Published July 23, 2025
| Version v3
Dataset
Open
Antarctic geothermal heat flow dataset: deep neural network generation optimized by particle swarm optimization algorithm
Authors/Creators
Description
This dataset provides a continental-scale map of geothermal heat flow (GHF) across Antarctica, generated using a particle swarm optimization-optimized deep neural network (PSO-DNN).
Dataset Characteristics
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Data Type: Gridded geospatial data representing geothermal heat flow (GHF) values.
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Units: Milliwatts per square meter (mW m⁻²).
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Spatial Coverage: Entire Antarctic continent, including both East and West Antarctica.
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Spatial Resolution: [0.5° × 0.5° grid].
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Format: CSV
Files
Antar_test_data_with_heatflow.csv
Files
(41.7 MB)
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