Landsat 시계열 영상을 이용한 한강 수계 호수 소온과 계절적 성층 현상 분석

이훈열 ( Hoon Yol Lee ),한향선 ( Hyang Sun Han ) 大韓遠隔探査學會 2005 大韓遠隔探査學會誌 Vol.21 No.4

Landsat 시계열 영상과 실측수온자료를 이용하여 한강 수계 댐호들의 표면수온과 계절적 성층현상을 분석하였다. 1994년에서 2004년까지 29회에 걸쳐 얻어진 Landsat-5. 7 열적외선 영상으로부터 NASA 경험식을 이용하여 호수의 표면수온을 추출하였고, 이를 하천형 댐호인 파로호, 춘천호, 의암호, 청평호, 팔당호의 표층수온, 그리고 호소형 댐호인 소양호의 상층수온(수심 10m) 자료와 비교하였다. 십 수 년간 매월 1회 측정된 수온자료를 위성관측 날짜에 보간하여 사용하였음에도 불구하고, 하천형 댐호들에서는 수온오차(위성관측수온-실측보간수온)의 표준 편차가 2℃ 이하인 영상이 24개로서, 새로운 통계적 대기보정을 적용할 수 있었다. 실측보간수온과 위성관측수온의 상관계수는 소양호가 0.915 (대기보정 후 0.950), 다른 호수는 0.951-0.980 (대기보정 후 0.979-0.997)로서 높은 상관성을 보여주었다. 이는 수심이 얕고 인위적인 물의 유입과 유출이 연중 계속되는 하천형 댐호의 표층에는 혼합층이 상시 존재하고 수온의 일변화 및 월변화가 비교적 연속적이기 때문인 것으로 해석되었다. 그러나 소양호에서는 4-7월에 위성관측수온 이 실측보간수온보다 3-50℃ 더 높게 나타나는 이상 수온오차가 관찰되었다. 한강 수계의 최상류에 위치하며 수심이 깊고 자연적인 유입량만이 존재하는 소양호에서 이 시기는 상층수의 물리적 혼합현상아 없이 매우 안정적이고, 일조량 증가에 따라 호수 상층부에 수온약층이 발달하기 때문에, 수심 10m에서 측정된 실측수온보다 위성으로 관측된 표면수온이 연중 비교적 건조한 이 시기에 더 높게 나타나는 것으로 밝혀졌다. We have analyzed surface water temperature and seasonal stratification of lakes in the Han river system using time-series Landsat images and in situ measurement data. Using NASA equation, at-satellite temperature is derived from 29 Landsat-5 TM and Landsat-7 ETM+ images obtained from 1994 to 2004, and was compared with in situ surface temperature on river-type dam lakes such as Paro, Chuncheon, Euiam, Chongpyong, Paldang, and with 10m-depth temperature on lake-type dam lake Soyang. Although the in situ temperature at the time of satellite data acquisition was interpolated from monthly measurements, the number of images with standard deviation of temperature difference (at-satellite temperature-in situ interpolated temperature) less than 2℃ was 24 on which a novel statistical atmospheric correction could be applied. The correlation coefficient at Lake Soyang was 0.915 (0.950 after correction) and 0.951-0.980 (0.979-0.997 after correction) at other lakes. This high correlation implies that there exist a mixed layer in the shallow river-like dam lakes due to physical mixing from continuous influx and efflux, and the daily and hourly temperature change is not fluctuating. At Lake Soyang, an anomalous temperature difference was observed from April to July where at-satellite temperature is 3-5℃ higher than in situ interpolated temperature. Located in the uppermost part of the Han river system and its influx is governed only by natural precipitation, Lake Soyang develops stratification during this time with rising sun elevation and no physical mixture from influx in this relatively dry season of the year.

Landsat 시계열 영상을 이용한 한강 수계 호수 수온과 계절적 성충 현상 분석

한향선,이훈열,Han, Hyang-Sun,Lee, Hoon-Yol 대한원격탐사학회 2005 大韓遠隔探査學會誌 Vol.21 No.4

Landsat 시계열 영상과 실측수온자료를 이용하여 한강 수계 댐호들의 표면수온과 계절적 성층현상을 분석하였다. 1994년에서 2004년까지 29회에 걸쳐 얻어진 Landsat-5, 7 열적외선 영상으로부터 NASA 경험식을 이용하여 호수의 표면수온을 추출하였고, 이를 하천형 댐호인 파로호, 춘천호, 의암호, 청평호, 팔당호의 표층수온, 그리고 호소형 댐호인 소양호의 상층수온(수심 10m) 자료와 비교하였다. 십 수 년간 매월 1회 측정된 수온자료를 위성관측 날짜에 보간하여 사용하였음에도 불구하고, 하천형 댐호들에서는 수온오차(위성관측수온-실측보간수온)의 표준 편차가 $2^{\circ}C$ 이하인 영상이 94개로서, 새로운 통계적 대기보정을 적용할 수 있었다. 실측보간수온과 위성관측수온의 상관계수는 소양호가 0.915 (대기보정 후 0.950), 다른 호수는 0.951-0.980 (대기보정 후 0.979-0.997)로서, 높은 상관성을 보여주었다. 이는 수심이 얕고 인위적인 물의 유입과 유출이 연중 계속되는 하천형 댐호의 표층에는 혼합층이 상시 존재하고 수온의 일변화 및 월변화가 비교적 연속적이기 때문인 것으로 해석되었다. 그러나 소양호에서는 4-7월에 위성관측수온이 실측보간수온보다 $3-5^{\circ}C$ 더 높게 나타나는 이상 수온오차가 관찰되었다. 한강 수계의 최상류에 위치하며 수심이 깊고 자연적인 유입량만이 존재하는 소양호에서 이 시기는 상층수의 물리적 혼합현상이 없이 매우 안정적이고, 일조량 증가에 따라 호수 상층부에 수온약층이 발달하기 때문에, 수심 10m에서 측정된 실측수온보다 위성으로 관측된 표면수온이 연중 비교적 건조한 이 시기에 더 높게 나타나는 것으로 밝혀졌다. We have analyzed surface water temperature and seasonal stratification of lakes in the Han river system using time-series Landsat images and in situ measurement data. Using NASA equation, at-satellite temperature is derived from 29 Landsat-5 TM and Landsat-7 ETM+ images obtained from 1994 to 2004, and was compared with in situ surface temperature on river-type dam lakes such as Paro, Chuncheon, Euiam, Chongpyong, Paldang, and with 10m-depth temperature on lake-type dam lake Soyang. Although the in situ temperature at the time of satellite data acquisition was interpolated from monthly measurements, the number of images with standard deviation of temperature difference (at-satellite temperature - in situ interpolated temperature) less than $2^{\circ}C$ was 24 on which a novel statistical atmospheric correction could be applied. The correlation coefficient at Lake Soyang was 0.915 (0.950 after correction) and 0.951-0.980 (0.979-0.997 after correction) at other lakes. This high correlation implies that there exist a mixed layer in the shallow river-like dam lakes due to physical mixing from continuous influx and efflux, and the daily and hourly temperature change is not fluctuating. At Lake Soyang, an anomalous temperature difference was observed from April to July where at-satellite temperature is $3-5^{\circ}C$ higher than in situ interpolated temperature. Located in the uppermost part of the Han river system and its influx is governed only by natural precipitation, Lake Soyang develops stratification during this time with rising sun elevation and no physical mixture from influx in this relatively dry season of the year.

인공호소인 영산호의 용존산소 분포와 수층 성층구조의 연관성 분석

송은숙 ( Eun Sook Song ),조기안 ( Ki An Cho ),신용식 ( Yong Sik Shin ) 한국환경과학회 2015 한국환경과학회지 Vol.24 No.2

The Youngsan Lake was constructed to supply agricultural water to the extensive rice fields in the basin of the lake in 1981. Hypoxia has often developed in the bottom water of the lake during the warm season although the water depth is relatively shallow (< 16 m). We investigated the spatial and temporal variations of dissolved oxygen (DO) and physical properties such as water temperature, salinity and turbidity to elucidate the effects of change in physical properties on DO dynamics in the lake. Vertical profiles of DO, temperature, salinity, and water density were also explored to verify the development of stratification in relation to DO variation in the water column. Hypoxia (DO < 2 mg L-1) was not observed in the upper regions whereas hypoxia was detected in the lower regions during the warm season. Thermocline generally developed in the lower regions during the warm season unlike the previous studies in which no thermocline was observed. However, water column was well mixed when freshwater water was discharged from the reservoir through the sluice gate of the dike. DO concentrations also decreased when halocline or pycnocline developed during the dry season suggesting that the vertical stratification of water column affects DO dynamics although the water depth is shallow in the Youngsan lake.

물순환장치 가동에 따른 농업용저수지의 3차원 이송확산모의에 관한 연구

안재순(An, Jae-Soon),이영신(Lee, Young-Shin),오대민(Oh, Dae-Min) 한국산학기술학회 2012 한국산학기술학회논문지 Vol.13 No.7

본 논문은 국내 농업용저수지의 성층현상을 방지하고자 물순환장치를 설치하였을 때, 3차원 수리해석모델인 EFDC를 이용하여 부유물질 이송확산모의를 하였다. 이를 통해 물순환장치의 이송확산범위를 예측하고, 다양한 운전 인자를 조절함으로써 최적의 운전인자를 도출하여 물순환으로 인한 내부변화의 영향을 최소화하고자 하였다. 3차원 이송확산모의 결과에 의하면, 30일 이후에 전 수층에 걸쳐 물순환이 시작되며, 100일 이후 저수지의 전체순환 이 가능한 것으로 모의되었다. 또한, 연속운전보다 간헐운전이 저수지 전 구간에서 이송확산농도가 낮게 나타났으며, 안정적으로 전체순환이 일어났다. 물순환장치의 표층과 저층 혼합비율은 표층 혼합율이 높을수록 저수지 영향을 감소 시킬 수 있으며, 3:1 동일조건일 경우, Case 8(50일운전:50일정지) 조건이 저수지의 내부영향을 최소화할 수 있을 것 으로 나타났다. This study analyzed a 3D hydrodynamic advection diffusion using the EFDC model (Environmental Fluid Dynamics Code) in the agriculture lake to prevent stratification when we install a water circulator. EFDC model was predicted the range of the water circulator and various operational parameters ware derived for minimize the impact of the internal lake. Through EFDC simulation, water circulation is started overall circulation after 30days and a lake overall circulation showed that it was possible operated the water circulator after about 100days. Also, advection diffusion concentration was low in a lake when water circulator operate intermittent condition than continuous condition. And the entire circulation was stable in this condition. The S/B (Surface/Bottom) ratio can reduce the impact of lake as the surface water mixing a lot of. When the same condition (S/B ratio(3:1)), Case 8 (50days operation: 50days stop) of condition were able to minimize the impact of lake.

Salinity Changes and Bottom Water Particle Exchange Simulations in Response to Sluice Gate Operations at Saemangeum Lake

박성화,김종구,권민선 해양환경안전학회 2023 해양환경안전학회지 Vol.29 No.6

In an effort to improve water quality, the South Korean government has implemented measures to increase seawater circulation in Saemangeum Lake. We analyzed the effect of increasing the frequency of seawater circulation based on salinity levels and bottom water exchange in the lake, using an environmental fluid dynamics code model. When the sluice gate opening and shutting frequency increased from once to twice per day, the internal water level of Saemangeum Lake increased by up to ~0.7 m. The salinity increased by 2.12 psu near the western breakwater and decreased by 1.18 psu near the freshwater inlet. We analyzed the extent of bottom water exchange using a particle tracing method and observed that the residual rate of particles shallower than 5 m in water depth decreased by 2.52% in Case 2 (opening and shutting twice per day) compared to Case 1 (opening and shutting once per day). This indicates that increasing the frequency of sluice gate opening and shutting would promote enhanced bottom water exchange. Consequently, the increased salinity and bottom water exchange associated with increased seawater circulation are expected to improve water quality in Saemangeum Lake.

태풍에 의한 주암호복교지점의 식물플랑크톤 변화

조기안,이학영 한국하천호수학회 2018 생태와 환경 Vol.51 No.4

Phytoplankton community was studied in relation to a typhoon at Bok-gyo Bridge area in Juam Lake, Korea. In August 31, 2000, a typhoon (Prapiroon) was passed by Juam Lake with great power enough to destroy summer stratification of Juam Lake. Destratification resulted in temporal mixing of the whole water column and changed the physical and chemical properties of water bodies, and caused the changes of the biological properties. The transparency decreased from 195 cm before the typhoon to 84 cm after the typhoon with the resuspension of the bottom sediment. In the vertical distribution of the phytoplankton population, the maximum population was measured at depth of 2 m before the typhoon. However, immediately after the typhoon, the population distributed evenly throughout the entire water layers. The carbon biomass of the phytoplankton was also highest at the depth of 2 m before the typhoon, but immediately after the typhoon, it was uniformly distributed throughout the whole water layers. The vertical profiles of the concentrations of chlorophyll a, however, did not show a significant difference before and after the typhoon. The typhoon induced destratification and restratification altered the taxa of the phytoplankton. The major dominant phytoplankton taxa before the typhoon was diatoms including Aulacoseira granulata, but the green algae overwhelmed the diatoms in cell number and biomass after the typhoon. The chlorophycean dominance was replaced by cyanophycean dominance with the heavy rain and descent of water temperture at the end of September

조력발전소 가동에 따른 시화 해역의 해수특성 변화

강영승(Kang, Young Seung),채영기(Chae, Yeongki),이형래(Lee, Hyung Rae) 한국해안해양공학회 2013 한국해안해양공학회 논문집 Vol.25 No.4

시화조력발전소 가동에 따른 인근 해역의 해수특성 및 성층변화를 파악하기 위하여 3차원 수치모델을 이용하였다. 여름철의 경우, 하천을 통해 유입되는 담수의 영향으로 인해 시화호 내측의 밀도는 수온보다는 염분에 의해 더 영향을 받는다. 조력발전소 가동 전에 호 내측에서는 외해에 비해 상대적으로 고온, 저염의 해수특성을 보이는 반면에 조력발전소 가동 시에는 호 내측의 수온이 소폭 낮아지고 염분이 증가하는 경향을 보인다. 또한 조력발전소 가동 시 해수의 유입 유출이 활발해짐에 따라 혼합효과의 증대로 인해 시화호의 밀도는 증가하고 성층은 약화되는 것으로 나타났다. In order to investigate the changes in sea water characteristics and stratification due to operation of Shihwa tidal power plant, three dimensional numerical model is used. In summer, the density of inner part of Shihwa Lake is more affected by salinity than water temperature due to fresh water discharge. Before tidal power plant operation, the sea water characteristics in Shihwa Lake shows relatively high temperature and low salinity. After tidal power plant operation, water temperature decreases slightly and salinity tends to increase in Shihwa Lake. Also, density increases and stratification tends to weaken by mixing with sea water.

팔당호의 계절별 열적 및 화학적 층화 특성

손주연 ( Ju Yeon Son ),박진락 ( Jin Rak Park ),노혜란 ( Hye Ran Noh ),유순주 ( Soon Ju Yu ),임종권 ( Jong Kwon Im ) 한국물환경학회(구 한국수질보전학회) 2020 한국물환경학회지 Vol.36 No.1

The purpose of this study was to investigate the thermal and chemical stratification in Lake Paldang 2013-2018 weekly using Schmidt’s stability index (SSI) and the index of chemical stratification (IC-i). The annual average for SSI was 19.1 g cm/cm² with the maximum value of 45.3 g cm/cm² in the summer and the minimum value of 4.8 g cm/cm² in fall-winter showing seasonal differences as well as increased vertical mixing in the summer. The lake stability increased higher in 2016 as compared with the other period. The most influential factors of thermal stratification were temperature and heavy rainfall. Especially, high water temperature and a prolonged residence duration caused by reduced rainfall and inflows could result in an increase of the stratification period. While decreasing inflow and outflow at the end of the rainfall, the thermal stratification was restrengthened within 7-14 days, and then stabilized rapidly before the rainfall. IC-DO increased with high air temperature in the spring and fall-winter. However increasing sunshine duration and residence time and decreasing rate of outflow caused an increase of IC-DO in the summer. Rainfall (less than 800 mm/year) and discharge (less than 200 CMS) significantly declined in 2015 resulting in IC-DO (0.77) increased more than three times over the other years and bottom water hypoxia occurred. The SSI and IC-i used in this study could be applied to other lakes to understand changes in stratification and mixing dynamics.

2차원 수리 수질모델(CE-QUAL-W2)을 이용한 소양호 수온 성층현상과 홍수기 밀도류 이동 현상의 모델링

김윤희,김범철,최광순,서동일 江原大學校 附設 環境硏究所 2001 環境硏究 Vol.18 No.-

The temporal and spatial distribution of water temperature was surveyed and simulated in a deep warm monomitic Reservoir. The great depth (maximum depth of 100 m) and wind-sheltered dendritic shape caused strong summer stratification, Turbid storm runoff during the summer monsoon formed a metalimnion of 20~40m thickness which was distinct from the clearer epilimnion and hypolimnion. The temperature distribution and the movement of density current were simulated by using the 2-dimensional hydrologic model CE-QUAL-W2. Model was calibrated with 1996 date and verified data from 1995-1999 by applying the same set of parameters and constants as in calibration. The model could simulate temperature profiles with excellent agreement. Simulation results of movement of the intermediate density current also satisfactory. It can be concluded that the CE-QUAL-W2 model is useful in the prediction of the temperature distribution and movement of density current in reservoirs, which implies merits for further employment in water quality simulation.

댐 재개발이 호수 수온 및 탁수 거동 변화에 미치는 영향 예측을 위한 모델 연구

정선아(Seon A Jeong),박석순(Seok Soon Park) 大韓環境工學會 2005 대한환경공학회지 Vol.27 No.8