Tropical animal health and production最新文献

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Milk production and viability of the various smallholder dairying models used in Zimbabwe. 津巴布韦各种小农奶业模式的牛奶产量和可行性。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-25 DOI: 10.1007/s11250-024-04191-9
Takudzwa Mafigu, Blessed Masunda, Venancio Edward Imbayarwo-Chikosi, David Tinotenda Mbiriri, Pride Hodzi
{"title":"Milk production and viability of the various smallholder dairying models used in Zimbabwe.","authors":"Takudzwa Mafigu, Blessed Masunda, Venancio Edward Imbayarwo-Chikosi, David Tinotenda Mbiriri, Pride Hodzi","doi":"10.1007/s11250-024-04191-9","DOIUrl":"10.1007/s11250-024-04191-9","url":null,"abstract":"<p><p>An evaluation of milk yield, dairy products and viability of the smallholder dairy production models used in Zimbabwe was carried out. We used secondary data on 1167 smallholder dairy farmers. These were categorised into commercial dairying (119), Milk collection centre (MCC) bulking and processing (145), MCC bulking and delivering to processor (87), farm gate (468) and other (348) models. Data were analysed using SPSS version 25.0. The average daily milk yield per cows was highest in the Commercial dairying model (9.20 ± 0.4 l) but was not significantly different from the MCC bulking and processing and MCC bulking and delivering to processor models. Average lactation milk yield per cow was highest (P < 0.05) in the commercial dairying model (2804.91 ± 133.9 l) and was significantly different from the rest of the models. The processed milk products identified in the study were fermented milk, pasteurised milk and unspecified products but production volumes were very low in the respective models. There were no differences (P > 0.05) in gross margin across all the smallholder dairying models. The commercial dairying model surpassed all models on proportion of pure exotic dairy breeds, number of milking cows, milk yield. However, it was discovered that all models were underperforming but smallholder dairy farmers can be recommended to adopt the commercial dairying model if measures to improve milk yield per cow and reduce milk production costs are established.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"353"},"PeriodicalIF":1.7,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508812","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
Productivity and economic performance of Nellore young bulls fed diets with increasing fiber content. 饲喂纤维含量不断增加的日粮的内洛尔小公牛的生产率和经济表现
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-25 DOI: 10.1007/s11250-024-04196-4
Caroline Ferreira Medeiros, Luís Carlos Vinhas Ítavo, Camila Celeste Brandão Ferreira Ítavo, Alexandre Menezes Dias, Vanessa Zirondi Longhini, Gelson Dos Santos Difante, Priscilla Dutra Teixeira, Manoel Gustavo Paranhos da Silva, Rafael Goes Cardoso Paro, Ana Hellen da Silva, Laura Beatriz Perez da Silva
{"title":"Productivity and economic performance of Nellore young bulls fed diets with increasing fiber content.","authors":"Caroline Ferreira Medeiros, Luís Carlos Vinhas Ítavo, Camila Celeste Brandão Ferreira Ítavo, Alexandre Menezes Dias, Vanessa Zirondi Longhini, Gelson Dos Santos Difante, Priscilla Dutra Teixeira, Manoel Gustavo Paranhos da Silva, Rafael Goes Cardoso Paro, Ana Hellen da Silva, Laura Beatriz Perez da Silva","doi":"10.1007/s11250-024-04196-4","DOIUrl":"10.1007/s11250-024-04196-4","url":null,"abstract":"<p><p>Adequate neutral detergent insoluble fiber (NDF) content in the total diet can improve intake efficiency, prevent rumen disorders, and enhance the health and performance of feedlot-finished beef cattle. We hypothesized that an increase in dietary fiber levels would decrease the productive performance but increase the economic performance of young bulls in confinement. Thus, it was aimed to evaluate the effect of increasing fiber levels on feed intake, wastage, and productive and economic performance of Nellore young bulls finished in confinement. We used 20 Nellore cattle, non-castrated males, 30 months old, and average body weight (BW) of 416.35 ± 2.2 kg distributed in a completely randomized design, kept in individual stalls. Animals were divided into four treatments consisting of four levels of neutral detergent insoluble fiber (NDF) (25%, 30%, 35%, and 40% NDF) in total DM. Nutrient intake, feed conversion, feed waste, body weight (BW) at slaughter, total weight gain (TWG), average daily gain (ADG), hot carcass weight (HCW), and carcass yield (CR) were evaluated. In addition, economic parameters (revenue, food expenses, and gross margin) were calculated and compared. The dry matter (DMI), organic matter (OMI), crude protein (CPI), and ether extract (EEI) intakes showed quadratic behavior. The DMI maximum estimated was 28.5% NDF in the diet. The NDF and ADF intakes showed a positive linear effect and the starch intake had a negative linear effect. There was a significant positive linear effect (P < 0.05) for the variables total mixed ration (TMR) offered and daily and total RTM intake. Minimum RTM wastage was estimated with a diet containing 30% NDF. The maximum points for BW at slaughter, HCW, and ADG were 29.9%; 29.6%, and 25% NDF, respectively. The costs of concentrate and silage showed a positive linear behavior, as did the ADG costs and the carcass equivalent cost (P < 0.05). The maximum point of the revenue estimate (US$/animal) was 29.9% of NDF, 26.1% of NDF for the total expenditure on food (US$/animal), and 32.5% of NDF for the gross margin (U$/animal). In conclusion, the animals fed a 30% NDF diet showed the best performance and economics, in addition to less food waste. We recommend 25 to 32.5% of NDF in the diet to obtain maximum productive and economic performance when finishing Nellore young bulls in confinement.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"354"},"PeriodicalIF":1.7,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508813","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
The impact of myostatin variants on growth traits in South African Bonsmara beef cattle. 肌节蛋白变体对南非邦斯马拉肉牛生长特性的影响。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-25 DOI: 10.1007/s11250-024-04208-3
Rendani Madula, Carina Visser, Este van Marle-Köster
{"title":"The impact of myostatin variants on growth traits in South African Bonsmara beef cattle.","authors":"Rendani Madula, Carina Visser, Este van Marle-Köster","doi":"10.1007/s11250-024-04208-3","DOIUrl":"10.1007/s11250-024-04208-3","url":null,"abstract":"<p><p>Double muscling occurs when the myostatin (MSTN) gene is deactivated due to a series of mutations, leading to uncontrolled muscle growth and excessive muscle fiber accumulation, as the gene can no longer effectively regulate muscle development. This study aimed to assess the impact of MSTN variants and their combinations on growth traits, namely direct birth weight (BW<sub>DIR</sub>), direct weaning weight (WW<sub>DIR</sub>), average daily gain (ADG) and feed conversion ratio (FCR) in the South African (SA) Bonsmara. Genomically enhanced estimated breeding value (GEBVs) for traits of interest, and MTSN genotypes for SA Bonsmara animals were available for the study. Thirteen MSTN variants (Nt821, Q204X, F94L, E226X, E291X, C313Y, Nt419, S105C, D182N, Nt414, Nt324, Nt267, and Nt748) were routinely genotyped using the IDBv3 SNP array. Genotypic frequencies of MSTN variants ranged from 1.18% for Q204X to 35.02% for Nt748. No association was observed between the Nt267 variant and any growth traits, while both Nt748 and Nt414 variants affected WW<sub>DIR</sub>, ADG and FCR (p < 0.05). The results of the effect of multiple variants on growth traits indicated that there was an additive effect when more than one MSTN variant was present in an individual. This study is the first study to report the impact of MSTN variants on traits of economic importance in the SA Bonsmara breed.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"358"},"PeriodicalIF":1.7,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11502602/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determination of the nutritional potential and valorization of saffron (Crocus sativus L.) wastes as an antioxidant agent in ruminant feeding: in vitro and in vivo studies. 确定藏红花(Crocus sativus L.)废弃物作为反刍动物饲料抗氧化剂的营养潜力和价值:体外和体内研究。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-23 DOI: 10.1007/s11250-024-04206-5
Mohsen Kazemi
{"title":"Determination of the nutritional potential and valorization of saffron (Crocus sativus L.) wastes as an antioxidant agent in ruminant feeding: in vitro and in vivo studies.","authors":"Mohsen Kazemi","doi":"10.1007/s11250-024-04206-5","DOIUrl":"10.1007/s11250-024-04206-5","url":null,"abstract":"<p><p>Saffron (Crocus sativus L.) is a plant known for its diverse medicinal and nutritional properties, which has adapted well to arid and semi-arid regions of the world, particularly in the Middle East. Research on saffron wastes (SW) as a dietary additive for small ruminants is limited. Therefore, two primary experiments were designed to evaluate the nutritional potential of SW. In the first trial, the nutritional value of SW collected from various regions in northeast Iran was assessed through proximate analysis and in vitro procedures. In the second trial, the effects of incorporating SW (a 1: 1 mixture from all regions, w: w) at two levels (30 and 60 g/day) into the diets of Afshari male lambs were investigated in comparison to a control diet. Except for dry matter and ether extract contents, other chemical and mineral compounds varied among the SW collected from different regions. The samples displayed diversity in potential gas production and estimated dry matter intake (DMI). In the in vivo experiment, DMI, nutrient digestibility, and most blood metabolites were not significantly affected by the addition of SW; however, malondialdehyde, total antioxidant capacity, and cholesterol levels were respectively decreased, increased, and decreased in lambs fed 60 g SW/day compared to the control group. Overall, SW collected from various regions demonstrated different nutritional values. Although the dietary inclusion of SW at the level of 60 g/day did not adversely effect on DMI, nutrient digestibility, or certain blood metabolites, it is suggested for its potential improvement in lambs' health indicators. Long-term studies are recommended for future SW evaluation in vivo.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"350"},"PeriodicalIF":1.7,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508806","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
Characterization of dairy goat production systems in coastal valleys of the Lima region. 利马地区沿海山谷奶山羊生产系统的特点。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-23 DOI: 10.1007/s11250-024-04143-3
Miguel Enrique Paredes Chocce, Raúl Ramírez-Vergara, Fritz Trillo Trillo-Zárate, Juancarlos Cruz Luis
{"title":"Characterization of dairy goat production systems in coastal valleys of the Lima region.","authors":"Miguel Enrique Paredes Chocce, Raúl Ramírez-Vergara, Fritz Trillo Trillo-Zárate, Juancarlos Cruz Luis","doi":"10.1007/s11250-024-04143-3","DOIUrl":"10.1007/s11250-024-04143-3","url":null,"abstract":"<p><p>Goat farming in Peru is a husbandry activity that, although it is considered secondary in the country, has a great economic and social impact on the rural population, that is why government efforts to develop is so important. The objective of this study was to characterize dairy goat rearing systems in the coastal valleys of the Lima region to identify gaps and opportunities for improvement. This cross-sectional research was conducted in four provinces located in the Lima region, Peru. A total of 62 goat farmers participated in the trial. For data collection, a standard survey was prepared with open and closed questions distributed across two components (socioeconomic and productive). The surveys were processed for qualitative variables using a multiple correspondence analysis (MCA) followed by a hierarchical cluster analysis (HCA) to differentiate the types of farming systems prevalent based on the survey population. The hierarchical cluster analysis resulted in the formation of three separate groups of goat farmers, which can be classified as extensive systems differentiated by management practices and their production and marketing objectives. The test showed a significant difference; therefore, it can be affirmed that they are associated with the groups or clusters formed. These results will allow actors related to goat farming, such as state and regional entities, to focus efforts on addressing specific demands of the different types of goat farmers found in this study.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"351"},"PeriodicalIF":1.7,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11499399/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142508805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Selenium efficiency in protecting sperm quality and testicular parameters of South African indigenous Zulu rams exposed to heat stress. 硒在保护热应激下南非祖鲁公羊精子质量和睾丸参数方面的效率
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-19 DOI: 10.1007/s11250-024-04207-4
Khomotso P M Lekola, Mthobisi S Ngcobo, Khoboso C Lehloenya
{"title":"Selenium efficiency in protecting sperm quality and testicular parameters of South African indigenous Zulu rams exposed to heat stress.","authors":"Khomotso P M Lekola, Mthobisi S Ngcobo, Khoboso C Lehloenya","doi":"10.1007/s11250-024-04207-4","DOIUrl":"10.1007/s11250-024-04207-4","url":null,"abstract":"<p><p>The study investigated selenium's (Se) efficiency in preserving South African Zulu rams' sperm quality and testicular parameters when they were exposed to heat stress. Indigenous Zulu rams (20) between 2 and 5 years old were allocated into four groups, namely the Se, testicular heat stress (THS), selenium plus testicular heat stress (SeTHS), and control. Each group comprised five rams; the groups were balanced according to the rams' body weight and scrotal circumference. The Se and SeTHS groups received sodium selenite orally bi-weekly for 5 months. To induce heat stress, testicular heat insulation bags were wrapped around the testes of the rams receiving the THS and SeTHS treatments for 49 days. Semen was collected from the rams weekly from the third month onward; the first two months were for Se & THS acclimatization. In addition, testicular measurements were taken bi-weekly. Analysis of variance was used to analyze the sperm quality data. Duncan's multiple range test was used to compare the groups' data for significant differences. The results showed that the Se-supplemented rams' scrotal circumference was smaller (p < 0.05) compared with the other groups. The Se, SeTHS, and control groups demonstrated similar total sperm motility; in contrast, the THS and SeTHS groups recorded low and high total sperm motility, respectively, compared with other treatment groups (p < 0.05). The semen from the rams that received THS without Se displayed a significantly higher number of immotile sperm cells (p < 0.05) and poor sperm quality, including total and progressive motility, and kinematic parameters when compared with other treatments, suggesting that Se protects sperm against THS. We concluded that selenium protected some sperm parameters (TSM, PSM, MV, VCL, VSL) of THS- treated rams while others did not improve (RV, NSM, C, STR).</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"349"},"PeriodicalIF":1.7,"publicationDate":"2024-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11490430/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142475807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prickly pear (Opuntia ficus-indica) dehydrated envelopes and seed cakes in Coturnix coturnix feed: effects on growth performance, carcass characteristics, meat quality and blood biochemical profiles. 红腹锦鸡饲料中的刺梨(Opuntia ficus-indica)脱水包衣和籽饼:对生长性能、胴体特征、肉质和血液生化指标的影响。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-18 DOI: 10.1007/s11250-024-04198-2
Yasmine Arbouche, Rafik Arbouche, Fodil Arbouche
{"title":"Prickly pear (Opuntia ficus-indica) dehydrated envelopes and seed cakes in Coturnix coturnix feed: effects on growth performance, carcass characteristics, meat quality and blood biochemical profiles.","authors":"Yasmine Arbouche, Rafik Arbouche, Fodil Arbouche","doi":"10.1007/s11250-024-04198-2","DOIUrl":"10.1007/s11250-024-04198-2","url":null,"abstract":"<p><p>The valorization of agro-industrial byproducts in domestic animal feed has the potential to reduce the cost of animal production. This trial was conducted to determine the effect of incorporating prickly pear byproducts (envelopes and cakes) as a partial substitute for corn and soybean meal in the diet of wheat quails (Coturnix coturnix) during their rearing period. Six hundred-day-old Coturnix coturnix quails of equal sex ratio (1:1), weighing on average 7 ± 0.5 g, were randomly distributed into four groups, one control group and three experimental groups, according to the rates of incorporation of prickly pear cakes and envelopes, in sequential or nonsequential mode, in the different rearing phases. Each batch (150 subjects) was subdivided into five packs of 30 animals and randomly distributed according to the rate of incorporation (0%, 10%, 20% and 30%) of prickly pear envelopes and cakes. The live weight at 45 days and average daily gain (ADG<sub>1 - 45d</sub>) increased significantly with the introduction of byproducts in all rearing phases (SF<sub>CEPP</sub>). The carcass yield increased significantly (p < 0.05) with the introduction of byproducts in the finishing phase (F<sub>CEPP</sub>) and in all rearing phases (SF<sub>CEPP</sub>). The mineral content decreased significantly (p < 0.05) in all the experimental groups. The protein content increased significantly by 2 points on average when the two prickly pear byproducts were introduced in all rearing phases. The blood biochemical profile of each experimental batch was not influenced by the incorporated prickly pear byproducts. Prickly pear envelopes and cakes in wheat quail feed improve growth performance and meat quality, particularly when they are introduced in the finishing phase and in all rearing phases.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"348"},"PeriodicalIF":1.7,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142475806","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
Correction to: Comparison of linear and nonlinear models to estimate body weight of Pelibuey ewes from body measurements. 更正:比较线性模型和非线性模型,以便根据身体测量结果估算佩里布依母羊的体重。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-17 DOI: 10.1007/s11250-024-04201-w
Rafael J Macedo-Barragán, Victalina Arredondo-Ruiz, Carlos Urban Haubi-Segura, Paola Estefanía Castillo-Zamora
{"title":"Correction to: Comparison of linear and nonlinear models to estimate body weight of Pelibuey ewes from body measurements.","authors":"Rafael J Macedo-Barragán, Victalina Arredondo-Ruiz, Carlos Urban Haubi-Segura, Paola Estefanía Castillo-Zamora","doi":"10.1007/s11250-024-04201-w","DOIUrl":"10.1007/s11250-024-04201-w","url":null,"abstract":"","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"347"},"PeriodicalIF":1.7,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142475801","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
Shrinkage and tree-based regression methods for the prediction of the live weight of Akkaraman sheep using morphological traits. 利用形态特征预测阿卡拉曼绵羊活重的收缩和基于树的回归方法
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-15 DOI: 10.1007/s11250-024-04187-5
Hulya Ozen, Dogukan Ozen, Afsin Kocakaya, Ceyhan Ozbeyaz
{"title":"Shrinkage and tree-based regression methods for the prediction of the live weight of Akkaraman sheep using morphological traits.","authors":"Hulya Ozen, Dogukan Ozen, Afsin Kocakaya, Ceyhan Ozbeyaz","doi":"10.1007/s11250-024-04187-5","DOIUrl":"10.1007/s11250-024-04187-5","url":null,"abstract":"<p><p>The prediction of live weight (LW) is of critical importance to farmers in a range of applications, including breeding and monitoring animal growth. In this context, Ridge, Least Absolute Shrinkage and Selection Operator (LASSO), and Elastic Net as shrinkage methods, and Classification and Regression Trees (CART) and Random Forest (RF) as tree-based regression methods were used in this study to predict LW of Akkaraman Sheep at 6-month age using sex, birth weight (BW) and some morphological traits such as withers height (WH), chest depth (CD), body length (BL), chest width (CW), rump height (RH), and chest circumference (CC). The dataset of 100 sheep, consisting of 44 males and 56 females, was randomly divided into training and test sets with a ratio of 80% and 20%, respectively. 10-fold cross-validation method was implemented using the training set to obtain optimum regression models and avoid overfitting. A test set was used to compare the prediction performance of regression methods based on various comparison criteria. Results revealed that LW was significantly correlated with all morphological traits and BW with coefficients ranging from 0.216 to 0.757. RF outperformed the other regression models with a coefficient of determination value (R<sup>2</sup>) of 0.865, followed by Ridge (R<sup>2</sup> = 0.761), LASSO (R<sup>2</sup> = 0.755), Elastic Net (R<sup>2</sup> = 0.750), and CART (R<sup>2</sup> = 0.654). The results indicated that WH and CD contributed the most, while sex and BW contributed the least in constructing the optimum RF model. In conclusion, the use of RF is recommended for predicting the LW of Akkaraman sheep. These results can provide a data-driven approach to improve decision-making in animal breeding.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"346"},"PeriodicalIF":1.7,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142475716","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
Strategies of positive deviants in fodder conservation among smallholder dairy farming systems in highlands and midlands of Kenya. 肯尼亚高原和中原地区小农奶牛养殖系统在饲料保护方面的积极偏差策略。
IF 1.7 3区 农林科学
Tropical animal health and production Pub Date : 2024-10-15 DOI: 10.1007/s11250-024-04189-3
T K Kogo, R Yegon, D Nthiwa, S A Migose
{"title":"Strategies of positive deviants in fodder conservation among smallholder dairy farming systems in highlands and midlands of Kenya.","authors":"T K Kogo, R Yegon, D Nthiwa, S A Migose","doi":"10.1007/s11250-024-04189-3","DOIUrl":"10.1007/s11250-024-04189-3","url":null,"abstract":"<p><p>Fodder scarcity and low quality affect the productivity of dairy cattle in Kenya yet only few smallholder dairy farmers show positive deviance in fodder conservation. Information on the strategies of such positive deviant (PD) farmers is scanty. The objective of this study was to determine strategies that distinguish PDs from peers (non-PDs) in fodder conservation among smallholder dairy farmers in highlands and midlands of Kenya. A cross-sectional survey was conducted among farms producing and conserving fodder in Tharaka Nithi County. Multistage sampling procedures was used; purposive sampling of the Sub-counties and locations, random selection of villages and proportional selection of 246 farms through snowball chain referral. Data were collected on demographic, socio-economic, farm characteristics and fodder conservation. Farms were categorized as PDs (n = 24) or non-PDs (n = 97). The PDs conserved fodder adequate to last dry season (about 3 months) and had milk yield 15 kg/cow/day and above, while non-PDs do not qualify for both criteria. Chi-square and T-test were used to analyze categorical and continuous variables respectively. Logit regression was used to examine independent variables that influence probability of PDs. Farmers with high school and tertiary education who accessed extension services were PDs while non-PDs had non-formal and primary education and access extension less. Farms conserving hay and silage dominated PDs. Land in hectare (ha) and herd sizes in Tropical Livestock Unit (TLU) distinguished PDs (1.7 ha and 9.0 TLU) from non-PDs (0.7 ha and 3.3 TLU). The strategies that distinguished PDs from non-PDs were allocating land to fodder production, high milk yield kg/cow/day, large herd size and access to extension services. Increasing access to extension and resources (land) raised chances of PDs in fodder conservation. Knowledge of PDs strategies is important for fodder conservation, improve productivity and inform direction of future research.</p>","PeriodicalId":23329,"journal":{"name":"Tropical animal health and production","volume":"56 8","pages":"345"},"PeriodicalIF":1.7,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142475717","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}
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