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    국토-환경계획 통합관리를 위한 계획특성 분석: 제5차 국토종합계획 및 국가환경종합계획을 사례로 = Planning Characteristics for the Integrated Management of the National Territorial–Environmental Plan: A Case of the 5th Comprehensive National Territorial Plan and the 5th Comprehensive National Environmental Plan

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    https://www.riss.kr/link?id=A109123485

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    With the growing need for integrated management of the national territorial environmental plan, South Korea has enforced a coordination between the 5th Comprehensive National Plans through the enactment of a Joint Instruction. However, the effectiveness of this policy has faced criticism by some scholars due to a lack of balanced consideration for the National Territorial Plan, a thorough analysis of the 5th Comprehensive National Plan subject to the integration management, and an investigation of the connection between planning characteristics and the Joint Instruction. Consequently, a systematic review of planning characteristics, with respect to integrated management, is crucial. This entails a comparative study focused on the characteristics of the national territorial–environmental plan as guided by the Joint Instruction. This study employs topic modeling to analyze and compare the characteristics of the 5th Comprehensive National Territorial Plan and the 5th Comprehensive National Environmental Plan, both individually and in an integrated manner (national territory + environment), and to scrutinize the relationship between the integrated analysis outcomes and the integrated management issues stipulated by the Joint Instruction. The results reveal that six topics were identified at the integrated level: sustainability, living environment, governance, industry, disaster, and environmental pollution. The living environment, governance, and industry topics align with those of the Comprehensive National Territorial Plan, while governance, disaster, and environmental pollution overlap with the Comprehensive Environmental Plan’s topics. Furthermore, environmental pollution emerged as the most extensively addressed topic within integrated management issues, whereas governance and living environment were relatively insufficiently addressed. Therefore, to enhance integrated management in the future, it is imperative to fortify the governance system to ensure ongoing policy cooperation in the domain of national territory and environment. Additionally, developing a spatial environmental management strategy that focuses on infrastructure and services is crucial to improve the living environment.
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    With the growing need for integrated management of the national territorial environmental plan, South Korea has enforced a coordination between the 5th Comprehensive National Plans through the enactment of a Joint Instruction. However, the effectivene...

    With the growing need for integrated management of the national territorial environmental plan, South Korea has enforced a coordination between the 5th Comprehensive National Plans through the enactment of a Joint Instruction. However, the effectiveness of this policy has faced criticism by some scholars due to a lack of balanced consideration for the National Territorial Plan, a thorough analysis of the 5th Comprehensive National Plan subject to the integration management, and an investigation of the connection between planning characteristics and the Joint Instruction. Consequently, a systematic review of planning characteristics, with respect to integrated management, is crucial. This entails a comparative study focused on the characteristics of the national territorial–environmental plan as guided by the Joint Instruction. This study employs topic modeling to analyze and compare the characteristics of the 5th Comprehensive National Territorial Plan and the 5th Comprehensive National Environmental Plan, both individually and in an integrated manner (national territory + environment), and to scrutinize the relationship between the integrated analysis outcomes and the integrated management issues stipulated by the Joint Instruction. The results reveal that six topics were identified at the integrated level: sustainability, living environment, governance, industry, disaster, and environmental pollution. The living environment, governance, and industry topics align with those of the Comprehensive National Territorial Plan, while governance, disaster, and environmental pollution overlap with the Comprehensive Environmental Plan’s topics. Furthermore, environmental pollution emerged as the most extensively addressed topic within integrated management issues, whereas governance and living environment were relatively insufficiently addressed. Therefore, to enhance integrated management in the future, it is imperative to fortify the governance system to ensure ongoing policy cooperation in the domain of national territory and environment. Additionally, developing a spatial environmental management strategy that focuses on infrastructure and services is crucial to improve the living environment.

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    참고문헌 (Reference)

    1 양연희, "토픽모델링을 활용한 공공갈등 유형및 경향 분석" 35 (35): 159-188, 2021

    2 이태화, "텍스트 네트워크 분석과 토픽 모델링 기법을 활용한 [도시행정학보] 연구경향 분석" 35 (35): 1-22, 2022

    3 서형준 ; 명승환, "지역 스마트시티계획의 스마트시티 안전서비스 분석 : 토픽모델링 분석을 중심으로" 26 (26): 1-35, 2023

    4 문화관광부, "저탄소 녹색 관광자원개발 가이드라인"

    5 김선희, "자원절약적 국토발전방안연구: 국토·도시공간구조와 교통에너지소비와의 관계를 중심으로" 국토연구원 2003

    6 명수정, "우리나라 국토환경 지리정보의 활용성 제고 방안" 한국환경정책·평가연구원 2018

    7 김근한, "시공간을 고려한 환경생태적 우수지역과 환경성질환의 상관성 분석 연구: 환경·국토계획통합 계획에서의 활용방안을 중심으로" 한국환경정책·평가연구원 2019

    8 최해옥, "소셜미디어의 텍스트마이닝 분석을 통한 지적측량 이슈 네트워크 분석" 28 (28): 147-161, 2015

    9 석영선 ; 송기환 ; 한효주 ; 이정아, "미세먼지저감을 위한 그린인프라 계획요소 도출-텍스트마이닝을 활용하여" 49 (49): 79-96, 2021

    10 박종문 ; 김지혜 ; 윤순진, "도시재생에 대한국제 연구 동향과 국내 정책결정자 담화 분석 : 의미 연결망 분석과 토픽 모델링을 중심으로" 31 (31): 31-59, 2018

    1 양연희, "토픽모델링을 활용한 공공갈등 유형및 경향 분석" 35 (35): 159-188, 2021

    2 이태화, "텍스트 네트워크 분석과 토픽 모델링 기법을 활용한 [도시행정학보] 연구경향 분석" 35 (35): 1-22, 2022

    3 서형준 ; 명승환, "지역 스마트시티계획의 스마트시티 안전서비스 분석 : 토픽모델링 분석을 중심으로" 26 (26): 1-35, 2023

    4 문화관광부, "저탄소 녹색 관광자원개발 가이드라인"

    5 김선희, "자원절약적 국토발전방안연구: 국토·도시공간구조와 교통에너지소비와의 관계를 중심으로" 국토연구원 2003

    6 명수정, "우리나라 국토환경 지리정보의 활용성 제고 방안" 한국환경정책·평가연구원 2018

    7 김근한, "시공간을 고려한 환경생태적 우수지역과 환경성질환의 상관성 분석 연구: 환경·국토계획통합 계획에서의 활용방안을 중심으로" 한국환경정책·평가연구원 2019

    8 최해옥, "소셜미디어의 텍스트마이닝 분석을 통한 지적측량 이슈 네트워크 분석" 28 (28): 147-161, 2015

    9 석영선 ; 송기환 ; 한효주 ; 이정아, "미세먼지저감을 위한 그린인프라 계획요소 도출-텍스트마이닝을 활용하여" 49 (49): 79-96, 2021

    10 박종문 ; 김지혜 ; 윤순진, "도시재생에 대한국제 연구 동향과 국내 정책결정자 담화 분석 : 의미 연결망 분석과 토픽 모델링을 중심으로" 31 (31): 31-59, 2018

    11 김동한, "국토계획과 환경보전계획의 통합관리를 위한국토정책과제 연구" 국토연구원 2019

    12 최영국, "국토계획과 환경계획체계의 연계방안 연구" 국토연구원 2002

    13 허한결 ; 이동근 ; 성현찬 ; 허민주 ; 박진한, "국토계획과 환경계획 통합관리 지표의 적용을통한 통합관리 현황 평가" 22 (22): 81-91, 2019

    14 허한결 ; 성현찬 ; 이동근 ; 허민주 ; 박진한, "국토계획과 환경계획 통합관리 지표 개발 연구" 21 (21): 27-45, 2018

    15 "국토계획 및 환경계획의 통합관리에 관한 공동훈령 제8조"

    16 "국토계획 및 환경계획의 통합관리에 관한 공동훈령 제3조 제1항"

    17 "국토계획 및 환경계획의 통합관리에 관한 공동훈령 제11조 제2항"

    18 국토교, "국토계획 및 환경계획의 통합관리에 관한 공동훈령"

    19 왕광익, "국토·환경계획 연동에 따른 도시계획적 대응방안연구" 국토연구원 2015

    20 최정석, "국토· 환경 통합관리의 실현성 강화를 위한 제도적 개선방안" 29 (29): 27-58, 2021

    21 전재경, "국토· 환경 통합관리의 법적체계와추진방법" (31) : 7-36, 2006

    22 최희선, "국토-환경계획 통합관리를위한 공간환경기본구상안과 추진방안 마련(Ⅱ)" 환경부 2019

    23 최희선, "국토-환경계획 통합관리를 위한공간환경기본구상안과 추진방안 마련(Ⅰ)" 환경부 2019

    24 최희선, "국가 환경-국토계획 통합관리방안 연구" 환경부 2019

    25 Thielmann, A., "Unsupervised document classification integrating web scraping, one-class SVM and LDA topic modelling" 50 (50): 574-591, 2023

    26 Cheng, X., "Topic modelling of ecology, environment and poverty nexus:An integrated framework" 267 : 1-14, 2018

    27 Connelly, R., "The role of administrative data in the big data revolution in social science research" 59 : 1-12, 2016

    28 Bai, X., "Research topics and trends in the maritime transport : A structural topic model" 102 : 11-24, 2021

    29 Steyvers, M., "Probabilistic topic models" 427 (427): 424-440, 2007

    30 Blei, D. M., "Latent dirichlet allocation" 3 : 993-1022, 2003

    31 Rivera, N. V., "Early detection of mechanical damage in mango using NIR hyperspectral images and machine learning" 122 : 91-98, 2014

    32 Altaweel, M., "Documents as data : a content analysis and topic modeling approach for analyzing responses to ecological disturbances" 51 : 82-95, 2019

    33 Newman, D., "Distributed algorithms for topic models" 10 (10): 1801-1828, 2009

    34 Rivera, S. J., "A text mining framework for advancing sustainability indicators" 62 : 128-138, 2014

    35 Cao, J., "A density-based method for adaptive LDA model selection" 72 (72): 1775-1781, 2009

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