A lightweight hybrid ViT-GNN framework for data-centric land cover mapping in the amazon biome using graph structural priors.
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| Title: | A lightweight hybrid ViT-GNN framework for data-centric land cover mapping in the amazon biome using graph structural priors. |
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| Authors: | Sugiharto WH; Department of Informatics Engineering, Universitas Muria Kudus, Kudus, Indonesia. wibowo.harrys@umk.ac.id., Ghozali MI; Department of Informatics Engineering, Universitas Muria Kudus, Kudus, Indonesia., Murti AC; Department of Informatics Engineering, Universitas Muria Kudus, Kudus, Indonesia. |
| Source: | Scientific reports [Sci Rep] 2026 Jun 26. Date of Electronic Publication: 2026 Jun 26. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-59674-6 |
