• 제목/요약/키워드: Land cover change tracking

검색결과 4건 처리시간 0.021초

우리나라 도서지역의 토지피복과 변화패턴 분석 (Analysis of Land Cover Composition and Change Patterns in Islands, South Korea)

  • 김재범;이보라;이호상;조낭현;박찬우;이광수
    • 한국농림기상학회지
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    • 제24권3호
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    • pp.190-200
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    • 2022
  • 본 연구는 도서에 대한 휴양과 안보 등 도서산림기능 발굴 및 지속적인 유지보전을 위하여 남한지역도서의 2000년과 2020년의 Globeland30 토지피복자료 분석을 통해 도서지역 토지피복의 구성 및 변화형태를 추적하고 도서산림의 이해를 위한 공간정보를 제공하고자 했다. 각 년도 별 토지피복분포와 격자 기반의 토지피복변화 분석을 수행했고 그 결과, 2000년 대비 2020년에는 농경지와 초지가 각각 7.6%, 1.7% 감소한 반면 산림과 인공지가 각각 5.7%, 3.2% 증가했고 도서산림은 20년 동안 전체 도서면적의 42.2% 인 157,246 ha가 유지되었다. 또한 농경지와 인공지가 존재하지 않는 도서 중 1 ha 이상 초지가 산림으로 변하는 262 개 도서와 산림이 초지로 변하는 421 개 도서를 관측하여 천이와 교란에 대한 잠재적 정보를 갖는 683 개 도서를 확인했다. 인공지의 유입이 확인된 22개 도서에서는 주로 농경지가 인공지로 전환되었다. 해당 도서 면적의 42.2%를 차지하는 산림이 초지로 변하고 27.8%의 농경지와 초지가 산림으로 변했다. 거주환경개선 및 사회기반시설 확충 등 인공지의 유입은 개발지역에 국한되지 않고 정주환경 개선을 위한 산림 파괴와 조경, 농경지의 개발 및 휴경화 등 주변부까지 토지피복의 변화를 수반하는 경우가 확인되었다. 해당 연구 결과는 추후 도서생태연구와 도서산림의 관리방안을 마련하기 위한 기초자료로 높은 활용도를 보일 것으로 판단된다.

Application of Multi-periodic Harmonic Model for Classification of Multi-temporal Satellite Data: MODIS and GOCI Imagery

  • Jung, Myunghee;Lee, Sang-Hoon
    • 대한원격탐사학회지
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    • 제35권4호
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    • pp.573-587
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    • 2019
  • A multi-temporal approach using remotely sensed time series data obtained over multiple years is a very useful method for monitoring land covers and land-cover changes. While spectral-based methods at any particular time limits the application utility due to instability of the quality of data obtained at that time, the approach based on the temporal profile can produce more accurate results since data is analyzed from a long-term perspective rather than on one point in time. In this study, a multi-temporal approach applying a multi-periodic harmonic model is proposed for classification of remotely sensed data. A harmonic model characterizes the seasonal variation of a time series by four parameters: average level, frequency, phase, and amplitude. The availability of high-quality data is very important for multi-temporal analysis.An satellite image usually have many unobserved data and bad-quality data due to the influence of observation environment and sensing system, which impede the analysis and might possibly produce inaccurate results. Harmonic analysis is also very useful for real-time data reconstruction. Multi-periodic harmonic model is applied to the reconstructed data to classify land covers and monitor land-cover change by tracking the temporal profiles. The proposed method is tested with the MODIS and GOCI NDVI time series over the Korean Peninsula for 5 years from 2012 to 2016. The results show that the multi-periodic harmonic model has a great potential for classification of land-cover types and monitoring of land-cover changes through characterizing annual temporal dynamics.

멧돼지(Sus scrofa) 서식지 및 이동 특성을 고려한 연결성 모델링 연구 (A Study on the Connectivity Modeling Considering the Habitat and Movement Characteristics of Wild Boars (Sus scrofa))

  • 이현정;김휘문;김경태;정승규;김유진;이경진;김호걸;박찬;송원경
    • 한국환경복원기술학회지
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    • 제25권4호
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    • pp.33-47
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    • 2022
  • Wild boars(Sus scrofa) are expanding their range of behavior as their habitats change. Appearing in urban centers and private houses, it caused various social problems, including damage to crops. In order to prevent damage and effectively manage wild boars, there is a need for ecological research considering the characteristics and movement characteristics of wild boars. The purpose of this study is to analyze home range and identify land cover types in key areas through tracking wild boars, and to predict the movement connectivity of wild boars in consideration of previous studies and their preferred land use characteristics. In this study, from January to June 2021, four wild boars were captured and tracked in Jinju city, Gyeongsangnam-do, and the preferred land cover type of wild boars was identified based on the MCP 100%, KDE 95%, and KDE 50% results. As a result of the analysis of the home range for each individual, it was found that 100% of MCP was about 0.68km2, 2.77km2, 2.42km2, and 0.16km2, and the three individuals overlapped the home range, refraining from habitat movement and staying in the preferred area. The core areas were analyzed as about 0.55km2, 2.05km2, 0.82km2, and 0.14km2 with KDE 95%., and about 0.011km2, 0.033km2, 0.004km2, and 0.003km2 with KDE 50%. When the preferred land cover type of wild boar was confirmed based on the results of analysis of the total home range area and core area that combined all individuals, forests were 55.49% (MCP 100%), 54.00% (KDE 95%), 77.69% (KDE 50%), respectively, with the highest ratio, and the urbanization area, grassland, and agricultural area were relatively high. A connectivity scenario was constructed in which the ratio of the land cover type preferred by the analyzed wild boar was reflected as a weight for the resistance value of the connectivity analysis, and this was compared with the connectivity evaluation results analyzed based on previous studies and wild boar characteristics. When the current density values for the wild boar movement data were compared, the average value of the existing scenario was 2.76, the minimum 1.12, and the maximum 4.36, and the weighted scenario had an average value of 2.84, the minimum 0.96, and the maximum 4.65. It was confirmed that, on average, the probability of movement predictability was about 2.90% better even though the weighted scenario had movement restrictions due to large resistance values. It is expected that the identification of the movement route through the movement connectivity analysis of wild boars can be suggested as an alternative to prevent damage by predicting the point of appearance. In the future, when analyzing the connectivity of species including wild boar, it is judged that it will be effective to use movement data on actual species.

Habitat selection in the lesser cuckoo, an avian brood parasite breeding on Jeju Island, Korea

  • Yun, Seongho;Lee, Jin-Won;Yoo, Jeong-Chil
    • Journal of Ecology and Environment
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    • 제44권2호
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    • pp.106-114
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    • 2020
  • Background: Determining patterns of habitat use is key to understanding of animal ecology. Approximately 1% of bird species use brood parasitism for their breeding strategy, in which they exploit other species' (hosts) parental care by laying eggs in their nests. Brood parasitism may complicate the habitat requirement of brood parasites because they need habitats that support both their host and their own conditions for breeding. Brood parasitism, through changes in reproductive roles of sex or individual, may further diversify habitat use patterns among individuals. However, patterns of habitat use in avian brood parasites have rarely been characterized. In this study, we categorized the habitat preference of a population of brood parasitic lesser cuckoos (Cuculus poliocephalus) breeding on Jeju Island, Korea. By using compositional analyses together with radio-tracking and land cover data, we determined patterns of habitat use and their sexual and diurnal differences. Results: We found that the lesser cuckoo had a relatively large home range and its overall habitat composition (the second-order selection) was similar to those of the study area; open areas such as the field and grassland habitats accounted for 80% of the home range. Nonetheless, their habitat, comprised of 2.54 different habitats per hectare, could be characterized as a mosaic. We also found sexual differences in habitat composition and selection in the core-use area of home ranges (third-order selection). In particular, the forest habitat was preferentially utilized by females, while underutilized by males. However, there was no diurnal change in the pattern of habitat use. Both sexes preferred field habitats at the second-order selection. At the third-order selection, males preferred field habitats followed by grasslands and females preferred grasslands followed by forest habitats. Conclusions: We suggest that the field and grassland habitats represent the two most important areas for the lesser cuckoo on Jeju Island. Nevertheless, this study shows that habitat preference may differ between sexes, likely due to differences in sex roles, sex-based energy demands, and potential sexual conflict.