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기획사업
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뉴스
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[뉴스] North Korea expanding naval base amid uncertainty over new warship deployment
North Korea is expanding a naval port on the east coast where leader Kim Jong Un inspected one of the country’s newest strategic warships last year, according to NK Pro analysis of satellite imagery, though questions remain over the deployment status of the new class of ships.
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[뉴스] North Korea demolishes symbolic unification arch, satellite imagery suggests
North Korea appears to have demolished a large monument in Pyongyang symbolizing hope for unification with South Korea, according to NK News analysis of satellite imagery, after leader Kim Jong Un ordered it be removed earlier this month.
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[뉴스] North Korea demolishes symbolic unification arch, satellite imagery suggests
North Korea appears to have demolished a large monument in Pyongyang symbolizing hope for unification with South Korea, according to NK News analysis of satellite imagery, after leader Kim Jong Un ordered it be removed earlier this month.
단행본
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학술자료
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[학술논문] 위성영상 기반 딥러닝을 활용한 이동식 미사일 발사대 전개 가능 지역 예측
본 연구는 위성영상과 딥러닝 기법을 활용하여 북한의 이동식 미사일 발사대(Transporter Erector Launcher, 이하 TEL) 전개 가능 지역을 자동으로 탐색하는 방법을 제안하였다. 기존의 TEL 전개 가능 지역 분석은 정보분석관의영상 판독에 의존하여 분석자의 경험에 따라 결과가 달라질 가능성이 있으며, 신속한 탐지가 어려운 한계가 있다. 이를해결하기 위해, 남한 지역의 지형 데이터를 학습한 후 U-Net 기반 딥러닝 모델을 적용하여 북한 지역에서 TEL 전개가능성이 높은 지역을 예측하였다. 학습 데이터 구축 과정에서는 도로 접근성, 배치 가능 면적 및 위장 가능성 등의 요소를 반영하였으며, 모델이 특정 패턴을 학습하여 TEL 전개 가능 지역을 탐지할 수 있는지를 평가하였다. 실험 결과, 과거TEL을
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[학위논문] 북한 지역의 환경생태적 우수 지역 평가 기법
...of Environmental Conservation Value Assessment Map (ECVAM) the environmental and ecological hot spots of Korea were extracted. In order to establish data of the assessment items, Sentinel-2 satellite imagery and ASTER GDEM were used. Environmental-ecological assessment items of Environmental Conservation Value Assesment Map (ECVAM) were used to extract environmental and ecological hot spots of South...
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[학술논문] 큐브인공위성과 인공지능을 융합한 북한군 이동식무기체계의 탐지 및 추적에 대한 연구
...real-time monitoring and tracking of mobile weapons systems;including transporter erector launchers and mobile weapons;of the North Korean military. Besides;the paper describes the process of identifying in actual satellite imagery the weapons;positions;and bases of the North Korean military and conducting virtual experiments with the “Vance AI” and “Google Cloud Platform” tools.
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[학술논문] 위성영상을 활용한 북한 평안남도 간척지 실태조사
This study surveyed the actual status of reclamation areas in South Pyongan Province, North Korea, using satellite images and literature to survey thecreation date, area, and length of the embankment of the reclamation areas. The reclamation areas in South Pyongan Province were created in threestages, with the first stage completed in the late 1970s or early 1980s, the second stage in the late 1980s...
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[학술논문] Case Study of a Korean Archaeological Survey using LiDAR
...representation of a detailed expression of the natural topography or artificial objects. In recent trends, remote sensing technology is actively applied in the global archaeological community through an integration with satellite imagery or AI technology. It is expected that the utilization of these technologies will enable archaeological surveys in remote and isolated areas such as the DMZ or North Korea.
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