• 한국IT서비스학회지
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• 제22권4호
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• pp.97-110
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• 2023

In this study, we propose a technique to automatically generate transfer documents using sensor data from livestock manure transfer systems. The research involves analyzing sensor data and applying machine learning techniques to derive optimized outcomes for livestock manure transfer documents. By comparing and contrasting with existing documents, we present a method for automatic document generation. Specifically, we propose the utilization of Gradient Boosting, a machine learning algorithm. The objective of this research is to enhance the efficiency of livestock manure and liquid byproduct management. Currently, stakeholders including producers, transporters, and processors manually input data into the livestock manure transfer management system during the disposal of manure and liquid byproducts. This manual process consumes additional labor, leads to data inconsistency, and complicates the management of distribution and treatment. Therefore, the aim of this study is to leverage data to automatically generate transfer documents, thereby increasing the efficiency of livestock manure and liquid byproduct management. By utilizing sensor data from livestock manure and liquid byproduct transport vehicles and employing machine learning algorithms, we establish a system that automates the validation of transfer documents, reducing the burden on producers, transporters, and processors. This efficient management system is anticipated to create a transparent environment for the distribution and treatment of livestock manure and liquid byproducts.

• 한국축산시설환경학회지
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• 제19권2호
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• pp.163-168
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• 2013

Today, a desirable way to manage livestock manure is to activate its utilization as a resource. The production of high quality liquid fertilizer of livestock manure is very important because it increases the use of various liquid fertilizer. However, the result of mature evaluation with a maturity measuring instrument for liquid fertilizer showed that the deviation of concentration between liquid fertilizer did not bring into uniformity. The result is also making sure that quality management for liquid fertilizer is not smoothly made. Quality evaluation for compost and liquid fertilizer includes physical, biological, chemical and microbiological methods, but a chemical method is mainly being implemented due to fairness and field application. Therefore, this study figured out correlation in feces and urine through regression analysis of livestock manure and tried to create a research plan to carry out efficient quality analysis of managing livestock manure.

• 한국축산시설환경학회지
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• 제18권sup호
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• pp.7-12
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• 2012

To prevent the inappropriate treatment of livestock manure and induce the correct circulation of them into farmland, systematic monitoring and management by the treatment and circulation stage of livestock manure are required. The purpose of this study was to apply ubiquitous information communictation technology (u-ICT) to a livestock waste management system for better treatment by utilizing ubiquitous computing technology in the livestock sector. Elements and levels of applicable u-ICT technology for efficient livestock manure management were derived by analyzing previous researches. In addition, a conceptual diagram of an integrated management system was suggested by analyzing the existing liquid fertilization process.

• 한국유기농업학회지
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• 제15권4호
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• pp.377-398
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• 2007

The objectives of this thesis were to search for effective methods of the livestock manure management through analysis of the livestock manure management cost and prepare for cuts in greenhouse gases emission by applying CDM in the fields of livestock in 2013. In the situation where most farmhouses are disposing the pig manure by ocean disposal, it is urgent to make an alternative plan since ocean disposal will be prohibited from 2012. Biogasplant is being highlighted from the point that can produce heat and electricity by using methane generated when the manure is disposed, and that can produce barnyard manure and liquid manure. As biogasplant generates energy using methane, it will contribute to decreasing global warming with the effect of greenhouse gases reduction, and trading emission reductions through CDM will result in creating revenue.

• 한국물환경학회지
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• 제37권4호
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• pp.306-314
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• 2021

The application of organic fertilizer could be accompanied by potential hazards to soil and humans due to trace metals. Livestock manure compost·liquefied fertilizer is a well-established approach for the stabilization of nutrients and the reduction of pathogens and odors in manures, which can be evaluated as compost·liquefied. In this study, the livestock manure compost·liquefied fertilizers produced at 333 liquid manure public resource centers and liquid fertilizer distribution centers were collected from May to December 2019. The nutrient content (nitrogen, phosphorus, and potassium), physicochemical properties, and heavy metal content were investigated. The livestock manure compost·liquefied fertilizer was measured using a mechanical maturity measurement device. The organic matter, arsenic, cadmium, mercury, lead, chromium, copper, nickel, zinc, E. coli (O157:H7), Salmonella, etc. of the livestock manure compost·liquefied fertilizers were analyzed. The average heavy metal content in the livestock manure compost·liquefied fertilizer was as follows: Cr 2.9 mg/kg (0.2~8.7 mg/kg), Cu 20.4 mg/kg (1.6~74.1 mg/kg), Ni 1.3 mg/kg (0.4~4.2 mg/kg), and Zn 79.8 mg/kg (3.0~340.7 mg/kg). Although large-scale organic fertilizer plants and resources recycling centers produce good organic (liquid) fertilizers with proper components, it is necessary to standardize livestock manure compost·liquefied fertilizer in order to facilitate efforts to turn livestock manure into useful resources.

• 농업과학연구
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• 제43권3호
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• pp.424-431
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• 2016

The nutrients in livestock manure produced during fermentation processes in public livestock recycling centers are used as fertilizers. However, the large amounts of swine manure produced in intensive livestock farms can be a nonpoint source of pollution. In this experiment, we investigated the chemical properties, inorganic components, and heavy metal contents in 101 samples of liquid swine manure collected from 28 public livestock recycling centers throughout the nation. Results showed that the average pH of the samples was alkaline (pH range 5.18 to 9.54), and their maximum EC was $53.2dS\;m^{-1}$. The amounts of total nitrogen and total phosphorus were in the range of 1000 - 2000 and $200-800mg\;L^{-1}$ while potassium, which constituted 47% of the total inorganic ions recovered from the liquid swine manure, amounted to $1500mg\;L^{-1}$. The most distinctive heavy metals recovered from the liquid swine manure were copper and zinc although the amounts of both heavy metals were much lesser than those of the standards as livestock liquid fertilizer set by the Rural Development Administration. On the other hand, the amount of nitrogen decreased rapidly with an increasing fermentation period from immature to mature, assumed to be lost as volatile compounds, such as ammonia, which are the major odor components during the fermentation process.

• 유기물자원화
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• 제22권4호
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• pp.28-44
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• 2014

국내 경제성장에 힘입어 최근 30여 년 간에 걸쳐서 축산물 소비가 급격하게 늘어나고 있다. 이에 따라 국내 가축 규모는 전업화, 대형화 되는 추세에 있다. 가축 사육두수의 증가는 필연적으로 가축분뇨 발생량 증가를 초래하게 되었다. 농림축산 통계에 따르면 2013년 말 기준으로 약 47,235천 톤의 가축분뇨가 발생되었다. 이 분뇨를 처리하기 위해서 퇴비화, 액비화, 정화 그리고 혐기소화와 같은 다양한 가축분뇨 처리방법이 적용되고 있다. 가축분뇨를 퇴비화 처리 하는 시설에 있어서는 에스컬레이터식, 패들식, 스크루식 또는 로타리식 등의 4가지 종류의 교반시설이 적용되고 있다. 가축분뇨 액비화 시설의 경우에는 호기적 방법과 무산소적 방법 등의 2가지 시설이 운영되고 있다. 가축분뇨를 액비화하기 위해서 전국에 약 8천기에 달하는 액비화 시설이 설치, 운영되고 있다. 가축분뇨 정화처리 시설에서는 고액분리 처리, 2차 처리 그리고 고도 처리의 3가지 단계의 기술을 적용하고 있다. 2012년 말 기준으로 볼 때 혐기소화 처리방법에 의해서 처리된 돼지분뇨 슬러리는 약 21천 톤에 달한다. 가축분뇨 처리를 위해서 퇴비, 액비, 정화 시설, 혐기소화 시설 등을 선택함에 있어서 악취제거 효율을 높이는 것이 대단히 중요한 사안이 되었다. 본 연구에서는 국내에 설치된 가축분뇨처리 시설의 특징과 운영방식을 6년간에 걸친 시설 설치관련 서류 검토와 현장조사를 통하여 분석하였다.

• 한국물환경학회지
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• 제26권5호
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• pp.775-780
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• 2010

Over 90% of the livestock excretions were treated and utilized by land application in Korea. Excessive application of the livestock manure as fertilizer has been issued as a main pollutant source in groundwater and watersheds. This study was seasonally conducted to identify the discharging characteristics with a certain artificial rainfall intensity (13 mm/hr) in terms of surface runoff, groundwater, and soil residue mass depending on the livestock manure types. A experimental field was constructed with three different sites that pig liquid fertilizer (LF), cattle manure (CM), and standard (S). The pig liquid fertilizer of 1,200 L and cattle manure of 900 kg were sprayed on each site ($50m^2$). The standard area was firmly prevented from any other contaminants. In the LF site, farmland discharging rate (FDR) was computed as 0.006 in CODcr, 0.015 in TN, and 0.029 in TP, resulted from the mass balance among total injection mass, surface runoff and groundwater. In the CM site, 29% of the nitrogen and phosphorus in each were discharged to the surface, and 64% and 58% of them were remained in the farmland. Surface runoff rate of the CM was higher than that of the LF, resulted from the solid form of the CM.

• 환경영향평가
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• 제22권4호
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• pp.345-359
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• 2013

The Ministry of Environment established a plan for advancement of livestock manure management in July 2011 and finalized the "Comprehensive Measures for Advancement of Livestock Manure Management" in May 2012 complementing and strengthening the plan. In this process, it was necessary to investigate the status of discharge of livestock manure and its environmental impact, for example on rivers, groundwater, arable outflow water and soil. We investigated types of livestock husbandry, discharge of livestock manure, and production and use of organic fertilizers and presented the improvement measures of livestock manure management and organic fertilizer use. First, it is necessary to come up with measures to calculate appropriate density and numbers of livestock animals and prevent overcrowded breeding. Second, as many of the private livestock manure treatment facilities are out-dated and their long-term aerated reaction tanks are not regularly managed, it is necessary to find ways to improve those facilities through inspection and diagnosis. In addition, since existing public treatment facilities are designed to add clean water to belt filter press, additional water is needed. Therefore, it is necessary to improve belt filter press in order to decrease the extra water. Finally, although large-scale organic fertilizer plants and resources recycling centers produce good organic (liquid) fertilizers with proper components, it is necessary to establish standards for maturity of liquid fertilizers in order to facilitate efforts to turn livestock manure into resources.

• 한국초지조사료학회지
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• 제19권2호
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• pp.121-126
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• 1999

가축분 관리는 현재 낙농 및 양돈농가의 중요 관심사로, 본 연구는 액상분뇨의 N 함량을 기준으로 시용수준을 달리하여 시용했을 때 사초용 연맥(Avena sativa L.)의 사초수량 및 품질을 구명하고자 7처리(화학비료표준구 $120kg\;N\;ha^{-1}$, 소 액상분뇨구 120, 240, $360kg\;N\;ha^{-1}$ 돼지 액상분뇨구 120, 240, $360kg\;N\;ha^{-1}$)를 난괴법 3반복으로 배치하여 1997년 수원에서 수행하였다. 액상분뇨의 시용수준이 중가될 수록 사초용 연맥의 초장은 높았으나, 건물 함량은 떨어졌다. 사초용 연맥의 건물 수량은 액상분뇨의 시용수준간에 유의적인 차이를 보였다(P<0.05) 조단백질 함량은 14.7에서 24.1% 였으며(P<0.05), 조단백질 수량은 돼지액상분뇨 $360kg\;N\;ha^{-1}$ 구>소 액상분뇨 $360kg\;N\;ha^{-1}$구>돼지 액상분뇨 $240kg\;N\;ha^{-1}$구 순이었다(P<0.05). ADF 함량은 소 액상분뇨구가 돼지 액상분뇨구에 비해 약간 높았고(P<0.05), NDF 함량은 소 액상분뇨구가 돼지 액상분뇨구에 비해 낮았다(P<0.05). 소 액상분뇨구의 상대사료가치(RFV)는 돼지 액상분뇨구와 비교하여 액상분뇨의 시용량이 증가됨에 따라 낮아졌다. 본 연구결과에 의하면 액상분뇨의 N 시용수준이 증가됨에 따라 사초수량도 증가된 것을 볼 수 있었다.