• Title/Summary/Keyword: period of production

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Production of agricultural weather information by Deep Learning (심층신경망을 이용한 농업기상 정보 생산방법)

  • Yang, Miyeon;Yoon, Sanghoo
    • Journal of Digital Convergence
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    • v.16 no.12
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    • pp.293-299
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    • 2018
  • The weather has a lot of influence on the cultivation of crops. Weather information on agricultural crop cultivation areas is indispensable for efficient cultivation and management of agricultural crops. Despite the high demand for agricultural weather, research on this is in short supply. In this research, we deal with the production method of agricultural weather in Jeollanam-do, which is the main production area of onions through GloSea5 and deep learning. A deep neural network model using the sliding window method was used and utilized to train daily weather prediction for predicting the agricultural weather. RMSE and MAE are used for evaluating the accuracy of the model. The accuracy improves as the learning period increases, so we compare the prediction performance according to the learning period and the prediction period. As a result of the analysis, although the learning period and the prediction period are similar, there was a limit to reflect the trend according to the seasonal change. a modified deep layer neural network model was presented, that applying the difference between the predicted value and the observed value to the next day predicted value.

Effect of temporary weaning and creep feeding on calf growth and the reproductive efficiency of their Hereford dams

  • Cruz, R. Santa;De Barbieri, I.;Olmo, V. Morales;Montossi, F.;Vinoles, C.
    • Animal Bioscience
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    • v.35 no.10
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    • pp.1524-1534
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    • 2022
  • Objective: The objective was to test if creep feeding (CF) improves the average daily gain (ADG) and weaning weight of calves submitted to temporary weaning (TW) and if the combination of CF and TW improves conception and pregnancy rates of cows. Methods: Primiparous (n = 74) and primiparous and multiparous (n = 104) cows grazing native grasslands were used in experiment 1 and 2; respectively. The experimental design was in plots divided into complete random blocks with two replications. The CF was the big plot and TW the small plot, thus four experimental groups were formed: i) -CF-TW (n = 21 and 27); ii) -CF+TW (n = 16 and 24); iii) +CF-TW (n = 20 and 26); iv) +CF+TW (n = 17 and 27) with cow-calf pairs for experiments 1 and 2; respectively. Nose plate application for TW had a duration of 14 and 15 days for experiment 1 and 2: respectively. In experiment 1, calves were fed at 1% of live weight for 112 days using a commercial supplement with 18.4% crude protein. In experiment 2, the supplementation lasted 98 days, and was carried out with corn dried distillers grains with soluble (DDGS) at 40% of the potential intake on a daily basis. Results: The TW reduced ADG during the TW period and the following 14 days, but the negative effect of TW was maintained until the final weaning only in experiment 2. The CF increased ADG during TW period in both experiments. The TW promoted an earlier conception of the dams (12 days in -CF treatment and 19 days in +CF treatment, p<0.01) and CF increased pregnancy rate in experiment 1, being the effects not consistent between experiments. Conclusion: The CF consistently promoted an increase in ADG during the period of TW and increased final weaning weight of calves, therefore it is economically viable.

RESPONSES TO MONENSIN AND OESTRADIOL IN STEERS GRAZING TWO TROPICAL PASTURES IN N. E. QUEENSLAND

  • Jones, R.J.;Minson, D.J.
    • Asian-Australasian Journal of Animal Sciences
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    • v.3 no.3
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    • pp.183-186
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    • 1990
  • Monensin administered as a slow release capsule to Droughtmaster steers grazing mixed pastures containing Stylosanthes hamata or grass pastures fertilized with N, had no effect on growth rate over 111 day period. Monensin significantly increased the level of propionic acid (p<0.001) and decreased the level of butyric acid (p<0.01) in the rumen. The lack of response to monesin was partly attributed to the poor pasture conditions and growth rate of the steers during part of the experimental period. An implant of oestradiol improved growth rates during the period of poor forage quality and in the subsequent 56 days when pastures were of high quality following rain. Mean growth rates over the entire 157 days for control, monensin and monensin/oestradiol treatments were 0.37, 0.37 and 0.50 kg/d respectively. It was concluded that when pasture conditions are sufficient only for the maintenance of liveweight, production can be improved by an oestradiol implant but not by feeding an ionophore such as monensin.

Bottleneck Detection Based on Duration of Active Periods (생산 활동기간 기반 애로공정의 발견)

  • Kwon, Chi-Myung;Lim, Sanggyu
    • Journal of the Korea Society for Simulation
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    • v.22 no.3
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    • pp.35-41
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    • 2013
  • This paper applies an active period based bottleneck detection method to flow shop manufacturing system with limited buffer size. Manufacturing systems are constrained by one or more bottlenecks which degrades the system throughput. Conventional bottleneck detection methods include the waiting time or queue length of production stations and their utilization. Due to the random events such as production time of items, machine failure and repair times, the systems may change over time, and subsequently bottlenecks shift from one station to another station. Active period of working station may cause other stations to wait for productions. Information when and where active periods occur helps to find bottlenecks in production systems. Based on these informations, we predict bottlenecks in applying AweSim simulation language. We compare the simulation results of conventional methods with those obtained from duration of active period method, and duration ratio method of both sole and shift bottleneck periods. Even though simulation results are from simple flow shop model, they are quite promising for predicting bottlenecks of production stations. We hope this study aids in decision making regarding the improving system production yield and allocation of available resources of system.

Relationship Assessment on Amount of Irrigation Water & Productivity of Rice by Production Function (생산함수를 이용한 농업용수 관개량과 벼 생산성간 관계 평가)

  • Hur, Seung-Oh;Choi, Soonkun;Yeop, Sojin;Hong, Seong-Chang;Choi, Dongho
    • Korean Journal of Environmental Agriculture
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    • v.38 no.3
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    • pp.133-138
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    • 2019
  • BACKGROUND: Production function gives the equation that shows the relationship between the quantities of productive factors used and the amount of product obtained, and can answer a variety of questions. This study was carried out to evaluate the relationship between irrigation water used for rice production and rice productivity by the production function which shows the mathematical relation between input and output. METHODS AND RESULTS: The statistical data on rice production and on the amount of irrigation water were used for the production function analysis. The analysis period was separated for 1966-1981 and 1982-2011, based on goal's change on agriculture from 'increasing food' to 'complex farming'. The relation between irrigation and yield considering production function is a short-term production function both before and after 1982. These results can be expressed by the sigmoid relation. When comparing the graphs of the two analyzed periods, there are differences in quantity between the maximum point and the minimum point during the same analysis period, which can be called an 'Irrigation Effect' by the difference of irrigation, and 'Technical Effect' by the difference by inputs like as fertilizers etc. CONCLUSION: The results could be useful as information for assessing the relationship between agricultural water and the productivity of rice and predicting rice productivity by irrigation water in Korea.

Life table method of survival analysis using the automobile production period (Life table method을 이용한 자동차 생산기간의 생존분석)

  • Kim, Sung-Je;Cho, Jai-Rip
    • Proceedings of the Safety Management and Science Conference
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    • 2009.04a
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    • pp.531-539
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    • 2009
  • The environment of automobile industry in the world is rapidly changing. It is changing of high oil price, technology, environment and construction of competition by newly rising an economic district. Automobile company is focusing on three issue because they want to reinforce competition of automobile industry in the world. That is innovation of production profit management through quality management and Lean. Chance of success is separated in R&D, providing distribution, manufacture, distribution, selling in automobile industry. Emphasis on development process, distribution process, manufacture process, circulation and selling process for strengthening the competitiveness and guarantee. In this thesis, we try to analysis the data set period of automobile production by using survival analysis. While using mean comparison of general statistics commit mistakes, survival analysis can used for including censored data in order to heighten analysis efficiency.

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Effect of Parity and Season of Calving on Service Period in Nili Ravi Buffalo in Pakistan

  • Naqvi, A.N.
    • Asian-Australasian Journal of Animal Sciences
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    • v.13 no.3
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    • pp.287-291
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    • 2000
  • The study was based on 1921 service period records of Nili Ravi buffaloes maintained at six dairy farms in Pakistan during the period 1978 to 1994. The mean service period was $237.57{\pm}4.5$ days in the over all data. The highest mean service period ($393.59{\pm}16.18$ days) was at MDF Rawalpindi and the lowest ($199.15{\pm}14.35$ days) was at MDF Peshawar. The difference was significant p<0.001. Late maturing buffaloes showed significantly longer service period as compared to early maturing buffaloes. Parity and seasonal effects on Service Period were studied. There was an overall trend of reduction in the length of service period with the increase in parity. The mean ($287.54{\pm}6.89$ days) service period was (highest) in parity number one and lowest in parity number eight ($107.95{\pm}19.72$ days). The difference was highly significant. In overall data significantly lower service periods were seen in buffaloes calving in spring+winter as compared to summer+fall.

Long-Day Period Before Short-Day Treatment Affects the Vegetative Growth of Greenhouse-Grown Cut Chrysanthemum cv, Reagan Improved (단일처리전 장일처리 기간이 온실재배 스프레이 절화국의 영양생장에 미치는 영향)

  • 조경철;이정현;한태호;정순주;백철기
    • Journal of Bio-Environment Control
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    • v.11 no.4
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    • pp.205-216
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    • 2002
  • This study was conducted to examine the effect of long-day (LD) period before short-day (SD) treatment on the vegetative growth of greenhouse-grown cut chrysanthemum cv. Reagan Improved at Wageningen Agricultural University, The Netherlands. Rooted cuttings of cut chrysanthemum cv, Reagan Improved were transplanted on 6th, 13th, 20th of September and all of them were treated with LD before SD treatment on 27th of September, The periods from transplanting until final harvest were 70, 77, and 84 days for 1, 2, and 3 week-LD treatment, respectively. The final plant height increased in the plot of 3 week-LD period and decreased in the plot of 1 week-LD period before the SD treatment. Total fresh weight and the leaf area were increased more in the plot of 3 week-LD period than that of 1 week-LD period, but the absolute growth rate after SD treatment was the same on plant growth rate and increase of the number of leaves in all treatments. The final dry matter production (g.m$^{-2}$ ) was increased more in the plot of 3 week-LD period than that of 1, 2week-LD period before SD treatment. Plant height and fresh weight were followed by the condition of LD period. In addition, dry mass production was highest in 3 week-LD period.

History and Characteristics of Original Play of Yeonwoo Stage (연우무대 창작극의 변천과 특성)

  • Shin, Sa-Bin
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.47-60
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    • 2015
  • Original play of theatrical troupe Yeonwoo Stage has gone through history represented by (i) the development period of "research on play," (ii) the resistance/growth period of "play movement," (iii) the prime/segmentation period of "metaphor for reality," (iv) the crisis/transition period of "rediscovery of reality," and (v) the challenge/advancement period of the "active development of repertoire." "Collective creation" based on the singe-representative system was a solution to overcome difficult circumstances, crisis facing the theatrical troupe and the lack of resources in the development period and the resistance/growth period, "co-creation" based on the five-representative system, the two-representative system, the system of an operation committee consisting five members, etc. in the prime/segmentation period and the crisis/transition period, and "planning and production" based on the single-producer system in the challenge/advancement period. "Collective creation" system was operated by the entire theatrical troupe, which was led by a director; "co-creation" system was operated by performers, who were directed by a director (-playwriter); and "planning and production" system was operated both internally and externally and was led by a producer. During its long history of developing original play, Yeonwoo Stage has (i) expanded the scope of Korean-style narrative, (ii) succeeded collective creation culture to the next generation, (iii) followed the trend of the times, (iv) attempted to attract popular empathy.

Change on Milk Production of Lactating Women in Kwangwon Province during Lactation (강원도 일부지역 수유부의 기간별 모유분비량의 변화)

  • 이정실
    • Journal of Nutrition and Health
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    • v.29 no.10
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    • pp.1105-1111
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    • 1996
  • Breast milk production and factors related to milk production were examined by test-weighting method in the part of Kangwon Province longitudinally from 0.5 to 5 months of postpartum. Milk production of total mothers averaged 639, 789, 871, 843, 848 and 851g/day at 0.5, 1, 2, 3, 4 and 5 months of postpartum respectively. Mean Milk production of multiparae appeared significantly higher than those of primiparac. The number of feed per day showed decreasing trend from 9.6 to 8.4 during the lactation. Mature milk production had a correlation with transitional milk production and no correlation with infants weight at birth, gestational period and weight gain during pregnancy of mothers. The energy, protein and lipid consumption of total mothers had a positive correlation with breast milk production.

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