AID-BC

AID-BC (AI Downscaling Bias Correction) is a Python-based framework for bias correction.

GitHub repository: https://github.com/kardaneh/AID-BC

Getting Started

• Overview
  • Main objectives
  • Workflow summary
  • Chunked processing
  • Current method
  • Planned extensions
  • Typical use case
• Installation
  • Prerequisites
  • Quick Install
  • Verification
  • Optional Dependencies
  • Development Installation
  • Getting Help
• Quickstart
  • Basic Workflow
  • Command-Line Help
  • Preprocess CMIP6 Data
  • Apply Quantile Mapping

User Guide

• Benchmark

Core Concepts

• Quantile Mapping
  • Purpose
  • General principle
  • Training and application periods
  • Inputs and outputs
  • Current implementation
  • Limitations

API Reference

• AID-BC API Reference
  • AID_BC package

Developer Guide

• Project Structure
• Testing Philosophy
  • Why Testing is Essential
  • Recommended Workflow
  • Test Coverage
• Pre-Push Workflow

Indices and tables

• Index

• Module Index

• Search Page