Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Biological Effects of Radiation02:59

Biological Effects of Radiation

17.6K
All radioactive nuclides emit high-energy particles or electromagnetic waves. When this radiation encounters living cells, it can cause heating, break chemical bonds, or ionize molecules. The most serious biological damage results when these radioactive emissions fragment or ionize molecules. For example, α and β particles emitted from nuclear decay reactions possess much higher energies than ordinary chemical bond energies. When these particles strike and penetrate matter, they...
17.6K
Atomic Emission Spectroscopy: Overview01:20

Atomic Emission Spectroscopy: Overview

3.5K
Atomic emission spectroscopy (AES) is an analytical technique used to determine the elemental composition of a sample by analyzing the light emitted from excited atoms. In AES, atoms in a sample are excited to higher energy levels by thermal energy from high-temperature sources, such as plasma, arcs, or sparks. When these excited atoms return to lower energy states, they emit light at specific wavelengths characteristic of each element. The resulting atomic emission spectrum, which consists of...
3.5K
Atomic Fluorescence Spectroscopy01:29

Atomic Fluorescence Spectroscopy

884
Atomic fluorescence spectroscopy (AFS) is an analytical technique that involves the electronic transitions of atoms in a flame, furnace, or plasma being excited by electromagnetic (EM) radiation. When these atoms absorb energy, they become excited and subsequently release energy as they return to their original state. This emitted light, or "fluorescence," is observed at a right angle to the incident beam. Both absorption and emission processes transpire at distinct wavelengths, which...
884
Radiation: Applications01:17

Radiation: Applications

1.7K
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...
1.7K
Atomic Emission Spectroscopy: Interference01:30

Atomic Emission Spectroscopy: Interference

587
In atomic emission spectroscopy (AES), high-temperature atomizers excite a broad range of elements and molecules that generate complex emissions from sources such as oxides, hydroxides, and flame combustion products in the flame or plasma. Several strategies can be employed to minimize spectral interferences caused by overlapping emission lines or bands. These include increasing instrument resolution, choosing alternative emission lines, optimally placing the detector in low-background regions,...
587
Random Error01:04

Random Error

7.8K
Random or indeterminate errors originate from various uncontrollable variables, such as variations in environmental conditions, instrument imperfections, or the inherent variability of the phenomena being measured. Usually, these errors cannot be predicted, estimated, or characterized because their direction and magnitude often vary in magnitude and direction even during consecutive measurements. As a result, they are difficult to eliminate. However, the aggregate effect of these errors can be...
7.8K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Racial and Sex Differences in Postoperative Mortality Between Patients With Versus Without Dementia.

Annals of surgery open : perspectives of surgical history, education, and clinical approaches·2026
Same author

Individual external doses and conversion coefficients for outdoor workers after the lifting of evacuation orders in specified reconstruction and revitalization base areas following the Fukushima Daiichi nuclear power station accident.

Journal of radiological protection : official journal of the Society for Radiological Protection·2026
Same author

Synovial mesenchymal stem cell-augmented meniscal repair for flap tears: A phase III multicenter clinical trial.

Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association·2026
Same author

Linking forest compartments to the long-term decline rates of <sup>137</sup>Cs in stream fish: A contaminated headwater catchment in Fukushima.

Journal of environmental radioactivity·2026
Same author

Establishment of a Rat Pull-Out Repair Model Demonstrating Fibrous Meniscus-Bone Healing and Suppression of Meniscal Extrusion After Medial Meniscus Posterior Root Tear.

The American journal of sports medicine·2026
Same author

A framework for limited use of high-dose areas following the Fukushima nuclear accident.

Journal of radiological protection : official journal of the Society for Radiological Protection·2026

相关实验视频

Updated: Jan 13, 2026

Visualization of Low-Level Gamma Radiation Sources Using a Low-Cost, High-Sensitivity, Omnidirectional Compton Camera
06:28

Visualization of Low-Level Gamma Radiation Sources Using a Low-Cost, High-Sensitivity, Omnidirectional Compton Camera

Published on: January 30, 2020

13.2K

福岛地区的环境剂量速率变化可视化使用可解释的AI技术.

Ryu Yoshida1, Hiroshi Kurikami2, Fumiya Nagao2

  • 1University of Aizu, Graduate Department of Computer and Information Systems, Tsuruga, Ikki-machi, Aizu-Wakamatsu City, Fukushima, 965-8580, Japan.

Journal of environmental radioactivity
|January 10, 2026
PubMed
概括

自2011年以来,福岛附近的环境剂量率已经下降,但减少在空间上有所不同. 森林由于持续的污染和地形而呈现较慢的衰退,与城市地区不同. 可解释性AI (XAI) 有助于理解这些环境辐射趋势.

关键词:
减少环境剂量速率的减少整个地区的净化污染.可解释的人工智能地理空间的解释.土地使用情况 土地使用情况光梯度增强机器可以提高光梯度.不被干扰的森林.

更多相关视频

Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation
10:33

Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation

Published on: September 4, 2017

16.5K
Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management
10:23

Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management

Published on: June 23, 2023

3.5K

相关实验视频

Last Updated: Jan 13, 2026

Visualization of Low-Level Gamma Radiation Sources Using a Low-Cost, High-Sensitivity, Omnidirectional Compton Camera
06:28

Visualization of Low-Level Gamma Radiation Sources Using a Low-Cost, High-Sensitivity, Omnidirectional Compton Camera

Published on: January 30, 2020

13.2K
Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation
10:33

Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification ADCI and Dose Estimation

Published on: September 4, 2017

16.5K
Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management
10:23

Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management

Published on: June 23, 2023

3.5K

科学领域:

  • 环境科学 环境科学
  • 辐射监测 辐射监测
  • 人工智能的人工智能

背景情况:

  • 2011年福岛第一核电站事故导致了广泛的放射性物质沉积.
  • 环境剂量率由于腐烂和去污染而下降,但空间变化仍然存在,特别是在森林中.

研究的目的:

  • 使用可解释AI (XAI) 调查长期环境剂量速率变化.
  • 分析12年来剂量减速的时间和空间模式.
  • 确定影响剂量减速的因素,特别是在森林地区.

主要方法:

  • 综合剂量速率映射使用各种调查数据 (固定点,步行,车载,空中).
  • 为剂量减速比率开发一个预测模型 (轻梯度增强机).
  • 应用夏普利添加式解释 (SHAP) 模型可解释性和可变贡献分析.

主要成果:

  • 土地利用显著影响剂量下降率;城市和农业地区的下降速度比森林更快.
  • 地形特征 (海拔,坡度) 影响森林的趋势,山谷和低谷呈现停滞.
  • XAI有效量化了可变贡献,揭示了除污染有效性的空间变化背后的因素.

结论:

  • 与城市和农业地区相比,森林的环境剂量下降速度较慢,这是由于持续的污染和地形影响.
  • 可解释的人工智能是分析环境辐射数据和验证净化效应的宝贵工具.
  • 拟议的地理空间方法支持为事故后的区域恢复和森林管理制定明智的政策.