Water quality parameter inversion method and device, storage medium and electronic equipment
The invention discloses a water quality parameter inversion method and device, a storage medium and electronic equipment, water quality parameter data and remote sensing data are fused, water quality parameters can be accurately inverted based on the water quality parameter data and the remote sensi...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a water quality parameter inversion method and device, a storage medium and electronic equipment, water quality parameter data and remote sensing data are fused, water quality parameters can be accurately inverted based on the water quality parameter data and the remote sensing data, and the technical problem that the effect of point source monitoring data in water quality inversion is not considered in the prior art is solved. Meanwhile, the training sample data set which can easily enable the neural network model to obtain a better training result can be provided, and the technical problems that the training sample data generated in the prior art is not suitable for training the neural network model and the training sample data lacks diversity are solved.
本发明公开了一种水质参数反演方法、装置、存储介质及电子设备,融合了水质参数数据和遥感数据,能够基于水质参数数据和遥感数据进行水质参数的精准反演,解决了现有技术未考虑点源监测数据在水质反演中所起作用的技术问题;同时,能够提供容易使得神经网络模型取得较好的训练结果的训练样本数据集,解决了现有技术中生成的训练样本数据不适合用于训练神经网络模型,以及训练样本数据缺乏多样性的技术问题。 |
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