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Global Climate Change01:50

Global Climate Change

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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.
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What is Climate?01:16

What is Climate?

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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.
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Machines01:19

Machines

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. One example of a machine is the cutting plier, which is used to cut wires by applying forces to its handles. When equal and opposite forces are exerted on the handles of the cutting plier, they cause the cutting edges to come together and apply equal and opposite reaction forces on the wire, which are greater than the applied forces.
A free-body diagram of the...
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Machines: Problem Solving II01:30

Machines: Problem Solving II

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
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The Carbon Cycle01:14

The Carbon Cycle

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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.
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Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

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A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
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相关实验视频

Updated: Jun 27, 2025

Using Generative Art to Convey Past and Future Climate Transitions
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Using Generative Art to Convey Past and Future Climate Transitions

Published on: March 31, 2023

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利用人类和机器智能为地球层面的气候行动发挥作用.

Ramit Debnath1,2, Felix Creutzig3,4, Benjamin K Sovacool5,6,7

  • 1Cambridge Zero and Department of Computer Science and Technology, University of Cambridge, Cambridge, CB3 0FD United Kingdom.

npj climate action
|May 2, 2024
PubMed
概括
此摘要是机器生成的。

开发不那么偏见的人工智能 (AI) 对气候行动至关重要. 这项研究提出了以数据为中心的方法,以创建值得信赖的AI系统,支持行星健康并减少数据不公正.

关键词:
适应气候变化 适应气候变化工程 工程师 工程师 工程师

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科学领域:

  • 环境科学 环境科学
  • 计算机科学 计算机科学
  • 社会学 社会学 社会学

背景情况:

  • 人工智能 (AI) 的发展对社会和环境产生影响,影响就业市场和气候行动.
  • 偏见的人工智能培训数据集可能会破坏政治机构的稳定,破坏社会稳定,可能导致社会转折事件.
  • 尽量减少人工智能的偏见对于有效的气候变化减缓和适应战略至关重要.

研究的目的:

  • 在气候行动中解决对不太偏见的人工智能系统的关键需求.
  • 探索以数据为中心的知识生成,为可信的人工智能在地球健康方面提供服务.
  • 研究人工智能与认识网络的协同调整,以改善决策.

主要方法:

  • 专注于以数据为中心的知识生成,以最大限度地减少AI偏见.
  • 提出一个人-在-循环AI设计.
  • 将人工智能与一个认识网络共同调整为应对行星健康挑战.

主要成果:

  • 人工智能系统可以通过以数据为中心的方法设计,以尽量减少偏见.
  • 人类在循环中的人工智能可以为支持气候行动的行星认识网络做出贡献.
  • 人工智能可以通过理解社会倾斜因素和减少数据不公正,使缓解和适应干预成为可能.

结论:

  • 对于可信的气候行动决策来说,一个不那么有偏见,人类在循环中的人工智能至关重要.
  • 将人工智能与对地球健康的认识网络共同调整至关重要.
  • 这种方法可以减轻数据不公正,并支持社会和环境的福祉.