• 한국수자원학회논문집
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• 제51권1호
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• pp.11-18
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• 2018

본 연구에서는 다중 기후모델에 의한 미래 기후자료를 기반으로 SWAT-K 유역모형을 적용하여, 제주도 지역의 미래 기후변화에 따른 수자원 영향을 평가하였다. 기후모델에 따른 미래 전망자료의 불확실성을 고려하여 9개의 GCM 모델의 기후자료를 미래기간(2010~2099년)에 대한 SWAT-K 모형의 기상자료로 적용하였다. 과거(1992~2013년) 및 미래기간에 대한 연도별 수문변화를 분석한 결과 강수량, 유출량, 증발산량, 함양량 모두 증가하는 추세로 나타났다. 과거기간에 비해 유출량의 변화가 가장 크게 나타났으며(최대 50% 증가), 증발산량은 상대적으로 작게 나타났다(최대 11% 증가). 월별로는 8월과 9월의 강수량 증가에 따라 유출량과 함양량도 크게 증가하는 반면, 동일기간에 대한 증발산량은 감소하는 것으로 분석되었다. 1월과 12월은 반대의 경향이 나타났다. 미래의 물수지 변화를 분석한 결과 강수량 대비 유출량, 증발산량, 함양량의 비율은 변화가 크지 않으나, 과거와 비교했을 때 RCP 8.5 시나리오에서 유출량 비율은 최대 4.3% 증가하는 반면, 증발산량 비율은 최대 3.5% 감소하는 것으로 나타났다. 기존의 타 연구와 본 연구에서 도출한 결과를 종합해 볼 때, 현재 제시되고 있는 기후변화 시나리오 가정 하에서는 미래로 갈수록 점차 강수량과 유출량이 증가할 것이고 특히 여름철 강수량 및 유출량의 증가가 예상된다. 이로 인해 제주도 지역의 함양량도 함께 증가할 것으로 판단할 수 있다. 다만, 본 연구는 장기적인 측면에서 자연적인 기후변화로 인한 영향을 분석한 것이며, 추가적으로 단기적인 수재해 대응을 위한 홍수와 가뭄관리, 인위적인 용수 수급 관리 등에 대한 종합적인 분석을 통해 제주도 수자원의 지속가능한 이용을 위한 대응방안이 필요하다고 판단된다.

• 한국환경복원기술학회지
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• 제11권6호
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• pp.26-37
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• 2008

The purpose of the study was to evaluate the effect of pervious pavements on reducing the surface runoff caused by rainfall. The surface runoff from twelve steel experimental beds with different pavement had been recorded every minute from May to September 2008, by the measuring system of tipping buckets(0.1mm/count) and data aquisition systems(National Instrument's Labview and DAQ boards & Autonics PR12-4). The dimension of the experimental bed was $1.5m(W){\times}2.0m(L){\times}0.6m(D)$ and eleven different kinds of vegetational(grass, grass+cubic stone, grass+hole brick), modular(brick, cubic stone, small cubic stone, wood block, interlocking block, clay brick, granular clay brick) and granular(naked soil, gravel) paving materials and concrete were applied for the comparison. Six rain events with depth over 30mm were selected and compared. The maximum depth of the rainfall selected was 137.5mm for 28 hours, and the minimum 30mm for 5 hours. The maximum rainfall per hour was 23mm/hr and the minimum 11.4mm/hr. The major findings were as follows; 1. All pervious pavement applied reduced over 75% of the surface runoff compared with concrete pavement. The grassy and porous pavements were relatively efficient in reducing surface runoff. 2. The grass was the more efficient as intercepting average 69.5mm of initial surface runoff, and maximum 77.8mm at the condition of 13.5mm/hr rainfall. The next was gravel intercepting maximum 65.5mm at the condition of 13.5mm/hr and the 40.9mm at 19.1mm/hr, average 55.7mm. 3. The modular pavements common in urban area were not good in intercepting the runoff except the 'clay granular brick' compared with others. The 'clay granular brick' showed relatively efficient intercepting average 14.1mm, which was the bigger amount than the 'grass+hole brick'. 4. The 'naked soil' were more effective than the 'concrete', 'brick', and 'interlocking block' in reducing the surface runoff, but less efficient than other materials. The capacity of the 'naked soil' to intercept the initial rainfall was similar to the 'brick'. As summary, the more grassy and porous pavement shows more effective in reducing surface runoffs.

• 한국토양비료학회지
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• 제43권3호
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• pp.260-267
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• 2010

As sloped farmland is subject to runoff and soil erosion and consequently require appropriate vegetative coverage to conserve soil and water, a field study was carried out to evaluate the impact of crop canopy coverage on soil loss and runoff from the experimental plot with three different textural types (clay loam, loam, and sandy loam). The runoff and soil loss were examined at lysimeters with 15% slope, 5 m in length, and 2 m in width for five months from May to September 2009 in Suwon ($37^{\circ}$ 16' 42.67" N, $126^{\circ}$ 59' 0.11" E). Red pepper (Capsicum annum L. cv. Daechon) seedlings were transplanted on three different dates, May 4 (RP1), 15 (RP2), and 25 (RP3) to check vegetation coverage. During the experimental period, the vegetation coverage and plant height were measured at 7 day-intervals and then the 'canopy cover subfactor' (an inverse of vegetation cover) was subsequently calculated. After each rainfall ceased, the amounts of soil loss and runoff were measured from each plot. Under rainfall events >100 mm, both soil loss and runoff ratio increased with increasing canopy cover subfactor ($R^2$=0.35, p<0.01, $R^2$=0.09, p<0.1), indicating that as vegetation cover increases, the amount of soil loss and runoff reduces. However, the soil loss and runoff were depending on the soil texture and rainfall intensity (i. e., $EI_{30}$). The red pepper canopy cover subfactor was more highly correlated with soil loss in clay loam ($R^2$=0.83, p<0.001) than in sandy loam ($R^2$=0.48, p<0.05) and loam ($R^2$=0.43, p<0.1) plots. However, the runoff ratio was effectively mitigated by the canopy coverage under the rainfall only with $EI_{30}$<1000 MJ mm $ha^{-1}hr^{-1}$ ($R^2$=0.34, p<0.05). Therefore, this result suggested that soil loss from the red pepper field could be reduced by adjusting seedling transplanting dates, but it was also affected by the various soil textures and $EI_{30}$.

• 한국수자원학회논문집
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• 제38권8호
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• pp.645-653
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• 2005

청계천 유역(유로연장: 13.75 km, 유역면적: $50.95\;km^2$)의 물순환 해석에 물리적 개념의 공간 분포형 강우-유출 모형인 WEP 모형을 적용하였다. 모형 적용 결과, 청계천 유역은 전형적인 도시 유역의 특성을 나타내었는데, 강우시의 지표면 유출량이 크고, 강우의 유출에 대한 반응이 빠르며, 증발산의 경우는 산림지역보다 도시지역이 상대적으로 적었다. 또한 관측값과 비교한 결과 청계천의 하천 유출을 모의하기에 적절함을 알 수 있었고, 이를 토대로 청계천 유역 자체의 복원후 유지유량 공급능력에 대해 추정하였다. WEP 모형의 적용 결과, 2002년 청계천 유역의 물수지는 연간 1,388 mm의 강우에 대하여 830 mm의 지표면 유출이 발생하고 388 mm가 침투되며 397 mm가 증발산에 의해 대기중으로 방출되었다. 하천유출량은 1,228 mm로 이 중 지표면 유출, 중간 유출, 지하수 유출의 비율은 각각 $67.6\%,\;12.7\%,\;19.7\%$이었다.

• 자원환경지질
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• 제42권4호
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• pp.343-356
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• 2009

제주도의 토지이용 변화에 대한 직접유출량의 변화를 알아보기 위하여 SCS 방법에 의한 직접유출량을 산정하였다. 토지이용자료는 국토해양부에서 운영하는 국가수자원관리종합정보시스템(WAMIS)에서 제공하는 1975년부터 2000년까지 5년 주기의 위성 영상으로부터 추출 분류된 자료들을 이용하였으며, 토양도, 투수성 지질구조 분포를 토대로 수문학적 토양군을 분류하였다. 제주도의 1975년부터 2000년까지 토지이용은 도시화 및 지역 개발 등에 의한 산림지역의 감소와 시가화 지역과 농지 증가가 뚜렷하게 나타나고 있다. 그에 따라 제주도의 평균 유출곡선지수는 1975년에 65.3이었던 것이 2000년에는 69.6으로 지속적으로 증가되었다. 유출곡선지수의 증가로 인하여, 년간 직접유출량은 1995년도의 강우량을 적용했을 때 299.0 mm에서 351.6 mm로, 직접유출률은 15.1%에서 17.7%로 증가된 것으로 산정되며, 2000년도의 강우량을 적용했을 때에는 직접유출량이 년간 136.9 mm에서 161.5 mm로, 직접유출률은 9.7%에서 11.5%로 증가된 것으로 평가되었다. 이러한 직접유출량의 변화는 지하수 함양량과 지하수 개발 가능량의 변화로 이어지기 때문에, 합리적인 물관리에 있어서 토지이용변화, 지역개발에 의한 물수지 변화 등을 면밀하게 검토할 필요가 있다.

• 한국수자원학회논문집
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• 제49권11호
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• pp.951-959
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• 2016

본 연구에서는 제주도의 한천 유역을 대상으로 유역모델링 기법으로 많이 활용되고 있는 SWAT 모형을 이용하여 실시간 관측되고 있는 하천유량의 신뢰성과 활용성을 평가하였다. 평상시 거의 건천의 형태를 나타내는 간헐하천 특성을 고려하기 위하여 기존 연구에서 검증되었던 간헐하천모의 알고리즘을 적용하였으며, 2008~2013년을 대상으로 유역별 관측사상과 모의사상을 비교 분석하였다. 모형효율과 결정계수를 통해 모형 적용성을 평가한 결과, 보정기간에 대해 모형효율(ME) 0.88, 결정계수($R^2$) 0.93, 검증기간에 대해서는 각각 0.79와 0.89로서 매우 양호한 것으로 분석되었다. 모의치와 관측치의 차이가 크게 나타나는 일부 사상들에 대한 검토 결과, 강수량에 비해 관측유출률이 너무 크거나 낮은 경우가 있었는데 이는 기존 호우시 유출률 및 모델링 결과와 비교할 때 관측유량의 계측 및 수위-유량 산정과정에서의 오류의 가능성을 예상할 수 있었다. 이러한 관측유량에 대한 보완을 위해 모의자료를 이용하여 강수량과 유출량 간의 회귀관계를 도출하였으며, 2009~2010년을 대상으로 회귀식을 적용한 결과 유역모델링에 의한 모의유량과 잘 일치하는 것으로 나타났다. 따라서, 모델링 결과가 충분한 신뢰성을 보장한다는 가정 하에, 유도된 회귀식을 활용하여 신뢰성 있는 유출량을 간편하게 예측할 수 있으며, 관측자료의 결측치나 이상치를 즉각적으로 검증하는 데에도 활용될 수 있을 것으로 판단된다. 본 연구에서와 같이 관측자료의 검증 및 결측치에 대한 보완을 통하여 모형 적용시 보정과정에서의 오류를 최소화함으로써 제주도 지역의 독특한 유출 특성을 고려한 정교한 모델링과 물수지 분석에 크게 기여할 수 있을 것으로 판단된다.

• 한국농공학회논문집
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• 제61권3호
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• pp.15-22
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• 2019

In order to preserve water environment, Total Maximum Daily Load(TMDL) is used to manage the total amount of pollutant from various sources, and the annual average load of source is calculated by the unit load method. Determination of the unit load requires reliable data accumulation and analysis based on a reasonable estimation method. In this study, we propose a revised unit load estimation method by analyzing the unit load calculation procedure of National Institute of Environment Research(NIER) method. Both methods were tested using observed runoff ratio and water quality data of rice paddy fields. The estimated values with the respective NIER and revised NIER methods were highly correlated each other. However, the Event Mean Concentration(EMC) and the runoff ratio considered in the NIER method appeared to be influenced by rainfall classes, and the difference in unit load increases as the runoff and EMC increase. The error can be further increased when the EMC and runoff ratio are changed according to changes in rainfall patterns by climate change and change of agricultural activities. Therefore, it is recommended to calculate unit load by applying the revised NIER method reflecting the non point pollution runoff characteristics for different rainfall classes.

• 한국물환경학회지
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• 제27권5호
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• pp.572-579
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• 2011

We have examined the runoff characteristics of nonpoint source (NPS) in fields. Two monitoring sites were equipped with an automatic velocity meter and water sampler. Monitoring was conducted at fields 1 and field 2 during the rainfall event. Ten rainfall-runoff events were monitored and analyzed during the study period. The results show that runoff occurred if daily rainfall and intensity were higher than 40 mm and 1.6 mm/hr except a few extreme rainfall events with very high intensity. Runoff of field 1 was approximately twice of that of field 2. Event mean concentrations (EMC) and pollution load of analyzed water quality indices were also higher in field 2 than in field 1. Especially, TN load from field 2 was $75.4 mg/m^2$ and was about 5 times higher than that from field 1. Analysis of Pearson correlation coefficient of water quality parameter indicates that besides of TN all items in fields 1 have tight relationship respectively (p < 0.01). But those of fields 2 have a significant (p < 0.05). Estimating units loading of NPS, we suggested that variable such as soil texture, rainfall amount and intensity and slope were needed to be considered from agricultural landuses. The results of this study can be used as a basic data in the development and implementation of total maximum daily loads (TMDL) in Korea.

• The Korean Journal of Ecology
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• 제10권3호
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• pp.129-138
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• 1987

In a red pine (Pinus densiflora) forest, changes of pH, electric conductivity, total carbon, total nitrogen, available phosphate and available potassium in soil and runoff have been studied at intervals for 1 year after early spring fire. Phytimasses of herb and shrub were measured following the current and the subsequent year. The pH, E.C., total nitrogen and phosphate of soil in burned site wee 1.1, 1.5, 1.6 and 2.0 times higher than in unburned site, respectively. But potassium showed no significant difference. A rise in pH, E.C., and total nitrogen in burned site were maintained throught the study period while phosphate maintained 4 months after the fire. The E.C., total carbon, $NO_2-N$ and $NH_4-N$ of runoff in burned site were 1.3, 1.3, 1.3 and 29.0 times higher than in unburned site, respectively, while $NO_3-N$ in unburned site was 4 times higher than in burned site. In burned site, phytomasses of herb and shrub were 148 and 33% of unburned site in a current year and 107 and 51% in a subsequent year, respectively. The considerable amount of increase in soil nutrient after the fire was conserved by the uptake of the fast regrowing plants and by the immobilization of $NH_4=N$.

• 한국물환경학회지
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• 제31권3호
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• pp.241-252
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• 2015

Runoff behaviors by five bias correction methods were analyzed, which were Change Factor methods using past observed and estimated data by the estimation scenario with average annual calibration factor (CF_Y) or with average monthly calibration factor (CF_M), Quantile Mapping methods using past observed and estimated data considering cumulative distribution function for entire estimated data period (QM_E) or for dry and rainy season (QM_P), and Integrated method of CF_M+QM_E(CQ). The peak flow by CF_M and QM_P were twice as large as the measured peak flow, it was concluded that QM_P method has large uncertainty in monthly runoff estimation since the maximum precipitation by QM_P provided much difference to the other methods. The CQ method provided the precipitation amount, distribution, and frequency of the smallest differences to the observed data, compared to the other four methods. And the CQ method provided the rainfall-runoff behavior corresponding to the carbon dioxide emission scenario of SRES A1B. Climate change scenario with bias correction still contained uncertainty in accurate climate data generation. Therefore it is required to consider the trend of observed precipitation and the characteristics of bias correction methods so that the generated precipitation can be used properly in water resource management plan establishment.