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气候变化视频传播中的框架策略——基于无监督机器学习方法
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作者 胡赛全 陈娅静 朱俊明 《中国软科学》 CSSCI CSCD 北大核心 2023年第3期63-73,共11页
气候政策体系中的一个重要环节是加强面向公众的气候变化传播。在传播中使用并创新框架策略能达到影响公众认知与行为,提升传播效果的目的。但现有气候变化传播框架策略研究在媒介选择和方法运用上存在不足,难以支撑框架策略在形态丰富... 气候政策体系中的一个重要环节是加强面向公众的气候变化传播。在传播中使用并创新框架策略能达到影响公众认知与行为,提升传播效果的目的。但现有气候变化传播框架策略研究在媒介选择和方法运用上存在不足,难以支撑框架策略在形态丰富性和识别准确性上的创新。从视频媒介YouTube上提取234个气候变化纪录片的字幕构建了130万单词量的语料库,并基于无监督机器学习的主题模型网络分析法识别其中的框架策略。结果发现,气候变化视频传播语料中存在“环境威胁框架”“人类威胁框架”和“危机可控框架”3种策略。前两者分别强调气候变化对环境和人类生存的威胁;后者则强调气候变化所造成负面后果可通过科学、技术及多主体共同行动来有效控制。这是已有文献中未曾发现的复杂框架策略。研究发现对推进中国气候变化传播实践具有重要启示。 展开更多
关键词 气候变化传播 框架策略 主题模型网络分析 无监督机器学习 LDA主题模型
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浅议当代艺术中的气候变化问题传播
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作者 杨静 《美术大观》 2021年第11期103-109,共7页
气候危机这一人类面临的最迫切的环境问题和美学相遇碰撞催生了气候变化艺术。在气候变化的情况下,将当代艺术转变为有助于建立更具可持续性的文化战略方法值得更多关注。本文以活跃的当代气候艺术家的创作实践为例,旨在探索艺术如何成... 气候危机这一人类面临的最迫切的环境问题和美学相遇碰撞催生了气候变化艺术。在气候变化的情况下,将当代艺术转变为有助于建立更具可持续性的文化战略方法值得更多关注。本文以活跃的当代气候艺术家的创作实践为例,旨在探索艺术如何成为一种创造性的策略,促进气候变化问题的传播。本文集中讨论艺术家如何对气候变化现象和后果进行可视化表现,如何通过在地叙事将“遥远的气候问题”拉回人们身边,以唤起公众对气候问题的警觉,以及如何通过艺术提供天马行空的解决方案。本文还展示了气候变化艺术家如何克服主流科学界和大众媒体在气候变化传播中的不足和偏差,挑战传统美学方法的局限性,创造出令人耳目一新的气候变化叙事,揭示艺术在促进气候问题解决的全球行动中的积极作用和巨大潜力。 展开更多
关键词 气候变化传播 当代艺术 可视化 本地化 解决方案
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气候变化传播:历史、挑战、进程和发展方向 被引量:6
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作者 Susanne Moser 赖晨希 《东岳论丛》 CSSCI 北大核心 2013年第10期15-23,共9页
20世纪80年代中后期,人为气候变化出现在公共议程中,气候变化传播开始得到广泛关注。本文梳理了有效气候传播的已有认知、假定及尚未厘清的问题,回顾了气候传播的历史,进而讨论了面临的挑战,如不可见的起因、远隔性的影响、缺乏对影响... 20世纪80年代中后期,人为气候变化出现在公共议程中,气候变化传播开始得到广泛关注。本文梳理了有效气候传播的已有认知、假定及尚未厘清的问题,回顾了气候传播的历史,进而讨论了面临的挑战,如不可见的起因、远隔性的影响、缺乏对影响的直观感受、缺少采取减缓行动的动力、怀疑人类活动的全球性影响、气候变化的复杂性和不确定性、要做出改变的迹象不够充分、知觉局限及利己主义等。本文重点关注传播进程中的关键要素,如目的、传播范围、受众、框架、信息、传播者、传播模式和渠道、对结果和传播有效性的评估等。这些要素和一些影响传播进程的语境因素息息相关。最后本文对气候传播研究的发展方向提出了建议。 展开更多
关键词 气候变化传播 发展历史 挑战 关键要素 影响因素 发展方向
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Transmission of climate change impacts from temperature change to grain harvests, famines and peasant uprisings in the historical China 被引量:15
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作者 FANG XiuQi SU Yun +1 位作者 YIN Jun TENG JingChao 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第8期1427-1439,共13页
Because of the complexity of social responses to climate change,as well as limitations of proxy data concerning interactions between climate change and human responses,the social impacts of past climate change and ass... Because of the complexity of social responses to climate change,as well as limitations of proxy data concerning interactions between climate change and human responses,the social impacts of past climate change and associated response mechanisms,thus,require further investigation.To shed light on the transmission of climate change impacts within historical Chinese society,we selected 30-year resolution sequences of temperature anomalies in eastern China and 10-year resolution sequences of grain harvest grades,famine indices,and frequencies of peasant uprisings in China over the past 2000 years.Using a food security perspective,we analyzed the impacts of temperature changes historically transmitted through Chinese production,population,and social subsystems,and differences in transmission characteristics between cold and warm units.Our results were as follows.(1)From 210 BC to 1910 AD,temperature changes in China were significantly positively correlated with grain harvest grades(correlation coefficient,0.338),and significantly negatively correlated with famine indices,and frequencies of peasant uprisings(correlation coefficients,-0.301 and-0.277,respectively).The correlation coefficients between famine indices and grain harvest grades or frequencies of peasant uprisings were very low.(2)There was a higher proportion of bumper or normal harvests(86.5%of the total decades),more moderate and mild famines(76%),and a lower proportion of peasant uprisings(33.3%)in the 30-year warm units.Conversely,there was a higher proportion of poor or normal harvests(70.7%),a greater proportion of moderate and severe famines(77.6%),and more peasant uprisings(51.7%)in the 30-year cold units.(3)Of the 23 main transmission pathways extending from temperature change to the social subsystem,13 occurred in cold units,of which 7 had an endpoint of peasant uprisings,and 10 occurred in warm units of which 3 had an endpoint of peasant uprisings.The main transmission pathways that were more likely to be associated with the impacts of temperature change were:Cold→poor harvests→severe famines→more uprisings;cold→poor harvests→moderate famines→more uprisings;warm→bumper harvests→mild famines→no uprisings;warm→bumper harvests→moderate harvests→no uprisings;warm→normal harvests→mild famines→no uprisings;and warm→normal harvests→moderate famines→no uprisings.(4)The transmission of the impacts of temperature change was a complex process.Within this process,famine was most prone to being modulated by human society.In the transmission pathways from the production to the social subsystem,there was a stepwise decrease in the occurrence rate of decades that were probably affected by climate change.In all cold units,10.4%of decades ending in more uprisings were most likely to be associated with the impacts of temperature change.In all warm units,47.9%of decades ending in no uprisings were most likely to be associated with the impacts of temperature change.This research can contribute a better understanding on the past interaction mechanisms and processes within the human-climate-ecosystem complex,as well as a better response to the impacts of the ongoing climate change. 展开更多
关键词 chain of climate change impacts grain harvests famines peasant uprisings historical Chinese society
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