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paleohd

High Resolution Paleoclimate Reconstructions

https://github.com/khider/paleohd

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

High Resolution Paleoclimate Reconstructions

Basic Info
  • Host: GitHub
  • Owner: khider
  • License: apache-2.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 9.88 MB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created 7 months ago · Last pushed 7 months ago
Metadata Files
Readme License Citation

README.md

DOI

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 │ ├── 01ProxyAssembly.ipynb │ └── 02Dataassimilation.ipynb │ └── 03adatavalidation.ipynb │ └── 03bdatacomparison_.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

Owner

  • Name: Deborah Khider
  • Login: khider
  • Kind: user
  • Location: Los Angeles, CA
  • Company: University of Southern California

Paleoceanographer.

Citation (CITATION.cff) 

cff-version: 0.0.2
message: "If you use this software, please cite it as below."
authors:
  - family-names: "Khider"
    given-names: "Deborah"
    orcid: "https://orcid.org/0000-0001-7501-8430"
title: "PaleoHD: High Resolution Paleoclimate Reconstruction"
version: v2025.07.22
date-released: 2025-07-22
doi: 10.5281/zenodo.16338034
url: "https://github.com/khider/PaleoHD"

GitHub Events

Total
  • Create event: 7
  • Issues event: 2
  • Release event: 1
  • Push event: 8
  • Pull request event: 3
Last Year
  • Create event: 7
  • Issues event: 2
  • Release event: 1
  • Push event: 8
  • Pull request event: 3

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 8
  • Total Committers: 1
  • Avg Commits per committer: 8.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 8
  • Committers: 1
  • Avg Commits per committer: 8.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
khider 1****r 8

Issues and Pull Requests

Last synced: 7 months ago