Modern science is built on systematic experimentation and observation. Today's form of communicating scientific results with written articles is the foundation we build our work on. The reproducibility and replicability of the experiments and observations are central to this process of validation. However, reproducibility and replicability are not always guaranteed, sometimes referred to as “crisis of reproducibility.” We believe that remote sensing, in general, suffers from this crisis. To analyze the extent of the crisis, we conducted a survey on the state of reproducibility in remote sensing. Based on this survey, we map the problem of reproducibility with a focus on synthetic aperture radar remote sensing, as this is our area of research. We also give advice on how to improve reproducibility in remote sensing.

中文翻译：

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SAR 遥感的再现性和可复制性

现代科学建立在系统的实验和观察之上。今天通过书面文章交流科学成果的形式是我们开展工作的基础。实验和观察的再现性和可重复性是这一验证过程的核心。然而，再现性和可复制性并不总是得到保证，有时被称为“再现性危机”。我们认为，总体而言，遥感会受到这场危机的影响。为了分析危机的程度，我们对遥感的可重复性状态进行了调查。基于这项调查，我们绘制了可重复性问题，重点是合成孔径雷达遥感，因为这是我们的研究领域。我们还就如何提高遥感再现性提供建议。