CoolFace
Modelpublic

arminmehrabian/nasa-impact-nasa-smd-ibm-st-v2-classification-finetuned

sourceHugging Facecc-by-4.0updated 2y agoView on Hugging Face
0likes19downloads
Model Card

Model Information

This model is based on the nasa-impact/nasa-smd-ibm-st-v2 model. It has been fine-tuned for a classification task using approximately 1400 publication abstracts in earth sciences. The model was validated on 1000 unseen abstracts. The labelling of the publications was conducted by the NASA GES-DISC science team. The training and validation dataset, along with performance scores, will be published here soon.

Label Mapping

The model classifies inputs into the following categories, each represented by a unique label ID:

CategoryID
Agriculture0
Air Quality1
Atmospheric/Ocean Indicators2
Cryospheric Indicators3
Droughts4
Earthquakes5
Ecosystems6
Energy Production/Use7
Environmental Impacts8
Floods9
Greenhouse Gases10
Habitat Conversion/Fragmentation11
Heat12
Land Surface/Agriculture Indicators13
Public Health14
Severe Storms15
Sun-Earth Interactions16
Validation17
Volcanic Eruptions18
Water Quality19
Wildfires20