• 제목/요약/키워드: Hydrological observations

검색결과 70건 처리시간 0.033초

Hydrological Variability of Lake Chad using Satellite Gravimetry, Altimetry and Global Hydrological Models

  • Buma, Willibroad Gabila;Seo, Jae Young;Lee, Sang-IL
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.467-467
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    • 2015
  • Sustainable water resource management requires the assessment of hydrological variability in response to climate fluctuations and anthropogenic activities. Determining quantitative estimates of water balance and total basin discharge are of utmost importance to understand the variations within a basin. Hard-to-reach areas with few infrastructures, coupled with lengthy administrative procedures makes in-situ data collection and water management processes very difficult and unreliable. In this study, the hydrological behavior of Lake Chad whose extent, extreme climatic and environmental conditions make it difficult to collect field observations was examined. During a 10 year period [January 2003 to December 2013], dataset from space-borne and global hydrological models observations were analyzed. Terrestial water storage (TWS) data retrieved from Gravity Recovery and Climate Experiment (GRACE), lake level variations from Satellite altimetry, water fluxes and soil moisture from Global Land Data Assimilation System (GLDAS) were used for this study. Furthermore, we combined altimetry lake volume with TWS over the lake drainage basin to estimate groundwater and soil moisture variations. This will be validated with groundwater estimates from WaterGAP Global Hydrology Model (WGHM) outputs. TWS showed similar variation patterns Lake water level as expected. The TWS in the basin area is governed by the lake's surface water. As expected, rainfall from GLDAS precedes GRACE TWS with a phase lag of about 1 month. Estimates of groundwater and soil moisture content volume changes derived by combining altimetric Lake Volume with TWS over the drainage basin are ongoing. Results obtained shall be compared with WaterGap Hydrology Model (WGHM) groundwater estimate outputs.

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수문관측용 고속 위성망 Pilot 시스템 구축 및 성능시험 (The Construction and Performance Test of High-Speed Satellite Network Pilot System for Hydrological observations)

  • 홍성택;신강욱;장성원;박성수
    • 한국통신학회논문지
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    • 제35권7A호
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    • pp.715-724
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    • 2010
  • 한국수자원공사에서는 수문관측용으로 홍수예보망 및 감시제어를 포함한 원격 데이터 취득과 정보제공 등 여러부분에 위성통신망을 12년째 사용하고 있다. 장기간의 시스템 사용에 따른 설비 대체가 필요한 시점으로, VSAT을 이용한 Ku-Band 대역에서 7개의 단말, 3개 2 hop, 1 HUB로 고속 위성망 Pilot 시스템을 구축하였으며, 구축된 시스템에 대한 성능시험을 실시한 결과, 설계한 Link Budget 등 모든 항목에 대하여 규정치를 만족시키는 성능을 확인하였다.

수자원 수량, 수질관리를 위한 수문관측시스템 구축방안 (Hydrological observation system deployment for water Water quantity, quality management)

  • 유세환;장동배
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2014년도 추계학술대회
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    • pp.882-885
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    • 2014
  • 최근, 기후변화에 의해 가뭄 및 홍수의 발생빈도 및 지속시간이 길어지고, 하천유량감소 및 연도별 편차가 증대하고 있다. 이러한 추세는 지속될 것으로 예상되며, 수자원의 관리는 수량, 수질 등을 종합적으로 분석하고 관리하는 쪽으로 변화하고 있다. 이러한 수자원의 관리를 위해서는 수자원관련 기초자료의 취득, 저장, 처리, 활용 등이 유기적으로 이루어져야 하는데, 이를 전자적으로 수행하는 것을 홍수경보시스템이라 하고, 이는 수문관측시스템과 경보방송시스템으로 구분할 수 있다. 수문관측시스템은 댐 유역의 수문현황을 관측할 수 있는 수문관측소(수위, 강우량, 수질)에서 계측된 수문관측자료를 인공위성 등 다양한 통신망을 통하여 댐 사무소에 위치한 중앙감시제어시스템에 전송되고, 수집된 수문관측자료는 1분 단위로 K-water본사에 전송된다. 전송된 자료를 활용하여 각종 수문분석 및 표출을 통해 대내 외에 제공되어 댐에 대한 이 치수의 의사결정을 지원한다. 본 논문에서는 수문관측시스템 구축방안에 대해서 알아본다.

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전지구 격자형 CHIRPS 위성 강우자료의 한반도 적용성 분석 (Assessment and Validation of New Global Grid-based CHIRPS Satellite Rainfall Products Over Korea)

  • 전민기;남원호;문영식;김한중
    • 한국농공학회논문집
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    • 제62권2호
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    • pp.39-52
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    • 2020
  • A high quality, long-term, high-resolution precipitation dataset is an essential in climate analyses and global water cycles. Rainfall data from station observations are inadequate over many parts of the world, especially North Korea, due to non-existent observation networks, or limited reporting of gauge observations. As a result, satellite-based rainfall estimates have been used as an alternative as a supplement to station observations. The Climate Hazards Group Infrared Precipitation (CHIRP) and CHIRP combined with station observations (CHIRPS) are recently produced satellite-based rainfall products with relatively high spatial and temporal resolutions and global coverage. CHIRPS is a global precipitation product and is made available at daily to seasonal time scales with a spatial resolution of 0.05° and a 1981 to near real-time period of record. In this study, we analyze the applicability of CHIRPS data on the Korean Peninsula by supplementing the lack of precipitation data of North Korea. We compared the daily precipitation estimates from CHIRPS with 81 rain gauges across Korea using several statistical metrics in the long-term period of 1981-2017. To summarize the results, the CHIRPS product for the Korean Peninsula was shown an acceptable performance when it is used for hydrological applications based on monthly rainfall amounts. Overall, this study concludes that CHIRPS can be a valuable complement to gauge precipitation data for estimating precipitation and climate, hydrological application, for example, drought monitoring in this region.

Analysis of interaction between river and groundwaterin Kurobe river fan by a grid-based hydrological model

  • Takeuchi, Masanobu;Murata, Fumito;Katayama, Takeshi;Nakamura, Shigeru;Nakashima, Noriyuki;Yamaguchi, Haruka;Baba, Aki
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2012년도 학술발표회
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    • pp.26-26
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    • 2012
  • The Kurobe river, which runs through eastern Toyama Prefecture is one of the most famous rivers for wild water because of its steep slope in the range from 1/5 to 1/120. This river forms an alluvial fan in the range up to 13 kilometers from the sea. In this region, significant seepage flow occurs and thus the stream sometimes been intermitted. Moreover, the amount of seepage flow seems to vary with the groundwater level of the region. To keep the river environment healthy for flora and fauna, especially to conserve good condition for spawning of fishes, an appropriate environmental flow should be maintained in the river. To achieve this target, controlling of the upstream reservoir has to be studied in depth. One of the major problems to decide the amount of water to be released from the reservoir to maintain the environmental flow is to estimate the amount of water leaked into the groundwater from the river. This phenomenon is affected by the river flow rate as well as the groundwater level in the alluvial fan and the conditions vary in space and time. Thus, a grid-based hydrological cycle analysis model NK-GHM has been applied to clarify the hydrological cycle componentsin this area including seepage/discharge from/to the river. The model was tested by comparing with river flow rate, groundwater levels and other observations and found that the model described those observations well. Consequently, the seepage from the Kurobe river was found significant but it was also found that the groundwater in this region has been preserved by the recharge from the irrigation water supply into paddy fields in the alluvial fan.

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Reconstruction of Terrestrial Water Storage of GRACE/GFO Using Convolutional Neural Network and Climate Data

  • Jeon, Woohyu;Kim, Jae-Seung;Seo, Ki-Weon
    • 한국지구과학회지
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    • 제42권4호
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    • pp.445-458
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    • 2021
  • Gravity Recovery and Climate Experiment (GRACE) gravimeter satellites observed the Earth gravity field with unprecedented accuracy since 2002. After the termination of GRACE mission, GRACE Follow-on (GFO) satellites successively observe global gravity field, but there is missing period between GRACE and GFO about one year. Many previous studies estimated terrestrial water storage (TWS) changes using hydrological models, vertical displacements from global navigation satellite system observations, altimetry, and satellite laser ranging for a continuity of GRACE and GFO data. Recently, in order to predict TWS changes, various machine learning methods are developed such as artificial neural network and multi-linear regression. Previous studies used hydrological and climate data simultaneously as input data of the learning process. Further, they excluded linear trends in input data and GRACE/GFO data because the trend components obtained from GRACE/GFO data were assumed to be the same for other periods. However, hydrological models include high uncertainties, and observational period of GRACE/GFO is not long enough to estimate reliable TWS trends. In this study, we used convolutional neural networks (CNN) method incorporating only climate data set (temperature, evaporation, and precipitation) to predict TWS variations in the missing period of GRACE/GFO. We also make CNN model learn the linear trend of GRACE/GFO data. In most river basins considered in this study, our CNN model successfully predicts seasonal and long-term variations of TWS change.

Diurnal variation of atmospheric water vapor based on GPS observations over Taiwan

  • Cheng, Chihan;Liou, Yuei-An
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.1036-1038
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    • 2003
  • Diurnal variations in the atmospheric vapor at Banchiao of Taiwan are studied by analyzing 30 min-averaged data in the summer of 1998. The surface meteorological measurements were mainly obtained from the Central Weather Bureau (CWB) of Taiwan. It is found that precipitable water (PW) is increased in the afternoon. The maximum of precipitable water appears at around 0900 LST. The diurnal range of precipitable water is larger on the days with than without rainfall events. Rainfall events often occur in the afternoon and early morning. We also examine the difference in the characteristics of the PW signatures with and without rainfall according to the occurrence of the times for the rainfall peak and the onset of rainfall.

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비동질성 Markov 모형에 의한 시간강수량 모의발생을 이용한 IDF 곡선의 유도 (Derivation of IDF Curve by the Simulation of Hourly Precipitation using Nonhomogeneous Markov Chain Model)

  • 문영일;최병규;오태석
    • 한국방재학회:학술대회논문집
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    • 한국방재학회 2008년도 정기총회 및 학술발표대회
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    • pp.501-504
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    • 2008
  • A non-homogeneous markov model which is able to simulate hourly rainfall series is developed for estimating reliable hydrological variables. The proposed approach is applied to simulate hourly rainfall series in Korea. The simulated rainfall is used to estimate the design rainfall and compared to observations in terms of reproducing underlying distributions of the data to assure model's validation. The model shows that the simulated rainfall series reproduce a similar statistical attribute with observations, and expecially maximum value is gradually increased as number of simulation increase.

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ET 중력계에 의한 기조력 변화 연구 (A Study on the Earth Tide Variations by ET Gravimeter)

  • 박정환;한욱
    • 자원환경지질
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    • 제31권2호
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    • pp.141-147
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    • 1998
  • Earth tide observations were taken at AMIST observatory in Seoul by LaCoste-Romberg ET gravimeter from September 2 to 16, 1997 for determining the gravimetric factor ($\delta$) and analyzing the tidal components. Meter drifts were corrected by regression and then denoised by threshholding wavelet, a data processing tool. The mean value of $\delta$ is 1.2 and the mean phase lag of & ($M_2$, $S_2$) and & $K_1$, $O_1$) is $0.07{\pm}0.03^{\circ}$ and $0.08{\pm}0.07^{\circ}$ by analyzing the observed earth tides. For yielding measurements of gravity accurate to about 0.01 mgal, the Earth tide observations are required by ET meter. The tidal variations are due to the planet's distance and zenith angle. With the exception of Earth-Moon and Earth-Sun mechanism, the possible causes of tidal variations are tectonical, meterological and hydrological perturbations. The long period and broad observations are required for determining the state of art gravimetric factor in Korea.

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