickens for meat consumption is a highly industrialized process. There are two major sectors: (1) rearing birds intended for consumption and (2) rearing parent stock for breeding the meat birds. A report in 2005 stated that around 5.9 billion broiler chickens for eating were produced yearly in the European Union. Mass production of chicken meat is a global industry and at that time, only two or three breeding companies supplied around 90% of the world's breeder-broilers. The total number of meat chickens produced in the world was nearly 47 billion in 2004; of these, approximately 19% were produced in the US, 15% in China, 13% in the EU25 and 11% in Brazil.[14]
Consumption of broilers is surpassing that of beef in industrialized countries, with demand rising in Asia.[32] Worldwide, 86.6 million tonnes of broiler meat were produced in 2014,[33] and as of 2018, the worldwide estimation of broiler chick population was approximately 23 billion.[34]
Impacts of climate change
It is believed that the thermal comfort zone for poultry is in the 18–25 °C (64–77 °F) range. Some papers describe 26–35 °C (79–95 °F) as the "critical zone" for heat stress, but others report that due to acclimatization, birds in the tropical countries do not begin to experience heat stress until 32 °C (90 °F). There is wider agreement that temperatures greater than 35 °C (95 °F) and 47 °C (117 °F) form "upper critical" and lethal zones, respectively.[35] Average daily temperatures of around 33 °C (91 °F) are known to interfere with feeding in both broilers and egg hens, as well as lower their immune response, with outcomes such as reduced weight gain/egg production or greater incidence of salmonella infections, footpad dermatitis or meningitis. Persistent heat stress leads to oxidative stress in tissues, and harvested white meat ends up with a lower proportion of essential compounds like vitamin E, lutein and zeaxanthin, yet an increase in glucose and cholesterol. Multiple studies show that dietary supplementation with chromium can help to relieve these issues due to its antioxidative properties, particularly in combination with zinc or herbs like wood sorrel.[36][37][38][39][40][41] Resveratrol is another popular antioxidant administered to poultry for these reasons.[42] Though the effect of supplementation is limited, it is much cheaper than interventions to improve cooling or simply stock fewer birds, and so remains popular.[43] While the majority of literature on poultry heat stress and dietary supplementation focuses on chickens, similar findings were seen in Japanese quails, which eat less and gain less weight, suffer reduced fertility and hatch eggs of worse quality under heat stress, and also seem to benefit from mineral supplementation.[44][45][46]
Around 2003, it was estimated that the poultry industry in the United States already lost up to $165 million annually due to heat stress at the time.[35] One paper estimated that if global warming reaches 2.5 °C (4.5 °F), then the cost of rearing broilers in Brazil increases by 35.8% at the least modernized farms and by 42.3% at farms with the medium level of technology used in livestock housing, while they increase the least at farms with the most advanced cooling technologies. On the contrary, if the warming is kept to 1.5 °C (2.7 °F), costs at moderately modernized farms increase the least, by 12.5%, followed by the most modernized farms with a 19.9% increase, and the least technological farms seeing the greatest increase.[47]See also
References
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- ↑ "Compassion in World Farming – Meat chickens – Welfare issues". CIWF.org.uk. Archived from the original on October 23, 2013. Retrieved August 26, 2011.
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- ↑ Reiter K, Bessei W (1995). "Influence of running on leg weakness of slow and fast growing broilers". Proceedings 29th International Congress ISAE, Exeter, U.K., 3–5 August: 211–213.
- ↑ McGeown D, Danbury TC, Waterman-Pearson AE, Kestin SC (1999). "Effect of carprofen on lameness in broiler chickens". Veterinary Record. 144 (24): 668–671. doi:10.1136/vr.144.24.668. PMID 10404606. S2CID 1765766.
- ↑ Danbury TC, Weeks CA, Chambers JP, Waterman-Pearson AE, Kestin SC (2000). "Self-selection of the analgesic drug carprofen by lame broiler chickens". Veterinary Record. 146 (11): 307–311. doi:10.1136/vr.146.11.307. PMID 10766114. S2CID 35062797.
- ↑ Dawkins MS, Donelly S, Jones TA (2004). "Chicken welfare is influenced more by housing conditions than by stocking density". Nature. 427 (6972): 342–344. Bibcode:2004Natur.427..342S. doi:10.1038/nature02226. PMID 14737165. S2CID 4354183.
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- ↑ Savory CJ, Maros K, Rutter SM (1993). "Assessment of hunger in growing broiler breeders in relation to a commercial restricted feeding programme". Animal Welfare. 2 (2): 131–152. doi:10.1017/S0962728600015669. S2CID 196655031.
- ↑ Meat Atlas 2014 – Facts and figures about the animals we eat, p. 41, pdf
- ↑ Livestock and Poultry: World Markets and Trade (PDF) (Report). USDA. October 11, 2018. Archived from the original (PDF) on October 11, 2012. Retrieved July 2, 2012.
- ↑ Bennett CE, Thomas R, Williams M, Zalasiewicz J, Edgeworth M, Miller H, Coles B, Foster A, Burton EJ, Marume U (December 2018). "The broiler chicken as a signal of human reconfigured biosphere". Royal Society Open Science. 5 (12): 180325. doi:10.1098/rsos.180325. PMC 6304135. PMID 30662712.
- 1 2 Oladokun, Samson; Adewole, Deborah I. (October 1, 2022). "Biomarkers of heat stress and mechanism of heat stress response in Avian species: Current insights and future perspectives from poultry science". Journal of Thermal Biology. 110: 103332. doi:10.1016/j.jtherbio.2022.103332. PMID 36462852. S2CID 252361675.
- ↑ Alhenaky, Alhanof; Abdelqader, Anas; Abuajamieh, Mohannad; Al-Fataftah, Abdur-Rahman (November 3, 2017). "The effect of heat stress on intestinal integrity and Salmonella invasion in broiler birds". Journal of Thermal Biology. 70 (Pt B): 9–14. doi:10.1016/j.jtherbio.2017.10.015. PMID 29108563.
- ↑ Kuter, Eren; Cengiz, Özcan; Köksal, Bekir Hakan; Sevim, Ömer; Tatlı, Onur; Ahsan, Umair; Güven, Gülşen; Önol, Ahmet Gökhan; Bilgili, Sacit F. (December 28, 2022). "Litter quality and incidence and severity of footpad dermatitis in heat stressed broiler chickens fed supplemental zinc". Livestock Science. 267: 1491–1499. doi:10.1016/j.livsci.2022.105145. S2CID 254914487.
- ↑ Xu, Yongjie; Lai, Xiaodan; Li, Zhipeng; Zhang, Xiquan; Luo, Qingbin (November 1, 2018). "Effect of chronic heat stress on some physiological and immunological parameters in different breed of broilers". Poultry Science. 97 (11): 4073–4082. doi:10.3382/ps/pey256. PMC 6162357. PMID 29931080.
- ↑ Orhan, Cemal; Tuzcu, Mehmet; Deeh, Patrick Brice Defo; Sahin, Nurhan; Komorowski, James R.; Sahin, Kazim (August 21, 2018). "Organic Chromium Form Alleviates the Detrimental Effects of Heat Stress on Nutrient Digestibility and Nutrient Transporters in Laying Hens". Biological Trace Element Research. 189 (2): 529–537. doi:10.1007/s12011-018-1485-9. PMID 30132119. S2CID 255452740.
- ↑ Sahin, N; Hayirli, A; Orhan, C; Tuzcu, M; Akdemir, F; Komorowski, J R; Sahin, K (December 11, 2019). "Effects of the supplemental chromium form on performance and oxidative stress in broilers exposed to heat stress". Poultry Science. 96 (12): 4317–4324. doi:10.3382/ps/pex249. PMID 29053811. S2CID 10630678.
- ↑ Untea, Arabela Elena; Varzaru, Iulia; Turcu, Raluca Paula; Panaite, Tatiana Dumitra; Saracila, Mihaela (October 13, 2021). "The use of dietary chromium associated with vitamins and minerals (synthetic and natural source) to improve some quality aspects of broiler thigh meat reared under heat stress condition". Italian Journal of Animal Science. 20 (1): 1491–1499. doi:10.1080/1828051X.2021.1978335. S2CID 244583811.
- ↑ Ding, Kang-Ning; Lu, Meng-Han; Guo, Yan-Na; Liang, Shao-Shan; Mou, Rui-Wei; He, Yong-Ming He; Tang, Lu-Ping (December 14, 2022). "Resveratrol relieves chronic heat stress-induced liver oxidative damage in broilers by activating the Nrf2-Keap1 signaling pathway". Ecotoxicology and Environmental Safety. 249: 114411. doi:10.1016/j.ecoenv.2022.114411. PMID 36525949. S2CID 254723325.
- ↑ Sahin, K; Sahin, N; Kucuk, O; Hayirli, A; Prasad, A. S. (October 1, 2009). "Role of dietary zinc in heat-stressed poultry: A review". Poultry Science. 88 (10): 2176–2183. doi:10.3382/ps.2008-00560. PMID 19762873.
- ↑ El-Tarabany, Mahmoud S. (August 27, 2016). "Effect of thermal stress on fertility and egg quality of Japanese quail". Journal of Thermal Biology. 61: 38–43. doi:10.1016/j.jtherbio.2016.08.004. PMID 27712658.
- ↑ Bilal, Rana Muhammad; Hassan, Faiz-ul; Farag, Mayada R.; Nasir, Taquir Ali; Ragni, Marco; Ahsan, Umair; Güven, Gülşen (April 20, 2021). "Thermal stress and high stocking densities in poultry farms: Potential effects and mitigation strategies". Journal of Thermal Biology. 99: 102944. doi:10.1016/j.jtherbio.2021.102944. PMID 34420608. S2CID 233555119.
- ↑ Kucuk, O. (January 10, 2008). "Zinc in a Combination with Magnesium Helps Reducing Negative Effects of Heat Stress in Quails". Biological Trace Element Research. 123 (1–3): 144–153. doi:10.1007/s12011-007-8083-6. PMID 18188513. S2CID 24775551.
- ↑ de Carvalho Curi, T. M. R.; de Alencar Nääs, I.; da Silva Lima, N. D.; Martinez, A. A. G. (January 24, 2022). "Climate change impact on Brazilian broiler production cost: a simulation study". International Journal of Environmental Science and Technology. 19 (11): 10589–10598. doi:10.1007/s13762-021-03893-z. S2CID 246211499.