• 제목/요약/키워드: Seasonal Use

검색결과 463건 처리시간 0.028초

Lactation milk yield prediction in primiparous cows on a farm using the seasonal auto-regressive integrated moving average model, nonlinear autoregressive exogenous artificial neural networks and Wood's model

  • Grzesiak, Wilhelm;Zaborski, Daniel;Szatkowska, Iwona;Krolaczyk, Katarzyna
    • Animal Bioscience
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    • 제34권4호
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    • pp.770-782
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    • 2021
  • Objective: The aim of the present study was to compare the effectiveness of three approaches (the seasonal auto-regressive integrated moving average [SARIMA] model, the nonlinear autoregressive exogenous [NARX] artificial neural networks and Wood's model) to the prediction of milk yield during lactation. Methods: The dataset comprised monthly test-day records from 965 Polish Holstein-Friesian Black-and-White primiparous cows. The milk yields from cows in their first lactation (from 5 to 305 days in milk) were used. Each lactation was divided into ten lactation stages of approximately 30 days. Two age groups and four calving seasons were distinguished. The records collected between 2009 and 2015 were used for model fitting and those from 2016 for the verification of predictive performance. Results: No significant differences between the predicted and the real values were found. The predictions generated by SARIMA were slightly more accurate, although they did not differ significantly from those produced by the NARX and Wood's models. SARIMA had a slightly better performance, especially in the initial periods, whereas the NARX and Wood's models in the later ones. Conclusion: The use of SARIMA was more time-consuming than that of NARX and Wood's model. The application of the SARIMA, NARX and Wood's models (after their implementation in a user-friendly software) may allow farmers to estimate milk yield of cows that begin production for the first time.

소규모 고도 수처리 기술 -가정용 정수시스템 중심으로-

  • 성경학;조봉연;박호완
    • 한국막학회:학술대회논문집
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    • 한국막학회 1997년도 제5회 하계 Workshop (97 한,카 국제공동 Workshop, 고도 수처리를 위한 막분리 공정)
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    • pp.207-231
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    • 1997
  • The use household water purifier is continuously increasing due to the distrust of the piped, rap water, which may be caused by the deterioration of water quality and water supply facilities in Korea. The water purifier distributing in the domestic market is the membrane type that composes of membrane as a basic filter, sediment filter as a prefilter and activated carbon filter instead of one purifying water system. The membrane type using as a water cleaning system is mainly the method of micro filtration(NIF) as well as ultra filtration(UF) and reverse osmosis(RO). The types of MF and UF are using to remove suspended solids and virus, and RO is using to remove ionic compound in chemical organic compounds. At the beginning the household water purifier was imported as end-product or assembled by only importing module from small businesses in Korea. Therefore, people was hard to confide in the product quality because the sales policy and management of water purifier by small business were not effectively organized. However, the defects of water purifier having up to now ate improving by the efforts of special branches of water purifier and large enterprises, and new great products are developing and producing. To develop the best quality product of water purifier in Korea, it should be considered seasonal water characteristrics rather than any other condition. For example, the water purifier can be affected by the water temperature change, increase of suspended solids in the rainy season and inflow of raw water having concentration in a dry season. The subject we have to investigate in the future is to develop the water purifying system adaptable in Korea which can treat the water quality using close analyses of local and seasonal water characteristics.

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A Study of Feeding Methods in Five Species of Herons and Egrets in Korea

  • Choi, Yu-Seong;Kwon, In-Ki;Yoo, Jeong-Chil
    • Journal of Ecology and Environment
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    • 제31권2호
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    • pp.147-151
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    • 2008
  • Feeding methods of five species of herons and egrets were studied in an agricultural landscape in Asan city, Chungcheongnam-do, Korea in 2006. Grey herons primarily hunted while standing, whereas great egrets fed while walking slowly. Two smaller species, little and cattle egrets, were active foragers, feeding both while walking quickly and walking slowly. Little egrets were the only species using the foot stirring method. The medium-sized heron, intermediate egrets, foraged mainly while walking slowly or leaning. For grey herons, great egrets and little egrets, the frequency of use of different feeding methods was different between habitats: these species used the leaning method more frequently in rice fields than in reservoirs and ditches. Also, most herons (all species other than great egrets) showed seasonal changes in their feeding methods that are related to changes in habitat condition.

식재 설계 지원 CAD 프로그램 개발 (The development of CAD progtram supporting planting design)

  • 윤홍범;김우성
    • 한국조경학회지
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    • 제23권4호
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    • pp.20-27
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    • 1996
  • The main purpose of this research is to develop a program supporting landscape planting design on AutoCAD basis using AutoLISP and DCL language. Current CAD use in landscape architecture field is mainly focused on customizing plant symbols for supporting two dimensional drafting rather than three dimensional consideration. This program is composed of eight module a such as PLANT module for inserting plant symbols, LABEL module for labeling task, SIMULATION module for simulating plant growth and seasonal color variation, TABLE module for generating plant table automatically, BUILDING module, BLOCK module, UTILITY module for deleting, transforming, shading symbols and DB MANAGER module for manipulating data. Design automation ability using automatic object recognition technique in this program allows AutoCAD to be used as a design tool in addition to its main role as a drafting tool through supporting landscape designers to generate many alternatives in the early phase of design.

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Analysis of Time Data in Japanese Astronomical Almanacs of 1885-1943

  • Lee, Ki-Won;Choi, Go-Eun;Ahn, Young-Sook
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
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    • 한국우주과학회 2011년도 한국우주과학회보 제20권1호
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    • pp.19.4-20
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    • 2011
  • In this paper, we analyze time data (i.e., new moon time, sunrise and sunset times, twenty-four seasonal subdivision times, and so forth) in the Japanese astronomical almanacs between 1885 and 1943. During this period, two types of astronomical almanacs were published in Japan; Honreki (本曆; Formal Almanac) and its simplified version, Ryakuhonreki (略本曆). We use mainly the latter almanac for analyzing the time data. It is also known that Japan introduced the Gregorian calendar in 1873, adopted the standard meridian of $135^{\circ}E$ in 1888, and used Tokyo Observatory (東京天文臺; $139^{\circ}$ 44' 30" E and $35^{\circ}$ 39' 15" N) as the reference position of time data since 1891. We verify those facts and investigate the accuracy of time data in Japanese almanacs by comparing the data with the results of modern calculations. In this study, we present our findings.

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수원지방의 확율과우일수를 이용한 기대증발산량의 산정 (Probable Evapotranspiration of Paddy Rice using Dry Day Index)

  • 정하우;박성우;김성준
    • 한국농공학회지
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    • 제31권4호
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    • pp.81-89
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    • 1989
  • This study is to determine seasonal consumptive use of water of a design year during growing period (June-September) for paddy rice in Suwon. To obtain Dry flay Index which is defined as the number of probable dry days occurring at a design year, Slade Partly Un- symmetrical Distribution Function was adopted. Dry Day Index was analysed with 5, 10 and 30 day-term. And each of them was evaluated with recurrence intervals of 1, 3, 5, 10 and 20 year using 49 years daily rainfall data('35-'83). Their singnificance were tested at 1% level by X$^2$ test. On the basis of these values, Probable Evapotranspiration (ET) which is the daily average ET for the sum of both ET on dry days and ET on rainy days were esti- mated using 5 years daily actual ET data(' 82-' 86). Their Crop Coefficients were also de- termined by the modified Penman equation(1977) proposed by Doorenbos & Pruitt.

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빈도분석에 의한 댐의 누가월유입량 산정 (Estimation of Cumulative Monthly Inflow of Dam Using Frequency Analysis)

  • 맹승진;이현규
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2007년도 추계 종합학술대회 논문집
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    • pp.755-758
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    • 2007
  • 이상기후에 대응하고 수자원의 사용상황, 갈수의 발생빈도, 지속기간에 따라 안정적인 용수 공급을 목표로, 본 연구에서는 다목적댐 운영에 있어서 갈수에 대한 수문자료의 특정 확률분포형 적용에 대한 이론적 근거 및 빈도분석의 신뢰성을 부여하고 지속적인 분석의 효율성을 기하기 위하여 프로그램 개발을 통한 분석방법의 공식화를 꾀하고자 한다.

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PREDICTION OF UNMEASURED PET DATA USING SPATIAL INTERPOLATION METHODS IN AGRICULTURAL REGION

  • Ju-Young;Krishinamurshy Ganeshi
    • Water Engineering Research
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    • 제5권3호
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    • pp.123-131
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    • 2004
  • This paper describes the use of spatial interpolation for estimating seasonal crop potential evapotranspiration (PET) and irrigation water requirement in unmeasured evaporation gage stations within Edwards Aquifer, Texas using GIS. The Edwards Aquifer area has insufficient data with short observed records and rare gage stations, then, the investigation of data for determining of irrigation water requirement is difficult. This research shows that spatial interpolation techniques can be used for creating more accurate PET data in unmeasured region, because PET data are important parameter to estimate irrigation water requirement. Recently, many researchers are investigating intensively these techniques based upon mathematical and statistical theories. Especially, three techniques have well been used: Inverse Distance Weighting (IDW), spline, and kriging (simple, ordinary and universal). In conclusion, the result of this study (Table 1) shows the kriging interpolation technique is found to be the best method for prediction of unmeasured PET in Edwards aquifer, Texas.

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네덜란드 유산양 산업과 치즈생산 목장 Stroese Dame (Introduction to the Dutch Goat Industry and a Cheese Making Farm)

  • 함준상
    • Journal of Dairy Science and Biotechnology
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    • 제33권1호
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    • pp.69-73
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    • 2015
  • The world is presently facing key challenges due to the population explosion, shortages in renewable sources of energy, and environmental problems. One important aspect of ecological intensification is the use and improvement of marginal lands and spaces often ignored, until now. Goats are known to be well adapted to scrubs, forage trees, and rangelands. Goats could contribute marginally, but significantly, to the growing demand for meat without using arable lands. Since 2000, there were 752 million goats globally, and goat livestock increased by 26.8% in 2010, accounting for 954 million heads. Goats are widespread due to their high adaptability to different environmental conditions and nutritional regimes, high productivity, and low maintenance cost. A significant growth in goat number was noticed in the period 2000~2010 in the Netherlands (+113.83%), in spite of the 9.75% decrease in EU-27. A cheese making goat farm in the Netherlands showed how it can survive in the one fifth size of the average. It may be a good model for the Korean goat industry since it uses seasonal breeding and results in reduced "goaty" flavor in the cheese.

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연안해역에서 잔차류의 Robust진단 model에 관한 연구 (A study of Robust Diagnostic Model of residual current in coastal sea)

  • 신문섭;홍성근
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 1996년도 학술발표회 논문집
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    • pp.683-688
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    • 1996
  • 우리나라 서해안 해역에서의 유동은 조류, 조석잔차류, 밀도류, 취송류가 탁월하여 서해안 연안 해역의 수온, 염분 분포는 기본적으로 이러한 유동장에 의하여 지배되고 있다. 따라서 연안 해역의 물질의 분산, 어류의 난치어들과 같은 생물의 이동분산을 예측하려면 우선 유동,수온, 염분분포 등 물리요소의 분포를 정량적으로 재현할 수 있는 수치 Model의 작성이 요구된다. 본 연구에서는 새만금간척사업에 따른 전북 연안 해역의 조류, 조석잔차류, 밀도류, 취송류 등의 유동 변화는 수산자원의 재생과 자원관리, 평가 등 자원 변동의 기구를 명확히 하기 위하여 중요하다고 판단되어 전북 연안 해역의 조류, 조석잔차류, 밀도류, 취송류 등이 포함된 잔차류의 특성을 알아보고자 한다.

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