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a/Weather_Visual/WindRose.py b/Weather_Visual/WindRoser.py similarity index 73% rename from Weather_Visual/WindRose.py rename to Weather_Visual/WindRoser.py index b373dbb..edf2ec7 100644 --- a/Weather_Visual/WindRose.py +++ b/Weather_Visual/WindRoser.py @@ -1,23 +1,20 @@ +# -*- coding: gbk -*- import numpy as np import matplotlib.pyplot as plt import pandas as pd from matplotlib.projections.polar import PolarAxes from matplotlib.transforms import Affine2D, IdentityTransform -# 假设你的风向数据如下 wind_data = [(0, 10), (45, 15), (90, 20), (135, 25), (180, 30), (225, 25), (270, 20), (315, 15)] -# 创建DataFrame并计算总频率 df = pd.DataFrame(wind_data, columns=['direction', 'frequency']) total_frequency = df['frequency'].sum() -# 转换角度为弧度 + directions_rad = df['direction'].values * np.pi / 180 -# 计算每个扇区的弧度长度 sector_angles = df['frequency'] / total_frequency * 2 * np.pi -# 定义自定义变换,用于添加网格线 def wind_direction_transform(ax): theta = np.deg2rad(np.arange(0, 360, 45)) r = np.ones_like(theta) @@ -25,36 +22,34 @@ def wind_direction_transform(ax): return Affine2D().rotate_deg(90).translate(-xx.ravel(), yy.ravel()) -# 绘制玫瑰图 fig, ax = plt.subplots(subplot_kw={'projection': 'polar'}, figsize=(8, 8)) -# 自定义颜色 + colors = ['skyblue', 'deepskyblue', 'dodgerblue', 'blue', 'mediumblue', 'darkblue', 'midnightblue', 'slateblue'] -# 绘制每个风向区段 +# ÿ for i, ((direction, freq), color) in enumerate(zip(wind_data, colors)): angle = direction * np.pi / 180 ax.bar([angle], [freq], width=2 * np.pi / 360, bottom=0, color=color, edgecolor='white', alpha=0.8) -# 手动绘制网格线 -theta_ticks = np.deg2rad(np.arange(0, 360, 45)) # 45度间隔的网格线 + +theta_ticks = np.deg2rad(np.arange(0, 360, 45)) # 45ȼ for angle in theta_ticks: ax.plot([angle, angle], [0, 1], transform=ax.get_yaxis_transform(), color='gray', ls='--', lw=0.5, zorder=1) -# 添加指南针标签 labels = ['N', 'NE', 'E', 'SE', 'S', 'SW', 'W', 'NW'] angles = np.arange(0, 2*np.pi, 2*np.pi/8) ax.set_thetagrids(angles * 180/np.pi, labels, fontproperties={'weight': 'bold'}) -# 隐藏中心轴 -ax.axis('off') # 替换掉原来的ax.set_raxis_visible(False) -# 自定义中心点 +ax.axis('off') + + ax.set_theta_zero_location('N') ax.set_theta_direction(-1) -# 添加标题 -ax.set_title('Wind Rose Diagram', fontweight='bold') +ax.set_title('Wind Rose', fontweight='bold') +plt.savefig("õͼ.png") plt.show() diff --git a/Weather_Visual/zhuzhou天气.csv b/Weather_Visual/zhuzhou天气.csv deleted file mode 100644 index 2aa6c5e..0000000 --- a/Weather_Visual/zhuzhou天气.csv +++ /dev/null @@ -1,362 +0,0 @@ -,,,,/ -2023-01-01,10,6,, 2 -2023-01-02,8,6,, 1 -2023-01-03,12,4,,Ϸ 1 -2023-01-04,13,6,, 2 -2023-01-05,15,7,, 2 -2023-01-06,16,5,, 1 -2023-01-07,20,6,, 1 -2023-01-08,22,9,,Ϸ 1 -2023-01-09,19,9,, 1 -2023-01-10,16,6,, 1 -2023-01-11,18,12,,Ϸ 2 -2023-01-12,17,14,,Ϸ 1 -2023-01-13,26,8,, 3 -2023-01-14,9,0,, 3 -2023-01-15,0,-1,Сѩ, 2 -2023-01-16,3,1,, 2 -2023-01-17,6,0,, 1 -2023-01-18,10,4,, 1 -2023-01-19,12,4,, 2 -2023-01-20,9,6,, 1 -2023-01-21,10,7,, 3 -2023-01-22,7,5,С, 2 -2023-01-23,6,2,С, 3 -2023-01-24,9,-1,, 1 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-2023-06-05,33,20,С~, 2 -2023-06-06,28,22,~,Ϸ 1 -2023-06-07,33,24,~, 2 -2023-06-08,30,24,~С,Ϸ 1 -2023-06-09,32,24,,Ϸ 2 -2023-06-10,32,24,,Ϸ 1 -2023-06-11,35,26,~, 3 -2023-06-12,34,24,~, 2 -2023-06-13,26,22,~,Ϸ 2 -2023-06-14,29,23,~,Ϸ 1 -2023-06-15,30,23,~, 1 -2023-06-16,32,24,~С, 2 -2023-06-17,32,26,~,Ϸ 2 -2023-06-18,34,26,~С,Ϸ 2 -2023-06-19,34,24,С~, 2 -2023-06-20,28,24,С~,Ϸ 1 -2023-06-21,30,24,С~,Ϸ 1 -2023-06-22,22,21,~, 1 -2023-06-23,26,21,~С, 2 -2023-06-24,25,22,С, 1 -2023-06-25,26,22,С,Ϸ 2 -2023-06-26,29,26,С~,Ϸ 1 -2023-06-27,32,23,,Ϸ 2 -2023-06-28,33,25,,Ϸ 1 -2023-06-29,33,26,,Ϸ 2 -2023-06-30,33,27,, 1 -2023-07-01,35,26,~, 2 -2023-07-02,37,28,,Ϸ 2 -2023-07-03,36,28,,Ϸ 3 -2023-07-04,34,28,~С, 2 -2023-07-05,35,28,~,Ϸ 2 -2023-07-06,36,30,,Ϸ 2 -2023-07-07,36,28,,Ϸ 2 -2023-07-08,36,30,~,Ϸ 2 -2023-07-09,36,29,,Ϸ 2 -2023-07-10,36,29,~,Ϸ 2 -2023-07-11,36,30,~,Ϸ 2 -2023-07-12,37,28,~,Ϸ 2 -2023-07-13,37,29,, 1 -2023-07-14,35,27,~С, 2 -2023-07-15,33,27,, 1 -2023-07-16,34,26,~, 2 -2023-07-17,31,26,С, 2 -2023-07-18,33,26,~С, 2 -2023-07-19,33,26,~, 1 -2023-07-20,35,26,~,Ϸ 2 -2023-07-21,36,28,,Ϸ 2 -2023-07-22,35,27,С~, 0 -2023-07-23,32,26,С~,Ϸ 2 -2023-07-24,35,27,,Ϸ 2 -2023-07-25,35,26,~, 1 -2023-07-26,35,27,, 2 -2023-07-27,36,25,~, 2 -2023-07-28,35,26,С, 2 -2023-08-01,32,27,~,Ϸ 1 -2023-08-02,33,28,~, 1 -2023-08-03,36,27,~, 1 -2023-08-04,36,29,~,Ϸ 1 -2023-08-05,38,29,~,Ϸ 2 -2023-08-06,37,27,~,Ϸ 2 -2023-08-07,37,29,~С, 1 -2023-08-08,37,27,~С, 1 -2023-08-09,34,26,~, 1 -2023-08-10,34,27,~, 2 -2023-08-11,36,27,~,Ϸ 1 -2023-08-12,36,28,~,Ϸ 1 -2023-08-13,32,25,~, 1 -2023-08-14,33,26,~С, 2 -2023-08-15,33,26,С~, 1 -2023-08-16,35,27,~,Ϸ 1 -2023-08-17,36,27,~, 1 -2023-08-18,36,27,~, 1 -2023-08-19,36,28,~, 1 -2023-08-20,36,26,~,Ϸ 1 -2023-08-21,30,25,~,Ϸ 2 -2023-08-22,34,26,~, 1 -2023-08-23,35,26,~,Ϸ 1 -2023-08-24,35,26,~, 1 -2023-08-25,35,26,~, 2 -2023-08-27,31,20,С굽,Ϸ 3 -2023-08-28,21,19,С굽, 3 -2023-08-29,24,21,, 1 -2023-08-30,28,22,ת, 2 -2023-08-31,29,21,ת, 2 -2023-09-01,33,22,~, 2 -2023-09-02,29,23,~С, 3 -2023-09-03,24,23,С~, 3 -2023-09-04,30,22,~, 2 -2023-09-05,33,24,~С, 2 -2023-09-06,30,24,С~, 2 -2023-09-07,33,26,~, 2 -2023-09-08,35,25,~, 2 -2023-09-09,35,26,~, 1 -2023-09-10,36,25,~,Ϸ 1 -2023-09-11,34,25,,Ϸ 2 -2023-09-12,30,23,~С, 3 -2023-09-13,24,22,~С, 3 -2023-09-14,25,22,С, 2 -2023-09-15,27,22,~, 1 -2023-09-16,32,24,~,Ϸ 1 -2023-09-17,35,26,~,Ϸ 2 -2023-09-18,35,27,~,Ϸ 2 -2023-09-19,35,26,,Ϸ 3 -2023-09-20,29,22,~, 3 -2023-09-21,21,20,, 3 -2023-09-22,22,19,, 2 -2023-09-23,26,22,~, 2 -2023-09-24,25,21,~, 2 -2023-09-25,26,22,~, 2 -2023-09-26,29,22,~, 2 -2023-09-27,28,23,~, 2 -2023-09-28,29,24,~, 2 -2023-09-29,32,24,~С, 2 -2023-09-30,26,23,~, 3 -2023-10-01,24,21,~, 2 -2023-10-02,28,21,, 1 -2023-10-03,21,18,~, 3 -2023-10-04,22,18,~С, 2 -2023-10-05,23,19,~, 3 -2023-10-06,24,16,, 3 -2023-10-07,17,16,~, 3 -2023-10-08,21,18,~С, 2 -2023-10-09,20,17,С, 1 -2023-10-10,22,18,~С, 1 -2023-10-11,25,19,~, 2 -2023-10-12,24,17,, 2 -2023-10-13,22,16,, 2 -2023-10-14,25,15,~, 1 -2023-10-15,28,16,, 1 -2023-10-16,29,14,, 2 -2023-10-17,29,16,~, 2 -2023-10-18,32,22,~,Ϸ 2 -2023-10-19,24,16,, 2 -2023-10-20,20,13,~, 2 -2023-10-21,23,13,~, 1 -2023-10-22,25,14,, 1 -2023-10-23,27,15,,Ϸ 2 -2023-10-24,30,16,~,Ϸ 1 -2023-10-25,27,19,~, 2 -2023-10-26,21,20,С, 2 -2023-10-27,21,18,С, 2 -2023-10-28,19,16,~, 1 -2023-10-29,26,15,~, 1 -2023-10-30,27,16,~, 1 -2023-10-31,28,15,~,Ϸ 1 -2023-11-01,28,16,~,Ϸ 2 -2023-11-02,29,18,~,Ϸ 2 -2023-11-03,28,16,,Ϸ 1 -2023-11-04,20,18,~, 2 -2023-11-05,30,13,~С, 1 -2023-11-06,23,11,~, 2 -2023-11-07,24,15,~,Ϸ 2 -2023-11-08,19,15,С~,Ϸ 2 -2023-11-09,18,14,~С, 1 -2023-11-10,16,12,С, 3 -2023-11-11,10,7,~С, 3 -2023-11-12,8,7,~С, 3 -2023-11-13,9,6,С~, 2 -2023-11-14,16,9,, 1 -2023-11-15,16,10,С, 1 -2023-11-16,16,4,~, 3 -2023-11-17,19,7,~, 1 -2023-11-18,20,12,~, 1 -2023-11-19,23,9,~,Ϸ 2 -2023-11-20,24,10,~,Ϸ 1 -2023-11-21,24,10,,Ϸ 2 -2023-11-22,26,14,~,Ϸ 1 -2023-11-23,24,11,~, 2 -2023-11-24,19,9,, 3 -2023-11-25,16,9,, 1 -2023-11-26,13,8,~, 2 -2023-11-27,20,8,, 1 -2023-11-28,22,9,~,Ϸ 2 -2023-11-29,23,10,~, 2 -2023-11-30,11,6,, 3 -2023-12-01,13,7,~, 2 -2023-12-02,12,8,~С, 1 -2023-12-03,11,9,~С, 1 -2023-12-04,16,7,~,Ϸ 1 -2023-12-05,17,9,~,Ϸ 1 -2023-12-06,21,5,~, 2 -2023-12-07,22,11,~,Ϸ 2 -2023-12-08,21,14,~С,Ϸ 2 -2023-12-09,19,15,~С,Ϸ 2 -2023-12-10,21,9,~С, 2 -2023-12-11,8,4,С, 3 -2023-12-12,8,6,~, 2 -2023-12-13,16,13,,Ϸ 2 -2023-12-14,19,5,~С,Ϸ 1 -2023-12-15,5,2,С, 4 -2023-12-16,4,2,, 3 -2023-12-17,4,2,~ѩ, 2 -2023-12-18,3,0,С, 2 -2023-12-19,3,0,~, 2 -2023-12-20,5,0,~, 2 -2023-12-21,7,-2,~, 3 -2023-12-22,6,-1,, 2 -2023-12-23,8,0,, 1 -2023-12-24,12,0,, 2 -2023-12-25,15,1,~, 1 -2023-12-26,17,6,~,Ϸ 2 -2023-12-27,18,4,, 2 -2023-12-28,17,7,~, 1 -2023-12-29,17,5,~С, 2 -2023-12-30,16,8,~,Ϸ 1 -2023-12-31,19,6,~С, 2 diff --git a/Weather_Visual/风向玫瑰图.png b/Weather_Visual/风向玫瑰图.png new file mode 100644 index 0000000000000000000000000000000000000000..6a3db609305558b98a8ec9bfb668468d4379100e GIT binary patch literal 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