Data · dataset · 2026
RegionFormer / CalST-Bench — Data and Code Deposit
Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.6084/m9.figshare.33315021.v1
<p dir="ltr">An anonymised data and code deposit accompanying the manuscript “RegionFormer: Latent-Region Attention for Spatio-Temporal Forecasting,” submitted to the International Journal of Geographical Information Science.
Description
The deposit includes the ten-channel CalST-Bench benchmark, model and evaluation code, trained checkpoints, result records, and scripts needed to reproduce the manuscript’s figures, tables, and reported metrics.
See README.md and REPRODUCE.md inside the archive for data provenance, licensing notes, setup instructions, and per-finding reproduction commands. The raw SafeGraph point-of-interest panel is not redistributed; the archive contains only the derived, NAICS-aggregated, tract-level visit series used by the mobility channels.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33315021.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science
- Inferred from text
- Geoinformatics 71%
Related
- Possibly the same asRegionFormer / CalST-Bench — Data and Code Deposit
Provenance · 3 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/33315021 | 10 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/33315021 | 10 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/33315021 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:group:3704 | enrichment · zivahub uct ac za | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |