Welcome to Easyclimate-backend’s documentation! 🚀

Easyclimate-backend is the powerhouse behind the Easyclimate front-end package, providing a suite of high-performance, low-level functions for climate data analysis. Implemented in languages like Fortran and C, these functions ensure that your climate data processing is both efficient and accurate.

What is Easyclimate-backend?

The easyclimate-backend is designed to handle the heavy lifting for Easyclimate, allowing the front-end package to offer a user-friendly interface for climate analysis. By leveraging the speed and efficiency of Fortran and C, The easyclimate-backend makes sure that even the most computationally intensive tasks are managed seamlessly.

Warning

🚨 This package is still undergoing rapid development. 🚨

All of the API (functions/classes/interfaces) is subject to change. There may be non-backward compatible changes as we experiment with new design ideas and implement new features. This is not a finished product, use with caution.

Key Features

• Aerobulk 🌊: For bulk aerodynamic calculations, essential for understanding air-sea interactions.

• FFTpack 📈: Fast Fourier Transform operations for frequency domain analysis of time series data.

• Heat_Stress 🌡️: Calculations related to heat stress indices, crucial for studying climate impacts on human health.

• PySpharm 🌍: Spherical harmonic functions for analyzing data on a sphere, perfect for global climate patterns.

• Redfit 📊: Tools for fitting red noise to time series data, useful in climate variability studies.

• Windspharm 💨: Functions for wind speed and direction calculations, vital for atmospheric dynamics.

• WRF-Python ⛈️: Utilities for working with output from the Weather Research and Forecasting (WRF) model.

Installation

Installing the easyclimate-backend is straightforward. Since it’s available on PyPI, you can install it using pip:

pip install easyclimate-backend

No need for Conda; it’s simple and direct.

Getting Started

To get started, check out our Getting Started guide. It will walk you through the basics of using Easyclimate-backend with Easyclimate.

Document Contents

Installation

• Installation

Building from source

• Building on Windows
• Building on Linux
• Building manylinux wheels in Docker

Modules

• Pyspharm
• FFTPACK

Reference documentation

• Changelog 😁
• Contributing 😸
• Open Source Licenses 🤗

Contribute

We’re always looking for contributions to improve Easyclimate-backend. Please see our Contributing guide for details on how you can help.

Changelog

Stay up-to-date with the latest changes and improvements by checking our Changelog.