• Title/Summary/Keyword: Soil moisture index

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Derivation of a Tank Model with a Conceptual Rainfall-Infiltration Process (개념적 강우-침투 과정을 고려한 탱크 모형의 유도)

  • Park, Haen-Nim;Cho, Won-Cheol
    • Journal of Korea Water Resources Association
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    • v.39 no.1 s.162
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    • pp.47-57
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    • 2006
  • This study derives an event-based tank model with a conceptual rainfall-infiltration process, modifying conventional tank models. The model comprises two serial tanks, one parallel tank and an infiltration regulating element. The infiltration process within the element is not represented as a function of only time, but as a function of soil moisture content for three possible cases owing to the relationship between rainfall intensity and infiltration capacity. This study considers the previous soil moisture condition of a watershed by using antecedent precipitation index. Six parameters of the model are identified by using the real coded genetic algorithm. The applicability and validity of the proposed model are assessed for the observed stormwater data from the research basin of the International Hydrological Program, the Pyeongchanggang River basin, Republic of Korea. The results computed streamflows show relatively good agreement with observed ones.

Basic study on the biological and physicochemical properties of burnt forest soil for the ecological restoration by organic waste (유기성폐자원을 이용한 산불토양의 생태학적 복원을 위한 토양의 생물학적, 물리화학적 기초특성연구)

  • Jung, Young-Ryul;Song, In-Geun;Kim, Young-Jun
    • Journal of the Korea Organic Resources Recycling Association
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    • v.13 no.1
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    • pp.79-89
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    • 2005
  • Forest soils were analyzed on their biological and physicochemical properties for the ecological restoration of burnt forest soil using organic wastes and proper microorganisms. Three kinds of soil samples were collected from undamaged soil(US), naturally restoring soil(NS) and artificially restoring soil(AS). All soil samples were sandy soil and acidic soil, ranged pH 5.34~5.78. Moisture content was higher in the soil of NS region. And the others were similar. Total organic matter and soluble sugar were higher at the surface, generally. Heterotrophic soil microbes were abundant at the surface soil of NS and subsoil of AS. Dehydrogenase, cellulase and phosphatase activities were higher at the NS soil. Especially, Dehydrogenase activity as primary index of soil microbial process showed high correlationship with moisture content(r=0.90, P < 0.05).

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Improvement of Mid-and Low-flow Estimation Using Variable Nonlinear Catchment Wetness Index (비선형 유역습윤지수를 이용한 평갈수기 유출모의개선)

  • Hyun, Sukhoon;Kang, Boosik;Kim, Jin-Gyeom
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.36 no.5
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    • pp.779-789
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    • 2016
  • The effective rainfall is calculated considering the soil moisture. It utilizes observed data directly in order to incorporate the soil moisture into the rainfall-runoff model, or it calculates indirectly within the model. The rainfall-runoff model, IHACRES, used in this study computes the catchment wetness index (CWI) first varying with temperature and utilize it for estimating precipitation loss. The nonlinear relationship between the CWI and the effective rainfall in the Hapcheondam watershed was derived and utilized for the long-term runoff calculation. The effects of variable and constant CWI during calibration and validation were suggested by flow regime. The results show the variable CWI is generally more effective than the constant CWI. The $R^2$ during high flow period shows relatively higher than the ones during normal or low flow period, but the difference between cases of the variable and constant CWI was insignificant. The results indicates that the high flow is relatively less sensitive to the evaporation and soil moisture associated with temperature. On the other hand, the variable CWI gives more desirable results during normal and low flow periods which means that it is crucial to incorporate evaporation and soil moisture depending on temperature into long-term continuous runoff simulation. The NSE tends to decrease during high flow period with high variability which could be natural because NSE index is largely influenced by outliers of underlying variable. Nevertheless overall NSE shows satisfactory range higher than 0.9. The utilization of variable CWI during normal and low flow period would improve the computation of long-term rainfall-runoff simulation.

Detection of flash drought using evaporative stress index in South Korea (증발스트레스지수를 활용한 국내 돌발가뭄 감지)

  • Lee, Hee-Jin;Nam, Won-Ho;Yoon, Dong-Hyun;Mark, D. Svoboda;Brian, D. Wardlow
    • Journal of Korea Water Resources Association
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    • v.54 no.8
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    • pp.577-587
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    • 2021
  • Drought is generally considered to be a natural disaster caused by accumulated water shortages over a long period of time, taking months or years and slowly occurring. However, climate change has led to rapid changes in weather and environmental factors that directly affect agriculture, and extreme weather conditions have led to an increase in the frequency of rapidly developing droughts within weeks to months. This phenomenon is defined as 'Flash Drought', which is caused by an increase in surface temperature over a relatively short period of time and abnormally low and rapidly decreasing soil moisture. The detection and analysis of flash drought is essential because it has a significant impact on agriculture and natural ecosystems, and its impacts are associated with agricultural drought impacts. In South Korea, there is no clear definition of flash drought, so the purpose of this study is to identify and analyze its characteristics. In this study, flash drought detection condition was presented based on the satellite-derived drought index Evaporative Stress Index (ESI) from 2014 to 2018. ESI is used as an early warning indicator for rapidly-occurring flash drought a short period of time due to its similar relationship with reduced soil moisture content, lack of precipitation, increased evaporative demand due to low humidity, high temperature, and strong winds. The flash droughts were analyzed using hydrometeorological characteristics by comparing Standardized Precipitation Index (SPI), soil moisture, maximum temperature, relative humidity, wind speed, and precipitation. The correlation was analyzed based on the 8 weeks prior to the occurrence of the flash drought, and in most cases, a high correlation of 0.8(-0.8) or higher(lower) was expressed for ESI and SPI, soil moisture, and maximum temperature.

Development of Travelling Cone-Penetrometer (주행형(走行型) Cone-Penetrometer 개발(開發)에 관(關)한 연구(硏究))

  • Lee, K.M.;Song, J.G.;Chang, D.C.;Chung, S.W.
    • Journal of Biosystems Engineering
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    • v.12 no.3
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    • pp.1-6
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    • 1987
  • The objective of this study is to develop a soil hardness tester which can estimate tillage resistance with tae travelling cone-penetrometer. For the study, a series of tests was performed using the cone penetrating in the horizontal direction. Based on the tests above, soil hardness was represented by travelling cone-index vs depth of cone penetration, travelling speed and moisture contents of the soil Resistance characteristics obtained from the experiments were compared with those by a vertical cone-penetrometer and the Yamanaka's soil hardness tester. Following conclusions were made from the study. 1. 8 to 9 peaks per one meter were detected in the resistance curve of cone penetration regardless of the travelling speed of cone-penetrometer when it penetrated the soil in the horizontal direction. This phenomenon seemed to be a similar one noticed in shearing pitch of plowing. 2. Cone index increased as travelling speed increased from 0.08m/sec to 0.5m/sec. 3. Linear relationship was found between the cone indices measured by the travelling coe-penetrometer and Yamanaka's hardness tester. 4. Increasing rate of the cone indices measured by vertical cone-penetrometer decreased as the depth of soil increased while the cone indices by the travelling cone-pentrometer increased linearly.

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The Vegetation of Mt. Choksang (赤裳山의 植生)

  • Kim, Chang-Hwan;Seon-Hee Kang;Bong-Seop Kil
    • The Korean Journal of Ecology
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    • v.14 no.2
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    • pp.137-148
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    • 1991
  • The forest vegation and their structural characteristics in mt. chokang were investgated by phytosociological survey and ordination. It was classified five forests such as quercus tschonoskii community and fraxinus mandshurica community and this result has confirmed to coincide with community ciassification by polar ordination. Chang of diversity index was shown to decase, whereas dominance index, to increase according to chang high altitude. By soil moisture gradient, distribution pattern of fraxinus mandshurica, acer mono, carpinus cordata was in moist, but quercus serrata,˘quercus variabilis and mongolica, dry habitats.

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Analysis of Hydrologic Geo-Spatial Information Using Runoff-Management Model (유출관리모형을 활용한 수문학적 공간정보 분석)

  • Lee, Sang-Jin;Noh, Joon-Woo;Ahn, Jung-Min;Kim, Joo-Cheol
    • Journal of Korea Spatial Information System Society
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    • v.11 no.1
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    • pp.97-104
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    • 2009
  • GIS (Geographic Information System) is very useful in describing basin wide geographic characteristics and hydrologic analysis. This study estimated long term hydrologic variations in the Geum river basin using the SSARR rainfall runoff simulation model to provide reliable hydrologic information associated with rainfall runoff management module. Calibrated various hydrologic information such as soil moisture index, water use, direct and base flow are generated using GIS tools to display spatial hydrologic information in the unit of subbasin of target watershed. In addition, the graphic user interface toolkit designed for data compilation is expected to support efficient basin wide rainfall runoff analysis.

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Real Time Estimation of Soil Moisture Drought Index in Standard Hydrologic Unit Watershed using Web-based GIS (웹 기반 GIS를 이용한 실시간 표준유역 단위별 토양수분가뭄지수 산정)

  • Nam, Won-Ho;Choi, Jin-Yong;Yoo, Seung-Hwan;Jang, Min-Won
    • Proceedings of the Korea Water Resources Association Conference
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    • 2008.05a
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    • pp.2276-2280
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    • 2008
  • 가뭄은 강우의 시기별 지역별 불균형으로 인해 발생하며 한 계절에서 1년, 길게는 수년 동안 지속되는 시간 특성을 가지면서 그 시작과 끝을 명확하게 정의하기가 힘들고 지속적으로 누적된 효과가 천천히 나타난다. 이러한 가뭄의 관리를 위해서는 시간적인 가뭄의 발생과 공간적인 가뭄의 분포를 파악하는 것이 중요하며, 가뭄의 진행상황이나 심도를 정의할 수 있는 객관적인 기준을 통해 수행할 수 있을 것이다. 토양수분가뭄지수(Soil Moisture Drought Index)는 식생에 영향을 주는 가뭄을 판단하기 위한 지표로서 강수량, 기온, 풍속, 습도, 토양물리 특성자료를 바탕으로 산정된다. 본 연구에서 사용한 토양수분가뭄지수는 가뭄 상태를 유효수분백분율의 50%이하일 때로 정의하고, 지속기간(duration), 크기(magnitude), 강도 (severity)의 세 가지 기준을 이용하여 가뭄을 분석하였다. 이 지수는 일별 모의가 가능하고 자연 상태의 가뭄표시, 선행적인 가뭄제시, 단기적인 가뭄평가 이라는 장점을 가진다. 따라서 본 연구에서는 웹 기반 GIS를 이용하여 실시간으로 표준유역 단위별 토양수분가뭄지수를 산정하고 이를 통해 가뭄을 평가할 수 있는 방안을 제시하고자 한다.

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Analysis of Soil Moisture Variability Due to the Vegetation Index (식생변화가 토양수분에 미치는 영향 분석)

  • Choi, Minha;Hur, Yoomi;Kim, Hyunwoo;Kim, Tae-Woong
    • 한국방재학회:학술대회논문집
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    • 2011.02a
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    • pp.107-107
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    • 2011
  • 최근 기후변화로 야기되는 식생의 변화는 수문기상인자인 증발산과 토양수분에 많은 영향을 끼친다. 본 연구의 목적은 식생의 변화가 수문기상인자인 토양수분에 어떠한 영향을 미치는지 분석하고자 하는데 있다. 식생인자와 수문기상 인자와의 상관관계를 알아보기 위해 Moderate Resolution Imaging Spectroradiometer(MODIS) 위성 이미지 데이터를 연구에 적용하였으며, 식생인자는 MODIS 13 Vegetation Indices Product에서 추출한 정규식생지수 Normalized Difference Vegetation Index(NDVI)를 이용하였다. 식생인자와 토양수분의 상관관계를 분석하기 위해 농업기상정보시스템(Rural Development Administration, RDA)에서 측정한 군위, 논산, 옥천, 예산 지역의 토양수분 관측값 및 Aqua 위성에 탑재된 Advanced Microwave Scanning Radiometer E(AMSR-E)를 이용하여 측정한 토양수분 관측값을 MODIS-NDVI와 비교 분석하였다. 식생인자와 수문기상인자의 시계열 자료를 이용하여 변화하는 양상을 알아내고자 하였고 상관성을 분석하여 식생인자가 수문인자에 어떠한 영향을 주는지 파악하였다. 그 결과 RDA 토양수분 관측값은 MODIS-NDVI와 거의 비슷한 경향을 나타남을 확인 할 수 있었으며, 이는 RDA와 AMSR-E의 토양수분의 관측 깊이에 따른 차이로 이 같은 현상이 나타난다고 사료된다, 또한 MODIS-NDVI, AMSR-E, RDA가 가지고 있는 각기 다른 공간 해상도(1km, 25km, point scale)가 반영된 결과라 할 수 있겠다, 추후 이를 보완한다면 보다 식생변화가 토양수분에 미치는 영향분석을 명확히 할 수 있을 것이다.

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Suggestion and Evaluation for Prediction Method of Landslide Occurrence using SWAT Model and Climate Change Data: Case Study of Jungsan-ri Region in Mt. Jiri National Park (SWAT model과 기후변화 자료를 이용한 산사태 예측 기법 제안과 평가: 지리산 국립공원 중산리 일대 사례연구)

  • Kim, Jisu;Kim, Minseok;Cho, Youngchan;Oh, Hyunjoo;Lee, Choonoh
    • Journal of Soil and Groundwater Environment
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    • v.26 no.6
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    • pp.106-117
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    • 2021
  • The purpose of this study is prediction of landslide occurrence reflecting the subsurface flow characteristics within the soil layer in the future due to climate change in a large scale watershed. To do this, we considered the infinite slope stability theory to evaluate the landslide occurrence with predicted soil moisture content by SWAT model based on monitored data (rainfall-soil moisture-discharge). The correlation between the SWAT model and the monitoring data was performed using the coefficient of determination (R2) and the model's efficiency index (Nash and Sutcliffe model efficiency; NSE) and, an accuracy analysis of landslide prediction was performed using auROC (area under Receiver Operating Curve) analysis. In results comparing with the calculated discharge-soil moisture content by SWAT model vs. actual observation data, R2 was 0.9 and NSE was 0.91 in discharge and, R2 was 0.7 and NSE was 0.79 in soil moisture, respectively. As a result of performing infinite slope stability analysis in the area where landslides occurred in the past based on simulated data (SWAT analysis result of 0.7~0.8), AuROC showed 0.98, indicating that the suggested prediction method was resonable. Based on this, as a result of predicting the characteristics of landslide occurrence by 2050 using climate change scenario (RCP 8.5) data, it was calculated that four landslides could occur with a soil moisture content of more than 75% and rainfall over 250 mm/day during simulation. Although this study needs to be evaluated in various regions because of a case study, it was possible to determine the possibility of prediction through modeling of subsurface flow mechanism, one of the most important attributes in landslide occurrence.