• 제목/요약/키워드: Climate Assessment

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농업적 활용성 제고를 위한 분위사상법 기반의 앙상블 장기기후예측자료 보정방법 개선연구 (The Advanced Bias Correction Method based on Quantile Mapping for Long-Range Ensemble Climate Prediction for Improved Applicability in the Agriculture Field)

  • 조세라;이준리;심교문;안중배;허지나;김용석;최원준;강민구
    • 한국농림기상학회지
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    • 제24권3호
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    • pp.155-163
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    • 2022
  • 본 연구에서는 벼의 생물계절 예측 모형을 예시로 하여 해당 모형의 구동에 필요한 맞춤형 앙상블 상세기후예측자료를 구축하고 해당 자료의 보정방법을 고도화 하였을 때 농업적 활용 분야에서 가지는 부가가치를 확인해 보았다. 이를 위해, 벼의 생물계절 모의를 위해 집중적으로 필요한 기상자료인 1~10월의 일 평균/최저/최고 기온의 앙상블 장기(6개월) 전망자료를 생산하고 해당자료의 질을 높이기 위해 분위사상법 기반의 보정방법의 개선을 수행하였다. 그 결과 최저/최고/평균 기온 모두 대부분의 월에서 20일을 버퍼기간으로 선정하였을 때 4.51~15.37%까지 RMSE가 감소하는 것을 확인하였으며, 8~10월은 변수 및 월 별로 최적 버퍼기간이 다른 것을 확인하였다. 또한, 이러한 기상학적 변수의 개선은 벼의 생육단계별 시작일 예측이 모든 단계에서 7.82~10.60% 감소하였으며, 61개 ASOS 지점 가운데서도 생육단계에 따라 75~100%의 지점에서 RMSE가 감소하는 결과를 확인하였다. 본 연구 결과는 벼의 생물계절뿐만 아니라 감자, 고구마, 옥수수 등 타 작물로의 적용도 가능할 것으로 생각된다. 나아가, 일조시간, 습도, 풍속과 같은 예측변수들의 보정자료가 구축되면 농산물 작황전망, 병해충 예찰 등 다양한 분야의 학제간 연구에 적용하여 더 많은 부가가치 창출이 가능할 것으로 기대된다.

완효성 비료를 시용한 논에서의 물관리에 따른 온실가스 배출량 평가 (Effect of Water Management on Greenhouse Gas Emissions from Rice Paddies Using a Slow-release Fertilizer)

  • 장은빈;정현철;권효숙;이형석;박혜란;이종문;오택근;이선일
    • 한국환경농학회지
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    • 제42권2호
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    • pp.112-120
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    • 2023
  • Methane (CH4) and nitrous oxide (N2O) are significant contributors to greenhouse gas (GHG) emissions from rice fields. Mid-summer drainage is a commonly practiced water management technique that reduces CH4 emissions from rice fields. Slow-release fertilizers gradually release nutrients over an extended period and have been shown to reduce N2O emissions. However, the combined effect of slow-release fertilizer and water management on GHG emissions remains unclear. This study compared GHG emissions from a rice paddy subjected to mid-summer drainage for 10 days (control) with that of a rice paddy subjected to prolonged mid-summer drainage for 20 days combined with slow-release fertilizer (W+S). Gas sampling was conducted weekly using a closed chamber method. During the rice cultivation period, cumulative CH4 and N2O emissions were reduced by 12.3% and 16.2%, respectively, in the W+S treatment compared to the control. Moreover, the W+S treatment exhibited a 1.9% increase in grain yield compared to the control. Under experimental conditions, slow-release fertilizers, in combination with prolonged mid-summer drainage, proved to be the optimal approach for achieving high crop yield while reducing GHG emissions. This represents an effective strategy to mitigate GHG emissions from rice paddy fields.

재해 취약성 평가를 위한 기상자료 처리 프로그램 MetSystem 개발 (Development of Meteorologic Data Retrieval Program for Vulnerability Assessment to Natural Hazards)

  • 장민원;김상민
    • 농촌계획
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    • 제19권4호
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    • pp.47-54
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    • 2013
  • Climate change is the most direct threatening factors in sustaining agricultural productivity. It is necessary to reduce the damages from the natural hazards such as flood, drought, typhoons, and snowstorms caused by climate change. Through the vulnerability assessment to adapt the climate change, it is possible to analyze the priority, feasibility, effect of the reduction policy. For the vulnerability assessment, broad amount of weather data for each meterological station are required. Making the database management system for the meteorologic data could troubleshoot of the difficulties lie in handling and processing the weather data. In this study, we generated the meteorologic data retrieval system (MetSystem) for climate change vulnerability assessment. The user interface of MetSystem was implemented in the web-browser so as to access to a database server at any time and place, and it provides different query executions according to the criteria of meteorologic stations, temporal range, meteorologic items, statistics, and range of values, as well as the function of exporting to Excel format (*.xls). The developed system is expected that it will make it easier to try different analyses of vulnerability to natural hazards by the simple access to meteorologic database and the extensive search functions.

농업분야 활용을 위한 한반도 1km 격자형 SSP 기후변화 시나리오 (SSP Climate Change Scenarios with 1km Resolution Over Korean Peninsula for Agricultural Uses)

  • 허지나;조재필;조세라;심교문;김용석;강민구;오찬성;서승범;김응섭
    • 한국농림기상학회지
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    • 제26권1호
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    • pp.1-30
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    • 2024
  • 국제사회는 IPCC를 중심으로 SSP (Shared Socioeconomic Pathways) 기후변화 시나리오를 새로운 온실가스 변화 경로로 채택하고, 신기후변화 시나리오 기반으로 다양한 규모와 형태로 기후변화를 전망하고 분석하고 있다. 국립농업과학원은 이러한 국제적 동향을 반영하고 농업부문 기후변화 적응대책 지원을 위한 노력의 일환으로 신규 온실가스 경로에 기반한 한반도 상세(1km) 기후변화 시나리오를 산출하였다. 본 논문은 2022년 "국가 기후변화 표준 시나리오" 로 인증받은 국립농업과학원의 SSP 기후변화 시나리오 자료를 소개하고, 기후변화 전망 결과를 보여주고자 한다. 한반도의 미래 기후 변화에 대한 전망 정보를 생산하기 위해 CMIP6에 참여한 18개의 GCM 모형에서 생산된 전지구 규모의 기후 자료를 과거기간(1985-2014)과 미래기간(2015-2100)에 대해 수집하고, 1km 격자형 한반도 전자기후도와 SQM 방법을 이용하여 한반도 영역에 대해 통계적 상세화를 수행하였다. 21세기 후반기(2071~2100년), 한반도의 연평균 최고, 최저기온은 온실가스 배출 정도에 따라 각각 2.6~6.1 ℃, 2.5~6.3 ℃ 상승하고, 연강수량은 21.5~38.7 % 상승하는 것으로 전망되었다. 저탄소 시나리오(SSP1-2.6)의 경우 기온과 강수량 상승이 적게 나타나, 탄소 배출을 감축하는 경우에 상승 폭을 억제할 수 있을 것으로 전망되었다. 21세기 후반기의 우리나라 평균 풍속과 일사량은 상대적으로 현재 대비 미래에 큰 변화가 없을 것으로 전망하고 있다. 이 자료는 기후변화에 따를 미래의 불확실성을 이해하고 기후변화 적응을 위한 합리적인 의사결정에 기여할 수 있을 것으로 기대된다.

기후변화 취약성 지수 산출을 위한 한반도 관측 기후 특성 분석 (Analysis of Climate Characteristics Observed over the Korean Peninsula for the Estimation of Climate Change Vulnerability Index)

  • 남기표;강정언;김철희
    • 환경영향평가
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    • 제20권6호
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    • pp.891-905
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    • 2011
  • Climate vulnerability index is usually defined as a function of the climate exposure, sensitivity, and adaptive capacity, which requires adequate selection of proxy variables of each variable. We selected and used 9 proxy variables related to climate exposure in the literature, and diagnosed the adequacy of them for application in Korean peninsula. The selected proxy variables are: four variables from temperature, three from precipitation, one from wind speed, and one from relative humidity. We collected climate data over both previous year (1981~2010) and future climate scenario (A1B scenario of IPCC SERES) for 2020, 2050, and 2100. We introduced the spatial and temporal diagnostic statistical parameters, and evaluated both spatial and time variabilities in the relative scale. Of 9 proxy variables, effective humidity indicated the most sensitive to climate change temporally with the biggest spatial variability, implying a good proxy variable in diagnostics of climate change vulnerability in Korea. The second most sensitive variable is the frequency of strong wind speed with a decreasing trend, suggesting that it should be used carefully or may not be of broad utility as a proxy variable in Korea. The A1B scenario of future climate in 2020, 2050 and 2100 matches well with the extension of linear trend of observed variables during 1981~2010, indicating that, except for strong wind speed, the selected proxy variables can be effectively used in calculating the vulnerability index for both past and future climate over Korea. Other local variabilities for the past and future climate in association with climate exposure variables are also discussed here.

식품산업에 있어서 포장두부의 전과정평가 사례연구 (Case Study on the Life Cycle Assessment of the Packaged Bean-curd in Food Industry)

  • 황태연;윤성이
    • 한국유기농업학회지
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    • 제15권3호
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    • pp.277-290
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    • 2007
  • This study has been analyzed an execution example of the life cycle assessment on the packaged bean-curd of P company, the first case of the regular life cycle assessment on the processed foods in Korea and considered on the significance and directions of the life cycle assessment on the foods. It is possible to divide the potential environmental impact through the life cycle of the bean-curd into six categories and analyze the environmental impact on the production, use and disposal phases of the product. The values of each environmental impact have been quantified from the strength of the potential impact fur the corresponding category of impact. In the future, it is expected that the result of the lift cycle assessment will be increasingly used fur many areas such as Climate Change Convention and ISO22000, etc. and it is required to promote a project to make database through the assessment on the individual corps or types of businesses for it from now on.

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전국 기후변화 영향평가를 위한 분포형 수문분석 툴 개발 (Development of Distributed Hydrological Analysis Tool for Future Climate Change Impacts Assessment of South Korea)

  • 김성준;김상호;조형경;안소라
    • 한국농공학회논문집
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    • 제57권2호
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    • pp.15-26
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    • 2015
  • The purpose of this paper is to develop a software tool, PGA-CC (Projection of hydrology via Grid-based Assessment for Climate Change) to evaluate the present hydrologic cycle and the future watershed hydrology by climate change. PGA-CC is composed of grid-based input data pre-processing module, hydrologic cycle calculation module, output analysis module, and output data post-processing module. The grid-based hydrological model was coded by Fortran and compiled using Compaq Fortran 6.6c, and the Graphic User Interface was developed by using Visual C#. Other most elements viz. Table and Graph, and GIS functions were implemented by MapWindow. The applicability of PGA-CC was tested by assessing the future hydrology of South Korea by HadCM3 SRES B1 and A2 climate change scenarios. For the whole country, the tool successfully assessed the future hydrological components including input data and evapotranspiration, soil moisture, surface runoff, lateral flow, base flow etc. From the spatial outputs, we could understand the hydrological changes both seasonally and regionally.

An Integrated Modeling Approach for Predicting Potential Epidemics of Bacterial Blossom Blight in Kiwifruit under Climate Change

  • Kim, Kwang-Hyung;Koh, Young Jin
    • The Plant Pathology Journal
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    • 제35권5호
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    • pp.459-472
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    • 2019
  • The increasing variation in climatic conditions under climate change directly influences plant-microbe interactions. To account for as many variables as possible that may play critical roles in such interactions, the use of an integrated modeling approach is necessary. Here, we report for the first time a local impact assessment and adaptation study of future epidemics of kiwifruit bacterial blossom blight (KBB) in Jeonnam province, Korea, using an integrated modeling approach. This study included a series of models that integrated both the phenological responses of kiwifruit and the epidemiological responses of KBB to climatic factors with a 1 km resolution, under the RCP8.5 climate change scenario. Our results indicate that the area suitable for kiwifruit cultivation in Jeonnam province will increase and that the flowering date of kiwifruit will occur increasingly earlier, mainly due to the warming climate. Future epidemics of KBB during the predicted flowering periods were estimated using the Pss-KBB Risk Model over the predicted suitable cultivation regions, and we found location-specific, periodic outbreaks of KBB in the province through 2100. Here, we further suggest a potential, scientifically-informed, long-term adaptation strategy using a cultivar of kiwifruit with a different maturity period to relieve the pressures of future KBB risk. Our results clearly show one of the possible options for a local impact assessment and adaptation study using multiple models in an integrated way.

기후변화 시나리오를 고려한 위성영상 기반 미래 탄소흡수량 분포 추정 (Estimation of Carbon Absorption Distribution based on Satellite Image Considering Climate Change Scenarios)

  • 나상일;안호용;류재현;소규호;이경도
    • 대한원격탐사학회지
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    • 제37권5_1호
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    • pp.833-845
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    • 2021
  • 탄소흡수량 산정 및 토지이용 변화에 대한 이해는 기후변화 연구에서 매우 중요하다. 기존의 연구에서는 토지이용 변화에 따른 탄소흡수량 산정에 원격탐사 기술이 사용되고 있으나 대부분 과거의 탄소흡수량 변화에 초점을 맞추고 있다. 따라서 미래 탄소흡수량 변화 예측 연구는 부족한 실정이다. 본 연구에서 CLUE-S 모형을 사용하여 토지이용 변화를 모의하고 기후변화 시나리오를 고려하여 미래 탄소흡수량의 변화를 예측하였다. 그 결과, RCP 4.5 및 8.5 시나리오에서 탄소흡수량은 각각 7.92, 13.02% 감소되는 것으로 예측되었다. 따라서 본 연구에서 제안한 방법은 다른 기후변화 시나리오를 고려한 미래 탄소흡수량 변화에도 적용이 가능할 것으로 기대된다.

잠재 산림분포 변화를 고려한 토지이용도가 장래 기후변화에 미치는 영향 모사 (A Simulation Study on Future Climate Change Considering Potential Forest Distribution Change in Landcover)

  • 김재철;이종범;최성호
    • 환경영향평가
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    • 제21권1호
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    • pp.105-117
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    • 2012
  • Future climate according to land-use change was simulated by regional climate model. The goal of study was to predict the distribution of meteorological elements using the Weather Research & Forecasting Model (WRF). The KME (Korea Ministry of Environment) medium-category land-use classification was used as dominant vegetation types. Meteorological modeling requires higher and more sophisticated land-use and initialization data. The WRF model simulations with HyTAG land-use indicated certain change in potential vegetation distribution in the future (2086-2088). Compared to the past (1986-1988) distribution, coniferous forest area was decreased in metropolitan and areas with complex terrain. The research shows a possibility to simulate regional climate with high resolution. As a result, the future climate was predicted to $4.5^{\circ}$ which was $0.5^{\circ}$ higher than prediction by Meteorological Administration. To improve future prediction of regional area, regional climate model with HyTAG as well as high resolution initial values such as urban growth and CO2 flux simulation would be desirable.