Data

Tools

Indexes

Applications

Experiments

Open Source Science

global-burned-area-increasingly-explained-by-climate-change

ISIMIP3a Burned Area Detection and Attribution

https://github.com/vub-hydr/global-burned-area-increasingly-explained-by-climate-change

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 14 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.4%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

ISIMIP3a Burned Area Detection and Attribution

Basic Info
  • Host: GitHub
  • Owner: VUB-HYDR
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 124 MB
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 2
Created almost 4 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Citation

README.md

Global Burned Area Increasingly Explained By Climate Change

DOI

Python code accompanying ISIMIP3a burned area attribution. (updated August 2024)

Chantelle Burton & Seppe Lampe

Full author list: Chantelle Burton1 and Seppe Lampe1 2, Douglas I. Kelley, Wim Thiery, Stijn Hantson, Nikos Christidis, Lukas Gudmundsson, Matthew Forrest, Eleanor Burke, Jinfeng Chang, Huilin Huang, Akihiko Ito, Sian Kou-Giesbrecht, Gitta Lasslop, Wei Li, Lars Nieradzik, Fang Li, Yang Chen, Jim Randerson, Christopher P.O. Reyer & Matthias Mengel

1 Equal contribution

2 Corresponding author: seppe.lampe@vub.be

Article under review. Preprint available.

Code availability

This repository contains 5 notebooks that contain the entire workflow of our analysis.

We make use of two observational burned area datasets, FireCCI5.1 and GFED5. We also use simulations by seven models of the ISIMIP framework.

How to run this code

  1. Navigate to a desired directory and clone this repository (in terminal) git clone https://github.com/SeppeLampe/Global-Burned-Area-Increasingly-Explained-By-Climate-Change.git
  2. Download the data in the corresponding folders

Download the FireCCI5.1 filestructure to Data\Observations\FireCCI5.1\Original.
Download the GFED5 filestructure to Data\Observations\GFED5\Original.
Download the ISIMIP3a Fire Sector OutputData to Data\ISIMIP\OutputData\fire.

  1. Create a new conda environment conda env create --file=environment.yml
  2. Launch Jupyter Lab jupyter lab

Owner

  • Name: HYDR
  • Login: VUB-HYDR
  • Kind: organization
  • Location: Brussels, Belgium

Department of Hydrology and Hydraulic Engineering at VUB

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Lampe
    given-names: Seppe
    orcid: https://orcid.org/0000-0002-7907-4496
  - family-names: Burton
    given-names: Chantelle
    orcid: https://orcid.org/0000-0003-0201-5727
  - family-names: Kelley
    given-names: Douglas
    orcid: https://orcid.org/0000-0003-1413-4969
  - family-names: Thiery
    given-names: Wim
    orcid: https://orcid.org/0000-0002-5183-6145
  - family-names: Hantson
    given-names: Stijn
    orcid: https://orcid.org/0000-0003-4607-9204
  - family-names: Christidis
    given-names: Nikos
    orcid: https://orcid.org/0000-0002-5661-711X
  - family-names: Gudmundsson
    given-names: Lukas
    orcid: https://orcid.org/0000-0003-3539-8621
  - family-names: Forrest
    given-names: Matthew
    orcid: https://orcid.org/0000-0003-1858-3489
  - family-names: Burke
    given-names: Eleanor
    orcid: https://orcid.org/0000-0002-2158-141X
  - family-names: Chang
    given-names: Jinfeng
    orcid: https://orcid.org/0000-0003-4463-7778
  - family-names: Huang
    given-names: Huilin
    orcid: https://orcid.org/0000-0002-7328-6738
  - family-names: Ito
    given-names: Akihiko
    orcid: https://orcid.org/0000-0001-5265-0791
  - family-names: Kou-Giesbrecht
    given-names: Sian
    orcid: https://orcid.org/0000-0002-4086-0561
  - family-names: Lasslop
    given-names: Gitta
    orcid: https://orcid.org/0000-0001-9939-1459
  - family-names: Li
    given-names: Wei
    orcid: https://orcid.org/0000-0003-2543-2558
  - family-names: Nieradzik
    given-names: Lars
    orcid: https://orcid.org/0000-0002-9562-5235
  - family-names: Li
    given-names: Fang
    orcid: https://orcid.org/0000-0002-3686-2257
  - family-names: Chen
    given-names: Yang
    orcid: https://orcid.org/0000-0002-0993-7081
  - family-names: Randerson
    given-names: Jim
    orcid: https://orcid.org/0000-0001-6559-7387
  - family-names: Reyer
    given-names: Christopher
    orcid: https://orcid.org/0000-0003-1067-1492
  - family-names: Mengel
    given-names: Matthias
    orcid: https://orcid.org/0000-0001-6724-9685
title: "Global burned area increasingly explained by climate change"
doi: 10.5281/zenodo.8143762
version: v1.0
date-released: 2023-07-13
url: "https://github.com/SeppeLampe/Global-Burned-Area-Increasingly-Explained-By-Climate-Change"

GitHub Events

Total
  • Watch event: 1
  • Fork event: 1
Last Year
  • Watch event: 1
  • Fork event: 1

Dependencies

environment.yml pypi