• 제목/요약/키워드: Soil Sensing

검색결과 424건 처리시간 0.022초

Estimation of Rice Growth Using RADARSTA-2 SAR Images at Seosan Region

  • Kim, Yihyun;Hong, Sukyoung;Lee, Kyoungdo;Jang, Soyeong
    • 한국토양비료학회지
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    • 제46권4호
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    • pp.237-244
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    • 2013
  • Radar remote sensing is appropriate for monitoring rice because the areas where this crop is cultivated are often cloudy and rainy. Especially, Synthetic Aperture Radar (SAR) can acquire remote sensing information with a high temporal resolution in tropical and subtropical regions due to its all-weather capability. This paper analyzes the relationships between backscattering coefficients of rice measured by RADARSAT-2 SAR and growth parameters during a rice growth period. We examined the temporal variations of backscattering coefficients with full polarization. Backscattering coefficients for all polarizations increased until Day Of Year (DOY 222) and then decreased along with Leaf Area Index (LAI), fresh weight, and Vegetation Water Content (VWC). Vertical transmit and Vertical receive polarization (VV)-polarization backscattering coefficients were higher than Horizontal transmit and Horizontal receive polarization (HH)-polarization backscattering coefficients in early rice growth stage and HH-polarization backscattering coefficients were higher than VV-polarization backscattering coefficients after effective tillering stage (DOY 186). Correlation analysis between backscattering coefficients and rice growth parameters revealed that HH-polarization was highly correlated with LAI, fresh weight, and VWC. Based on the observed relationships between backscattering coefficients and variables of cultivation, prediction equations were developed using the HH-polarization backscattering coefficients.

KOMPSAT-3와 KOMPSAT-5 SAR 영상을 이용한 토양수분 산정과 결과 검증: 제주 서부지역 사례 연구 (Soil Moisture Estimation Using KOMPSAT-3 and KOMPSAT-5 SAR Images and Its Validation: A Case Study of Western Area in Jeju Island)

  • 이지현;이하영;김광섭;이기원
    • 대한원격탐사학회지
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    • 제39권6_1호
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    • pp.1185-1193
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    • 2023
  • 위성 영상을 활용하여 정확한 토양 수분도를 산정하는 연구는 원격탐사 응용 분야에 포함되는 중요한 기본 연구 주제 중 하나이다. 이 연구의 목적은 KOMPSAT-3/3A 영상과 KOMPSAT-5 SAR 영상을 적용하여 시험 지역에 대하여 토양수분도를 제작하고 산정된 결과를 정확도 검증 차원에서 미국 NASA에서 제공하는 Soil Moisture Active Passive (SMAP)의 토양수분 자료와 정량 비교하는 것이다. 한편 농림 식생 지대를 중심으로 토양수분도를 산정하기 위하여 환경공간정보서비스에서 제공하는 토지피복지도를 연구에 적용하였다. 시험 연구 지역은 이 연구에 적용한 수분 구름 모델(Water Cloud Model)에 기반한 토양수분 산정 알고리즘 적용에 필요한 입력 자료가 모두 가용한 제주 서부 지역을 선정하였다. 토양수분도 제작에 사용한 Synthetic Aperture Radar (SAR) 영상은 KOMPSAT-5 HV와 Sentinel-1 VV 영상이며, 식생지수는 KOMPSAT-3 영상의 지표반사도를 사용하였다. 이 연구에서 산출한 토양수분도 산정 결과와 SMAP (L-3) 자료를 차분 연산으로 비교하면 차이 값이 평균 4.13±3.60p%의 높은 일치도를 보이는 것으로 나타났고, SMAP (L-4) 자료와의 차분 연산 결과는 평균 14.24±2.10p% 수준의 일치도를 보였다. 이 연구를 통하여 향후 우리나라 위성영상과 공공 제공자료를 이용하여 정확도가 높은 정밀 토양수분도를 제작할 수 있는 가능성을 제시하였다.

지표면 토양의 유효 수분함유량 산출에 관한 연구 (Evaluation of Effective Soil Moisture From Natural Soil Surfaces)

  • 오이석
    • 대한원격탐사학회지
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    • 제11권3호
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    • pp.117-127
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    • 1995
  • 본 논문에서는 지표면의 유효 토양 수분함유량의 적정한 값을 추출하는 몇가지 방법을 소개하고 그 방법들을 서로 비교하였다. 지표면의 꼭대기 층은 비교적 말라 있고, 밑바닥 층은 젖 어 있어서 종단면으로 봤을 때 토양은 대개 균일하지 않은 수분함유량 분포를 갖는다. 이러한 비 균일적인 토양의 수분함유량을 봤을 때 토양은 대개 균일하지 않은 수분함유량 분포를 갖는다. 이러한 비균일적인 토양의 수분함유량을 어떤 평균적인 값으로 나타낸 것이 유효 수분함유량이 다. 이 유효 수분함유량을 구하는 간단한 방법 중의 하나는 층층이 측정한 수분함유량의 산술 평 균을 취하는 것이다. 다른 방법으로는 균일한 지표면과 비균일한 지표면의 침투 두께를 각각 계 산하고 비교하여 유효 수분함유량을 얻는 방법이 있다. 또 다른 방법은 균일 지표면과 비균일 지 표면에서 각각 반사율을 계산하고 비교하여 유효 수분함유량을 구한다. 이러한 방법들이 서로 비 교되었고, 특히 반사율 적용법이 좀 더 자세하게 연구되었는데 그 이유는 실제 레이다 산란은 전 파의 침투보다는 반사에 의해 좌우되기 때문이다.

On the Spatial and Temporal Variability of L-band Polarimetric SAR Observations of Permafrost Environment in Central Yakutia

  • Park, Sang-Eun
    • 대한원격탐사학회지
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    • 제33권1호
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    • pp.47-60
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    • 2017
  • The permafrost active layer plays an important role in permafrost dynamics. Ecological patterns, processes, and water and ice contents in the active layer are spatially and temporally complex depending on landscape heterogeneity and local-scale variations in hydrological processes. Although there has been emerging interest in the application of optical remote sensing techniques to permafrost environments, optical sensors are significantly limited in accessing information on near surface geo-cryological conditions. The primary objective of this study was to investigate capability of L-band SAR data for monitoring spatio-temporal variability of permafrost ecosystems and underlying soil conditions. This study exploits information from different polarimetric SAR observables in relation to permafrost environmental conditions. Experimental results show that each polarimetric radar observable conveys different information on permafrost environments. In the case of the dual-pol mode, the radar observables consist of two backscattering powers and one correlation coefficient between polarimetric channels. Among them, the dual-pol scattering powers are highly sensitive to freeze/thaw transition and can discriminate grasslands or ponds in thermokarst area from other permafrost ecosystems. However, it is difficult to identify the ground conditions with dual-pol observables. Additional backscattering powers and correlation coefficients obtained from quad-pol mode help understanding seasonal variations ofradar scattering and assessing geo-cryological information on soil layers. In particular, co-pol coherences atHV-basis and circular-basis were found to be very usefultools for mapping and monitoring near surface soil properties.

Applications of Ground-Based Remote Sensing for Precision Agriculture

  • Hong Soon-Dal;Schepers James S.
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2005년도 국제학술회의
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    • pp.100-113
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    • 2005
  • Leaf color and plant vigor are key indicators of crop health. These visual plant attributes are frequently used by greenhouse managers, producers, and consultants to make water, nutrient, and disease management decisions. Remote sensing techniques can quickly quantify soil and plant attributes, but it requires humans to translate such data into meaningful information. Over time, scientists have used reflectance data from individual wavebands to develop a series of indices that attempt to quantify things like soil organic matter content, leaf chlorophyll concentration, leaf area index, vegetative cover, amount of living biomass, and grain yield. The recent introduction of active sensors that function independent of natural light has greatly expanded the capabilities of scientists and managers to obtain useful information. Characteristics and limitations of active sensors need to be understood to optimize their use for making improved management decisions. Pot experiments involving sand culture were conducted in 2003 and 2004 in a green house to evaluate corn and red pepper biomass. The rNDVI, gNDVI and aNDVI by ground-based remote sensors were used for evaluation of corn and red pepper biomass. The result obtained from the case study was shown that ground remote sensing as a non-destructive real-time assessment of plant nitrogen status was thought to be a useful tool for in season crop nitrogen management providing both spatial and temporal information.

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산림환경 정보구축 및 산림환경 평가 (Construction of forest environmental information and evaluation of forest environment)

  • 장관순
    • 환경영향평가
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    • 제7권2호
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    • pp.37-51
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    • 1998
  • This study was carried out to lead the scientific management of the urban forest by estimating the forest environment. Forest environmental information was constructed using IDRISI system based on survey data, soil, plant, and digital elevation data. Forest environmental information was consisted of soil depth, soil organic content, soil hardness and parent rock as a soil environmental factor, and forest community, tree age, crown density as a plant environmental factor. Plant activity and topographic environment also were analyzed by using remote sensing data and digital elevation data. Environmental function of urban forest was estimated based on results of soil conservation and forest productivity. 70% of urban forest is located in elevation of lower than 200m and 55% of forest area have the slope of lower than 15 degree. Analyzed soil conservation status and forest productivity were almost the same as the soil chemical properties of collected soil sample and the vegetation index estimated using remote sensing data, respectively. Thus, the constructed forest environmental information could be useful to give some ideas for management of urban forest ecosystem and establishment of environmental conservation planning, including forests, in Taejon. The best forest environmental function was appeared at the natural ecology preservation zone. Current natural parks and urban parks were appeared to establish the environmental conservation plan for further development. The worst forest environmental function was appeared at the forest near to the industrial area and an overall and systematic plan was required for the soil management and high forest productivity because these forest was developing a severe soil acidification and having a low forest productivity.

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Performance evaluation of soil-embedded plastic optical fiber sensors for geotechnical monitoring

  • Zhang, Cheng-Cheng;Zhu, Hong-Hu;Shi, Bin;She, Jun-Kuan;Zhang, Dan
    • Smart Structures and Systems
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    • 제17권2호
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    • pp.297-311
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    • 2016
  • Based on the distributed fiber optic sensing (DFOS) technique, plastic optical fibers (POFs) are attractive candidates to measure deformations of geotechnical structures because they can withstand large strains before rupture. Understanding the mechanical interaction between an embedded POF and the surrounding soil or rock is a necessary step towards establishing an effective POF-based sensing system for geotechnical monitoring. This paper describes a first attempt to evaluate the feasibility of POF-based soil deformation monitoring considering the POF-soil interfacial properties. A series of pullout tests were performed under various confining pressures (CPs) on a jacketed polymethyl methacrylate (PMMA) POF embedded in soil specimens. The test results were interpreted using a fiber-soil interaction model, and were compared with previous test data of silica optical fibers (SOFs). The results showed that the range of CP in this study did not induce plastic deformation of the POF; therefore, the POF-soil and the SOF-soil interfaces had similar behavior. CP was found to play an important role in controlling the fiber-soil interfacial bond and the fiber measurement range. Moreover, an expression was formulated to determine whether a POF would undergo plastic deformation when measuring soil deformation. The plasticity of POF may influence the reliability of measurements, especially for monitored geo-structures whose deformation would alternately increase and decrease. Taken together, these results indicate that in terms of the interfacial parameters studied here the POF is feasible for monitoring soil deformation as long as the plastic deformation issue is carefully addressed.

Preliminary Results On Radar Measurement Of Paddy Field Using C-Band Scatterometer System

  • Jamil, H.;Ali, A.;Yusof, S.;Ahmad, Z.;Mahmood, K.A.;Abu Bakar, S.B.;Aziz, H.;Ibrahim, N.;Koo, V.C.;Sing, L.K.
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
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    • pp.1002-1004
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    • 2003
  • A ground-based, C-band full polarimetric mobile Scatterometer system has been developed in Malaysia with collaboration between Malaysian Centre for Remote Sensing (MACRES) and Multimedia University (MMU). The main purpose of this system is to measure and monitor backscattering coefficient, ${\sigma }^0$, for earth terrain such as paddy fields, forest and soil surfaces. This paper describes the preliminary results on radar backscatter measurement from paddy field using the mobile C-band Scatterometer system. The measurement campaign was conducted at Sungai Burung area in April 2003. Real time data were collected using four polarization modes (HH, HV, VV and VH), at various incidence angles ranging from 0$^0$ to 60$^0$. The measurement data show consistent results as compared to other reports, which verify the capability of this Scatterometer system as a useful tool for remote sensing.

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해남 플럭스 타워 지점에서의 Advanced Microwave Scanning Radiometer E 토양수분자료의 검증 (Advanced Microwave Scanning Radiometer E Soil Moisture Evaluation for Haenam Flux Monitoring Network Site)

  • 허유미;최민하
    • 대한원격탐사학회지
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    • 제27권2호
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    • pp.131-140
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    • 2011
  • 본 연구에서는 원격탐사자료인 Advanced Microwave Scanning Radiometer E (AMSR-E) 토양수분자료의 시간적 변통성 검증을 위해 해남 플럭스 지점에서 관측된 2년간의 (2004년과 2006년) 토양수분자료를 이용하였다. 지상관측 토양수분자료에 비해 상대적으로 큰 공간해상도를 가진 원격탐사자료(AMSR-E)는 2년간의 비교/검증에서 지상관측토양수분자료와 시간적 상관성이 있는 것으로 파악되었으며, 차후에 보다 다양한 식생조건과 현장조건에서 심도 있는 검증연구가 이루어져야 할 것으로 판단된다. 이를 위해서는 보다 다양한 지역에서 현장측정이 이루어져야할 것으로 사료된다. 이를 통하여 보다 정확한 비교/검증 연구가 수행된다면, 원격탐사 토양수분자료의 활용성을 기대할 수 있으며 또한 수문기상학적 관점에서 지표면 대기의 상호작용에 대한 올바른 이해를 향상시킬 수 있을 것으로 판단된다.

Toluene-o-monooxygenase와 Fluoresceinamine을 이용한 Trichloroethene와 Tetrachloroethene 감지용 광섬유 바이오센서의 특성 (Characteristics of Trichloroethene and Tetrachloroethene Sensing Optical Fiber Biosensor Using Toluene-o-monooxygenase and Fluoresceinamine)

  • 류두현
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제23권4호
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    • pp.42-47
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    • 2018
  • E. coli TG1 pBS TOM Green was cultured to produce toluene-o-monooxygenase (TOM). A biosensor system was successfully constructed using purified TOM to effectively detect trichloroethene (TCE) and tetrachloroethene (PCE), which represent some of the major contaminants in groundwater and soil. In order to utilize TOM as a sensor, NADH, a biological oxidizer, was replaced with hydrogen peroxide which is a chemical oxidizing agent. A three-layered sandwich-type sensing tip was fabricated on the outside of the hydrophilic polyvinylidene fluoride membrane. TCE and PCE were applied to the sensor and the hydrogen ions were measured by a fiber optic fluorometer using fluoresceinamine. Calibration curves were obtained for TCE and PCE in the concentration range of 0.2-100 mg/l, and the detection limit of the system was $10{\mu}g/l$ for TCE and PCE.