{
  "id": 409913,
  "title": "What's Advected Flight Density Shown to Labelers? (in the Preprint)",
  "url": "/competitions/google-research-identify-contrails-reduce-global-warming/discussion/409913",
  "author_name": "Aryan Garg",
  "post_date": "2023-05-13T05:10:27.274000",
  "votes": 1,
  "comment_count": 3,
  "views": 0,
  "content": "<h2>Can we somehow get the reddish false color scheme as shown in Fig 3 (Advected Flight density)? That would significantly boost any model's performance!</h2>",
  "messages": [
    {
      "id": 2257378,
      "postDate": "2023-05-13T09:57:27.817Z",
      "content": "<p>In the preprint, the Advected Flight Density is shown to labelers as a heat map with a color scale ranging from blue to red. The blue color represents low flight density, while the red color represents high flight density.<br>\nTo replicate the reddish false color scheme shown in Fig 3, you could try adjusting the color scale in your heatmap visualization to highlight the higher density regions with a reddish hue. You could also experiment with different color palettes and custom color schemes to find what works best for your specific use case.</p>",
      "rawMarkdown": "\nIn the preprint, the Advected Flight Density is shown to labelers as a heat map with a color scale ranging from blue to red. The blue color represents low flight density, while the red color represents high flight density.\n\nTo replicate the reddish false color scheme shown in Fig 3, you could try adjusting the color scale in your heatmap visualization to highlight the higher density regions with a reddish hue. You could also experiment with different color palettes and custom color schemes to find what works best for your specific use case.",
      "votes": 1,
      "replies": [
        {
          "id": 2257456,
          "postDate": "2023-05-13T11:16:37.693Z",
          "content": "<p>Thanks! I'll come back with some results then</p>",
          "rawMarkdown": "Thanks! I'll come back with some results then"
        },
        {
          "id": 2263471,
          "postDate": "2023-05-17T16:08:35.883Z",
          "content": "<p>According to the paper (<a href=\"https://arxiv.org/pdf/2304.02122.pdf\" target=\"_blank\">https://arxiv.org/pdf/2304.02122.pdf</a>) that data comes from FlightAware, not GOES. IIRC, that's not part of the dataset, where did you get it from?<br>\nthen use the metadata to match the GOES bands to it, but I wonder how helpful can this be since we don't have test metadata</p>",
          "rawMarkdown": "According to the paper (https://arxiv.org/pdf/2304.02122.pdf) that data comes from FlightAware, not GOES. IIRC, that's not part of the dataset, where did you get it from?\nthen use the metadata to match the GOES bands to it, but I wonder how helpful can this be since we don't have test metadata",
          "votes": 1
        }
      ]
    },
    {
      "id": 2257175,
      "postDate": "2023-05-13T05:10:27.273Z",
      "content": "<h2>Can we somehow get the reddish false color scheme as shown in Fig 3 (Advected Flight density)? That would significantly boost any model's performance!</h2>",
      "rawMarkdown": "## Can we somehow get the reddish false color scheme as shown in Fig 3 (Advected Flight density)? That would significantly boost any model's performance!"
    }
  ],
  "comments": [
    {
      "id": 2257378,
      "author_name": "Ericka42",
      "author_url": "",
      "post_date": "2023-05-13T09:57:27.817000",
      "content": "<p>In the preprint, the Advected Flight Density is shown to labelers as a heat map with a color scale ranging from blue to red. The blue color represents low flight density, while the red color represents high flight density.<br>\nTo replicate the reddish false color scheme shown in Fig 3, you could try adjusting the color scale in your heatmap visualization to highlight the higher density regions with a reddish hue. You could also experiment with different color palettes and custom color schemes to find what works best for your specific use case.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 2257456,
          "author_name": "Aryan Garg",
          "author_url": "",
          "post_date": "2023-05-13T11:16:37.693000",
          "content": "<p>Thanks! I'll come back with some results then</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 2263471,
          "author_name": "Gustavo",
          "author_url": "",
          "post_date": "2023-05-17T16:08:35.883000",
          "content": "<p>According to the paper (<a href=\"https://arxiv.org/pdf/2304.02122.pdf\" target=\"_blank\">https://arxiv.org/pdf/2304.02122.pdf</a>) that data comes from FlightAware, not GOES. IIRC, that's not part of the dataset, where did you get it from?<br>\nthen use the metadata to match the GOES bands to it, but I wonder how helpful can this be since we don't have test metadata</p>",
          "votes": 1,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2257378": "\nIn the preprint, the Advected Flight Density is shown to labelers as a heat map with a color scale ranging from blue to red. The blue color represents low flight density, while the red color represents high flight density.\n\nTo replicate the reddish false color scheme shown in Fig 3, you could try adjusting the color scale in your heatmap visualization to highlight the higher density regions with a reddish hue. You could also experiment with different color palettes and custom color schemes to find what works best for your specific use case.",
    "2257175": "## Can we somehow get the reddish false color scheme as shown in Fig 3 (Advected Flight density)? That would significantly boost any model's performance!"
  }
}