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Dataset . 2025
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Dataset . 2026
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
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Dataset . 2026
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
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Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
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ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
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ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
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Claim

Antarctic geothermal heat flow dataset: deep neural network generation optimized by particle swarm optimization algorithm

Research datakeyboard_double_arrow_right Dataset 21 Apr 2025Publisher:Zenodo
Authors: Liu, Shaoxia; TANG, XUEYUAN; Yang, Shuhu;

doi: 10.5281/zenodo.15254075 , 10.5281/zenodo.16406052 , 10.5281/zenodo.18790294 , 10.5281/zenodo.16406155 , 10.5281/zenodo.15254076 , 10.5281/zenodo.18345953 , 10.5281/zenodo.16361271

Antarctic geothermal heat flow dataset: deep neural network generation optimized by particle swarm optimization algorithm

Abstract

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

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average