https://github.com/khider/paleohd

High Resolution Paleoclimate Reconstructions
https://github.com/khider/paleohd

Last synced: 4 months ago
JSON representation

High Resolution Paleoclimate Reconstructions

• Host: GitHub
• URL: https://github.com/khider/paleohd
• Owner: khider
• License: apache-2.0
• Created: 2025-07-22T21:06:43.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-10-24T20:38:47.000Z (8 months ago)
• Last Synced: 2026-01-26T20:23:01.934Z (5 months ago)
• Language: Jupyter Notebook
• Size: 9.88 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff

Awesome Lists containing this project

README

          
[![DOI](https://zenodo.org/badge/1024530046.svg)](https://doi.org/10.5281/zenodo.16338034)

# PaleoHD:High Resolution Paleoclimate Reconstructions

## Overview

PaleoHD is a collection of Jupyter Notebooks and workflows designed to generate climate field reconstructions and downscale them to obtain high-resolution map of key environmental variables that can be used in agriculture modeling. 

The downscaling is achieved using deep learning methods, particularly, diffusion models.

## Feature

* Reproducible Jupyter notebooks for each stage of the workflow

* Tools for visualizing and evaluation climate field reconstructions and downscaled outputs.

* Integration with deep learning models

* Outputs tailored for agriculture modeling

## Getting started

To clone and explore the notebooks:

```

git clone https://github.com/khider/paleoHD.git

cd PaleoHD

```

## Repository Organization

paleoHD/

│

├── notebooks/                              # Jupyter notebooks organized by stage

│   ├── DataAssimilation                    # Workflows for data assimilation using the cfr workshop

│       ├── 01_ProxyAssembly.ipynb

│       └── 02_Data_assimilation.ipynb

│       └── 03_a_data_validation_.ipynb

│       └── 03_b_data_comparison_.ipynb

│   ├── DataComparison                      #Comparison among paleo products and to instrumental records

└── README.md                               # Information pertinent to the project

└── LICENSE                                 # License information

└── citation.cff                            # citation information

└── environment.yml                         # computational environment