我需要根据文本文件中的数据绘制等高线图(类似于this example)。我正在建立一个坐标网格。 Z
值仅在主对角线上已知。建议外推的剩余点中的值。如何从生成的网格中推断出来?
链接到文件:https://drive.google.com/open?id=1l4cEVo6SYunwnMNrIIjBPcIe3YxaGsKz
以下是一小段代码,可帮助将此文件加载到Pandas DataFrame中:
import pandas as pd
df = pd.read_fwf(r'D:\download\image2015010100.col2', skiprows=[1], na_values=[99999.9])
d = {
'YYYY': 'year',
'MM':'month',
'DD':'day',
'HH':'hour',
'MM.1':'minute',
'SS':'second',
}
df = df.rename(columns=d)
df.index = pd.to_datetime(df.iloc[:, :6])
df = df.iloc[:, 6:]
这就是DF的样子:
In [171]: df
Out[171]:
NAL X NAL Y NAL Z LYR X LYR Y LYR Z HOR X HOR Y ... TAR Y TAR Z SUW X SUW Y SUW Z BRZ X BRZ Y BRZ Z
2015-01-01 00:00:00 7154.0 781.9 54297.5 7388.6 1046.0 54320.9 7821.3 1002.6 ... 2479.3 49164.9 -125.4 -114.8 -61.0 18.9 62.6 45.0
2015-01-01 00:00:10 7155.7 782.4 54298.5 7388.3 1046.0 54321.1 7821.3 1002.6 ... 2479.2 49164.9 -125.3 -114.8 -61.0 19.0 62.4 45.0
2015-01-01 00:00:20 7154.3 783.4 54296.8 7388.6 1045.8 54321.1 7821.3 1002.4 ... 2479.1 49165.0 -125.3 -114.9 -61.0 19.0 62.4 45.0
2015-01-01 00:00:30 7153.8 781.9 54296.6 7388.4 1045.5 54321.1 7821.1 1002.2 ... 2479.1 49165.0 -125.3 -115.0 -61.1 19.1 62.3 45.0
2015-01-01 00:00:40 7153.5 782.0 54299.5 7388.4 1045.0 54320.9 7821.1 1001.9 ... 2478.9 49165.0 -125.3 -115.1 -61.1 19.1 62.2 45.0
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
2015-01-01 23:59:10 7133.9 768.5 54474.8 7326.1 1082.7 54537.2 7746.0 1058.9 ... 2513.5 49151.7 -127.4 -86.8 -65.4 16.8 94.5 36.3
2015-01-01 23:59:20 7134.1 767.0 54471.9 7328.1 1076.6 54535.9 7743.4 1050.7 ... 2513.4 49151.7 -127.5 -86.8 -65.4 16.8 94.5 36.3
2015-01-01 23:59:30 7133.6 766.0 54468.4 7328.5 1071.4 54534.2 7740.6 1044.8 ... 2513.4 49151.6 -127.6 -86.8 -65.4 16.8 94.4 36.3
2015-01-01 23:59:40 7134.1 763.6 54465.3 7328.4 1067.0 54532.5 7738.0 1040.4 ... 2513.3 49151.7 -127.7 -86.8 -65.4 16.7 94.3 36.3
2015-01-01 23:59:50 7133.1 763.8 54464.5 7327.3 1063.4 54530.6 7735.7 1038.0 ... 2513.4 49151.8 -127.7 -86.8 -65.4 16.5 94.4 36.3
[8640 rows x 102 columns]