Simulated Biomass Uncertainty Dataset
收藏arXiv2025-09-30 收录
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https://gitlab.lrz.de/ai4eo/WG_Uncertainty
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资源简介:
该数据集是一组基于树木测量值和全量方程模拟的生物量不确定性数据集,它提供了模型训练和测试所需的地面真实值。该数据集通过使用常见的直径和高度分布生成,并为了提高真实性,加入了测量噪声。其任务是进行生物量估算和不确定性量化。
This dataset is a biomass uncertainty dataset simulated based on tree measurements and comprehensive equations, providing the ground truth required for model training and testing. Generated using standard diameter and height distributions, this dataset incorporates measurement noise to enhance its realism. The targeted tasks of this dataset are biomass estimation and uncertainty quantification.
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