• Title/Summary/Keyword: 탁한 해수

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Development of chlorophyll algorithms in turbid(CASE-II) waters (탁한(CASE-II) 해수의 클로로필 분석 알고리즘의 개발)

  • 안유환;이홍재;문정언
    • Proceedings of the KSRS Conference
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    • 2001.03a
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    • pp.111-115
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    • 2001
  • 부유물이 해수의 광특성을 좌우하는 탁한 해수의 해색 분석 알고리즘을 개발하기 위하여 해수의 CASE-II water 원격반사도 모델이 개발되었다. 개발된 원격반사도 모델은 현장관측 자료와 비교 검정되었으며, 모델의 결과를 활용하여 지금까지의 단순 2 band ratio의 클로로필 알고리즘보다 발전된, 즉 부유물 농도의 함수로 새로운 개념의 알고리즘 개발이 시도하였다. 새 해색 클로로필 알고리즘을 SeaWiFS 위성 자료에 적용한 결과 만족스러운 결과를 얻을 수 있었다.

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MODIS 해수색 위성 자료를 이용한 동중국해 turbid water의 변동 모니터링

  • 서영상;김복기;이나경;장이현;황재동;이용화;오현주
    • Proceedings of the Korean Society of Fisheries Technology Conference
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    • 2002.10a
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    • pp.156-157
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    • 2002
  • 동중국해는 해양어족 자원의 보고이며, 한국, 중국, 일본 등 연안 국가가 많은 혜택을 받고 있는 해역이다. 이와 같은 동중국해는 중국대륙의 연안수와 쿠로시오가 만나는 곳으로, 그 경계역에서 해황 변동이 심한 것으로 알려져 있다(Chikuni, 1985). 특히, 해양 광학적인 측면에서 동중국해수는 매우 복잡한 광특성을 지니고 있다. 동중국해 해역 중 중국대륙 연안측에서는 탁한 해수(Case II), 일본 연근해역에서는 밝은 해수(Case I)그리고 동중국해의 중심 해역인 제주도 연근해역에서는 밝은 해수와 탁한 해수가 합쳐진 혼합수 특성을 나타내고 있다(Ahn et al., 1998;Ahn, 2000; Suh et al., 2001). (중략)

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Turbid water atmospheric correction for GOCI: Modification of MUMM algorithm (GOCI영상의 탁한 해역 대기보정: MUMM 알고리즘 개선)

  • Lee, Boram;Ahn, Jae Hyun;Park, Young-Je;Kim, Sang-Wan
    • Korean Journal of Remote Sensing
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    • v.29 no.2
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    • pp.173-182
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    • 2013
  • The early Sea-viewing Wide Field-of-view Sensor(SeaWiFS) atmospheric correction algorithm which is the basis of the atmospheric correction algorithm for Geostationary Ocean Color Imager(GOCI) assumes that water-leaving radiances is negligible at near-infrared(NIR) wavelengths. For this reason, all of the satellite measured radiances at the NIR wavelengths are assigned to aerosol radiances. However that assumption would cause underestimation of water-leaving radiances if it were applied to turbid Case-2 waters. To overcome this problem, Management Unit of the North Sea Mathematical Models(MUMM) atmospheric correction algorithm has been developed for turbid waters. This MUMM algorithm introduces new parameter ${\alpha}$, representing the ratio of water-leaving reflectance at the NIR wavelengths. ${\alpha}$ is calculated by statistical method and is assumed to be constant throughout the study area. Using this algorithm, we can obtain comparatively accurate water-leaving radiances in the moderately turbid waters where the NIR water-leaving reflectance is less than approximately 0.01. However, this algorithm still underestimates the water-leaving radiances at the extremely turbid water since the ratio of water-leaving radiance at two NIR wavelengths, ${\alpha}$ is changed with concentration of suspended particles. In this study, we modified the MUMM algorithm to calculate appropriate value for ${\alpha}$ using an iterative technique. As a result, the accuracy of water-leaving reflectance has been significantly improved. Specifically, the results show that the Root Mean Square Error(RMSE) of the modified MUMM algorithm was 0.002 while that of the MUMM algorithm was 0.0048.

Overview and Prospective of Satellite Chlorophyll-a Concentration Retrieval Algorithms Suitable for Coastal Turbid Sea Waters (연안 혼탁 해수에 적합한 위성 클로로필-a 농도 산출 알고리즘 개관과 전망)

  • Park, Ji-Eun;Park, Kyung-Ae;Lee, Ji-Hyun
    • Journal of the Korean earth science society
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    • v.42 no.3
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    • pp.247-263
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    • 2021
  • Climate change has been accelerating in coastal waters recently; therefore, the importance of coastal environmental monitoring is also increasing. Chlorophyll-a concentration, an important marine variable, in the surface layer of the global ocean has been retrieved for decades through various ocean color satellites and utilized in various research fields. However, the commonly used chlorophyll-a concentration algorithm is only suitable for application in clear water and cannot be applied to turbid waters because significant errors are caused by differences in their distinct components and optical properties. In addition, designing a standard algorithm for coastal waters is difficult because of differences in various optical characteristics depending on the coastal area. To overcome this problem, various algorithms have been developed and used considering the components and the variations in the optical properties of coastal waters with high turbidity. Chlorophyll-a concentration retrieval algorithms can be categorized into empirical algorithms, semi-analytic algorithms, and machine learning algorithms. These algorithms mainly use the blue-green band ratio based on the reflective spectrum of sea water as the basic form. In constrast, algorithms developed for turbid water utilizes the green-red band ratio, the red-near-infrared band ratio, and the inherent optical properties to compensate for the effect of dissolved organisms and suspended sediments in coastal area. Reliable retrieval of satellite chlorophyll-a concentration from turbid waters is essential for monitoring the coastal environment and understanding changes in the marine ecosystem. Therefore, this study summarizes the pre-existing algorithms that have been utilized for monitoring turbid Case 2 water and presents the problems associated with the mornitoring and study of seas around the Korean Peninsula. We also summarize the prospective for future ocean color satellites, which can yield more accurate and diverse results regarding the ecological environment with the development of multi-spectral and hyperspectral sensors.

위성 영상과 해양 실측 자료를 활용한 부유사 농도 추정식 유도

  • Lee, Min-Seon;Park, Gyeong-Ae;Jeong, Jong-Ryul;Seo, Gang-Seon;An, Yu-Hwan;Mun, Jeong-Eon
    • 한국지구과학회:학술대회논문집
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    • 2010.04a
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    • pp.136-136
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    • 2010
  • 해색원격탐사에서 해수 type을 광학적 성질에 따라 Case-I water와 Case-II water로 구분한다. Case-I water는 기본적으로 조류 세포 및 그 쇄설물 그리고 미량의 용존 유기물을 포함하며, 맑은 해수인 대양이 이에 속한다. Case-II water는 부유 무기입자, 육상 기원입자 및 높은 용존 유기물 농도, 인간이 만든 유입물을 포함한 탁한 해수이며, 연안 해역의 해수가 이에 속한다(Gordon, 1983). Case-II water에 속하는 연안 해역의 부유사 농도는 해양 연안 환경 변화를 모니터링 할 수 있는 중요한 지표 중 하나이다. 부유사가 연안 환경, 연안 양식장, 어장 환경에 어떤 영향을 주는지 파악할 수 있다. 채수를 통하여 부유사 농도를 추정하는 것은 시간적 경제적 제약이 따른다. 하지만 위성자료와 실측 자료간의 상관관계가 잘 나타나는 계수를 유도하면, 실측없이 위성영상만 있으면 연속적인 부유사 농도 분포를 볼 수 있을 것으로 기대된다. 이런 목적으로 Landsat ETM+ 자료를 이용하여 광양만의 표층 부유사 농도를 추정하였다. 위성 통과시간에 맞춰 2009년 9월 22일과 11월 25일 2차례에 걸쳐 부유사 농도와 반사도를 광양만 16개 정점에서 측정하였다. 부유사 농도는 표층의 해수를 채수하여 GF/F 필터를 이용해 측정되었고, 반사도는 Spectroradiometer를 사용하여 350nm부터 1050nm까지 1nm 간격으로 측정되었다. Landsat ETM+ 자료와 실측 반사도는 원격반사도 $R_{rs}$로 변환되었고, 두 가지 $R_{rs}$를 실측 부유사 농도와 비교하여 부유사 농도 산출 계수를 유도하였다. 경험적으로 구한 계수를 사용하여 위성영상을 부유사 농도로 계산하였으며, 이는 같은 날의 실측 부유사 농도와 비슷한 공간분포를 나타내었다.

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Comparison of Estimation Methods of Primary Production of the Yellow Sea for Geostationary Ocean Color Imager (GOCI) Data (정지궤도 해색탑재체(GOCI) 자료 활용을 위한 황해의 일차생산력 추정방법 비교)

  • Park, Ji-Soo;Yoo, Sin-Jae
    • Korean Journal of Remote Sensing
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    • v.26 no.2
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    • pp.221-237
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    • 2010
  • To estimate marine primary production, satellite data are essential for providing much better spatial and temporal resolutions. However, primary production estimation for turbid coastal water such as the Yellow Sea still needs much improvement. Here we evaluate currently available methods of primary production estimation in the Yellow Sea. We focus on comparison of eight combinations from four chlorophyll-a algorithms and two primary production algorithms of the Yellow Sea. Estimated primary production by the eight combinations ranged from 96.5 to $610.2\;gC\;m^{-2}\;yr^{-1}$ in the central region of the Yellow Sea. The new chlorophyll algorithms (presently under development by Korea, China, and Japan scientists) are expected to improve the retrieval of chlorophyll-a in turbid regions compared to the standard algorithm but there are certain unresolved problems. The new algorithm for primary production (which uses adjusted physiological parameters with in-situ data) also needs further improvement.

An Analysis of the Relationship between Inherent Optical Properties and Ocean Color Algorithms Around the Korean Waters (한반도 주변의 해수 고유광특성과 해색 알고리즘의 관계 분석)

  • Min, Jee-Eun;Ryu, Joo-Hyung;Park, Young-Je
    • Korean Journal of Remote Sensing
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    • v.31 no.5
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    • pp.473-490
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    • 2015
  • There are diverse sea areas within the coverage of GOCI which is observed around the Korea at one-hour intervals. It includes not only very clear ocean of East Sea, but also extremely turbid waters of the Yangtze River estuary. In this study, we analyzed the different optical characteristics of various sea areas using absorption coefficients of phytoplankton, Suspended Particulate Matter(SPM), Dissolved Organic Matter(DOM). Totally 959 sets of bio-optical and marine environmental data were obtained from 2009 to 2014 around the sea area of Korea. The East Sea, South Sea, East China Sea and offshore part of Yellow Sea showed similar pattern having high levels of contribution of phytoplankton and DOM. On the other hands, the coastal part of Mokpo and Gyeonggi Bay showed opposite pattern having high levels of contribution of SPM and DOM. As a result of the algorithm performance for chlorophyll-a(Chl-a) and SPM, Chl-a is mostly overestimated and SPM is mainly tended to be underestimated. Large amount of errors are induced by the SPM rather than the chl-a and DOM. These errors are primarily founded in the coastal waters having relatively high levels of $a_{SPM}$ contribution of more than 60%.

Study on Underwater Black Box Data Recovery System using Optical Wireless Communication (수중 가시광 통신을 이용한 블랙박스 데이터 회수 시스템 연구)

  • Son, Hyeon-joong;Choi, Hyeung-sik;Kang, Jin-il;Sur, Joo-no;Jeong, Seong-hoon;Lee, Jaeheon;Kim, Seo-kang
    • Journal of Advanced Navigation Technology
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    • v.23 no.1
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    • pp.61-68
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    • 2019
  • Underwater wireless light communication system is quite necessary to retrieve recorded data from underwater devices or the black box without taking back it body. In this paper, a research on the light sensor technology in underwater wireless light communication under turbid sea was studied. A noise source under turbid sea for light communication was analysed, and a sensor system for light sensing using the reference light signal to remove the noises and to improve the output swing power wasstudied. Also, an underwater communication system was manufactured to validate the good performance of the development system, and using the system, the good performance of the developed system was validated through the light communication test in the tank containing the turbid sea water was presented.

Satellite Remote Sensing to Monitor Seasonal Horizontal Distribution of Resuspended Sediments in the East China Sea (위성원격탐사에 의한 동중국해 재부상 부유사의 계절적 수평분포 특성)

  • Lee, Na-Kyung;Suh, Young-Sang;Kim, Young-Seup
    • Journal of the Korean Association of Geographic Information Studies
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    • v.6 no.3
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    • pp.151-161
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    • 2003
  • The spatiotemporal distribution of resuspended solid on the shelf of the southern Yellow Sea and the northern East China Sea was studied. The sea surface reflectance imageries obtained by remote sensing using satellite at channels of red (620~670nm), green(545~565nm) and blue(459~479nm) from Terra MODIS were used to explain the front of the high concentration suspended solid(SS) on the shelf in the East China Sea. The horizontal distribution of the resuspended solid was depended on the wind force, tidal current and stratification of water. The horizontal distribution areas of the resuspended solid in winter season during January~April, 2002 were three times wider than those in summer season during June~September, 2001.

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A Study on the Telemetry System for the Inhabitant Environment and Distribution of Fish-III -Oxygen, pH, Turbidity and Distribution of Fishes- (어류의 서식환경과 분포생태의 원격계측에 관한 연구 -III -$용존산\cdot$pH 및 독도와 어류의 분포생태-)

  • 신형일;안영화;신현옥
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.35 no.2
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    • pp.136-146
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    • 1999
  • The telemetry system for the oxygen, pH, turbidity and the distribution ecology of fishes was constructed by the authors in order to product and manage effectively in shallow sea culture and setnets fisheries, and then the experiments for the telemetry system carried out at the culturing fishing ground in coast of Sanyang-Myon, Kyoungsangnam-Do and the set net fishing ground located Nungpo bay in Kojedo province respectively from October, 1997 to June 1998.As those results, the techniques suggested in the telemetry system for which find out the relationship between the physical and chemical environment in the sea and the distribution ecology of fishes gave full display its function, and its system could be operated as real time system. This research can also provide base-line data to develope a hybrid system unifying the marine environment information and the fisheries resources information in order to manage effectively coastal fishing ground.

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