ecmwf-opendatais a package to simplify the download of ECMWFopen data. It implements a request-based interface to the dataset using ECMWF's MARS language to select meteorological fields, similar to the existingecmwf-api-clientPython package. A collection ofJupyter Notebooksthat make use of that p...
ecmwf-opendata是一个简化 ECMWF 开放数据下载的软件包。它使用 ECMWF 的MARS 语言实现数据集的基于请求的接口来选择气象字段,类似于现有的 ecmwf-api-client Python 包。详情可查看https://github.com/ecmwf/ecmwf-opendata pipinstallecmwf.opendata 获取ERA5的预报数据 获取最近预报时 fromecmwf.opendataimportClien...
(ECMWF)", author_email="software.support@ecmwf.int", license="Apache License Version 2.0", url="https://github.com/ecmwf/ecmwf-opendata", packages=setuptools.find_namespace_packages(include=["ecmwf.*"]), include_package_data=True, install_requires=["multiurl>=0.2.1"], zip_safe=True, ...
ECMWF Open Data (real-time) is provided with an open licence (CC-BY-4.0). Data accessed via the public ECMWF web site are free of charge. This page describes how the data are organised and how they can be downloaded. APythonpackage called ecmwf-opendata is available from PyPi that great...
Theecmwf-opendataPython package can be installed from PyPI with: $ pip install ecmwf-opendata Usage The example below will download the latest available 10-day forecast for themean sea level pressure(msl) into a local file calleddata.grib2: ...
一旦成功下载数据,后续的分析是非常关键的环节。利用 Python 可以方便地处理 NetCDF 或 GRIB 文件。下面是使用xarray库加载 NetCDF 文件的示例: importxarrayasxr data=xr.open_dataset('output.nc')print(data) 1. 2. 3. 4. 可以通过xarray对数据进行切片、聚合和可视化等操作。
While many programming languages can be used to access and visualise the data, ECMWF has prepared a set of Jupyter notebooks to help users familiar with Python and Jupyter discover the open dataset. They can also reproduce the plots from our open forecast charts using our open-source software ...
4 - Download ERA5 family data through the CDS API First: Install CDS API on your machine This is Python based. This may require some basic knowledge of Python. However, in most cases common-sense adaptions of example requests obtained from the web interface should be sufficient. ...
首先,需要安装一个能够读取GRIB2文件的Python库,比如pygrib。你可以使用pip来安装它: bash pip install pygrib 2. 解析GRIB2文件中的数据 使用pygrib库来读取并解析GRIB2文件中的数据。以下是一个简单的代码示例: python import pygrib # 打开GRIB2文件 grbs = pygrib.open('path_to_your_grib2_file.grib2') #...
ECMWF数据接口与CDS数据接口R包说明说明书 Package‘ecmwfr’January19,2023 Title Interface to'ECMWF'and'CDS'Data Web Services Version1.5.0 Description Programmatic interface to the European Centre for Medium-Range Weather Forecasts dataset web services(ECMWF;<https://www.ecmwf.int/>)and Copernicus's...