使用 Julia NetCDF.jl 包将值附加到 netCDF4 变量

Question

当我将我的代码从 Python 转移到 Julia 时，我需要使用 Julia 中的 NetCDF.jl 包将数据存储到 netCDF4 文件中。我需要将二维数组附加到 netCDF 变量中，就像我在以下 Python 代码中所做的一样：

from netCDF4 import Dataset
import numpy as np

root_grp = Dataset('py_netcdf4.nc', 'w', format='NETCDF4')
root_grp.description = 'Example simulation data'

ndim = 128 # Size of the matrix ndim*ndim
xdimension = 0.75
ydimension = 0.75
# dimensions
root_grp.createDimension('time', None)
root_grp.createDimension('x', ndim)
root_grp.createDimension('y', ndim)

# variables
time = root_grp.createVariable('time', 'f8', ('time',))
x = root_grp.createVariable('x', 'f4', ('x',))
y = root_grp.createVariable('y', 'f4', ('y',))
field = root_grp.createVariable('field', 'f8', ('time', 'x', 'y',))

# data
x_range =  np.linspace(0, xdimension, ndim)
y_range =  np.linspace(0, ydimension, ndim)
x[:] = x_range
y[:] = y_range
for i in range(5):
    time[i] = i*50.0
    field[i,:,:] = np.random.uniform(size=(len(x_range), len(y_range)))


root_grp.close()

我正在尝试弄清楚如何去做，据我从文档中了解到，我应该探索的方法是 -

NetCDF.putvar( nc, varname, vals, start=[1,1,...], count=[size(vals)...])

如果有人有任何暗示，他是最受欢迎的..

Answer 1

我是 NetCDF 的新手，但我希望以下内容对您有所帮助：

using NetCDF
ndim = 128;
xdimension = 0.75;
ydimension = 0.75;
x_range =  linspace(0, xdimension, ndim);
y_range =  linspace(0, ydimension, ndim);
filename  = "py_netcdf4.nc";
varname = "field";
range= collect(1:5);
nccreate(filename , varname, "tic", range, "x", collect(x_range), "y", collect(y_range))
nccreate(filename , "time", "tic", range)
field = zeros(length(range),length(x_range),length(y_range));
for i = range
   field[i,:,:] = rand(length(x_range),length(y_range)); 
end
time=50.0*collect(range);
ncwrite (field, filename, varname);
ncwrite (time, filename, "time");

使用 Julia NetCDF.jl 包将值附加到 netCDF4 变量

Appending values to netCDF4 variable with Julia NetCDF.jl package

python

julia

netcdf