선박의 해양사고 중 부유물 감김사고는 운항지연에 그치지 않고 대형 인명 피해사고까지 이어질 수 있어 이에 대한 예방책이 요구되고 있다. 이에 본 연구는 영해와 베타적경제수역 등을 포함한 해역의 최근 5년간 선박의 부유물 감김사고 데이터를 시·공간적 측면 에서 분석하고, 관련 연구 분야에 기초 자료를 제공하고자 한다. 부유물 감김사고의 상대적 밀도 분포를 시각화하기 위하여 이차원 평활 히스토그램을 적용하였으며, 시간대, 주·야간, 계절에 따른 각 변수가 감김사고에 미치는 영향을 분석하기 위해 다항 로지스틱 회귀모형 을 적용하였다. 공간적 분석결과 전체 사고에 대해 평활화된 밀도 값이 높은 곳은 진해만을 포함한 거제도~통영 해상이었으며, 서해 전곡 항 인근 해상, 제주도 북부 해상으로 나타났다. 시간적 분석결과 부유물 감김사고는 주간에 71.4%로 가장 많이 발생하였으며, 계절별로는 가을철이 다른 계절에 비해 가장 많이 발생한 것으로 분석되었다. 또한, 어선, 수상레저기구, 낚시어선의 감김사고 발생 가능성이 화물선 보다 높은 것으로 조사되었다. 본 연구의 시·공간적 분석결과는 향후 부유물에 대한 단속강화 및 제거를 위한 해양경찰함정 배치와 시간 별·계절별 사고방지를 위한 부유물 사전 제거작업 대책 마련의 기초자료로 활용될 것으로 기대된다.

This study was conducted to determine the micro-hotspot for bird habitats in Yeongheung Island. We analyzed the spatio-temporal changes in the distribution based on species diversity, species richness at the 13 focal areas, which was classified in five categories depending on the types of habitats, using Analysis of Variance Test for four years (2006~2009). The distribution of birds was different depending on areas, seasons but not years. The forests of two areas of 13 areas were determined as the micro-hospot in three season (spring, summer, autumn), which is consistent for 4 years. This study provides the new analytical method that habitats for birds are systematically characterized through micro-hotspot using the spatio-temporal analysis.

본 연구에서는 낙동강 유역 오염총량관리대상지역의 수질오염물질간의 상관관계를 분석을 통해 하나의 오염 자료를 이용하여 다른 외부 오염자료의 평가에 대한 적용성을 검토하였다. 이를 위해 낙동강 유역의 수질관측 자료를 수집 정리하고 이를 이용하여 지점별 분석을 거쳐 관측지점을 군집화와 수질오염물질간 의 상관관계를 분석하였다. 낙동강유역환경청에서 제공하는 수질관측지점별 pH, DO, BOD, COD, SS, TN, TP의 1989년부터 2009년까지의 월별 자료를 수집하여 정리하였으며 안동1, 안동2, 예천, 상주 등 12개 지점의 월별 BOD 측정 자료를 이용하여 오염측정지점 간에 상관분석을 실시하였고 군집분석을 수 행한 결과 1군은 안동1, 안동2, 예천, 2군은 상주, 상주2, 상주3, 고령, 현풍, 합천, 남지, 3군은 구미와 달성으로 분류되었다. 수질오염물질간 상관분석에서는 오염총량관리대상지역으로 지정되는 구미 지점과 남지 지점에 대해 수질항목별 비강우시와 초기강우시 그리고 이틀간 10 mm이상의 강우시로 구분하여 상 관관계를 분석하였다. 그 결과 비강우시와 초기강우시에 두 지점에서 일관성 있는 상관관계를 나타낸 항 목은 없었으나 이틀간 강우량이 10 mm이상의 강우시에 구미 지점에서 COD-SS와 COD-TP에서 각각 0.735, 0.563로 높은 상관관계가 있었으며 남지 지점에서도 COD-SS와 COD-TP에서 0.888, 0.788로 높 은 상관관계를 나타내 낙동강 유역에서의 수질항목별 상관관계에서 앞서 연구된 새만금 하구 담수호로 유 입되는 하천수의 수질항목별 상관관계 분석과 유사한 경향을 보였다.

This study investigates the temporal and spatial variations of marine meterological elements (air temperature (Temp), Sea Surface Temperature (SST), and Significant Wave Height (SWH)) in seven coastal waters of South Korea, using hourly data observed at marine meteorological buoys (10 sites), Automatic Weather System on lighthouse (lighthouse AWS) (9 sites), and AWS (20 sites) during 2013-2017. We also compared the characteristics of Temp, SST, and air-sea temperature difference (Temp-SST) between sea fog and non-sea-fog events. In general, annual mean values of Temp and SST in most of the coastal waters were highest (especially in the southern part of Jeju Island) in 2016, due to heat waves, and lowest (especially in the middle of the West Sea) in 2013 or 2014. The SWH did not vary significantly by year. Wind patterns varied according to coastal waters, but their yearly variations for each coastal water were similar. The maximum monthly/seasonal mean values of Temp and SST occurred in summer (especially in August), and the minimum values in winter (January for Temp and February for SST). Monthly/seasonal mean SWH was highest in winter (especially in December) and lowest in summer (June), while the monthly/seasonal variations in wind speed over most of the coastal waters (except for the southern part of Jeju Island) were similar to those of SWH. In addition, sea fog during spring and summer was likely to be in the form of advection fog, possibly because of the high Temp and low SST (especially clear SST cooling in the eastern part of South Sea in summer), while autumn sea fog varied between different coastal waters (either advection fog or steam fog). The SST (and Temp-SST) during sea fog events in all coastal waters was lower (and more variable) than during non-sea-fog events, and was up to 5.7℃ for SST (up to 5.8℃ for Temp-SST).

In this study, water quality levels were classified and water quality indices were calculated and analysed by using the water quality components of living environmental standards monitored 10 years (2008 ~ 2017) at four stations in the West Nakdong River. As a result of analyzing the monthly variation of the water quality components of the living environmental standards, the water quality in the West Nakdong River was worse downstream than upstream, and pollution at the WNR3 located in the downstream of the Jomangang was the most serious. As a result of classification of water quality levels, BOD and COD levels were the lowest, so water quality pollution in the West Nakdong River was found to be highly influenced by organic matters. The water quality index was the lowest in July and August at four stations, so water quality is showing the worst in summer. As a result of analyzing the correlation between the water quality components and the water quality index, the correlation between the TOC and the water quality index was high in the four stations, and the water quality index in the West Nakdong River was dominated by organic matters and nutrients.

Water quality is characterized by various complex factors. Therefore, a systematic understanding of water quality trends is required to carry out a proper evaluation. In this study, we analyzed the spatio-temporal water quality characteristics of the Nakdong River using five-year data from 2012 to 2016. Data was collected on the pH, DO, BOD, COD, SS, TN, TP, TOC, WT, EC, NH3-N, NO3-N, PO4-P, Chl-a, rainfall, and total and fecal coliforms. A total of 38 water quality measurement stations, from Andong1 to Gupo, were considered. Statistical analyses including trend, cluster, and factor analyses were conducted to identify the dominant water quality components affecting the Nakdong River. The Nakdong River was spatially classified into three groups for up-stream (Andong1 to Sangju1), mid/up-stream (Donam to Dalseong), and mid/down-stream (Hwawonnaru to Gupo) data collection, and temporally into two groups for summer/fall (7~10), and the rest of the season (11~6) data. The water quality of the entire Nakdong River showed trends similar to the mid/down-stream section, which indicates the importance of water quality management in this section. Suspended solids, phosphorus, and coliform groups were established as important factors to be considered in the summer/fall season across the river, especially in the mid/down-stream section. Nitrogen and organic matter were identified as important factors to be considered in the rest of the season, especially in the mid/up-stream section. This study could help determine the water quality components that should be intensively monitored in the Nakdong River.

Temporal and spatial characteristics of the frequency of several weather types and the change in air pollutant concentrations according to these weather types were analyzed over a decade (2007-2016) in seven major cities and a remote area in Korea. This analysis was performed using hourly (or daily) observed data of weather types (e.g., mist, haze, fog, precipitation, dust, and thunder and lighting) and air pollutant criteria (PM10, PM2.5, O3, NO2, CO, and SO2). Overall, the most frequent weather type across all areas during the study period was found to be mist (39%), followed by precipitation (35%), haze (17%), and the other types (≤ 4%). In terms of regional frequency distributions, the highest frequency of haze (26%) was in Seoul (especially during winter and May-June), possibly due to the high population and air pollutant emission sources, while that of precipitation (47%) was in Jeju (summer and winter), due to its geographic location with the sea on four sides and a very high mountain. PM10 concentrations for dust and haze were significantly higher in three cities (up to 250 μg/m3 for dust in Incheon), whereas those for the other four types were relatively lower. The concentrations of PM2.5 and its major precursor gases (NO2 and SO2) were higher (up to 69 μg/m3, 48 ppb, and 16 ppb, respectively, for haze in Incheon) for haze and/or dust than for the other weather types. On the other hand, there were no distinct differences in the concentrations of O3 and CO for the weather types. The overall results of this study confirm that the frequency of weather types and the related air quality depend on the geographic and environmental characteristics of the target areas.

The development of GIS technology has enabled the analysis of heavy rainfall vulnerability based on spatial analysis. In general, spatial analysis is performed based on property data and spatial data. Spatial data and attribute data differ in the generation units due to various reasons. The difference in these units can also cause problems in the results of the analysis. In particular, the Modifiable Areal Unit Problem (MAUP) that occurs according to the spatial unit setting is the most representative. The Modifiable Temporal Unit Problem (MTUP), which occurs according to the recent time unit setting, is also being raised. In this study, we analyzed the vulnerability of heavy rainfall in consideration of MAUP and MTUP. To analyze the effect of the MAUP, different administrative units were constructed and analyzed. In Seoul, Busan, and Ulsan, there was a scale effect in which disaster vulnerability was analyzed differently according to the analysis unit. In order to analyze the impact of MTUP, the range of study period was configured differently. The impact of the temporal boundary, in which overall disaster characteristics change and disaster vulnerability changes, has been identified. Analysis of regional disaster vulnerability considering MAUP and MTUP will be effective not only for the study of heavy rainfall disaster but also for setting the standard of disaster prevention policy.

최근 집중호우의 발생빈도가 증가하고 있으며, 이를 고려한 강우분석을 실시하여야 한다. 현재 수문설계를 위한 강우분석은 한반도 조밀도 36 km 인 기상청 관할 종관기상관측지점(Automated Surface Observing System, ASOS)의 시 단위 강우를 이용하고 있다. 이로 인해 같은 강우지점의 티센망에 포함되는 중소규모 유역은 동일한 확률강우량과 강우시간분포로 분석하게 됨으로 유역특성을 고려하지 못하는 문제가 발생한다. 또한, 10~20 km 범위 내에서 발생하는 집중호우의 시 ․ 공간적 변화를 고려하지 못하는 문제점이 발생한다. 따라서 본 연구에서는 종관기상관측지점에 비해 상대적으로 조밀도가 우수한 방재기상관측지점(Automatic Weather System, AWS)의 분 단위 강우자료를 이용하여 집중호우를 고려한 확률강우량을 산정하였다. 또한, 유역에 적합한 Huff의 4분위 방법 산정을 위해 Case별 시간분포 산정과 유출분석을 실시하였다. 이는 집중호우와 유역특성을 반영한 설계수문량 산정에 크게 기여할 것으로 판단된다.

As a result of analysis based on the observed data for BOD, COD and TOC in order to manage non-biodegradable organics in the Geumho River, COD/BOD ratio was analyzed as the occupying predominance proportion. In this study, the classification(changes in water quality measurement : increase, equal, decrease) and measurement of BOD and COD were analyzed for trends over the past 10 years from 2005 to 2014 in the Geumho River. The Geumho River is expected to need non-biodegradable organics management because BOD was found to be reduced 61.1% and COD was found to be increased 50%. As a result of the analysis of land use, the Geumho-A is a unit watershed area of 921.13 km2, which is the most common area that is occupied by forests. The Geumho-B is a unit watershed area of 436.8 km2, which is the area that is highest occupied by agriculture and grass of 24.84%. The Geumho-C is a unit watershed area of 704.56 km2 accounted for 40.29% of the entire watershed, which is the area that is occupied by urban of 15.12%. Load of non-biodegradable organics, which is not easy biodegradable according to the discharge, appeared to be increased because flow coefficient of COD and TOC at the Geumho-B were estimated larger than 1 value. The management of non-point sources of agricultural land is required because the Geumho-B watershed area occupied by the high proportion of agriculture and field. In this segment it showed to increase the organics that biodegradation is difficult because the ratio of BOD and TOC was decreased rapidly from GR7 to GR8. Thus, countermeasures will be required for this.

본 연구의 목적은 삽교천 유역에서 하천수 사용 허가량 뿐만 아니라 허가이외 수리권을 모두 고려한 시공간적 물부족을 분석하는 것이다. 분석 결과, 전체 용수이용량 중 농업용수 이용량은 98%를 차지하고 있으며, 이중 허가이외 농업용수의 비율이 83%로 해당유역에서 농업용수가 차지하는 비율이 매우 높은 것으로 나타났다. 2001∼2011년간의 물수급에서는 삽교천 16개 표준유역 중 곡교천 상류에서만 물부족이 예측되었으며, 2009년 관개기 농업용수 사용으로 인한 물부족량이 가장 많은 것으로 분석되었다. 특히 강수량이 부족하고 이앙용수가 많이 사용되는 4∼5월에 집중되는 것으로 나타났다. 그러나 허가이외 수리권을 제외하였을 경우에는 물부족이 발생하지 않아, 허가이외 수리권 관리의 시급함을 알 수 있다.

기후변화에 의해 집중호우의 빈도 및 강도가 증가하고 지속적인 유역개발에 따른 토지이용의 증가는 토양침식 및 토사유출로 인한 재해 및 환경문제를 야기한다. 현재 광범위하게 사용되고 있는 토양침식량 산정기법은 대부분 대상유역내의 평균 토양침식량을 산출하는 총량적 개념의 경험식이므로 호우기간동안의 침식 및 퇴적의 시 공간적 변화양상을 모의할 수 없다는 한계를 지니고 있다. 따라서 보다 합리적인 유역규모의 강우-유사-유출 메카니즘 해석을 위해서는 기존의 집중형