• 제목/요약/키워드: Non-point Source

검색결과 716건 처리시간 0.027초

UAV와 딥러닝을 활용한 야적퇴비 탐지 및 관리등급 산정 (Detection and Grading of Compost Heap Using UAV and Deep Learning)

  • 박미소;김흥민;김영민;박수호;김탁영;장선웅
    • 대한원격탐사학회지
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    • 제40권1호
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    • pp.33-43
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    • 2024
  • 본 연구는 비점오염원 중 하나인 야적퇴비의 효율적인 탐지를 위해 You Only Look Once (YOLO)v8 모델과 DeepLabv3+ 모델의 적용 가능성을 평가하였다. 무인항공기(Unmanned Aerial Vehicle, UAV)를 이용하여 수집된 고해상도 영상을 바탕으로, 두 모델의 정량적 및 정성적 성능을 비교 분석하였다. 정량적 평가에서 YOLOv8 모델은 다양한 지표에서 우수한 성능을 나타내며, 특히 야적퇴비의 덮개 유무를 정확하게 식별할 수 있는 능력을 보였다. 이러한 결과는 YOLOv8 모델이 야적퇴비의 정밀한 탐지 및 분류에 효과적임을 시사하며, 이를 바탕으로 야적퇴비의 관리 등급을 산정하고 비점오염원 관리에 기여할 수 있는 새로운 접근 방법을 제공한다. 본 연구는 UAV와 딥러닝 기술을 활용한 야적퇴비 탐지 및 관리가 기존 현장 조사 방식의 한계를 극복하며 정확하고 효율적인 비점오염원 관리 전략 수립 및 수계환경 보호에 기여할 것으로 기대된다.

현대건축의 색채구조를 적용한 공간해석에 관한 연구 (A Study on the Space interpretation by Application of Color Structure in Contemporary Architecture)

  • 김선영
    • 한국실내디자인학회논문집
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    • 제20권3호
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    • pp.152-160
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    • 2011
  • Contemporary architecture pursues new method of Interpretation of Non-linear space as digital media appears. As various materials and new methods can be used due to developments in science and expansion of thinking, contemporary architectural color developed extensive possibilities. It means not only the change of drawings, method of architectural product and materials but also the change of value system for architectural space. Thus the purpose of this paper is to suggest interpretation of space applied by color structure, and this point of view was based on the three elements of color perception which are light source, reflector, and observer. According to this categorization, architectural color of exterior color, layer color and interaction color are explained via examples of colors recently used on the contemporary architectures. In summary, contemporary architecture can be explained by Non-construction space interpretation for intrinsic complex meanings. Therefore, it can be explained as moving space, collage, by picturesque space, moving blur color and emptiness of color. This pursues various point of views for space interpretation, therefore it can be developed to the identity of strengthening architectures' design concept.

열전도 해석을 위한 한 방법 (A method for analyzing heat conduction)

  • 서승일;장창두
    • Journal of Welding and Joining
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    • 제8권2호
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    • pp.53-57
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    • 1990
  • Analytic solutions of heat conduction during welding which were first found by Resenthal have some restrictions. One of these is that models to which analytic solutions can be applied must have simple geometric shape, and another is that quasi-stationary state must be created. On the other hand, computational methods developed recently with the aid of the computer can overcome these shortcomings, but the methods raise problems from economic point of view when they are applied to 3 dimensional problems. Taking account of these problems, a new method combinig the analytic method with the computational one is proposed. This method can be ued in weldments with complicated geometric shape in non-stationary state, but with the aid of the analytic method can reduce the computing time.

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GIS를 응용한 주암 상수원수계의 오염원 DB 구축과 수질관리 생태계모형 (Pollutant Source Database and Water Quality Managemen Ecosystem Model for Juam Reservoir Watershed Using GIS)

  • 양홍모;권유리
    • 한국환경생태학회지
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    • 제13권3호
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    • pp.209-219
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    • 1999
  • 주암호는 전라남도와 광주광역시에 약 1,180,000톤/일의 생활용수와 공업용수를 공급하는 상수원이다. 상수원수계의 생활하수, 축산폐수, 숙박업소, 식당 등 점오염원과 주거지, 농경지, 산림지역에서 우수와 함께 유출되는 비점오염원으로부터 발생하는 오염부하량으로 이들 상수원의 수질은 점점 악화되어 3급수로 전락할 우려가 높아지고 있다. 이들 상수원의 수질관리에 있어 중요한 인자의 파악과 인자들간 상호작용의 이해를 용이하게 해주는 수계수질관리 부분생태계모형을 제시하였으며 지리정보체계를 응용하여 수계의 점오염원과 비점오염원을 데이터베이스화하는 방법, 오염부하량 산출방법, 점원 및 비점오염원의 공간분석, 상수원 보호구역으로부터 완충구역분석, 위성자료 분석을통한 상수원 수계 토지이용분석과 비점오염원 부하량산출 응용 방법등을 연구하였다 분석결과 주암호수계의 BOD 부하량은 주거지. 생활하수, 축산폐수, 경작지, 식당이 차지하는 비율이 높으며 총질소 부하량은 경작지, 산림, 생활하수, 추간폐수가 높으며 그리고 총인 부하량은 생활하수, 축산폐수, 경작지가 높은 것으로 나타났다. 점오염원인 생활하수, 축산폐수, 식당 뿐만 아니라 비점오염원인 경작지도 수질오염에 상당한 영향을 미치고 있다.

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Quantitative Assessment of Nonpoint Source Load in Nakdong River Basin

  • Kwon, Heon-Gak;Lee, Jae-Woon;Yi, Youn-Jeong;Cheon, Se-Uk
    • 한국환경과학회지
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    • 제23권1호
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    • pp.7-23
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    • 2014
  • This study estimates unit for the nonpoint source(NPS), classified according to the existing Level-1(large scale) land cover map, by monitoring the measurement results from each Level-2(medium scale) land cover map, and verifies the applicability by comparison with previously calculated units using the Level-1 land cover map. The NPS pollutant loading for a basin is evaluated by applying the NPS pollutant unit to Dongcheon basin using the Level-2 land cover map. In addition, the BASINS/HSPF(Better Assessment Science Integrating point & Non-point Sources/Hydrological Simulation Program-Fortran) model is used to evaluate the reliability of the NPS pollutant loading computation by comparing the loading during precipitation in the Dongcheon basin. The NPS pollutant unit for the Level-2 land cover map is computed based on precipitation measured by the Sangju observatory in the Nakdong River basin. Finally, the feasibility of the NPS pollutant loading computation using a BASINS/HSPF model is evaluated by comparing and analyzing the NPS pollutant loading when estimated unit using the Level-2 land cover map and simulated using the BASINS/HSPF models.

Source Identification of Nitrate contamination in Groundwater of an Agricultural Site, Jeungpyeong, Korea

  • 전성천;이강근;배광옥;정형재
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 총회 및 춘계학술발표회
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    • pp.63-66
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    • 2003
  • This study applied a hydrogeological field survey and isotope investigation to identify source locations and delineate pathways of groundwater contamination by nitrogen compounds. The infiltration and recharge processes were analyzed with groundwater-level fluctuation data and oxygen-hydrogen stable isotope data. The groundwater flow pattern was investigated through groundwater flow modeling and spatial and temporal variation of oxygen isotope data. Based on the flow analysis and nitrogen isotope data, source types of nitrate contamination in groundwater are identified. Groundwater recharge largely occurs in spring and summer due to precipitation or irrigation water in rice fields. Based on oxygen isotope data and cross-correlation between precipitation and groundwater level changes, groundwater recharge was found to be mainly caused by irrigation in spring and by precipitation at other times. The groundwater flow velocity calculated by a time series of spatial correlations, 231 m/yr, is in good accordance with the linear velocity estimated from hydrogeologic data. Nitrate contamination sources are natural and fertilized soils as non-point sources, and septic and animal wastes as point sources. Seasonal loading and spatial distribution of nitrate sources are estimated by using oxygen and nitrogen isotopic data.

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낙동강 유역의 수질관리를 위한 유역모델링 적용 연구 (Watershed Modeling Application for Receiving Water Quality Management in Nakdong River Basin)

  • 장재호;안종호
    • 한국물환경학회지
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    • 제28권3호
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    • pp.409-417
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    • 2012
  • SWAT model was applied for the Nakdong River Basin to characterize water quality variability and assess the feasibility of using the load duration curve to water quality management. The basin was divided into 67 sub-basins considering various watershed environment, and rainfall runoff and pollutant loading were simulated based on 6 year measurements of meteo-hydrological data, discharge data of treatment plants, and water quality data (SS, T-N and T-P). The results demonstrate that non-point source loads during wet season increase by 80 ~ 95% of total loads. Although the rate of water flow governs the amount of SS that is transported to the main streams, nutrient concentrations are highly elevated during dry season by being concentrated. This phenomenon is more pronounced in the lower basin, receiving large amounts of urban point source discharges such as treated sewages. Also, the load duration curves (LDC) demonstrate dominant source problems based on the load exceedances, showing that SS concentrations are associated with the rainy season and nutrients, such as T-P, may be more concentrated at low flow and more diluted at higher flow. Overall, the LDC method could be used conveniently to assess watershed characteristics and pollutant loads in watershed scale.

태양광의 세기와 셀 온도가 최대전력 추종을 하는 태양광 발전의 동특성에 미치는 영향 분석 (Analysis of the Effects of the Irradiation and Cell-Temperature on the Dynamic Responses of PV System with MPPT)

  • 응웬칸록;문대성;서재진;원동준
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 제39회 하계학술대회
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    • pp.1142-1143
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    • 2008
  • As well known, the maximum power point tracking (MPPT) is an important role in photovoltaic (PV) power systems. MPPT finds and maintains the operation of PV at the maximum power point when the irradiation and cell-temperature change. In this paper, the studied system includes a PV array, a Buck-Boost DC/DC converter, a DC/AC inverter and it is connected to the three phase power system. The solar array operates as a non-linear voltage source. The P&O algorithm with power feed-back is used to control the operating point of PV array at the maximum power point. The effects of irradiation and cell-temperature on the dynamic responses are also considered.

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섬진강 유역 농촌지역의 비점오염원 배출특성에 관한 연구 (Study on Runoff Characteristics of Non-point Source in Rural Area of Seomjin Watershed)

  • 박성천;오창열;진영훈;김동수
    • 한국환경과학회지
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    • 제14권11호
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    • pp.1057-1062
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    • 2005
  • The present study investigated runoff characteristics of non-point pollutants and discharge load amount according to the land utilization in Yeinam river basin. The land utilization of target basin was divided into paddy field, dry field, forest, residential area and composition area. The study on the runoff characteristics of non-point pollutants by rainfall-runoff process showed that COD, SS and T-P had the first-flushing effect with relatively high concentration in early-stage of the rainfall-runoff process, but the T-P revealed similar runoff characteristics. Event Mean Concentration(EMC) of BOD and COD according to the land utilization revealed the range of $3.11\~15.50mg/L$ and $3.37\~33.42mg/L$, and the highest concentration of EMC corresponding to BOD and COD was detected in the paddy field. The EMC of SS showed $1.7\~305.02mg/L$ and it's highest concentration was found in the dry field. The EMC of T-N and T-P represented the highest concentration in the paddy field and dry field with range of $0.91\~8.76mg/L$ and $0.02\~0.44mg/L$.

토지이용 특성을 고려한 소규모 농촌유역의 비점오염물질 유출특성 해석 (Characterization of Runoff Properties of Non-point Pollutant at a Small Rural Area considering Landuse Types)

  • 배상호;김원재;윤영한;임현만;김은주;박재로
    • 한국물환경학회지
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    • 제26권4호
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    • pp.654-663
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    • 2010
  • Attention has increasingly focused on the pollutant load discharged from rural area since the enforcement of total maximum daily loads (TMDLs) in korea. As one of the methods to control the inflow of pollutant load during wet weather events, local governments are attempting to apply non-point source control facility. To design those facilities appropriately, it is essential to understand the runoff characteristics of pollutants such as TSS, $BOD_5$, $COD_{Cr}$, TP and TN. In the paper, the quantitative analyses for pollutant runoff characteristics were examined in a small rural watershed with the area of about 53 hectares. For a dry weather day and wet weather events, variation patterns of dry weather flow and runoff characteristics of wet weather flows were monitored and investigated. The runoff model using XP-SWMM reflecting the landuse types of the watershed in detail was simulated to perform the sensitivity analyses for several factors influencing on their hydrograph and pollutographs. As a result, for the case of medium and small rainfall events (i. e. total rainfall of 35.8 and 17.5 mm), the impervious area including green house, roof and road which covers relatively low portion of total area (i. e. 16%) caused substantial first flush and the majority of total runoff load. Therefore, it has been concluded that the runoff characteristics of each pollutant and distribution of impervious area should be considered for the establishment of the control strategy of non-point pollutant runoff at a rural area.