一个模块化原型端到端模拟器的演示,用于水上遥感应用
Mark W Matthews1, Arnold Dekker2,3, Ian Price4
1CyanoLakes (Pty) Ltd., Sydney, NSW 2126, Australia.
Sensors (Basel, Switzerland)
|September 28, 2023
概括
一个新的模拟器工具模拟了水生环境的卫星多谱图像. 该工具有助于优化卫星传感器设计,以提高遥感数据质量和成本效益.
科学领域:
- 地球观测 地球观测
- 遥感 遥感 遥感 遥感
- 水生生态系统 水生生态系统
背景情况:
- 卫星多谱图像对于监测水生环境至关重要.
- 传感器的设计选择会影响衍生数据产品的质量.
- 验证远程传感算法与真实世界的数据存在挑战.
研究的目的:
- 介绍一个端到端模拟器的原型,用于水生环境中的二维卫星多光谱图像.
- 评估传感器配置对珊瑚礁和藻类繁殖增值产品的影响.
- 通过将规格与最终用户要求联系起来,指导卫星传感器设计.
主要方法:
- 一个原型端到端模拟器软件工具的开发.
- 对各种仪器模型进行二维卫星多谱图像的模拟.
- 案例研究侧重于珊瑚礁和蓝藻细菌的开花.
- 分析传感器配置对数据产品性能的影响.
主要成果:
- 展示了受成本影响的传感器设计决策如何影响遥感产品质量.
- 确定了检索算法需要对非模拟数据进行进一步参数化的场景.
- 验证了模拟器在评估仪器性能和用户需求方面的实用性.
结论:
- 模拟器有助于验证仪器设计在发射前满足性能要求.
- 它有助于理解在卫星开发早期阶段的设计权衡.
- 该工具支持未来地球观测系统的知情决策.
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