超光谱成像及其应用:一篇综述
Anuja Bhargava1, Ashish Sachdeva2, Kulbhushan Sharma3
1GLA University, Mathura, India.
Heliyon
|July 18, 2024
概括
超光谱成像 (HSI) 为各种应用提供高分辨率的遥感. 本次审查涵盖了HSI的基本原理及其在食品安全,农业和环境监测方面的应用.
科学领域:
- 遥感 遥感 遥感 遥感
- 频谱学是一种光谱学.
- 数据科学数据科学数据科学
背景情况:
- 30多年来,高光谱成像 (HSI) 已成为军事,环境和民用部门的强大工具.
- 现代遥感提供了广泛的地球表面覆盖,具有高时间,光谱和空间分辨率.
- 通过详细的光谱信息,HSI可以识别和分析复合材料表面的材料.
研究的目的:
- 审查超光谱成像 (HSI) 的基本原理.
- 探索HSI的各种应用,包括食品安全,医学分析,农业,水资源,植物压力,作物歧视和洪水管理.
- 为未来的研究和HSI系统的进步提供基准.
主要方法:
- 对高光谱成像技术和应用的文献综述.
- 分析HSI在光谱,空间和时间分辨率方面的能力.
- 综合当前的研究趋势和未来的方向在HSI.
主要成果:
- 在复杂的环境中,HSI是有效的材料识别和分析.
- 在食品质量,医疗诊断和精准农业的HSI应用方面取得了重大进展.
- 惠州水资源系统有助于有效的水资源管理,植物应激检测和洪水监测.
结论:
- 超光谱成像是一种具有广泛适用性的多功能技术.
- 目前正在进行的研究正在开发基于HSI的有希望的自动化系统.
- 这一审查将作为未来HSI研发的基础.
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