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İstatistiksel ve Derin Öğrenme Yöntemlerini Kullanarak Tarımsal Girdi Fiyat Endeksi'nin Tahmin Edilmesi Full text
2023
Cevher Özden
Tarımsal Girdi Fiyat Endeksi, mevcut tarımsal üretimde kullanılan ürün ve hizmetlerin fiyatlarındaki değişimlerin ve geleceğe yönelik yatırımların takibi amacıyla Türkiye İstatistik Kurumu (TÜİK) tarafından her ay hesaplanıp yayınlanmaktadır. İndeksin tahmini tarım üreticilerinin yatırım kararlarında ve ürün tercihlerinde zamanında karar almalarına imkan sağlayacak, yurt içi ve uluslararası pazarda rekabet güçlerini arttıracaktır. Bu çalışmada Tarımsal Girdi Fiyat Endeksi'ndeki değişimleri tahmin etmek amacıyla istatistiksel (ARIMA, SARIMA) ve derin öğrenme modelleri (CNN, LSTM) kullanılmıştır. CNN ve LSTM modellerinin hem doğrusal hem de doğrusal olmayan veri özelliklerini yakaladığı bilinmektedir. Tahmin sonuçları, Ortalama Karekök Hata (RMSE) ve Ortalama Karesel Hata (MSE) metrikleri ile değerlendirilmiştir. Çalışma sonuçlarına göre ARIMA (RMSE: 0.16409, MSE: 0.0269247) ve CNN (RMSE: 0.16994, MSE: 0.288791) modelleri en iyi sonuçları elde etmiş olup, bunları LSTM modeli takip etmektedir.
Show more [+] Less [-]Molecular Investigation of the Impact of Thermal Processing Techniques on Tropomyosin Crustacean Allergens Full text
2023
Elif Tuğçe Aksun Tümerkan
While shellfish species are widely consumed due to their nutritional advantages, they are also among the top eight food items for food-borne allergies. Five distinct thermal processing techniques were applied to the crustacean to investigate the tropomyosin level variations caused by heat processing. Fresh shrimp and prawns were utilized as controls for the determination of allergen-encoding genes. Prior to molecular analysis, the proximate composition and acidity of raw and processed samples were also performed. The yield and purity of DNA were also determined. Melting curve and gel electrophoresis tests verified the existence of allergen-coding genes. Thermal processing procedures affected the proximate composition, particularly the total protein and fat concentrations, according to the findings. Following the heat treatment, the pH levels decreased, particularly in the grilled samples. There were also significant differences in the quantity and quality of the extracted DNA. Regardless of crustacean species, the tropomyosin-encoding gene was detected in both fried and grilled samples. These findings demonstrated that RT-PCR identification and validation of the crustacean allergy gene by gel electrophoresis might be a reliable approach for the thermally treated shrimp and prawn samples. This study shows that investigating the allergen coding gene might provide a viable way for detecting food-borne allergens in other thermally processed food items, which are becoming more concerned about food safety.
Show more [+] Less [-]Nutritional Composition and Apparent Metabolizable Energy (AME) Value of Black Soldier Fly Larvae (Hermetia illucens L.) Full-Fat Meal for Broiler Chickens Full text
2023
Dumeshi Ellawidana | Ruvini Kamalika Mutucumarana | Darshanee Ruwandeepika H.A. | Manjula Sumith Magamage
Black soldier fly larvae (BSFL; Hermetia illucens L.) is a proven high-cost protein source replacer and could be grown in a range of bio-degradable waste materials where hardly incorporated into broiler diets locally. The present study was aimed to assess the nutritional composition of BSFL, and apparent metabolizable energy (AME) value of BSFL meal provided to broiler chickens. BSFL full-fat meal produced from kitchen waste as a substrate were examined for their proximate composition, minerals and fatty acid profile. Eighty, 21-d old unsexed Cobb-500 broiler chickens (BW±SD: 665.8 ±14.3 g) were assigned randomly into 16 battery cages (04 replicates, five birds/replicate). A maize-soybean meal-based diet was used as the basal diet which was partially substituted by pre-analyzed BSFL meal at the rates of 5%, 10%, and 15% to produce three test diets. Birds were fed in a completely randomized design for 7-d with a 4-d adaptation period. Excreta were collected for three days from day 25 to 28. The results envisaged that the crude protein (CP) and ether extract (EE) contents of the kitchen waste were 12.3%, and 10.5%, respectively. BSFL meal when analyzed had 34.4% CP and 47.3%, EE. The fatty acid (FA) profile of the kitchen waste was more or less similar to that of BSFL‘s meal. The estimated AME of the BSFL full-fat meal fed for broilers was estimated to be 15.7 MJ/kg. The BSFL full-fat meal can be utilized sustainably in feed formulation and has a high potential to replace costlier feed ingredients.
Show more [+] Less [-]Seroprevalence of Bovine Leukemia Virus Infection in Cattle in Muş Province, Türkiye Full text
2023
Alaattin Sökmen | Ali Rıza Babaoğlu
Bovine leukemia virus (BLV) is known as the causative agent of enzootic bovine leukosis (EBL), which is a worldwide distributed disease and has also been detected in marketed beef and dairy products. BLV causes significant economic losses due to the loss of milk and yield or the slaughter of animals without adequate development. It has been reported in epidemiological studies that this infection is common in Türkiye, especially in the western provinces. There is no data on the possible presence or prevalence of BLV infection and its seroepidemiology in Muş province. The aim of this study is to determine the possible presence and prevalence of the infection, its role in yield losses, and to obtain epidemiological data on cattle farming in the Muş district. For this purpose, 300 blood serum samples were collected from cattle aged six months and older in the province of Muş and its different districts. The blood serum samples taken were tested for the presence of BLV-specific antibodies by agar gel immunodiffusion (AGID) and competitive enzyme-linked immunosorbent assay (C-ELISA) methods. As a result of the study, all of the controlled districts were evaluated as negative in the AGID and C-ELISA tests for the presence of BLV-specific antibodies. In conclusion, for the first time, it was demonstrated that cattle farming in the Muş province were BLV-free during the sampling period. Although BLV seropositivity was not detected in the tested animals, it is emphasized that the control of infection and eradication program should not be ignored.
Show more [+] Less [-]The Preliminary Study on the Biology of An Invasive Species, Halyomorpha halys (Hemiptera: Pentatomidae) in Northwest Türkiye Full text
2023
İsmail Oğuz Özdemir | Furkan Doğan | Celal Tunçer
The Brown marmorated stink bug (BMSB) [Halyomorpha halys (Hemiptera: Pentatomidae)] is a polyphagous pest causing significant damage to approximately 300 crops, such as nuts, vegetables, and ornamentals. In 2017, the BMSB was discovered for the first time in Türkiye. There is currently no published data available on the biology of the pest in Türkiye. This preliminary study was carried out in Sakarya province, where the BMSB has observed a low population since 2021. In this study, some biological parameters such as voltinism, mortality rates, egg hatching rates, and egg-adult developmental times of the 1st and 2nd generations of the insect populations were determined. The study was carried out under semi-field conditions and laboratory. Considering the BMSB's minimum temperature threshold, which has yet to be determined in Turkey, the accumulation of degree days was calculated using the references to four possible thresholds (DD12, 12.5, 13, 13.5) and was determined to be between 536.91 - 608.69 DD. The average egg-adult developmental time was 47.85 days for the 1st generation at naturally fluctuating temperatures and 47.13 days for the 2nd generation under laboratory conditions at 25 ֯C. The hatching rate of egg masses was determined to 90.63% in the 1st generation and 57.75% in the 2nd generation. Total mortality in the first generation was 22.97% and 90.24% in the second generation. It was revealed that the insect could produce two generations in Türkiye, but the number of egg-producing adults and eggs laid in the second generation was significantly lower than that in the first. This preliminary study was carried out with a limited number of samples due to the initial infesting in the region and, therefore more comprehensive research is needed to reveal the the biology of BMSB in the country.
Show more [+] Less [-]Development of Homozygous Lines by In Vivo Doubled Haploid Technique in Hybrid Maize Breeding Full text
2023
İbrahim Cerit | Gönül Cömertpay | Bülent Çakır | Rüştü Hatipoğlu | Hakan Özkan
The maize breeding programs focuses on the development of homozygous parental lines for hybrid breeding to obtain heterosis. The Improvement of homozygous lines in a effective time is crucial for hybrid maize breeding. Objectives of this research were to obtain homozygous lines of maize in a short time by using of in-vivo maternal haploid (DH) technique and characterizing them morphologically. The experiments were carried out at the Eastern Mediterranean Agricultural Research Institute(EMARI). Inducers, RWS, RWK-76 and their hybrid RWS X RWK-76 were used as male parent. As female parent, 56 F2 segregated material obtained by selfing of 66 F1 hybrids developed in maize breeding program of Eastern Mediterranean Agricultural Research Institute (EMARI) and 2 F2 segregated material selected from the open pollinated plants of 9 commercial maize variety. As a result of the experiment, 29 doubled haploid lines (DH) were developed. In the developed DH lines, days to tasseling, plant height, height of first ear , ear length, ear diameter, number of kernel per ear and thousand kernel weight varied as 57-78 days, 151-248 cm, 43-112 cm, 11.20-24.50 cm, 24-45 mm, 224-537 kernels/ear, and 180-320 g, respectively. In conclusion, in-vivo maternal DH technique is a highly effective method for obtaining homozygous lines
Show more [+] Less [-]Foliar Application of Different Levels of Zinc and Boron on the Growth and Yield of Mungbean (Vigna radiate L.) Full text
2023
Mohammad Selim Reza Selim | Sourav Adhikary | Monjurul Alam Mondal | Kawsar Alam Nadim | Babul Akter
An experiment was conducted during Kharif-1 of 2022 at Bangladesh Institute of Nuclear Agriculture (BINA), Substation, Satkhira to know the effect of foliar application of micronutrients (zinc and boron) on the growth and yield of mungbean. There were three levels of zinc (Zn) (0.2%, 0.4%, 0.6%) and boron (B) (0.2%, 0.4%, 0.6%) along with a blanket dose of urea (35 kg ha-1, triple super phosphate (TSP) (80 kg ha-1), murite of potash (MoP) (40 kg ha-1) and Sulphur (60 kg ha-1). The growth and yield of mungbean was significantly affected by foliar application of different levels of Zn and B. Results revealed that foliar application of Zn at the rate of 0.6% and at the rate of B 0.6% along with recommended dose at 45 days after sowing increases the branches/plant, fresh weight (g), dry weight (g), chlorophyll content, flower/plant, pod/plant, seed/pod thereby increase seed yield. Therefore, the foliar spray of 0.6% Zn significantly increased and influenced 1000 seed weight (g), decreased days to flowering, increased number of seed/pod and yield ton/ha along with blanket dose of Urea, TSP, MoP, gypsum might be considered as suitable dose for mungbean production in southern region of Bangladesh.
Show more [+] Less [-]Extraction and Characterization of Forest Anchomanes (Anchomanes difformis (Bl.) ENGL.) Starch for Fuel Production Full text
2023
Adeosun Yetunde Mayowa | Adeoti Olusegun | Adeyanju Oluremi Opeyemi | Fatoye Abiodun Olaniyi | Ogunnaike Aderoju Funmilayo | Oyelayo Ajamu Oyedele
The use of cassava for fuel ethanol production in Nigeria is supported by the Nigerian Biofuel Policy and Incentives (NBPI) of 2007. Because of its food, feed and industrial value, the need to replace cassava with crops/plants that are food and feeds neutral has motivated this research. Starch was extracted from forest anchomanes (FA) (Anchomanes difformis (Bl.) ENGL.) tubers and some of its physicochemical and elemental properties were determined. At present, the plant is uncultivated in Nigeria and other parts of Africa where it is found. Results showed that the starch content in FA tubers varied from 72.12 to 75.83%. Starch granules from all parts of the FA tubers had similar proximate, antinutrients and elemental properties and appeared usable for fuel ethanol production. However, to suggest its potential to sustainably replace cassava, further investigations are needed beyond these initial results.
Show more [+] Less [-]Farmers’ Adaptation to Covid-19 Pandemic in Akwa Ibom State Full text
2023
Jemimah Timothy Ekanem | Godwin Edem Akpan
The study focused on how farming communities cope with the COVID-19 pandemic in Akwa Ibom State. Specifically, how farmers are affected by the pandemic, their coping strategies, contributions of extension service towards their adaptation, and the support they need to better adapt to the pandemic were examined. A multistage sampling procedure was used in selecting 300 respondents across the agricultural zones in the study area. Descriptive statistics were used to analyse data obtained from the respondents through a well-designed questionnaire. The majority of the respondents have experienced limited access to agricultural inputs (87.9%), limited access to the market (79.6%), unavailability of the labour force at critical times of agricultural production and harvesting (68.7%), health risk and fear (72.6%), increased transportation cost (87.4%), unavailability of facemasks and hand sanitizers (89.1%), dwindling and uncertain finances (92.4%). Majority of the farmers asserted that they had to rely more on the radio (87.6%), religious leaders (67.2%), community leaders (65.4%), and extension agents (45.3%) for COVID-19-related information. They depended more on herbs and traditional medications (72.4%) and had to trek long distances to market farm produce and get inputs (69.7%) to cope with the impact of the pandemic. Contributions from extension services reported by the respondents were majorly from text messages and phone calls. The majority of the respondents solicited regular assessment of COVID-19 impacts in their communities to identify other specific challenges and needs of farmers for a better and timely response.
Show more [+] Less [-]Profitability and Technical Efficiency Analysis of Rice Production in Quan’ Pan Local Government Area of Plateau State, Nigeria Full text
2023
Vihi Samuel Keghter | Makwin Francis Malel | Jesse Birma | Owa Grace Tijesu | Selzing Peter Musa | Ochelle Blessing | Mwolgwan Nandom
This study investigated how profitable and technically effective rice farming was in Quan’ Pan Local Government Area of Plateau State, Nigeria. Using a multistage sample method, 120 respondents were drawn. The study’s findings proved that the farmers were 40 years old on average. The men were higher in numbers constituting 81.0% of the study population. 83% of the people were married and a greater number (81%) of them had at least some form of formal education with a typical household size of 9 persons. Findings from the study also showed that the farmers owned an average of 2.0 hectares of farmland and had acquired an average farming experience of 12 years. For the most of them (78.0%), farming was their primary occupation. The result also demonstrated that 78.0% never accessed credit or bank loans for farming as majority (63%) of the respondents acquired their farmlands through inheritance. The entire cost (total cost) of farming operation/ha incurred by the farmers was 139733 while the average output obtained per hectare was 699kg at a prevailing market/selling price of 285/kg. The total revenue (TR) measured in naira value of 199, 215 was realized. Gross margin (GM) and net farm income (NFI) stood at 70932 and 59482 respectively. The return on investment (ROI) was 0.42 meaning that for every naira spent on rice production, a profit of 0.42 is made. Age, educational level, farm size, farming experience and extension contact all had positive direct relationship with net income from rice production at 1%. The rice growers’ mean technical efficiency score was 0.659. Major constraints to rice production were high fertilizer prices (72%), inadequate capital (53%), lack of improved seeds (47%). The research suggests that government should subsidize farming inputs like recommended fertilizer and herbicides so as to reduce the over bearing cost burden of these inputs on farmers. Financial institutions should make credit facilities available and affordable to the farmers.
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