• Title/Summary/Keyword: 공간 토양수분

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Development and assessment of WRF-Hydro in East Asia (동아시아 WRF-Hydro 구축 및 평가)

  • Lee, Jaehyeong;Kim, Yeonjoo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.425-425
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    • 2022
  • 동아시아 지역은 몬순 영향으로 계절적인 수자원 변동성이 매우 크고 홍수 및 가뭄과 같은 수재해 피해가 빈번히 발생하고 추세이다. 본 연구에서는 동아시아의 수자원 관리에 활용하기 위해 수문 모형 중 하나인 WRF-Hydro (Weather Research and Forecast and Model Hydrological modeling extension package) 모형을 구축하였다. WRF-Hydro 모형은 미국 NCAR (National Center for Atmospheric Research)에서 개발된 커뮤니티형 고해상도 예측모델로 미국 등에서 활발히 사용되고 있으나, 동아시아 지역에 적용된 연구는 없다. 따라서 모형의 동아시아 적용 가능성에 대한 불확실성이 높다. 본 연구에서는 WRF-Hydro 모형을 0.25°의 공간해상도로 동아시아 대상으로 구축하였고, 기상 및 지면 특성과 유역자료를 활용한 머신러닝 방법으로 파라미터 보정을 시행하여 2006년부터 2015년까지 구동하였다. 머신러닝을 통해 지역특성이 고려된 WRF-Hydro 모형은 표면유출, 보수깊이, 표면 거칠기, 표면 기울기와 같은 매개변수를 보정하였다. 모형 평가를 위해 GRDC (Global Runoff Database Center (GRDC), GLDAS (Global Land Data Assimilation System), ESA-CCI (European Space Agency Climate Change Initiative), MODIS (Moderate Resolution Imaging Spectroradiometer)에서 제공하는 관측 유출량, 토양수분, 증발산량을 비교, 분석하여 동아시아 적용 적절성에 대해 검토하였다.

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Evaluation of Drainage Improvement Effect Using Geostatistical Analysis in Poorly Drained Sloping Paddy Soil (경사지 배수불량 논에서 배수개선 효과의 지구통계적 기법을 이용한 평가)

  • Jung, Ki-Yuol;Yun, Eul-Soo;Park, Ki-Do;Park, Chang-Young
    • Korean Journal of Soil Science and Fertilizer
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    • v.43 no.6
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    • pp.804-811
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    • 2010
  • The lower portion of sloping paddy fields normally contains excessive moisture and the higher water table caused by the inflow of ground water from the upper part of the field resulting in non-uniform water content distribution. Four drainage methods namely Open Ditch, Vinyl Barrier, Pipe Drainage and Tube Bundle for multiple land use were installed within 1-m position from the lower edge of the upper embankment of sloping alluvial paddy fields. Knowledge of the spatial variability of soil water properties is of primary importance for management of agricultural lands. This study was conducted to evaluate the effect of drainage in the soil on spatial variability of soil water content using the geostatistical analysis. The soil water content was collected by a TDR (Time Domain Reflectometry) sensor after the installation of subsurface drainage on regular square grid of 80 m at 20 m paddy field located at Oesan-ri, Buk-myeon, Changwon-si in alluvial slopping paddy fields ($35^{\circ}22^{\prime}$ N, $128^{\circ}35^{\prime}$). In order to obtain the most accurate field information, the sampling grid was divided 3 m by 3 m unit mesh by four drainage types. The results showed that spatial variance of soil water content by subsurface drainage was reduced, though yield of soybean showed the same trends. Value of "sill" of soil water content with semivariogram was 9.7 in Pipe Drainage, 86.2 in Open Ditch, and 66.8 in Vinyl Barrier and 15.7 in Tube Bundle.

Crop Water Stress Index (CWSI) Mapping for Evaluation of Abnormal Growth of Spring Chinese Cabbage Using Drone-based Thermal Infrared Image (봄배추 생육이상 평가를 위한 드론 열적외 영상 기반 작물 수분 스트레스 지수(CWSI) 분포도 작성)

  • Na, Sang-il;Ahn, Ho-yong;Park, Chan-won;Hong, Suk-young;So, Kyu-ho;Lee, Kyung-do
    • Korean Journal of Remote Sensing
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    • v.36 no.5_1
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    • pp.667-677
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    • 2020
  • Crop water stress can be detected based on soil moisture content, crop physiological characteristics and remote-sensing technology. The detection of crop water stress is an important issue for the accurate assessment of yield decline. The crop water stress index (CWSI) has been introduced based on the difference between leaf and air temperature. In this paper, drone-based thermal infrared image was used to map of crop water stress in water control plot (WCP) and water deficit plot (WDP) over spring chinese cabbage fields. The spatial distribution map of CWSI was in strong agreement with the abnormal growth response factors (plant height, plant diameter, and measured value by chlorophyll meter). From these results, CWSI can be used as a good method for evaluation of crop abnormal growth monitoring.

Analysis of Water Use Strategies of Two Co-occurring Mature Tree Species, Pinus densiflora and Quercus serrata (생육공간을 공유하는 소나무와 졸참나무의 수분 이용 전략 비교 분석)

  • Lee, Kiwoong;Lee, Bora;Cho, NangHyun;Lim, Jong-Hwan;Kim, Eun-Sook
    • Journal of Korean Society of Forest Science
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    • v.111 no.3
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    • pp.385-393
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    • 2022
  • The study was carried out in Pocheon-si, Gyeonggi-do from March to December in 2019 to compare and analyze the water use strategies of two co-occurring tree species, Pinus densiflora and Quercus serrata, both native and dominant in Korea's forest ecosystems. Through seasonal changes, we measured environmental variables such as air temperature, relative humidity, precipitation, net radiation, and soil water content. Sap flow densities of P. densiflora (n = 6) and Q. serrata (n = 3) were measured, along with environmental variables. The maximum sa pflow density for Q. serrata almost doubled that of P. densiflora during the growing season, while the maximum sap flow densities in both Q. serrata and P. densiflora peaked in September and August, respectively. Net radiation and vapor pressure deficit, but not air temperature, were the major environmental variables significantly affecting sap flow density. Analysis of hysteresis revealed that P. densiflora exhibited isohydric behavior, while Q. serrata showed anisohydric behavior. Analysis of crown conductance revealed similar trends as sap flow density, i.e., the crown conductance of Q. serrata was twice that of P. densiflora during the growing period. The study compared and analyzed the water use strategies between two co-occurring species. To better understand the underlying mechanisms of water use, more research on both physiological and morphological traits are needed.

Application of Empirical Models for Estimation of Surface Parameters (지표면 매개변수 추정을 위한 경험상의 모델 활용)

  • 양민실;문우일
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2003.04a
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    • pp.176-181
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    • 2003
  • 이 논문은 나대지에서 획득한 polarimetric SAR 자료의 후방 산란 계수(backscattering coefficient) 분석을 위한 surface parameters 추출 및 forward mapping에 대하여 서술하였다. Surface parameter는 토양의 거칠기(ks), 수분 함량(m/sub v/), 유전 상수(ε/sub m/) 등이 포함되어 있고, 유전 상수의 추정을 위하여 0.3-1.3GHz 구간의 자료를 기반으로 제안된 N. R. Peplinski의 경험상의 모델(Empirical Model) 알고리즘을 사용하였다. 추정된 surface parameter는 polarimetric SAR 자료의 산란 현상을 특징짓기 위한 forward mapping의 입력 값으로 이용되었으며, scattering model로 Oh의 경험상의 모델을 사용하였다. 각각의 surface parameter ks, θ, m/sub v/는 Oh 모델을 이용한 시뮬레이션을 통하여 레이더 후방 산란 계수에 미치는 영향에 대하여 조사되었다.

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Comparison of the Spatial Variability of C- and L-Band Remotely Sensed Soil Moisture (원격측정 토양수분자료, (C-band 측정치 vs. L-band 측정치)의 공간변화도 비교)

  • Kim, Gwangseob;Lim, TaeKyung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2004.05b
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    • pp.705-708
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    • 2004
  • The spatial variability of the L- and C- band large scale remotely sensed soil moisture data, obtained during tire Southern Great Plain 1999 (SGP'99), was characterized. The results demonstrate that soil moisture data using L-band show the break in statistical symmetry (multiscaling behavior) with the variation of scale of observation, which is similar to that of the soil property such as sand content. Also, soil moisture data using C-band show single scaling behavior with the variation of scale of observation, which Is similar to that of the vegetation condition.

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Spatial and Temporal Characteristics of Extreme 2015-2017 Drought Events in South Korea Using Evaporative Demand Drought Index (EDDI) (Evaporative Demand Drought Index (EDDI)를 활용한 2015-2017년 극한가뭄사상의 시·공간적 특성 분석)

  • Bnag, Na-Kyoung;Nam, Won-Ho;Yang, Mi-Hye;Hong, Eun-Mi;Svoboda, Mark D.
    • Proceedings of the Korea Water Resources Association Conference
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    • 2018.05a
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    • pp.410-410
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    • 2018
  • Evaporative Demand Drought Index (EDDI)는 미국해양대기관리처 (National Oceanic and Atmospheric Administration, NOAA)에서 2016년에 개발한 가뭄지표로, 기존의 가뭄지표가 주로 강수량과 기온에 초점을 두고 가뭄을 판단하는 반면 토양의 수분 스트레스의 신호를 바탕으로 증발산수요의 상대적인 변화를 계산하여 가뭄지표에 대한 조기 경보를 제공한다. EDDI는 강수량을 이용한 기존의 가뭄지수와 달리 증발/산 요구량 (evaporative demand)에 초점을 맞춰 보다 짧은 시간의 척도와 공간 분포 및 시계열 결과의 도출로 잠재적 가뭄 예보에 활용할 수 있어 가뭄의 조기 경보 및 가뭄 모니터링 도구로 사용할 수 있다. 현재 NOAA에서는 EDDI Map Archive(https://www.esrl.noaa.gov/psd/eddi/)를 활용하여 1980년부터 현재까지 1-week부터 12-months 시간척도의 미국 전역의 EDDI 지도를 제공하고 있으며, 짧은 기간의 급속하게 발생하는(rapid-onset) Flash drought의 조기경보지표로 활용되고 있다. 본 연구에서는 최근 3년간 우리나라에 발생한 극심한 가뭄 사상을 대상으로 EDDI의 적용함으로서 시공간적 가뭄 특성을 파악하고자 한다.

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Habitat Characteristics of Saussurea chabyoungsanica (자병취의 생육지 특성)

  • Oh, Young-Ju;Paik, Weon-Ki;Lee, Woo-Chul
    • The Korean Journal of Ecology
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    • v.25 no.3 s.107
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    • pp.145-152
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    • 2002
  • Saussurea chabyoungsanica was recorded in new species by Lim Hyoung Tak in 1997. In order to understand the entity of new species, we investigated the new distribution sites, vegetation structure and soil environmental factors. Additionally discovered distribution sites of S. chabyoungsanica were Manduckbong, Mt. Sukbyoung, Mt. Duckhang, and Sukgaejae, which were located on ridge of the Taebaek Mountains. Those sites are typical limestone zones of Korea and among them Sukgaejae belongs to lower great limestone area and Manduckbong, Mt. Sukbyoung and Mt. Duckhang belong to upper great limestone area. According to the result of phytosociological study, plant communities of S. chabyoungsanica were classified by 1 Community group, 4 Communities and 2 Subcommunities; Carex humilis var. nana-Saussurea chabyoungsanica Community group in wide sense Quercus mongolica Community group, Lespedeza maximowiczii-Saussurea chabyounsanica Community, Galium kinuta-Saussurea chabyoungsanica Community, Salvia chanryonica-Saussurea chabyoungsanica Community, Zabelia coreana-Saussurea chabyoungsanica Community. Environmental factor analysis of habitat showed that the distribution site of S. chabyoungsanica was ridge of North aspect and displayed pH $7{\sim}8$ typical of limestone. Soil moisture content was high, whereas organic matter content was low. Considering its high occurrence in sites of $1{\sim}10cm$ in soil depth, and of $30{\sim}45%$ in relative light intensity, major distribution sites were outcrops and boundaries between shrubland and forest. After community division by vegetation structure in habitat of S. chabyoungsanica, we investigated characters of soil environment by community. As a result of PCA analysis of soil sample by community, it was possible to divide community by characters of soil environmental factor. The cumulative value of contribution rate represented in second dimension space was 73% and the major factors for that value were soil texture, organic matter content and field capacity.

Habitat Characteristics of Saussurea chabyoungsanica (자병취의 생육지 특성)

  • 백원기;오영주;이우철
    • The Korean Journal of Ecology
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    • v.25 no.2
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    • pp.75-82
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    • 2002
  • Saussurea chabyoungsanica was recorded in new species by Lim Hyoung Tak in 1997. In order to understand the entity of new species, we investigated the new distribution sites, vegetation structure and soil environmental factors. Additionally discovered distribution sites of S. chabyoungsanica were Manduckbong, Mt. Sukbyoung, Mt. Duckhang, and Sukgaejae, which were located on ridge of the Taebaek mountains. Those sites are typical limestone zones of Korea and among them Sukgaejae belongs to lower great limestone area and Manduckbong, Mt. Sukbyoung and Mt. Duckhang belong to uper great limestone area. According to the result of phytosociological study, plant communities of S. chabyoungsanica were classified by 1 Community group, 4 Communities and 2 Subcommunities; Carex humilis var. nana - Saussurea chabyoungsanica Community group in wide sense Quercus mongolica Community group, Lespedeza maximowiczii- Saussurea chabyoungsanica Community, Galium kinuta - Saussurea chabyongsanica Community, Saliva chanryonica - Saussurea chabyoungsanica Community, Zabelia coreana - Saussurea chabyoungsanica Community. Environmental factor analysis of habitat showed that the distribution site of S. chabyoungsanica was ridge of North aspect and displayed pH 7∼8 typical of limestone. Soil moisture content was high, whereas organic matter content was low. Considering its high occurrence in sites of 1∼10cm in soil depth, and of 30∼45% in relative light intensity, major distribution sites were outcrops and boundaries between shrubland and forest. After community division by vegetation structure in habitat of S. chabyoungsanica, we investigated characters of soil environment by community. As a result of PCA analysis of soil sample by community, it was possible to divide community by characters of soil environmental factor. The cumulative value of contribution rate represented in second dimension space was 73% and the major factors for that value were soil texture, organic matter content and field capacity.

Analysis of evapotranspiration in the Imjin River Basin (임진강 유역의 증발산량 분석)

  • Dong Phil Kim;Joo Hun Kim
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.323-323
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    • 2023
  • 유역의 증발산량 자료는 물순환 과정을 규명하는 매우 중요한 자료 중의 하나이며, 물순환 성분별 명확한 산정 결과는 수자원 개발과 물환경 보전에 중요한 정보를 제공할 수 있다. 본 논문에서는 임진강 유역(유역출구(한강합류점) 기준, 유역면적 8,138.9km2)을 대상으로 5개년(2018~2022) 기상관측자료를 이용하여 증발산량을 산정하였으며, 그 외의 수문관측자료를 통해 물수지 분석도 수행하였다. 증발산량 산정은 세계식량기구(FAO)에서 제시한 Penman-Monteith equation을 적용하여 일별증발산량을 산정하였으며, 작물의 종류에 따른 계수는 잔디의 경우를 채택하였다. 본 방정식을 통해 산정된 증발산량(ETo)은 기준작물에 수분의 공급에 제한이 없는 상황에서 산정된 기준 증발산량(reference evapotranspiration)을 의미하며, 기준 증발산량을 실제 증발산량으로 변환하기 위해서는 작물계수를 고려해야 한다. 작물계수는 식생의 높이, 알베도, 식생의 저항, 토양으로부터의 증발 등의 영향을 받게 되나, 더욱더 명확하게는 식물에서의 증산을 설명하는 기본 작물계수와 토양에서의 증발을 설명하는 토양계수의 합을 통해 계수를 산정하게 된다. 임진강 유역에 공간적으로 분포된 작물계수를 정확히 산정하기에는 한계가 있으므로 잔디의 경우로 한정하여 산정된 기준 증발량은 833.0mm(5개년 평균값)이다. 각 물순환 성분별로 생성된 임진강 유역의 5개년 평균값인 유역평균강우량은 1,412.9mm이며, 하천유출량은 804.9mm(유역평균강우량 대비 57.0%), 실제 증발산량은 442.3mm(유역평균강우량 대비 31.3%, 기준 증발산량 대비 약 53.0%), 유역저류량은 165.7mm(유역평균강우량 대비 11.7%)이다. 유역평균강우량은 8개 관측소(양덕, 원산, 신계, 개성, 평강, 철원, 동두천, 파주) 강우량의 유역평균값이며, 하천유출량은 유역출구의 상류 관측소인 비룡대교 관측소(유역면적 6,784.0km2) 유출량의 유역면적비 적용값이다. 실제 증발산량은 기준 증발산량 산정값에 해당 유역내 존재하는 설마천 유역의 기준 증발산량과 실제 증발산량 비율(약 53.0%)을 적용한 값이며, 유역저류량은 전제적인 물수지 분석을 통해 얻어진 추정값이다. 이와 같이 산정된 물순환 성분별 자료는 유역의 물순환 과정 규명을 위한 기초자료로 매우 유용하게 활용될 수 있으며, 유역 물관리를 위한 의사결정 과정에 중요한 역할을 할 수 있을 것으로 기대된다.

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