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What is Climate?01:16

What is Climate?

18.4K
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.
18.4K
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.
24.3K
Adaptations that Reduce Water Loss01:57

Adaptations that Reduce Water Loss

25.4K
Though evaporation from plant leaves drives transpiration, it also results in loss of water. Because water is critical for photosynthetic reactions and other cellular processes, evolutionary pressures on plants in different environments have driven the acquisition of adaptations that reduce water loss.
25.4K
Radiation: Applications01:17

Radiation: Applications

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The average temperature of Earth is the subject of much current discussion. Earth is in radiative contact with both the Sun and dark space; it receives almost all its energy from the radiation of the Sun and reflects some of it into outer space. Dark space is very cold, about 3 K, so Earth radiates energy into it. For instance, heat transfer occurs from soil and grasses, the rate of which can be so rapid that frost can occur on clear summer evenings, even in warm latitudes.
The average...
1.1K
Responses to Heat and Cold Stress02:45

Responses to Heat and Cold Stress

13.4K
Every organism has an optimum temperature range within which healthy growth and physiological functioning can occur. At the ends of this range, there will be a minimum and maximum temperature that interrupt biological processes.
13.4K
Natural Selection and Adaptation01:15

Natural Selection and Adaptation

192
Natural selection, a fundamental concept in evolutionary biology, is the mechanism by which evolution is driven, favoring organisms that are best adapted to their environments. This process enhances their chances of survival and reproduction. Adaptation, a key outcome of this process, involves genetic modifications that optimize an organism's functionality under specific environmental challenges, such as extreme cold or thinner air at high altitudes.
Beyond physical adaptations,...
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相关实验视频

Updated: Jun 18, 2025

Using Generative Art to Convey Past and Future Climate Transitions
06:10

Using Generative Art to Convey Past and Future Climate Transitions

Published on: March 31, 2023

931

气候变化生物学的人工智能:从数据收集到预测

Ofir Levy1, Shimon Shahar2

  • 1Tel Aviv University, Faculty of Life Sciences, School of Zoology, Tel Aviv 6997801, Israel.

Integrative and comparative biology
|July 31, 2024
PubMed
概括

大数据分析和人工智能 (AI) 可以通过完善微气候模型和跟踪动物对气候变化的反应来推进热生态. 这种融合为生物多样性弹性提供了精确的保护策略.

科学领域:

  • 生态科学 生态科学
  • 热生态学热生态学
  • 保护生物学 保护生物学

背景情况:

  • 大数据分析和人工智能 (AI) 为生态研究提供了变革性的潜力,特别是在热生态学和了解动物对气候变化的反应方面.
  • 目前大数据应用在热生态学和动物气候反应方面的进展有限.
  • 准确的微气候数据和详细的动物行为跟踪对于生态研究至关重要.

研究的目的:

  • 审查大数据分析和人工智能如何增强在不断变化的气候条件下对微气候和动物行为的研究.
  • 探索AI在改进微气候模型和分析先进传感器数据方面的潜力.
  • 讨论人工智能驱动的洞察力用于保护策略的应用.

主要方法:

  • 对大数据分析,人工智能和生态研究现有文献的审查.
  • 探索AI在微气候建模方面的能力,包括偏差校正和缩小规模.
  • 用传感器 (加速计,声记录仪,摄像头陷) 和分类模型跟踪动物反应的AI应用的分析.

主要成果:

  • 人工智能可以显著改善微气候模型,为动物提供更准确的环境状况估计.
  • 人工智能可通过传感器数据和图像分类来精确跟踪动物的温度调节行为和环境相互作用.
  • 人工智能集成允许详细地绘制对物种生存至关重要的基本微生物息地.

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Simulating Temperature in a Soil Incubation Experiment
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Simulating Temperature in a Soil Incubation Experiment

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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

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相关实验视频

Last Updated: Jun 18, 2025

Using Generative Art to Convey Past and Future Climate Transitions
06:10

Using Generative Art to Convey Past and Future Climate Transitions

Published on: March 31, 2023

931
Simulating Temperature in a Soil Incubation Experiment
08:39

Simulating Temperature in a Soil Incubation Experiment

Published on: October 28, 2022

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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM
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Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling SAHM

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结论:

  • 人工智能,大数据和生态科学的融合使得精确保护的新时代成为可能.
  • 由人工智能驱动的方法提高了对动物适应性行为和在气候变化下微型息地使用的理解.
  • 这些方法对于设计有效的,适应气候变化的保护和恢复计划至关重要,以应对全球环境挑战.