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相关概念视频

Global Climate Change01:50

Global Climate Change

24.4K
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 Weather?01:07

What is Weather?

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Overview
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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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Precipitation and Co-precipitation01:17

Precipitation and Co-precipitation

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Precipitation and coprecipitation methods can be used to separate a mixture of ions in a solution. In qualitative inorganic analysis, ions that form sparingly soluble precipitates with the same reagent are separated based on the differences in solubility products. For example, consider the separation of Cu(II) and Fe(II) ions by precipitation as insoluble sulfides. First, copper(II) sulfide is precipitated by the addition of acidic H2S, where the dissociation of H2S is suppressed. Adding H2S...
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Precipitation Processes01:12

Precipitation Processes

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The experimental conditions in a gravimetric analysis should be optimized to maximize the particle size and purity of the obtained precipitate. Ideally, the concentration of the precipitating reagent should be low with effective stirring to maintain low relative supersaturation for the growth of large crystals. In homogeneous precipitation, the precipitant is slowly generated by a chemical reaction in the solution to avoid local reagent excesses. For example, urea decomposes gradually to...
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Precipitation Gravimetry01:03

Precipitation Gravimetry

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Precipitation gravimetry is based on converting an analyte into a sparingly soluble precipitate, which is separated by filtration and weighed. An ideal precipitate should be pure, insoluble, of known composition, and easily filtered from the reaction mixture.
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
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相关实验视频

Updated: Jul 9, 2025

Using Generative Art to Convey Past and Future Climate Transitions
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利用深度学习利用全球气候数据预测当地微气候.

Marco Zanchi1,2, Stefano Zapperi3,4,5, Caterina A M La Porta6,3,7,8

  • 1Department of Environmental Science and Policy, University of Milan, Via Celoria 10, 20133, Milano, Italy. marco.zanchi@unimi.it.

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准确的微气候建模需要当地天气数据才能获得最佳结果. 像ERA5这样的全球气候数据集在本地数据不可用时提供了可行的替代方案,确保可靠的预测.

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Surface Renewal: An Advanced Micrometeorological Method for Measuring and Processing Field-Scale Energy Flux Density Data
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Exploring the Effects of Atmospheric Forcings on Evaporation: Experimental Integration of the Atmospheric Boundary Layer and Shallow Subsurface
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科学领域:

  • 环境科学 环境科学
  • 农业科学 农业科学
  • 数据科学数据科学数据科学

背景情况:

  • 了解微气候对于自然资源管理和优化农业至关重要.
  • 准确的微气候监测依赖于整合物理定律和数据驱动算法的模型.
  • 首选的是当地气象数据,但如果没有,则使用全球气候数据集.

研究的目的:

  • 引入一个创新的微气候模型,将物理定律和深度学习结合起来.
  • 使用当地气象数据与全球气候数据 (ERA5) 进行微气候建模的准确性比较.
  • 评估全球气候数据集的可行性,以便在本地数据稀缺的情况下进行微气候建模.

主要方法:

  • 开发了一种新的微气候模型,将物理定律和深度学习技术整合起来.
  • 使用了从伦巴迪亚山的温度计尺度和相对湿度数据.
  • 使用当地ARPA气象站数据和全球ERA5数据集作为模型输入进行了比较分析.

主要成果:

  • 当使用当地气象数据时,微气候建模获得了更高的准确性.
  • 全球气候数据集ERA5,虽然不如当地数据准确,但提供了一个可行的替代方案.
  • 该模型成功地复制了温度和相对湿度在米尺度上的变化.

结论:

  • 当地气象数据为微气候建模提供了更高的准确性.
  • 像ERA5这样的全球气候数据集是数据稀缺地区微气候建模的可靠选择.
  • 开发的深度学习模型有效地捕捉了微气候的动态.