• 제목/요약/키워드: Agricultural environment data

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토지피복 지도를 이용한 생태계 서비스 가치 변화 분석 (Analysis of Ecosystem Service Value Change Using a Land Cover Map)

  • 박미정;전정배;최진아;김은자;임창수
    • 한국지역사회생활과학회지
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    • 제27권spc호
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    • pp.681-688
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    • 2016
  • This study examined the effective uses of an ecosystem service value assessment in the fields of rural planning and development through archiving and reviewing/analyzing existing concepts, evaluation methods and prior examples of Ecosystem services. Based on land cover analysis, this study evaluated the usability changes in the ecosystem service value for a period spanning 1975 to 2000. The results from the countrywide data survey (with an exception of Jeju island) showed a 33.15% decrease in ESV by 2000. The total ESV represented 5,385 million USD in 1975, and 3,600 million USD in 2000 of the study area. In addition, the ecosystem service value with a scale of metro cities and provinces was also examined. The ESV of most regions decreased by 2000, but Daejeon and Kyeongnam, and Kyeongbuk provinces increased. The trends of year to year changes in the ESV were very diverse throughout the country. Jeonnam showed the smallest decrease, 747 million USD, which is 59% of the ESV in 1975. Nevertheless, the despite the regional differences in available natural resources, the natural resource assets value is ultimately determined by rural development policies and regional economic attributes. Therefore, an ecosystem service must be considered as an important criterion for rural planning and development policy.

APEX 모형을 이용한 밭작물(콩, 배추) 물발자국 영향 평가 (Assessment & Estimation of Water Footprint on Soybean and Chinese Cabbage by APEX Model)

  • 허승오;최순군;홍성창
    • 한국환경농학회지
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    • 제38권3호
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    • pp.159-165
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    • 2019
  • BACKGROUND: The water footprint (WF) is an indicator of freshwater use that appears not only at direct water use of a consumer or producer, but also at the indirect water use. As an indicator of 'water use', the water footprint includes the green, blue, and grey WF, and differs from the classical measure of 'water withdrawal' because of green and grey WF. This study was conducted to assess and estimate the water footprint of the soybean and Chinese cabbage. METHODS AND RESULTS: APEX model with weather data, soil and water quality data from NAS (National Institute of Agricultural Sciences), and farming data from RDA (Rural Development Administration) was operated for analyzing the WF of the crops. As the result of comparing the yield estimated from APEX with the yield extracted from statistic data of each county, the coefficients of determination were 0.83 for soybean and 0.97 for Chinese cabbage and p-value was statistically significant. The WFs of the soybean and Chinese cabbage at production procedure were 1,985 L/Kg and 58 L/Kg, respectively. This difference may have originated from the cultivation duration. The WF ratios of soybean were 91.1% for green WF and 8.9% for grey WF, but the WF ratios of Chinese cabbage were 41.5% for green WF and 58.5% for grey WF. CONCLUSION: These results mean that the efficiency of water use for soybean is better than that for Chinese cabbage. The results could also be useful as an information to assess environmental impact of water use and agricultural farming on soybean and Chinese cabbage.

지속가능한 농업 환경을 위한 블록체인과 AI 기반 빅 데이터 처리 기법 (Blockchain and AI-based big data processing techniques for sustainable agricultural environments)

  • 정윤수
    • 산업과 과학
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    • 제3권2호
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    • pp.17-22
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    • 2024
  • 최근 ICT분야가 다양한 환경에서 사용되면서 지속가능한 농업 환경에서는 ICT 기술들을 활용하여 농작물별 병충해 분석, 농작물 수확시 로봇 사용, 빅 데이터로 인한 예측 등이 가능해졌다. 그러나, 지속 가능한 농업 환경에서는 자원의 고갈, 농업 인구 감소, 빈곤 증가, 환경 파괴 등을 해결하기 위한 노력이 꾸준히 요구되고 있다. 본 연구에서는 지속 가능한 농업 환경 기반의 농작물의 생산 비용 감소 및 효율성을 증가하기 위한 인공지능 기반 빅 데이터 처리 기법을 제안한다. 제안 기법은 AI를 결합한 농작물의 빅 데이터를 처리함으로써 데이터의 보안성과 신뢰성을 강화하고, 더 나은 의사 결정과 비즈니스 가치 추출이 가능하다. 이는 다양한 산업과 분야에서 혁신적인 변화를 이끌어내고, 데이터 중심의 비즈니스 모델의 발전을 촉진할 수 있다. 실험과정에서 제안 기법은 다량의 데이터가 생성되나, 일일이 정답을 태깅하기 힘든 농장 현장에서, 소량의 데이터에 대해서만 정확한 정답을 부여하고, 정답이 부여되지 않은 다량의 데이터와 함께 학습하여, 다량의 정답 데이터로 학습했을 때와 유사한 성능(오차율:0.05 이내)이 나타났다.

Development of an Agricultural Data Middleware to Integrate Multiple Sensor Networks for an Farm Environment Monitoring System

  • Kim, Joonyong;Lee, Chungu;Kwon, Tae-Hyung;Park, Geonhwan;Rhee, Joong-Yong
    • Journal of Biosystems Engineering
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    • 제38권1호
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    • pp.25-32
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    • 2013
  • Purpose: The objective of this study is to develop a data middleware for u-IT convergence in agricultural environment monitoring, which can support non-standard data interfaces and solve the compatibility problems of heterogenous sensor networks. Methods: Six factors with three different interfaces were chosen as target data among the environmental monitoring factors for crop cultivation. PostgresSQL and PostGIS were used for database and the data middleware was implemented by Python programming language. Based on hierarchical model design and key-value type table design, the data middleware was developed. For evaluation, 2,000 records of each data access interface were prepared. Results: Their execution times of File I/O interface, SQL interface and HTTP interface were 0.00951 s/record, 0.01967 s/record and 0.0401 s/record respectively. And there was no data loss. Conclusions: The data middleware integrated three heterogenous sensor networks with different data access interfaces.

DRYING CHARACTERISTINCS OF THIN-LAYERS OF WHEAT AND BARLEY AT NEAR-AMBIENT TEMPERATURE

  • Sun, Da-Wen;J.J.Woods
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 1993년도 Proceedings of International Conference for Agricultural Machinery and Process Engineering
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    • pp.896-905
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    • 1993
  • Thin-layers of wheat and barley are dried at near-ambient temperatures(3.5$^{\circ}C$ -5$0^{\circ}C$) in order to obtain the intrinsic drying data. The well established apparatus was modified to enable it to record all the sample weight data in still air by using a purpose -built automatically controlled sliding valve. The air could be diverted in less than 0.5seconds and a 7 second period was required to attain a steady weight reading. With this apparatus, very smooth drying curves were obtained. The data of sample weight , drying temperature and dew point temperature wee recorded continuously . The drying process was terminated when the moisture content change in 24 hours was less than 0.004 d.b. This was achieved by drying a sample for about a week . The final points were recorded as the dynamic equilibrium moisture content(EMC). The drying data were than fitted to the exponential Newton model and the dynamic EMC data were fitted to the Modified-Chung-Pfost Model . All the fitted parameters are given and comparison is made with previous published data. The comparisons who that the current drying constants are lower than the previous data, the dynamic EMC data obtained for wheat and barely agree with the previous data. The results show that to obtain the drying constant in the exponential Newton model, adequate drying time is necessary.

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농산물 안전인증을 위한 AIGT 시스렘의 설계 및 구현 (Design and Implementation of AIGT System for Safety Certification of Agricultural Products)

  • 정회경;유성재;김기태;민병훈
    • 한국정보통신학회논문지
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    • 제10권7호
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    • pp.1246-1252
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    • 2006
  • 최근 정보 매체들의 발달로 인해 소비자들이 식품문제에 대한 다양한 정보를 접하게 되면서 농산물의 안전성에 대한관심이 점차 높아지고 있다. 이런 가운데 국내의 농업환경은 농산물의 안전을 인증할만한 체계를 갖추지 못하고 있으며, 이런 상황이 계속 된다면 우리 농산물은 경쟁력을 잃고 외국 농산물들에게 시장을 내어주게 될 우려가 있다. 이에 본 논문에서는 농업환경을 개선하여 안전성이 높은농산물을생산하고투명한정보를제공하여 소바자들의 신뢰성을 높일 수 있도록 AIGT(Agricultural Information Gathering and Tracking) 시 스템을 설계 및 구현하였다. 또한, 국내 농업환경에 맞는 데이터 구조를 정의 하였으며, 효율적인 환경개선을 위해 모니터링과 화상회의를 도입하였다.

농촌지역 진단을 위한 지표 선정과 공공데이터 활용 방안 - 사회·환경·문화를 중심으로 - (A Study on the Selection of Indicators and the Utilization of Public Data for the Diagnosis of Rural Areas - Focusing on Social, Environmental and Cultural Data -)

  • 도지윤;김상범;김수연
    • 농촌계획
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    • 제29권4호
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    • pp.153-163
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    • 2023
  • This study was conducted to review data utilization plans and suggest solutions based on the need for tools that can objectively diagnose problems in rural areas. The study extracted items through prior research and was carried out as a process of reviewing data capable of constructing spatial data. The results performed in the above manner are as follows. First, prior research and expert surveys were conducted to select diagnostic items to derive details of a total of three items that should be considered for rural space plans such as regional revitalization and regeneration using regional characteristics such as environment, society, and culture. Second, as a result of listing data available for regional diagnosis, 6 types of environment, 15 types of society, and 18 types of culture were selected out of a total of 529. Finally, it was suggested to establish a national standard spatial unit by grasping the limitations of public data such as omission of spatial data and accuracy. This study is significant in that it presented implications for data utilization as well as selection of items for rural diagnosis and reviewed data utilization based on rural specialized districts of "The Act on Support for Restructuring and Regeneration of Rural Spaces" to be implemented in 2024. This is considered to be valuable as a study for sustainable rural diagnosis if processes such as spatial data construction and weight setting are carried out in the future.

청주지역 초등학교 학부모들의 친환경농산물 사용에 대한 만족도와 학교급식 사용에 대한 인지도 분석 (Satisfaction and Recognition Level of Environment-Friendly Agricultural Products in Cheongju Area)

  • 김나라;조영선;김성애
    • 대한지역사회영양학회지
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    • 제16권1호
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    • pp.75-85
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    • 2011
  • The purpose of this study was to investigate basic data on the degree of parents' recognition and satisfaction with the use of environment-friendly agricultural products. The conclusions of this study are as follows. The survey on the use of environment-friendly products in households showed that 68.7% of the respondents used environment-friendly products at home. The frequency of purchasing organic products by household consumers showed that 25.1% of the respondents bought organic products one to two times per week. The most popular items of the environment-friendly agricultural products used were vegetables, comprising 63.9%. The households with more than 3,000,000 won of monthly income tended to consume more domestic livestock products (p < 0.05). In comparison to general agricultural products, environment-friendly agricultural products users showed higher satisfaction level with a better quality in term of safety, quality, nutrition, taste, appearance, diversity and price. The degree of satisfaction with safety was the highest ($3.8{\pm}0.68$), and price showed the lowest ($2.76{\pm}0.79$). The degree of parents' recognition of the governmental support for environment-friendly agricultural products showed that those who were aware of the supporting policy were 44.5%, but 55.5% of them didn't know about the fact that 46.6% of the respondents agreed that environment-friendly agricultural products should be used in more than 50% of the foods used for school food service. The respondents pointed out that vegetables (45%) sprayed with pesticide are the most urgent food item that need to be replaced by environment-friendly farm products.

DEVELOPMENT OF A MOBULAR ENVIRONMENT MONITORING SYSTEM FOR GREENIIOUSE

  • Ryu, K.H.;Kim, H.J.
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 1996년도 International Conference on Agricultural Machinery Engineering Proceedings
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    • pp.1081-1089
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    • 1996
  • In Korean agriculture, an automatic environment control system for greenhouse is essential to save labor and to increase the quality of products. The existing environment monitoring systems have weighed on greenhouse growers and researchers because of their high cost and difficult applications. Many sensors are widely used for monitoring the greenhouse environment, but most of commercial sensors are expensive and not suitable for use in greenhouses. Thus , the development of an environment monitoring system for exclusive use in greenhouses is essential . The objective of this study was to develop modular environment monitoring systems, which are low-cost , reliable and easy -to -use. The results showed that the sensors for indoor and outdoor environments and nutrient solution had the ranges and accuracies appropriate for use in greenhouses. Also the modular environment systems developed showed a satisfactory performance in terms of stability and reliability in the measurement and acquisition of the greenhouse environment data.

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OECD 인 수지 산정법의 지역단위 적용 연구: 유출입 자료 출처 비교 (Regional Application of the OECD Phosphorus Budget: Comparison of the Input-Output Data Sources)

  • 임도영;류홍덕;정유진;김용석
    • 한국환경과학회지
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    • 제26권11호
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    • pp.1255-1266
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    • 2017
  • Phosphorus (P) is an essential and major nutrient for both plants and animals. However, anthropogenic P in the environment may cause severe problems such as the deterioration of water quality. Therefore, it is essential for the Korean government to manage P in the agricultural sector. The annual P budget for Korea was 46 kg P ha-1 in 2013, placing Korea in second among Organisation for Economic Co-operation and Development (OECD) countries. P surplus and deficiency in agricultural lands can be estimated according to the P budget, which is one of the OECD agri-environment indicators. In the P budget, it is important to ensure consistency in the input-output data sources, in order to apply national and regional policies for the environmentally sound management of agricultural P. This study examines the impacts on the input-output data sources in the regional P budget in Korea. P budgets were between 99-145 kg-P/ha, depending on different data sources. We suggest two recommended data combinations (DC 1 and DC 2) for reliability of the data. P budgets calculated using DC 1 and DC 2 were 128 kg-P/ha and 97 kg-P/ha, respectively. According to the results, one of the core factors affecting P budgets was crop production. In this study, DC 2 was recommended rather than DC 1 in order to consider the cultivated areas for various crops. It is also necessary to analyze the sensitivity of the coefficients used in P budget in the future.