MATLAB在井水位潮汐调和分析中的应用OA
Application of MATLAB in Tidal Harmonic Analysis of Well Water Level
系统梳理井水位潮汐调和分析3种主流方法——基于快速傅里叶变换的频谱分析法、时域最小二乘法和基于贝叶斯统计的Baytap-G方法,分别阐述其数学模型与计算流程.针对现有专业工具操作复杂、门槛较高的问题,提供统一且易用的MATLAB实现代码,并以云南南华县局井井水位观测数据为例,对比分析各方法的计算结果.结果表明,3种方法在主要分波(M2)上的计算结果基本一致,但各有适用场景:频谱分析法适用于快速筛查,时域最小二乘法在计算效率与参数估计稳定性方面具有较好的综合表现,而贝叶斯方法在噪声复杂时更具优势.
This study systematically reviews three mainstream methods for tidal harmonic analysis of well water levels:the spectrum analysis method based on fast Fourier transform(FFT),the time domain least squares method,and the Bayesian statistical method(Baytap-G).The mathematical models and computational proce-dures of each method are elaborated.To address the issues of operational complexity and high entry barriers associated with existing specialized tools,unified and user-friendly MATLAB implementations are provided.Using the well water level observation data from Nanhua county bureau well in Yunnan province as an example,the calculation results of the three methods are compared and analyzed.The results indicate that the three methods yield generally consistent outcomes for the principal tidal constituent(M2),yet each has its own applicable scenarios:the spectrum analysis method is suitable for rapid screening,the time-domain least squares method offers a good balance between computational efficiency and parameter estimation stability,and the Bayesian method demonstrates advantages under complex noise conditions.
何案华;王言章
深部探测与成像全国重点实验室(吉林大学),长春,130026||吉林大学仪器科学与电气工程学院,长春,130026||应急管理部国家自然灾害防治研究院,北京,100085深部探测与成像全国重点实验室(吉林大学),长春,130026||吉林大学仪器科学与电气工程学院,长春,130026
天文与地球科学
井水位潮汐调和分析频谱分析最小二乘法贝叶斯方法
well water leveltidal harmonic analysisspectral analysisleast squares methodBayesian method
《大地测量与地球动力学》 2026 (10)
1205-1211,7
国家自然科学基金(41772256).
评论