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Published April 21, 2025 | Version v1
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Antarctic geothermal heat flow dataset: deep neural network generation optimized by particle swarm optimization algorithm

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

  • Data Type: Gridded geospatial data representing geothermal heat flow (GHF) values.

  • Units: Milliwatts per square meter (mW m⁻²).

  • Spatial Coverage: Entire Antarctic continent, including both East and West Antarctica.

  • Spatial Resolution: [0.5° × 0.5° grid].

  • Format:  CSV

Files

Antarctica GHF predictions with std.csv

Files (1.3 MB)

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md5:4a2d9faf7d02d08fbb9210cf32bcd525
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