spatiotemporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.

MobilityDB is a geospatial trajectory data management & analysis platform, built on PostgreSQL and PostGIS.

Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。

tsl: a PyTorch library for processing spatiotemporal data.

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

Spatiotemporal modeling of spatial transcriptomics

Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation

R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

Tools to analyze and manipulate climate (spatiotemporal) data. Also used by ClimateTools and ClimatePlots

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently

Physics-informed deep super-resolution of spatiotemporal data

Hierarchical Climate Regionalization

Meshed GP for Bayesian spatial big data regression

Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side

Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side

A python library for lossy compression/serialization of trajectory data based on Google's Encoded Polyline Algorithm Format

Javascript library for STAC SpatioTemporal Asset Catalog

Trajectory data lossy compression/serialization library based on Google's Encoded Polyline Algorithm Format