GeoTemporal Toolkit

Spatio-temporal features and geographic adjacency construction tool

Product category: Geographic/ spatio-temporal features

Applicable platforms: Python, GeoPandas, PostGIS

Technical affiliation: Spatio-temporal, Proximity Graph

Programming language affiliation: Python, SQL

Tags: #SpatioTemporal #GeoML Product

Type: Geographic/ spatio-temporal features

GeoTemporal combines spatial adjacency, distance decay, OD flows, regional aggregation, and time windows to generate spatio-temporal features and adjacency matrices, supporting GNN/spatio-temporal Transformer inputs. For time series models, it can significantly improve modeling effects of "mutual influence of adjacent regions"; for multimodal models, it can combine geographic context with sensor/text; for decision projects, it provides prior feasible topology constraints. It also has a visualization panel to intuitively display spatial correlations and influence circles, helping feature and model explanation.

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included