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Delineation of an Urban Community Life Circle Based on a Machine-Learning Estimation of Spatiotemporal Behavioral Demand 被引量:7
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作者 LI Chunjiang XIA Wanqu CHAI Yanwei 《Chinese Geographical Science》 SCIE CSCD 2021年第1期27-40,共14页
Delineating life circles is an essential prerequisite for urban community life circle planning. Recent studies combined the environmental contexts with residents’ global positioning system(GPS) data to delineate the ... Delineating life circles is an essential prerequisite for urban community life circle planning. Recent studies combined the environmental contexts with residents’ global positioning system(GPS) data to delineate the life circles. This method, however, is constrained by GPS data, and it can only be applied in the GPS surveyed communities. To address this limitation, this study developed a generalizable delineation method without the constraint of behavioral data. According to previous research, the community life circle consists of the walking-accessible range and internal structure. The core task to develop the generalizable method was to estimate the spatiotemporal behavioral demand for each plot of land to acquire the internal structure of the life circle, as the range can be delineated primarily based on environmental data. Therefore, behavioral demand estimation models were established through logistic regression and machine learning techniques, including decision trees and ensemble learning. The model with the lowest error rate was chosen as the final estimation model for each type of land. Finally, we used a community without GPS data as an example to demonstrate the effectiveness of the estimation models and delineation method. This article extends the existing literature by introducing spatiotemporal behavioral demand estimation models, which learn the relationships between environmental contexts, population composition and the existing delineated results based on GPS data to delineate the internal structure of the community life circle without employing behavioral data. Furthermore, the proposed method and delineation results also contributes to facilities adjustments and location selections in life circle planning, people-oriented transformation in urban planning, and activity space estimation of the population in evaluating and improving the urban policies. 展开更多
关键词 community life circle spatiotemporal behavioral demand demand estimation model decision tree ensemble learning
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Happy Life at the Foot of the Imperial City Wall——A Glimpse of Community Life in Dongcheng District, Beijing
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作者 BY LIAN JIE 《The Journal of Human Rights》 2004年第3期18-21,共4页
Grandpa Qin, now 74, has returned to where he had lived for more than six decades in the company of his daughter. In front of him, the old dilapidated scenes have all disappeared. The former nine 1.9-meter-wide lanes ... Grandpa Qin, now 74, has returned to where he had lived for more than six decades in the company of his daughter. In front of him, the old dilapidated scenes have all disappeared. The former nine 1.9-meter-wide lanes have become 12 six-meter-wide roads. The former crowded courtyards, 11 stairs down the lanes, have completely changed their outlook. The only things that seem to have not changed are the old Beijing style of blue tiles and gray bricks and the imperial city walls nearby that are the witnesses to all these changes. Grandpa Qin is among the 300 households who have returned after the rebuilding project was completed. Qin’s family lived in the Nanchizi community for five generations. The big 展开更多
关键词 Happy life at the Foot of the Imperial City Wall A Glimpse of community life in Dongcheng District BEIJING
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Spatial Delineation and Facility Optimization of 15-Minute Community Life Circles: A Case Study of the Central Urban Area of Laiyang, Shandong Province
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作者 Liu Laiyu Zheng Jiaxin +2 位作者 Zhou Guoyan Liu Jinxin(Translated) Tang Yan(Proofread) 《China City Planning Review》 2025年第2期15-23,共9页
Addressing the key challenges of ambiguous spatial boundaries of 15-minute community life circles and inadequate coordination between facility supply and demand,this study critically revisits classical theoretical app... Addressing the key challenges of ambiguous spatial boundaries of 15-minute community life circles and inadequate coordination between facility supply and demand,this study critically revisits classical theoretical approaches and proposes a spatial governance model for community life circles,along with a three-dimensional integrated framework for facility optimization.Based on this,the study develops a comprehensive technical approach for spatial delineation and facility optimization,comprising four key steps:(1)identifying existing facility service areas,(2)delineating future community life circles,(3)conducting cluster analysis of supply-demand balance,and(4)formulating optimization strategies.It incorporates practical factors such as population distribution and land supply potential,while remaining closely aligned with subdistrict and community administrative boundaries,to provide methodological insights and complementary perspectives for optimizing community life circle governance in China.Taking the central urban area of Laiyang,Shandong Province,as a case study,the empirical analysis validates the spatial governance model by revealing the polycentric distribution of existing facilities and their overlapping service areas.The findings highlight a dual deficiency of public facilities in both the peripheral areas of the old town and newly developed areas,which is a critical barrier to establishing 15-minute community life circles in Laiyang.Finally,the study proposes classification-based governance optimization strategies for community life circle planning in Laiyang,while also providing a practical governance model applicable to other small-and medium-sized cities. 展开更多
关键词 15-minute community life circles spatial delineation spatial model facility optimization small-and medium-sized cities
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Cult Social Prevention Under Psychological Perspective
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作者 Guiyang Xie Meifu Yan Qizhen Liu 《Sociology Study》 2016年第4期219-225,共7页
The breeding and communication of cult are all realized on the base of psychological activities, psychological factors play an important role in preventing and resisting breeding and communication of cult, and in this... The breeding and communication of cult are all realized on the base of psychological activities, psychological factors play an important role in preventing and resisting breeding and communication of cult, and in this paper, it demonstrates respectively at this point, and starts from forming the long-term mechanism of the Chinese cult governance and proposes the conception and specific suggestions accordingly of establishing the national psychological assistance system to prevent and resist breeding and communication of cult 展开更多
关键词 Psychological assistance Archimedes Effect Threshold Phenomenon community life internal incentive
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From Dystopia to Utopia:The Construction of Post-Human Life Community in Kurt Vonnegut’s Galápagos
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作者 Jianfeng Chen 《Advances in Humanities Research》 2024年第2期19-23,共5页
Kurt Vonnegut constructed a post-apocalyptic fantasy in Galápagos:after the extinction effects of technology abuse,war and ecological unbalance in the Capitalocene,the old human race cannot reproduce due to the p... Kurt Vonnegut constructed a post-apocalyptic fantasy in Galápagos:after the extinction effects of technology abuse,war and ecological unbalance in the Capitalocene,the old human race cannot reproduce due to the plague,while the new human race comes to an island by“Noah's Ark”and evolves into seal-like animals,returning to nature and living in harmony with other species;it contains a profound criticism of the Anthropocene and a post-human ecological imagination of life forms.Based on the framework of subversion-reconstruction-prospect of life community,this paper explores the construction path of post-human life community.Finally,it is pointed out that the essence of this construction is the nomadic strategy of escape and the fantasy of absolute de-territorialization,but it reveals the vision and value of reconstructing the life community. 展开更多
关键词 VONNEGUT POST-HUMAN Galápagos life community
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ORIGINAL CONTRIBUTIONS OF XI JINPING THOUGHT ON THE RULE OF LAW TO THE THEORY OF RULE OF LAW FOR ECOLOGICAL CIVILIZATION
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作者 Lyu Zhongmei 《China Legal Science》 2025年第6期23-41,共19页
Xi Jinping Thought on the Rule of Law integrates Marxist dialectics of nature with legal theory and China's fine traditional ecological philosophy and culture.Drawing on universal experience in global ecological c... Xi Jinping Thought on the Rule of Law integrates Marxist dialectics of nature with legal theory and China's fine traditional ecological philosophy and culture.Drawing on universal experience in global ecological conservation,it proposes a few novel ideas on the rule of law,such as the proposition of'a community of life for man and nature',alongside the worldview of'harmonious coexistence between humanity and nature'the methodology of'making coordinated efforts to cut carbon emissions,reduce pollution,expand green development,and pursue economic growth',and the praxis of'protecting the ecological environment with the strictest systems and the most rigorous rule of law'.These form original theoretical achievements,opening new horizons for adapting Marxist theory on the rule of law to the Chinese context and the needs of the times,and providing a practical guide for advancing the building of a Beautiful China on the path of the rule of law. 展开更多
关键词 Xi Jinping thought rule law community life chinas fine traditional ecological philosophy culturedrawing legal theory theory rule law ecological civilization marxist dialectics nature original contributions
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Research on Ecological Protection and Restoration Measures in Altay Region based on the Coupling Perspective of the Mountains-Rivers-Forests-Farmlands-Lakes-Grasslands System 被引量:10
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作者 LI Yi LIU Yujie +3 位作者 ZHANG Qiang ZHU Sufeng LIU Hao LIU Shufang 《Journal of Resources and Ecology》 CSCD 2021年第6期791-800,共10页
The adoption of both Nature-based Solutions(NbS)and a system perspective is a hot issue and an area in which there is much room for improvement in ecological protection and restoration.The study takes Altay region as ... The adoption of both Nature-based Solutions(NbS)and a system perspective is a hot issue and an area in which there is much room for improvement in ecological protection and restoration.The study takes Altay region as an example,an area located in Xinjiang,China,which is an important ecological corridor of the national key functional area and the core area of the Belt and Road but has a fragile ecological environment and needs much enhancement in ecological protection and restoration.Guided by the concept of"mountains-rivers-forestsfarmlands-lakes-grasslands(MRFFLG)system is a life community",the coupling relationship of the various MRFFLG elements,the main ecological environmental problems and the integrated countermeasures for protection and restoration in Altay region have been analyzed in this study.The study shows that Altay region has a typical meta-ecosystem of mountain,oasis,and desert,and the connections by rivers and lakes make the ecosystem links within the region much closer.The interweaving of resource-environmental-ecological issues of the aquatic ecosystem,degradation of the quality of terrestrial ecosystems such as forests,grasslands and farmlands,the increased ecosystem fragmentation and ecological risks are the major ecological environmental issues in this region.This study takes the improvement of the ecosystem health and function in Altay region as the core goal of regional ecological protection and restoration.First,we establish a zoning governance pattern from the perspective of ecosystem integrity;second,we design governance strategies for different zones with the goal of synergistic improvements in the ecosystem functions;and finally,we clarify the key engineering tasks in different zones from the perspective of ecosystem services.Ecological conservation and restoration of the MRFFLG system is a prime example of the application and development of NbS in China.This paper constructs an analytical framework for identifying regional life communities,diagnosing ecological protection and restoration of zoning problems,and proposing classified solutions for ecological protection tasks for the protection of the MRFFLG system.This research will enrich the theory and technology for the protection and restoration of MRFFLG systems,and provide guidance for the practice of ecological protection and restoration in Altay region. 展开更多
关键词 mountains-rivers-forests-farmlands-lakes-grasslands life community coupling relationships ecological protection and restoration systematic management Altay region
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