相关实验视频
Updated: May 29, 2025

06:10
Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
860
1954年至2022年中国气候变化政策严格度的衡量
Bo Li1, Enxian Fu2, Shuhao Yang3
1Chinese Academy of Environmental Planning, State Environmental Protection Key Laboratory of Environmental Planning and Policy Simulation, Beijing, 100043, China.
Scientific data
|January 31, 2025
概括
本研究使用先进的文本分析和机器学习量化了中国1954-2022年气候政策的严格性 (CPS). 这些发现为了解气候治理及其影响提供了强大的数据集.
科学领域:
- 环境科学 环境科学
- 政治科学 政治科学是指政治学.
- 数据科学数据科学数据科学
背景情况:
- 通过时间和司法管辖区来比较气候政策的严格性是困难的,因为未定义的指标和复杂的因果关系.
- 中国的气候治理必须平衡环境,经济和社会影响,以实现协同效应.
研究的目的:
- 制定一个量化框架来衡量中国在1954年至2022年的气候变化政策严格性 (PSCC).
- 创建一个强大的,可解释的数据集,用于分析气候治理和支持因果推理.
主要方法:
- 一个综合框架,结合了词汇分析,文本分析,机器学习和应用到多源数据上的大型语言模型.
- 纳入思维链和SHAP分析,以进行可靠和可解释的测量.
- 在减缓,适应,实施和空间维度中构建PSCC.
主要成果:
- 一个全面的数据集量化中国的PSCC从1954年到2022年已经生成.
- 该数据集绘制了中国政府对气候变化的不断变化的严格性.
- 该方法确保有效,可靠和可解释的衡量政策严格性的方法.
结论:
- 开发的数据集为气候治理研究下游因果分析提供了有价值的工具.
- 这种定量方法解决了在比较气候政策严格性方面的知识差距.
- 该框架提供了对中国多目标气候治理战略的见解.
相关概念视频
Global Climate Change
24.2K
Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.
24.2K
What is Climate?
18.3K
Climate refers to the prevailing weather conditions in a specific area over an extended period. As the saying goes, “Climate is what you expect. Weather is what you get.” Climate is influenced by geographic factors, such as latitude, terrain, and proximity to bodies of water.
18.3K
The Water Cycle
24.1K
The Earth’s hydrosphere includes all of the areas where the storage and movement of water occurs. Since water is the basis of all living processes, the cycling of water is extremely important to ecosystem dynamics.
24.1K
The Carbon Cycle
36.9K
Carbon is the basis of all organic matter on Earth, and is recycled through the ecosystem in two primary processes: one in which carbon is exchanged among living organisms, and one in which carbon is cycled over long periods of time through fossilized organic remains, weathering of rocks, and volcanic activity. Human activities, including increased agricultural practices and the burning of fossil fuels, has greatly affected the balance of the natural carbon cycle.
36.9K
Lung Capacity
49.2K
The air in the lungs is measured in volumes and capacities. Lung volume measures reflect the amount of air taken in, released, or left over after a lung function, like a single inhalation. Lung capacity measures are sums of two or more lung volume measures.
49.2K
Phase Diagrams
39.5K
A phase diagram combines plots of pressure versus temperature for the liquid-gas, solid-liquid, and solid-gas phase-transition equilibria of a substance. These diagrams indicate the physical states that exist under specific conditions of pressure and temperature and also provide the pressure dependence of the phase-transition temperatures (melting points, sublimation points, boiling points). Regions or areas labeled solid, liquid, and gas represent single phases, while lines or curves represent...
39.5K

