python-xarray重命名数据变量 [英] python-xarray rename data variable

问题描述

我已经创建了xarray.DataArray，并使用xarray.DataArray.to_netcdf保存了它.

I've created a xarray.DataArray and I save it using xarray.DataArray.to_netcdf.

我使用以下方法创建它:

I create it using:

datatmp = np.full([nens, len(modanom.coords['time'].values), len(modanom.coords['latitude'].values), len(modanom.coords['longitude'].values)], np.nan)
b = xr.DataArray(datatmp, coords=[range(1,nens + 1), modanom.coords['time'], modanom.coords['latitude'], modanom.coords['longitude']], dims=['ensemble', 'time', 'latitude', 'longitude'])

即我没有指定名称，例如:

i.e. I don't specify a name such as:

b = xr.DataArray({'windspeed': (('ensemble', 'time', 'latitude', 'longitude'), datatmp)}, coords=[range(1,nens + 1), modanom.coords['time'], modanom.coords['latitude'], modanom.coords['longitude']], dims=['ensemble', 'time', 'latitude', 'longitude'])

我对该文件进行了一些处理，并获得了均方根误差，所得的xarray.Dataset是

I do some manipulation of this file and obtain root mean square error and the resultant xarray.Dataset is

<xarray.DataArray (latitude: 81, longitude: 131, time: 1)>
array([[[      nan],
    [      nan],
    ..., 
    [      nan],
    [      nan]],

   [[      nan],
    [      nan],
    ..., 
    [      nan],
    [      nan]],

   ..., 
   [[      nan],
    [ 0.843295],
    ..., 
    [ 0.794338],
    [      nan]],

   [[      nan],
    [      nan],
    ..., 
    [      nan],
    [      nan]]])
Coordinates:
* latitude   (latitude) float64 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 ...
* longitude  (longitude) float64 260.0 261.0 262.0 263.0 264.0 265.0 266.0 ..
* time       (time) datetime64[ns] 1983-01-15T12:00:00

在读取netCDF文件时，我有一个xarray.Dataset

When reading in the netCDF file I have a xarray.Dataset

如下所示:

<xarray.Dataset>
Dimensions:                        (latitude: 81, longitude: 131, time: 1)
Coordinates:
* latitude                       (latitude) float64 0.0 1.0 2.0 3.0 4.0 ...
* longitude                      (longitude) float64 260.0 261.0 262.0 ...
* time                           (time) datetime64[ns] 1983-01-15T12:00:00
Data variables:
__xarray_dataarray_variable__  (latitude, longitude, time) float64 nan ...
Attributes:
_NCProperties:  version=1|netcdflibversion=4.4.1|hdf5libversion=1.8.18

我可以重命名__xarray_dataarray_variable__吗?

我问的原因是因为我有创建xarray.Dataset的函数，因此我没有指定数据变量名称.但是，我想在绘图之前重命名它.

The reason I ask is because as I have functions which create xarray.Dataset's and therefore I don't specify a data variable name. However, I would like to rename it before plotting.

推荐答案

DataArray.rename

这就是我想要的

这篇关于python-xarray重命名数据变量的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！