• 제목/요약/키워드: Pedotransfer function

검색결과 7건 처리시간 0.031초

투수계수로부터 입도분포 자료의 추정 (Estimation of grain size data from the hydraulic conductivity)

  • 은코모제피 템바;정상옥
    • Current Research on Agriculture and Life Sciences
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    • 제29권
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    • pp.29-35
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    • 2011
  • The relationship between hydrologic processes and scale is one of the more complex issues in surface water hydrology. Disturbances that change vegetation and/or soil properties have been known to subsequently alter the landscape. The primary objective of this study was to estimate the grain size of soils with different properties from the hydraulic conductivity using pedotransfer functions. The double ring infiltrometer method was used to measure the vertical hydraulic conductivity of three soils under different soil planar surface treatments. Seven selected pedotransfer functions were used to estimate percentile diameters and the reduction in infiltration caused by compaction was misconstrued as caused by changes in percentile diameter. Results showed that compaction on the sandy loamy foot paths reduced the hydraulic conductivity by about 50%. The study showed that perceptual models of infiltration processes and appreciation of scale problems in modeling are far more sophisticated than normally presented in texts. Hydraulic measurement methods are still relevant and will provide significant information of grain size of the soils.

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Hydraulic Characteristics of Arable Fields in Korea and Applicability of Pedotransfer Functions

  • Jung, Kangho;Sonn, Yeonkyu;Hur, Seungoh;Han, Kyunghwa;Cho, Heerae;Seo, Mijin;Jung, Munho;Choi, Seyeong
    • 한국토양비료학회지
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    • 제49권6호
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    • pp.655-661
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    • 2016
  • Relationships between saturated conductivity (Ks) and separate contents were evaluated from 44 soil series of arable lands: 18 for paddy fields and 26 for upland crop fields. Saturated hydraulic conductivities of A, B, and C horizons were determined with tension infiltrometer and Guelph permeameter in situ. Sand, silt, clay, and organic matter content of each horizon were analyzed. Based on correlation analysis, sand separate had a positive relationship with Ks for both paddy (r=0.27, p=0.017) and upland fields (r=0.24. p=0.030). Clay content had a negative relationship with Ks for paddy soils (r=-0.32, p=0.005) while significant correlation between them was not found for upland crop fields (r=-0.20, p=0.07). Organic matter content showed a positive relationship with Ks only for upland crop fields (r=0.33, p=0.002). Due to low correlation coefficients between separate contents and Ks, performance of pedotransfer functions was not enough to estimate Ks. It implies that hydraulic properties of arable lands were affected by other factors rather than particle characteristics. Platy structure and plow pan were suggested to limit Ks of paddy fields. Soil compaction and diversity of parent materials were proposed to influence Ks of upland crop fields. It suggests that genetic processes and artificial managements should be included in pedotransfer functions to estimate hydraulic properties appropriately.

토양정보를 이용한 광역 지하수의 질산태 질소 오염 민감도 분포 분석 (Regional-Scale Evaluation of Groundwater Susceptibility to Nitrate Contamination Based on Soil Survey Information)

  • 한광현
    • 한국토양비료학회지
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    • 제42권1호
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    • pp.37-45
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    • 2009
  • 비점오염제어에 있어서 상대적으로 지하수오염의 가능성이 높은 지역을 선별하고 주된 오염원을 파악하는 것은 그 기여도가 대단히 크다. 이 연구는 제주도를 연구지역으로 하였으며, 현재 가장 중요한 오염물질 중의 하나인 질산태 질소를 대상오염물질로 하였다. 기존 및 실제 조사에 의한 토양정보를 토대로 pedotransfer function과 수분이동 모델을 이용하여 토양통별로 산출된 질산태질소오염 민감도 지수를 통해 민감도분포도를 작성하였으며(semi process-based 법), 이를 실제 모니터링된 2,020개의 수질자료와 비교하였고 제안된 semi process-based 법은 기존의 전문가의 의견과 판단에 의존하거나 방대한 파라메터를 요구하는 기존방법들의 단점을 극복하고 충분한 지형적 해상력을 제공하였을 뿐만 아니라, 알려진 질산태 질소 모니터링 자료와도 대부분 잘 부합하였다. 본 연구를 통해 얻어진 결과들은 오염민감성이 높은 지역을 우선 선정하여 주의와 관리대책을 세우는 동시에 주요한 오염원을 파악함으로써 지하수자원을 합리적이고 효율적으로 보호하는데 있어서 유용한 수단이 될 것으로 판단되었다.

Hydraulic Characteristics of Mountainous Forest Soils in Korea and Applicability of Pedotransfer Functions

  • Jung, Kangho;Sonn, Yeonkyu;Hur, Seungoh;Ha, Sangkeun;Jung, Munho
    • 한국토양비료학회지
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    • 제48권5호
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    • pp.428-435
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    • 2015
  • Pedotransfer functions (PTFs) were developed for each soil horizon to estimate hydraulic characteristics of mountainous forest soils in South Korea. Twenty one dominant soil series from 8 soil catenae such as granite-originated catena and volcanic ash-originated catena were selected for the study; gravel contents of selected soils were 10% or lower. Saturated conductivity (Ks) was measured for each horizon in situ. Particle size distribution and organic matter content of each horizon were also determined. Based on correlation analysis with total data set, sand separate showed positive relationship with Ks ($r=0.24^*$) while clay separate had negative relationship with Ks ($r=-0.29^{**}$). The correlation coefficients of sand, clay, and organic matter content with Ks increased to $0.41^{**}$, $-0.67^{***}$, and $0.58^{***}$, respectively, using data from granite- or gneiss-originated catena with exception of volcanic ash-originated catena and sedimentary rock-originated catena. Determination coefficients of PTFs were 0.31 for A horizon, 0.25 for B, and 0.35 for C with all data set while those were 0.74 for A, 0.48 for B, and 0.54 for C. Organic matter was a dominant factor affecting Ks in A horizon but clay content was selected as the only factor influencing Ks in C horizon. It implies that PTFs should be developed with understanding characteristics of parent materials and horizons. Developed PTFs for granite- or gneiss-originated catena were following: A horizon: Log ($K_s{\times}10^7$) = -0.031C + 0.398OM + 3.49 B horizon: Log ($K_s{\times}10^7$) = -0.028C + 0.141OM + 4.05 C horizon: Log ($K_s{\times}10^7$) = -0.072C + 4.66 where C is clay separate (%) and OM is organic matter content ($g\;kg^{-1}$). The unit of Ks is cm $sec^{-1}$.

포화 수리전도도와 불투수층 깊이에 따른 우리나라 토양의 수문학적 토양군 분류 (Classification of Hydrologic Soil Groups of Korean Soils Using Estimated Saturated Hydraulic Conductivity and Depth of Impermeable Layer)

  • 한경화;정강호;조희래;이협성;옥정훈;서미진;장용선;서영호
    • 한국농공학회논문집
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    • 제59권5호
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    • pp.25-30
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    • 2017
  • Hydrologic soil group is one of the important factors to determine runoff potential and curve number. This study was conducted to classify the hydrologic soil groups of Korean soils by considering saturated hydraulic conductivity and depth of impermeable layer. Saturated hydraulic conductivity of Korean soils was estimated by pedotransfer functions developed in the previous studies. Most of paddy soils were classified as D type due to shallow impermeable layer and low saturated hydraulic conductivity in B soil horizon. For upland and forest, soils classified to A and D types increased compared with former classification method because underestimated permeabilities and overestimated drainages were corrected and rock horizon in shallow depth was regarded as impermeable layer. Soils in mountainous land showed the highest distribution in A type, followed by D type. More than 60 % of soils in mountain foot-slope, fan and valley, alluvial plains, and fluvio-marine deposits were classified to D type because of land use such as paddy and upland.

Use of the Quantitatively Transformed Field Soil Structure Description of the US National Pedon Characterization Database to Improve Soil Pedotransfer Function

  • Yoon, Sung-Won;Gimenez, Daniel;Nemes, Attila;Chun, Hyen-Chung;Zhang, Yong-Seon;Sonn, Yeon-Kyu;Kang, Seong-Soo;Kim, Myung-Sook;Kim, Yoo-Hak;Ha, Sang-Keun
    • 한국토양비료학회지
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    • 제44권5호
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    • pp.944-958
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    • 2011
  • Soil hydraulic properties such as hydraulic conductivity or water retention which are costly to measure can be indirectly generated by soil pedotransfer function (PTF) using easily obtainable soil data. The field soil structure description which is routinely recorded could also be used in PTF as an input to reduce the uncertainty. The purposes of this study were to use qualitative morphological soil structure descriptions and soil structural index into PTF and to evaluate their contribution in the prediction of soil hydraulic properties. We transformed categorical morphological descriptions of soil structure into quantitative values using categorical principal component analysis (CATPCA). This approach was tested with a large data set from the US National Pedon Characterization database with the aid of a categorical regression tree analysis. Six different PTFs were used to predict the saturated hydraulic conductivity and those results were averaged to quantify the uncertainty. Quantified morphological description was successively used in multiple linear regression approach to predict the averaged ensemble saturated conductivity. The selected stepwise regression model with only the transformed morphological variables and structural index as predictors predicted the $K_{sat}$ with $r^2$ = 0.48 (p = 0.018), indicating the feasibility of CATPCA approach. In a regression tree analysis, soil structure index and soil texture turned out to be important factors in the prediction of the hydraulic properties. Among structural descriptions size class turned out to be an important grouping parameter in the regression tree. Bulk density, clay content, W33 and structural index explained clusters selected by a two step clustering technique, implying the morphologically described soil structural features are closely related to soil physical as well as hydraulic properties. Although this study provided relatively new method which related soil structure description to soil structure index, the same approach should be tested using a datasets containing the actual measurement of hydraulic properties. More insight on the predictive power of soil structure index to estimate hydraulic properties would be achieved by considering measured the saturated hydraulic conductivity and the soil water retention.

지속가능한 토양환경 관리를 위한 토양질 지표의 선정과 평가체계 (Framework on Soil Quality Indicator Selection and Assessment for the Sustainable Soil Management)

  • 옥용식;양재의;박용하;정영상;유경열;박철수
    • 환경정책연구
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    • 제4권1호
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    • pp.93-111
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    • 2005
  • 토양의 질(Soil Quality)에 대한 개념은 과거 식량생산을 위한 기반으로서의 토양에 대한 연구부터 1970년대 후반 Warkentin and fletcher(1977)에 의해 제안된 환경의 구성 요소로서의 토양에 대한 연구에 이르기까지 수많은 변화를 거쳐 왔다. 토양의 질에 대한 개념은 그 관점에 따라 다르지만 토양이 본래의 기능을 효과적으로 수행할 수 있는 용량으로 요약할 수 있다. 국제경제협력개발기구(OECD)에서도 토양의 질을 농업환경의 주요지표로 설정하여 토양유실과 토양탄소를 토양질 평가의 세부지표로 제시하였으며, 각 국가별로 활발한 연구가 수행 중에 있다. 본 논문에서는 현재까지 제안된 토양질의 주요 개념을 살펴보고 국내외의 토양질 평가체계를 비교 분석하고자 하였다. 토양질의 평가 체계는 최소자료군(Minimum Data Set)을 이용한 토양질 지표의 선정, 선별된 지표의 표준점수화함수(Standard Scoring Function), 각 지표의 통합을 통한 토양질의 점수화의 세 단계로 구분하여 분석하였다. 토양의 질 지표는 물리 화학 생물학적 지표로 분류할 수 있으며, 이 중 토양침식, 전용적밀도, 토심, 입단안정화도, 토성, 수분보유력, 유효수분함량은 물리적 질 지표로 주로 사용된다. 화학적 질 지표로는 유기물, pH, 전기전도도, 질소 인산 가리, 중금속 등이 있고, 생물학적 지표로는 미생물탄소 질소, 무기화 가능한 질소, 토양호흡이 주로 사용된다. 또한, 토양질 지표의 직접적인 측정이 어려운 경우에는 토양특성 환산식(Pedotransfer Function)을 이용하여 각 지표의 값을 추정할 수 있다. 현재 선진국에서는 SINDY를 비롯한 다양한 프로그램을 구축하고 있으며, 국내에서도 국가적인 차원의 자료구축을 통해 선별된 최소자료군의 계량화모델을 확립하여 웹기반의 프로그램을 구축해야 할 것이다. 현재까지 토양질의 계량화에 대한 연구는 주로 작물의 수량을 중심으로 이루어졌지만 향후 지속가능한 토양환경의 관리를 위해서는 환경의 질과 인간의 건강을 종합적으로 고려한 토양의 질 지표 개발에 대한 연구가 필요할 것이다.

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