Author

Devika Jain

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Open access Jul 2026

CyberGeoAI For Intelligent Spatial Decision Support

The evolution of spatial decision support systems (SDSS) is being rapidly shaped by the integration of Cyberinfrastructure (CI) and Geospatial Artificial Intelligence (GeoAI), collectively referred to as CyberGeoAI. The rise of big data, complex decision environments, and computing power gives opportunities for advance...

Zhe Zhang, Xiao Huang, Xinyue Ye et al. · Transactions on GIS · 1 citation

#small language model Preprint Sep 2026

Geospatial Metadata Improves Discoverability by Connecting Datasets Across Scientific Disciplines

It is found that datasets with more missing metadata receive fewer downstream citations and have fewer resolvable connections to other datasets, suggesting that geographic metadata is a more reliable basis for cross-disciplinary interoperability than keyword vocabularies, which often remain discipline-specific.

Daniel Ebanks, Devika Jain · 0 citations

#artificial intelligence Preprint Sep 2026

Geospatial AI, Dataverse Metadata, and the Study of Place-Based Government

Harvard Dataverse hosts over 150,000 research datasets, but the geographic information those datasets carry is entered as free text by depositors and has never been assembled into a searchable structure. We construct a knowledge graph from the repository's public data and metadata, organizing 102,650 datasets within a...

Daniel Ebanks, Devika Jain · 0 citations