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相关概念视频

The Colonization of Land02:22

The Colonization of Land

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Changes in the environment of the early Earth drove the evolution of organisms. As prokaryotic organisms in the oceans began to photosynthesize, they produced oxygen. Eventually, oxygen saturated the oceans and entered the air, resulting in an increase in atmospheric oxygen concentration, known as the oxygen revolution approximately 2.3 billion years ago. Therefore, organisms that could use oxygen for cellular respiration had an advantage. More than 1.5 years ago, eukaryotic cells and...
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Classifying Matter by Composition03:35

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Matter: Pure Substances and Mixtures
According to its composition, the matter can be classified into two broad categories — pure substances and mixtures. 
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Global Climate Change01:50

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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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Chemistry is the study of matter and the changes it undergoes. Matter is anything that has mass and occupies space. Matter is all around us; the air, water, soil, mountains, even our bodies are all examples of matter. Matter is divided into three states — solid, liquid, and gas — that are commonly found on earth. The fourth state of matter, plasma, occurs naturally in the interiors of stars. 
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Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
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Large-scale Reconstructions and Independent, Unbiased Clustering Based on Morphological Metrics to Classify Neurons in Selective Populations
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在全球范围内对8万个采矿地点的土地使用进行分类.

Yu-Tong Cheng1, Nguyen Tien Hoang1, Lou Maupu1

  • 1Graduate School of Environmental Studies, Tohoku University, 468-1 Aramaki Aza Aoba, Aoba-ku, Sendai, Miyagi, 980-8572, Japan.

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概括

一个新的全球数据集绘制了采矿用地和覆盖面的地图,这对于了解绿色能源转型期间关键矿产开采对环境的影响至关重要. 这种详细的映射可以改善环境风险评估.

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科学领域:

  • 环境科学 环境科学
  • 遥感 遥感 遥感 遥感
  • 地理空间分析的研究.

背景情况:

  • 绿色能源转型增加了对关键矿物的需求,导致扩大了采矿活动和环境问题.
  • 精确评估采矿足迹对于了解和减轻环境影响至关重要.

研究的目的:

  • 开发一个全球一致的数据集,用于采矿区内土地使用和土地覆盖的分类.
  • 提供对全球采矿足迹的详细见解,并改进环境影响评估.

主要方法:

  • 整合了Sentinel-2卫星图像和TanDEM-X海拔变化数据.
  • 使用随机森林分类器来准确地使用土地分类.
  • 区分频谱上相似但功能上不同的土地利用类型 (例如,露天坑,垃圾填埋场).

主要成果:

  • 一个全面的数据集,涵盖了150个国家的80,000多个采矿区 (95,644平方公里).
  • 准确的分类,区分特定的采矿用地,避免对受影响地区的高估.
  • 实现了对采矿足迹的全球范围的洞察.

结论:

  • 该数据集提供了更准确的矿区内土地使用的描述.
  • 提高了采矿行业环境影响评估的可靠性.
  • 支持可持续资源管理和环境保护的知情决策.