cff-version: 1.2.0
title: "Controlled Diet (CD) Dataset for Methane Plume Detection"
message: "If you use this dataset, please cite both the dataset and the accompanying research paper."
type: dataset
authors:
  - family-names: "Embaby"
    given-names: "Mohamed G."
    orcid: "https://orcid.org/0000-0002-9695-3433" 
  - family-names: "Sarker"
    given-names: "Toqi Tahamid"
    orcid: "https://orcid.org/0000-0003-2482-8059"  
  - family-names: "AbuGhazaleh"
    given-names: "Amer"
    orcid: "https://orcid.org/0000-0003-1589-2358"  
  - family-names: "Ahmed"
    given-names: "Khaled R."
    orcid: "https://orcid.org/0000-0002-3707-4316"  
repository-code: "https://github.com/toqitahamid/controlled-diet-methane-dataset" 
url: "https://huggingface.co/datasets/toqi/controlled-diet-methane" 
abstract: >-
  The Controlled Diet (CD) dataset is a large-scale collection of 4,885 methane (CH₄) 
  plume images captured using optical gas imaging (OGI) technology for semantic 
  segmentation tasks. This dataset was developed to investigate the detection and 
  quantification of enteric methane emissions from ruminants under different dietary 
  conditions using computer vision and deep learning techniques. The dataset contains 
  methane plumes categorized into three classes based on Gas Chromatography (GC) 
  measured concentration ranges corresponding to different dietary treatments: 
  Control (166-171 ppm), Low Forage (300-334 ppm), and High Forage (457-510 ppm).
keywords:
  - "optical gas imaging"
  - "methane detection"
  - "semantic segmentation"
  - "livestock emissions"
  - "computer vision"
  - "deep learning"
  - "agriculture"
  - "climate change"
  - "FLIR GF77"
license: "CC-BY-4.0"
version: "1.0.0"
date-released: "2025-01-19"
identifiers:
  - type: "doi"
    value: "10.1049/ipr2.13327"
    description: "Accompanying research paper DOI"
preferred-citation:
  type: article
  title: "Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro"
  authors:
    - family-names: "Embaby"
      given-names: "Mohamed G."
    - family-names: "Sarker"
      given-names: "Toqi Tahamid"
    - family-names: "AbuGhazaleh"
      given-names: "Amer"
    - family-names: "Ahmed"
      given-names: "Khaled R."
  journal: "IET Image Processing"
  year: 2025
  publisher:
    name: "Institution of Engineering and Technology"
  doi: "10.1049/ipr2.13327"
  url: "https://doi.org/10.1049/ipr2.13327"