基于条件边界平衡生成对抗网络的河流表面流速估测

王万良,杨胜兰,赵燕伟,李卓蓉

Estimation of river surface flow velocity based on conditional boundary equilibrium generative adversarial network

Wan-liang WANG,Sheng-lan YANG,Yan-wei ZHAO,Zhuo-rong LI

表 1 不同流速量级下的流速估测结果

Tab.1 Flow rate estimation at different flow rates

Va/（m∙s−1） W 流速估测结果 A:V=0~0.5 m/s B:V=0.5~1.0 m/s C:V=1.0~1.5 m/s D:V=1.5~2.0 m/s E:V=2.0~2.5 m/s 0.3 3.672 1.477 −0.097 −6.042 −6.034 A 0.8 −3.348 8.604 −1.979 −5.569 −12.128 B 1.2 −3.839 3.303 15.051 0.236 −1.108 C 1.8 −14.221 −7.087 −5.498 3.204 0.674 D 2.3 −21.496 −15.273 6.009 10.042 13.874 E