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Determining The Effect of Some Mechanical Properties on Color Maturity of Tomato With K-Star, Random Forest and Decision Tree (C4.5) Classification Algorithms
2015
Hande Küçükönder | Kubilay Kazım Vursavuş | Fatih Üçkardeş
This study was conducted in order to determine the effect of the mechanical properties such as maximum force at the skin rupture point, energy at the skin rupture point and the skin firmness on color maturity of tomato by supervised learning algorithms of data mining. In the present study, a total of 88 tomato samples were used, and color measurements for each tomato in 4 different equatorial regions were performed and a total of 352 color measurement units were used. In the classification processes performed according to these mechanical properties, K-Star, Random Forest and Decision Tree (C4.5) algorithms of data mining were utilized, and in the comparison of comprising classification models, Root Mean Square Error (RMSE), Mean absolute error (MAE), Root relative squared error (RRSE) and Relative absolute error (RAE) values, which are some of the criteria of error variance, were considered to be low, while the classification accuracy rate was considered to be high. As a result of the comparison made, the classification model formed according to K-Star instance-based algorithm [MAE: 0.004, RMSE: 0.006, %RAE: 1.73, %RRSE: 1.70] has been found to be a better classifier compared to the others. With the classification made according to K-Star algorithm, the maximum force at the skin rupture point on the degree of maturity of tomato and the skin firmness were found to be green, light red, and their effects are non-significant during the color conversion periods, and found significant during other periods while the energy at the skin rupture point is only pink and has been to be significant during the color conversion stages and non-significant during other stages.
Afficher plus [+] Moins [-]Assessment of Bioactivity of Cinnamomum tamala (Buch.-Ham.)
2014
Sukumar Dandapat | Manoj Kumar | Monoranjan Prasad Sinha
Bioactivity of medicinal plants is due to presence of various kinds of primary and secondary metabolites. Among studied phytochemicals polyphenol was in higher quantity (16.7 ± 0.7 g/100g). Antipathogenic efficacy of C. tamala has been tested against, S. typhi (MTCC 3216), P. aeruginosa (MTCC 7837), S. aureus (MTCC 3160), P. mirabilis (MTCC 1249) and B. subtilis (MTCC 736) by agar diffusion method and broth dilution methodand all the strains were affected by methanolic and aqueous leaf extracts of C. tamala. The minimum inhibitory concentration (MIC) values in agar diffusion method were 1.25mg-5mg and 2.5mg-5mg for methanolic and aqueous leaf extracts respectively. Complete inhibition was observed in broth dilution method at1.25mg/mL-9mg/mL and 1mg/mL-13mg/mL concentration of methanolic and aqueous extracts respectively. The leaf extracts did not show cytotoxic at 0.2mg.mL- 1mg/mL concentration of aqueous leaf extract but showed haemolysis at 1mg/mL concentration of metanolic leaf extract of C. tamala. C. tamala leaves showed high nutritional values (143.5 ± 0.5 Kcal/100g). The nutritional components like protein, fats, carbohydrates and edible fibres were 6 ± 0.5, 8.5 ± 1.8, 9.5 ± 0.5 and 30.5 ± 0.6 g/100g respectively. Therefore it can be concluded that leaf extract of C. tamala can be used safely against above mentioned human pathogens and for the preparation of new pharmaceutical drug.
Afficher plus [+] Moins [-]Investigations of Pet Animal Breeding Trends in Sivas
2014
Yusuf Ziya Oğrak | Abdulkadir Türkmen | Cumhur Yılmaz
The aim of the study was to determine the present situation and future trends of pet which a member of our home in central Anatolian city of Sivas. For this purpose, 100 people (73 male, 27 female) used with face to face interviews in the questionnaire aged 18-72 (mean 32.25), monthly income changed 400-5000 Turkish Liras (average 1841) and, 16 questions except for personal information were asked to participants. Participants, 51% graduated the university, 46% married, 82% lived in apartments, and 64% of the occupied own houses or belonging to their family have been identified. According to the findings, any breeders of pet in the house in Sivas rate were 31%. and, the people's income level , gender , age , marital status , educational level , having a child and the seat of the house with a garden and the lack of this on the ratio statistically not significant was observed. Highest percentage pet in species of breeding animals was the bird and, 48.4% of those pet owners did not go to the veterinarian at all and, 24.6% of non-animal’s previously had a bad incident with animals that have been identified. As a result, in terms of veterinary importance will increase day by day with pet animal breeding priorities for the further dissemination of the determination of the current situation and problems are seen to be important and, larger-scale research to be done will be helpful.
Afficher plus [+] Moins [-]The Effect of Essential Oils on Staphylococcus aureus
2014
Seda Ozdikmenli | Nukhet Nilüfer Zorba
Diseases caused by Staphylococcus aureus are widespread through the world in spite of developing technology. S. aureus is an important pathogen causing food intoxications besides hospital infections by its antibiotic resistant strains. Nowadays, there has been worldwide increasing concern on usage of natural products to control microorganisms. One of these natural products is essential oils. They are produced from plants especially from spices and composed of many components and volatiles. This review summarizes informative literature on essential oils and their mode of antimicrobial action. In addition, current knowledge on in vitro researches on antibacterial activity of essential oils and food applications to control S. aureus has been discussed.
Afficher plus [+] Moins [-]Parasitological and Pathological Investigations on Linguatula serrata nymphs in Mesenteric Lymph Nodes in Sheep In Konya Region in Turkey
2014
Osman Selçuk Aldemir | Meral Aydenizöz | Özlem Ateşoğlu
In this study was aimed to investigate spread and pathological findings of Linguatula serrata nymphs in mesenteric lymph nodes (MLNs) in sheep. A total of 1000 MLNs from 140 sheep (125 male and 15 female) were collected from a commercial (Konet) abattoir. Fourteen of 140 sheep (10%) were infested with nymph stages of L. serrata.Infested lymph nodes were swollen, firm, edematous, many yellowish-white pinpoint and with congestion. In histopathological examinations, these nodules were consist of one or more nymphal stages of L. serrata and these were surrounded by infiltration mononuclear cells and neutrophyl leucocyte. Lymphoid follicules were hyperplastic and sinus catarrh was also observed in medulla.
Afficher plus [+] Moins [-]The Mastitis Case in Water Buffalo
2014
Aziz Şahin | Arda Yıldırım
Mastitis is an important disease which causes economic losses in the water buffalo breeding. According to severity, duration and primary, mastitis is generally classified as clinical and subclinical. Because of contamination from other animals in the herd, subclinical mastitis is a important dairy herd problem. However, clinical mastitis is a clinical case created by deformation of udder gland and decreasing milk yield. Staphylococcus aureus, Escherichia coli, Streptococcus agalactia and Streptococcus dysgalactia are in clinical mastitis, but Escherichia coli, Staphylococcus aureus, Pseudomonas, Streptococcus agalactia and Streptococcus dysgalactia are the most common isolated microorganisms in subclinical mastitis. Due to mastitis caused by these microorganisms in Water Buffalo, abnormality in the structure of milk are observed, and it causes economic losses to farmers from reduced production. Therefore, the detection of effective factors on mastitis and taking of the necessary precautions are very important. In this review, mastitis case in water Buffalo and its effects were discussed.
Afficher plus [+] Moins [-]Determining Yield and Fruit Quality Traits of Henderson Grapefruit and Some Pomelo (Shaddock) Varieties under Adana Ecological Conditions
2014
Berken Çimen | Meral İncesu | Turgut Yeşiloğlu | Bilge Yılmaz
Pomelo [Citrus grandis (L.) Osbeck] has the largest fruit size among citrus species. There are several cultivars for pomelo species which is sensitive to low temperatures thus its cultivation is possible in relatively preserved areas in subtropical regions. The interest to pomelo production has increased due to several reasons such as, its has a little or no bitterness in fruit flesh conversaly to grapefruit, avaibility of pigmented varieties, high concentration of vitamin C, total phenolics and carotenoids in fruit flesh, as well as its efficiency in destroying free radicals such as superoxide anion and hydrogen peroxide. Several pomelo varieties have been introduced to Turkey and adaptation studies have been established. In the present study, Reinking, Pomelo WN, Kao Panne and Citrus hassaku which is a spontaneous hybrid between pomelo and mandarin were investigated in terms of fruit yield and pomological characteristics. In addition, Henderson grapefruit was included in this study in order to obtain a comparasion between pomelo and grapefruit. A large variation was observed in fruit yield of cultivars established in 2011 and 2012. In 2011, the highest yield was determined in Henderson whereas it was obtained from Citrus hassaku in 2012. Pomelo varieties yielded between 5-60 kg fruit per tree and 8.6-50 kg fruit per tree in 2011 and 2012, respectively. In terms of pomological traits, Citrus hassaku had the highest fruit weight; Pink, Kao Panne and Reinking pomelos had the highest peel thickness and Pomelo WN yielded the highest TSS/TA ratio.
Afficher plus [+] Moins [-]Genetic Diversity of Some Tomato Cultivars and Breeding Lines Commonly Used in Pakistani Breeding Program
2014
Muhammad Azhar Shah | Azeem Iqbal Khan | Faisal Saeed Awan | Hafeez Ahmed Sadaqat | Sultan Bahadur | Aamir Rasheed | Faheem Shehzad Baloch
Genetic diversity present in gene pool is an important determination for breeding programs, and characterization is useful of building crop plant collections primarily based on the knowledge of the presence of valuable genes and traits. Developing successful varieties for increasing the future yield and quality of tomato depend mainly on the genetic diversity of parents used in the breeding program. Molecular characterization of 21 tomato genotypes used in in Pakistani breeding program was studied using random amplified polymorphic DNA (RAPD) markers. Total 102 bands were amplified among 21 genotypes using 20 RAPD primers. Overall 73.5% polymorphism was shown as 75 out of 102 loci were polymorphic. High degree of divergence between varieties was indicated by low level of monomorphic bands. The number of PCR products per primer varied from 2-8 with an average of 5.1 bands per primer. Primer GL J-20 and GL C-09 produced maximum number of bands whereas the primers GL A-09 produced the lowest. The polymorphism per RAPD primer ranged from 50% to 100% with an average of 73.5%. The accumulative analysis of amplified products generated by RAPD’s was enough to assess the genetic diversity among the genotypes. The information would be helpful for formulating future breeding and genome mapping programs. This study will also work as an indicator for tomato breeders to evolve varieties with genetic diverse back ground to achieve sustainability in tomato production in the country.
Afficher plus [+] Moins [-]Production, Composition, and Health Effects of Oolong Tea
2014
İlkay Koca | Şeyda Bostancı
Tea, one of the most widely consumed beverages in the world, is produced from the leaves of the plant Camellia sinensis L.. Tea has important physiological properties and potential health benefits due to the presence of compounds such as polyphenols, amino acids, vitamins, carbohydrates, caffeine, and purine alkaloids. Tea is produced in three types as green tea (unfermented), oolong tea (partially fermented), and black tea (fully fermented). Black tea is consumed worldwide, whereas green and oolong teas are consumed mainly in Asia and North Africa. The total tea production in the world consists of about 78% black tea, 20% green tea and
Afficher plus [+] Moins [-]Impacts of the Climate Change on Agricultural Food Security, Traditional Knowledge and Agroecology
2014
Murat Türkeş
This paper focuses mainly on both impacts of the climate change on agriculture and food security, and multidisciplinary scientific assessment and recommendations for sustainable agro ecological solutions including traditional knowledge responding to these impacts. The climate change will very likely affect four key dimensions of the food security including availability, accessibility, utilization and sustainability of the food, due to close linkage between food and water security and climate change. In one of the most comprehensive model studies simulating impacts of global climate change on agriculture to date, it was estimated that by 2080, in a business-as-usual scenario, climate change will reduce the potential output of global agriculture by more than 3.2 per cent. Furthermore, developing countries will suffer the most with a potential 9.1 per cent decline in agricultural output, for example with a considerable decrease of 16.6 per cent in Africa. Some comprehensive studies pointed out also that all regions may experience significant decreases in crop yields as well as significant increases, depending on emission scenarios and the assumptions on effectiveness of carbon dioxide (CO2) fertilization. One of the tools that would ensure the food security by making use of local sources and traditional knowledge is agroecology. Agroecology would contribute to mitigation of the anthropogenic climate change and cooling down the Earth’s increasing surface and lower atmospheric air temperatures, because it is mainly labour-intensive and requires little uses of fossil fuels, energy and artificial fertilisers. It is also necessary to understand the ecological mechanisms underlying sustainability of traditional farming systems, and to translate them into ecological principles that make locally available and appropriate approaches and techniques applicable to a large number of farmers.
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