• Title/Summary/Keyword: standardized precipitation index

Search Result 172, Processing Time 0.04 seconds

Projected changes in drought characteristics based on SSP Scenarios using multiple drought indices (SSP 시나리오 기반 다종 가뭄지수를 이용한 미래 가뭄 전망)

  • Song-Hyun Kim;Won-Ho Nam;Min-Gi Jeon;Mi-Hye Yang;Young-Sik Mun
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2023.05a
    • /
    • pp.196-196
    • /
    • 2023
  • 가뭄은 발생 시점과 종점을 정확히 파악하기 어려우며, 피해 면적이 광범위하기 때문에 수자원시스템 전반을 비롯한 사회, 경제적 측면에서 심각한 영향을 줄 수 있다. 우리나라의 가뭄 발생경향은 2000년 이후로 급증하고 있으며, 2022년 전라남도 지역의 경우, 평년 대비 강수량이 60%에 그쳐 50년 관측 사상에서 가장 낮은 수준으로 나타나면서 극심한 가뭄이 발생하여 현재까지도 지속되고 있다. 미래에도 기후변화로 인한 가뭄의 강도와 빈도가 증가될 것으로 예측됨에 따라 가뭄을 예방하기 위한 미래 가뭄 상황의 예측에 대한 필요성이 대두되고 있다. 따라서 다양한 기후모델 및 미래 기후변화 시나리오를 활용해 미래 가뭄에 대한 전망을 분석하고 적응 전략을 수립해야 한다. 본 연구에서는 CMIP6 (Coupled Model Intercomparison Project 6)에서 제공하는 18개의 전 지구적 기후모델별로 산출한 SSP (Shared Socioeconomic Pathways) 시나리오를 기반으로 기상학적 가뭄지수인 표준강수지수 (Standardized Precipitation Index, SPI), 유효가뭄지수(Effectvie Drought Index, EDI)와 강수량 및 기온의 변화에 따른 증발산량을 고려하여 가뭄을 판단하는 표준강수증발지수 (Standardized Precipitation Evaportranspiration Index, SPEI), 증발수요 가뭄지수 (Evaporative Demand Drought Index, EDDI)를 적용하여 미래 가뭄지수별 가뭄 예측 및 변동성을 분석하였다.

  • PDF

Projection of Temporal Trends on Drought Characteristics using the Standardized Precipitation Evapotranspiration Index (SPEI) in South Korea (표준강수증발산지수를 활용한 미래 가뭄특성의 시계열 변화전망)

  • Nam, Won-Ho;Hayes, Michael J.;Wilhite, Donald A.;Svoboda, Mark D.
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.57 no.1
    • /
    • pp.37-45
    • /
    • 2015
  • Recent droughts in South Korea have had large economic and environmental impacts across the country. Changes in rainfall and hydrologic patterns due to climate change can potentially increase the occurrence of extreme droughts and affect the future availability of water resources. Therefore, it is necessary to evaluate drought vulnerability for water resources planning and management, and identify the appropriate mitigation actions to conduct a drought risk analysis in the context of climate change. The objective of this study is changes in the temporal trends of drought characteristics in South Korea to examine drought impacts under climate change. First, the changes of drought occurrence were analyzed by applying the Standardized Precipitation Evapotranspiration Index (SPEI) for meteorological data on 54 meteorological stations, and were analyzed for the past 30 years (1981-2010), and Representative Concentration Pathways (RCP) climate change scenarios (2011-2100). Second, the changes on the temporal trends of drought characteristics were performed using run theory, which was used to compare drought duration, severity, and magnitude to allow for quantitative evaluations under past and future climate conditions. These results show the high influence of climate change on drought phenomenon, and will contribute to water resources management and drought countermeasures to climate change.

Assessment of the Meteorological Characteristics and Statistical Drought Frequency for the Extreme 2017 Spring Drought Event Across South Korea (2017년 극심한 봄 가뭄의 기상학적 특성 및 통계학적 가뭄빈도해석)

  • Bang, Na-Kyoung;Nam, Won-Ho;Hong, Eun-Mi;Michael, J. Hayes;Mark, D. Svoboda
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.60 no.4
    • /
    • pp.37-48
    • /
    • 2018
  • The extreme 2017 spring drought affected a large portion of central and western South Korea, and was one of the most climatologically driest spring seasons over the 1961-2016 period of record. This drought was characterized by exceptionally low precipitation, with total precipitation from January to June being 50% lower than the mean normal precipitation (1981-2010) over most of western South Korea. In this study, for the quantitative drought impact analysis, the widely-used Standardized Precipitation Index (SPI) and the statistical drought frequency are compared with observed meteorological characteristics and anomalies. According to the drought frequency analysis of monthly cumulative precipitation during January and May in 2017, Gyeonggi-do, Chungcheong-do, and Jeollanam-do areas showed more than drought frequency over 100 years. Gyeongsangnam-do area showed more than drought frequency over 200 years based on annual precipitation in 2017. The South Korean government (Ministry of Agriculture, Food and Rural Affairs (MAFRA) and Korea Rural Community Corporation (KRC)) have been operating a government-level drought monitoring system since 2016. Results from this study can be used to improve the drought monitoring applications of future drought events, as well as drought planning and preparedness in South Korea.

Development of a Hydrological Drought Index Considering Water Availability (수자원 가용능력을 고려한 수문학적 가뭄지수의 개발)

  • Park, Min-Ji;Shin, Hyung-Jin;Choi, Young-Don;Park, Jae-Young;Kim, Seong-Joon
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.53 no.6
    • /
    • pp.165-170
    • /
    • 2011
  • Recently natural disasters such as the frequency and intensity of drought have been increasing as a result of climate change. This study suggests a drought index, WADI (Water Availability Drought Index), that considers water availability using 6 components (water intake, groundwater level, agricultural reservoir water level, dam inflow, streamflow, and precipitation) using the Z score and data monitoring on a nationwide level. SPI (Standardized Precipitation Index) was applied in coastal area. For the severe droughts of 2001 spring and 2008 autumn, the index was evaluated by comparison with reported damage areas. suggested to combine The spatial concordance rate of WADI in 2001 and 2008 for estimation of the degree of drought severity was 50 % and 24 % compared to the actual recorded data respectively.

Assessment of Drought Effects on Groundwater System in Rural Area using Standardized Groundwater Level Index(SGI) (표준지하수위지수(SGI)를 이용한 농촌지역 지하수계의 가뭄 영향 평가)

  • Song, Sung-Ho
    • Journal of Soil and Groundwater Environment
    • /
    • v.23 no.3
    • /
    • pp.1-9
    • /
    • 2018
  • This study is aimed to quantitatively evaluate the effects of drought on groundwater system in rural areas. For this purpose, the standardized groundwater level index (SGI) was used for 68 groundwater monitoring wells. To determine accumulation period (AP) which represents the month with the highest correlation coefficient between SGI and SPI, correlation analysis between the two for 68 wells were peformed. The results indicated the AP values ranged in 1~3 months for most of the well, but it was 7~10 months in some wells. These results can be interpreted such that the total amount of groundwater will not decrease significantly in long-term drought situations unlikely the reservoirs with the high AP values. The nationwide maximum AP values were 4.1 and 4.0 in Chungbuk-do and Gyeongnam-do, while the minimum AP values were 1.8 and 2.0 in Gangwon-do and Chungnam-do, respectively. The maximum and minimum values of correlation coefficient were 0.623 and 0.459 in Gyeongnam-do and Chungnam-do/Chungbuk-do, respectively. Consequently, it could be concluded that the wells with low AP value tend to respond to short-term drought, but it has little effect on groundwater system when the long drought occurs.

Satellite-based Evaporative Stress Index (ESI) as an Indicator of Agricultural Drought in North Korea (Evaporative Stress Index (ESI)를 활용한 북한의 위성영상기반 농업가뭄 평가)

  • Lee, Hee-Jin;Nam, Won-Ho;Yoon, Dong-Hyun;Hong, Eun-Mi;Kim, Dae-Eui;Svoboda, Mark D.;Tadesse, Tsegaye;Wardlow, Brian D.
    • Journal of The Korean Society of Agricultural Engineers
    • /
    • v.61 no.3
    • /
    • pp.1-14
    • /
    • 2019
  • North Korea has frequently suffered from extreme agricultural crop droughts, which have led to food shortages, according to the Food and Agriculture Organization (FAO). The increasing frequency of extreme droughts, due to global warming and climate change, has increased the importance of enhancing the national capacity for drought management. Historically, a meteorological drought index based on data collected from weather stations has been widely used. But it has limitations in terms of the distribution of weather stations and the spatial pattern of drought impacts. Satellite-based data can be obtained with the same accuracy and at regular intervals, and is useful for long-term change analysis and environmental monitoring and wide area access in time and space. The Evaporative Stress Index (ESI), a satellite-based drought index using the ratio of potential and actual evaporation, is being used to detect drought response as a index of the droughts occurring rapidly over short periods of time. It is more accurate and provides faster analysis of drought conditions compared to the Standardized Precipitation Index (SPI), and the Palmer Drought Severity Index (PDSI). In this study, we analyze drought events during 2015-2017 in North Korea using the ESI satellite-based drought index to determine drought response by comparing with it with the SPI and SPEI drought indices.

Future drought assessment in the Nakdong basin in Korea under climate change impacts

  • Kim, Gwang-Seob;Quan, Ngo Van
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2012.05a
    • /
    • pp.458-458
    • /
    • 2012
  • Climate extreme variability is a major cause of disaster such as flood and drought types occurred in Korea and its effects is also more severe damage in last decades which can be danger mature events in the future. The main aim of this study was to assess the effectives of climate change on drought for an agriculture as Nakdong basin in Korea using climate change data in the future from data of General Circulation Models (GCM) of ECHO-G, with the developing countries like Korea, the developed climate scenario of medium-high greenhouse gas emission was proposed of the SRES A2. The Standardized Precipitation Index (SPI) was applied for drought evaluation. The drought index (SPI) applied for sites in catchment and it is evaluated accordingly by current and future precipitation data, specific as determined for data from nine precipitation stations with data covering the period 1980-2009 for current and three periods 2010-2039, 2040-2069 and 2070-2099 for future; time scales of 3month were used for evaluating. The results determined drought duration, magnitude and spatial extent. The drought in catchment act intensively occurred in March, April, May and November and months of drought extreme often appeared annual in May and November; drought frequent is a non-uniform cyclic pattern in an irregular repetitive manner, but results showed drought intensity increasing in future periods. The results indicated also spatial point of view, the SPI analysis showed two of drought extents; local drought acting on one or more one of sites and entire drought as cover all of site in catchment. In addition, the meteorology drought simulation maps of spatial drought representation were carried out with GIS software to generate for some drought extreme years in study area. The method applied in this study are expected to be appropriately applicable to the evaluation of the effects of extreme hydrologic events, the results also provide useful for the drought warning and sustainable water resources management strategies and policy in agriculture basins.

  • PDF

Classifying meteorological drought severity using a hidden Markov Bayesian classifier

  • Sattar, Muhammad Nouman;Park, Dong-Hyeok;Kwon, Hyun-Han;Kim, Tae-Woong
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2019.05a
    • /
    • pp.150-150
    • /
    • 2019
  • The development of prolong and severe drought can directly impact on the environment, agriculture, economics and society of country. A lot of efforts have been made across worldwide in the planning, monitoring and mitigation of drought. Currently, different drought indices such as the Palmer Drought Severity Index (PDSI), Standardized Precipitation Index (SPI), Standardized Precipitation Evapotranspiration Index (SPEI) are developed and most commonly used to monitor drought characteristics quantitatively. However, it will be very meaningful and essential to develop a more effective technique for assessment and monitoring of onset and end of drought. Therefore, in this study, the hidden Markov Bayesian classifier (MBC) was employed for the assessment of onset and end of meteorological drought classes. The results showed that the probabilities of different classes based on the MBC were quite suitable and can be employed to estimate onset and end of each class for meteorological droughts. The classification results of MBC were compared with SPI and with past studies which proved that the MBC was able to account accuracy in determining the accurate drought classes. For more performance evaluation of classification results confusion matrix was used to find accuracy and precision in predicting the classes and their results are also appropriate. The overall results indicate that the MBC was effective in predicating the onset and end of drought events and can utilized for monitoring and management of short-term drought risk.

  • PDF

Geographic Distribution and Epidemiology of Lung Cancer During 2011 in Zhejiang Province of China

  • Lin, Xia-Lu;Chen, Yan;Gong, Wei-Wei;Wu, Zhao-Fan;Zou, Bao-Bo;Zhao, Jin-Shun;Gu, Hua;Jiang, Jian-Min
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.15 no.13
    • /
    • pp.5299-5303
    • /
    • 2014
  • Background: To explore etiology for providing scientific clues for the prevention of lung cancer. Materials and Methods: Data for lung cancer incidence and meteorological geographic factors from 25 counties in Zhejiang province of China during 2011 were studied. Stepwise multiple regression and correlation analysis were performed to analyze the geographic distribution and epidemiology of lung cancer. Results: 8,291 new cases (5,998 in males and 2,293 females) of lung cancer during 2011 in Zhejiang province were reported in the 25 studied counties. Reported and standardized incidence rates for lung cancer were 58.0 and 47.0 per 100,000 population, respectively. The incidence of lung cancer increased with age. Geographic distribution analysis shows that the standardized incidence rates of lung cancer in northeastern Zhejiang province were higher than in the southwestern part, such as in Nanhu, Fuyang, Wuxing and Yuyao counties, where the rates were more than 50 per 100,000 population. In the southwestern Zhejiang province, for instance, in Yueqing, Xianju and Jiande counties, the standardized incidence rates of lung cancer were lower than 37 per 100,000 population. Spearman correlation tests showed that forest coverage rate, air quality index (AQI), and annual precipitation level are associated with the incidence of lung cancer. Conclusions: Lung cancer in Zhejiang province shows obvious regional differences. High incidence appears associated with low forest coverage rate, poor air quality and low annual precipitation. Therefore, increasing the forest coverage rate and controlling air pollution may play an important role in lung cancer prevention.

The study of Application of Drought Index Using Measured Soil Moisture at KoFlux Tower (KoFlux 타워에서 관측된 토양수분 값을 이용한 가뭄지수 활용에 관한 연구)

  • Kim, Sooyoung;Jo, Hwan Bum;Lee, Seung Oh;Choi, Minha
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.30 no.6B
    • /
    • pp.541-549
    • /
    • 2010
  • While the number of rainy days is decreasing, the mean annual precipitation is increasing due to abnormal climate changes caused by the global warming in Korea. Owing to the biased-concentration of rainfall during specific short terms, not only flood but also drought becomes more and more serious. From the literature, it is easily found that previous studies about flood have been intensively conducted. However, previous studies about drought have been performed rarely. This study conducted the comparison between two representative drought indexes calculated from soil moisture and precipitation. Study area was Haenam-gun, Jeollanam-do in Korea. Soil Moisture Index(SMI) was calculated from soil moisture data while the Standardized Precipitation Index(SPI) and the Palmer Drought Severity Index(PDSI) were calculated from meteorological data. All monthly data utilized in this study were observed at the KoFlux Tower. After the comparative analysis, three indexes showed similar tendency. Therefore, it is thought that the drought index using soil moisture measured at the KoFlux Tower is reasonable, which is because the soil moisture is immediately affected by all the meteorological factors.