물수지 기반 지역별 토양수분을 활용한 밭가뭄 평가
Assessment of Upland Drought Using Soil Moisture Based on the Water Balance Analysis
2
조회
0
다운로드
5
인용
0
참고문헌
키워드
초록
Soil moisture plays a critical role in hydrological processes, land-atmosphere interactions and climate variability. It can limit vegetation growth as well as infiltration of rainfall and therefore very important for agriculture sector and food protection. Recently, due to the increased damage from drought caused by climate change, there is a frequent occurrence of shortage of agricultural water, making it difficult to supply and manage stable agricultural water. Efficient water management is necessary to reduce drought damage, and soil moisture management is important in case of upland crops. In this study, soil moisture was calculated based on the water balance model, and the suitability of soil moisture data was verified through the application. The regional soil moisture was calculated based on the meteorological data collected by the meteorological station, and applied the Runs theory. We analyzed the spatiotemporal variability of soil moisture and drought impacts, and analyzed the correlation between actual drought impacts and drought damage through correlation analysis of Standardized Precipitation Index (SPI). The soil moisture steadily decreased and increased until the rainy season, while the drought size steadily increased and decreased until the rainy season. The regional magnitude of the drought was large in Gyeonggi-do and Gyeongsang-do, and in winter, severe drought occurred in areas of Gangwon-do. As a result of comparative analysis with actual drought events, it was confirmed that there is a high correlation with SPI by each time scale drought events with a correlation coefficient.
Abstract
Soil moisture plays a critical role in hydrological processes, land-atmosphere interactions and climate variability. It can limit vegetation growth as well as infiltration of rainfall and therefore very important for agriculture sector and food protection. Recently, due to the increased damage from drought caused by climate change, there is a frequent occurrence of shortage of agricultural water, making it difficult to supply and manage stable agricultural water. Efficient water management is necessary to reduce drought damage, and soil moisture management is important in case of upland crops. In this study, soil moisture was calculated based on the water balance model, and the suitability of soil moisture data was verified through the application. The regional soil moisture was calculated based on the meteorological data collected by the meteorological station, and applied the Runs theory. We analyzed the spatiotemporal variability of soil moisture and drought impacts, and analyzed the correlation between actual drought impacts and drought damage through correlation analysis of Standardized Precipitation Index (SPI). The soil moisture steadily decreased and increased until the rainy season, while the drought size steadily increased and decreased until the rainy season. The regional magnitude of the drought was large in Gyeonggi-do and Gyeongsang-do, and in winter, severe drought occurred in areas of Gangwon-do. As a result of comparative analysis with actual drought events, it was confirmed that there is a high correlation with SPI by each time scale drought events with a correlation coefficient.
참고문헌 (33)
- Berg, A., "Soil moistureevapotranspiration coupling in CMIP5 models : Relationship with simulated climate and projections", Journal of Climate, 31(12), pp.4865~4878 (2018)[DOI]
- Characteristics of 20th century drought in the United States at multiple time scales. 97-2, "Edwards, D. C.", Colorado Department of Atmospheric Science, Colorado State University, ~ (1997)
- Hayes, M. J., "Monitoring the 1996 drought using the standardized precipitation index", Bulletin of the American Meteorological Society, 80, pp.429~438 (1999)[DOI]
- 홍은미, "토양수분모형을 이용한 주요 밭작물의 미래 가뭄 전망 -전라남도지역을 중심으로-", 한국농공학회논문집, 57(3), pp.65~76 (2015), 한국농공학회
- Hong, E. M., "Projected irrigation requirements for upland crops using soil moisture model under climate change in South Korea", Agricultural Water Management, 165, pp.163~180 (2016)[DOI]
- Hunt, E. D., "The development and evaluation of a soil moisture index", International Journal of Climatology, 29, pp.747~759 (2009)[DOI]
- 허승오, "토양특성 기반 토양수분 함량 예측을 위한 PTF 적용성 검정", Korean Journal of Agricultural Science, 41(4), pp.391~398 (2014), 농업과학연구소[DOI]
- 황세운, "미래 기상 시나리오에 대한 편의 보정 방법에 따른 지역 기후변화 영향 평가의 불확실성", 한국농공학회논문집, 55(4), pp.95~106 (2013), 한국농공학회
- 장영빈, "공공 기상데이터와 기계학습 모델을 이용한 토양수분 예측", 한국농림기상학회지, 22(1), pp.1~12 (2020), 한국농림기상학회
- 전민기, "Comparison of reference evapotranspiration estimation methods with limited data in South Korea", Korean Journal of Agricultural Science, 46(1), pp.137~149 (2019), 농업과학연구소[DOI]
- 전민기, "위성영상기반 증발산량 및 토양유효수분을 활용한 밭가뭄 평가", 한국방재학회논문집, 21(1), pp.25~33 (2021), 한국방재학회[DOI]
- 전상묵, "기후변화 시나리오의 불확실성을 고려하기위한 로버스트 의사결정 기법의 개발 및 적용", 한국수자원학회 논문집, 46(9), pp.897~907 (2013), 한국수자원학회
- 강민구, "요인분석을 이용한 수계 관리 맥락에서 유역관리 상태를 평가하기 위한 통합지수 개발", 한국수자원학회 논문집, 41(3), pp.277~291 (2008), 한국수자원학회
- 김옥경, "토양수분지수를 이용한 유역단위 가뭄 평가", 한국농공학회논문집, 48(6), pp.3~13 (2006), 한국농공학회
- 김상우, "Sentinel-1A", B SAR 센서 기반 고해상도 토양수분 산정, 2019, pp.61(5), 89~99[DOI]
- 이희진, "Evaporative Stress Index (ESI)를 활용한 북한의 위성영상기반 농업가뭄 평가", 한국농공학회논문집, 61(3), pp.1~14 (2019), 한국농공학회[DOI]
- 이태화, "Landsat", AMSR2 기반 토양수분의 시공간적 해상도 분석, 2020, pp.62(1), 51~60[DOI]
- The relationship of drought frequency and duration to time scales, "Mckee, T. B.", American Meteorological Society, 179~184 (1993)
- 문건우, "NRCS-CN 방법을 이용한 유효우량 산정기법의 비교분석: 가중평균방법과 경사도 도입을 중심으로", 대한토목학회논문집(국문), 34(4), pp.1171~1180 (2014), 대한토목학회[DOI]
- 문영식, "위성기반 Climate Hazards Group InfraRed Precipitation with Station (CHIRPS)를 활용한한반도 지역의 기상학적 가뭄지수 적용", 한국농공학회논문집, 61(2), pp.1~11 (2019), 한국농공학회[DOI]
- 문영식, "지역기반 농업용수의 가뭄재해 취약성 평가", 한국농공학회논문집, 62(2), pp.97~109 (2020), 한국농공학회[DOI]
- Nam, W. H., "Analysis of autumn drought using Soil Moisture Index", Journal of Korean National Committee on Irrigation and Drainage, 15(1), pp.21~33 (2008)
- 남원호, "A Real-Time Online Drought Broadcast System for Monitoring Soil Moisture Index", KSCE Journal of Civil Engineering, 16(3), pp.357~365 (2012), 대한토목학회
- 남원호, "토양수분모형을 이용한 미래 주요 밭작물 소비수량 및 관개용수량 전망", 한국농공학회논문집, 56(5), pp.77~87 (2014), 한국농공학회
- Nam, W. H., "Drought hazard assessment in the context of climate change for South Korea", Agricultural Water Management, 160, pp.106~117 (2015)[DOI]
- Ruosteenoja, K., "Seasonal soil moisture and drought occurrence in Europe in CMIP5 projections for the 21st century", Climate Dynamics, 50, pp.1177~1192 (2018)[DOI]
- Jennifer L. Soong, "CMIP5 Models Predict Rapid and Deep Soil Warming Over the 21st Century", Journal of Geophysical Research: Biogeosciences, 125(2) (2020), American Geophysical Union (AGU)[DOI]
- 성장현, "대표농도경로 (RCP)에 따른 21세기 말 우리나라 극한강수 전망", 대기, 22(2), pp.221~231 (2012), 한국기상학회[DOI]
- Svoboda, M., "The drought monitor", Bulletin of the American Meteorological Society, 83(8), pp.1181~1190 (2002)[DOI]
- A method for estimating volume and rate of runoff in small watersheds, "U. S. Soil Conservation Service(US SCS)", USDA-SCS, 149~, pp.Technical paper No. 149 (1973)
- van der Linden, E. C., "Impact of climate model resolution on soil moisture projections in central-western Europe", Hydrology and Earth System Sciences, 23, pp.191~206 (2019)[DOI]
- Yoon, D. H., "Agricultural drought assessment in East Asia using satellite-based indices", Remote Sensing, 12(3), pp.444~ (2020)[DOI]
- Yuan, S., "Evaluation of soil moisture in CMIP5 simulations over the contiguous United States using in situ and satellite observations", Hydrology and Earth System Sciences, 21, pp.2203~2218 (2017)[DOI]
