spatiotemporal
There are 4 repositories under spatiotemporal topic.
- pytorch_geometric_temporal
benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language:Python 2603 MobilityDB / MobilityDB
MobilityDB is a geospatial trajectory data management & analysis platform, built on PostgreSQL and PostGIS.
Language:C 515locationtech / geowave
GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.
Language:Java 498hijiangtao / glmaps
Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。
Language:JavaScript 375- tsl
TorchSpatiotemporal / tsl
tsl: a PyTorch library for processing spatiotemporal data.
Language:Python 245 aristoteleo / spateo-release
Spatiotemporal modeling of spatial transcriptomics
Language:Python 156xudejing / video-clip-order-prediction
Self-supervised Spatiotemporal Learning via Video Clip Order Prediction
Language:Python 101basilevh / occlusions-4d
Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation
Language:Python 75seananderson / glmmfields
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
Language:R 47JuliaClimate / ClimateBase.jl
Tools to analyze and manipulate climate (spatiotemporal) data. Also used by ClimateTools and ClimatePlots
Language:Julia 39- Language:Python 31
peterparity / PDE-VAE-pytorch
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
Language:Python 29zzycoder / Cooperative-Attack-Algorithm-for-UAVs
Cooperative Attack Algorithm for UAVs is focusing on the cooperative attack problem of UAV swarm system with flight time and attack angle constraints. It includes an efficient attack framework for real-time planning and control of drones.
Language:MATLAB 28lmarabi / st-hadoop
ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently
Language:Java 20chenyangkang / stemflow
A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)
Language:Python 15- HiClimRLanguage:R 14
- Language:C++ 13
Esri / aggregation-viewer-server-map-service
Sample JavaScript Aggregation Viewer using Map Service queries with an Aggregation Renderer and rendering images server side
Language:CSS 12adonmo / trajectory
A python library for lossy compression/serialization of trajectory data based on Google's Encoded Polyline Algorithm Format
Language:Python 11Sample JavaScript Aggregation Viewer using aggregation (lod) queries and rendering aggregation bins client side
Language:CSS 11GravityLabGeo / stacjs
Javascript library for STAC SpatioTemporal Asset Catalog
Language:HTML 6Trajectory data lossy compression/serialization library based on Google's Encoded Polyline Algorithm Format
Language:JavaScript 5jlidw / awesome-AI-for-spatial-interpolation-papers
A professional list of Papers on AI for Spatial Interpolation in AI conferences and journals.
Unusuala1l2e3x4 / Research-Spring2021
Investigating how carbon emissions, particulate matter, and climate variables/indices impact mortality from chronic respiratory disease. Working with pollutant, climate, mortality, population, and geographic datasets. Modeling with Random Forest regression.
Language:HTML 5mill-ornrakorn / Spatiotemporal-epidemiology-and-analysis-of-mental-health-conditions-in-Thailand
Analyzed mental health service utilization in Thailand using spatial pattern analysis and cluster analysis.
Language:Jupyter Notebook 4r-a-dobson / dynamicSDM
An R package for species geographical distribution and abundance modelling at high spatiotemporal resolution
Language:R 4sudbasnet / Spatiotemporal-DBSCAN-using-kdTrees
Storing GIS data with temporal information (events data) in k-dimensional trees for efficient querying, designed to aid clustering algorithms such as DBSCAN.
Language:Python 4ajzliu / SP-CPC
Code, logs, and final models for SIGSPATIAL SpatialEpi '22: Spatiotemporal Disease Case Prediction using Contrastive Predictive Coding.
Language:Python 3ankushgpta2 / Analyze-Avalanche-vZ2.3
Introductory Code For Doing Simple Avalanche Analysis (Criticality In The Brain) Mainly Through Power Law Analysis In Log-Log Space and Temporal Coarse Graining (K)
Language:MATLAB 2- Language:Python 2
jingchaoyy / harveyTwitter
Twitter Semantic Data Mining for Harvey Hurricane Credible Event Detection
Language:Python 2Multi-step Hourly Temperature Prediction Using Vehicle-IoT and ML
Language:Jupyter Notebook 2- STEHealth-Application
STEHealth is a shiny application for analyzing space-time patterns, cluster detection, and association with risk factors of health outcomes.
Language:R 2 - ITSA
t-pollington / ITSA
Code analysis for "Impact of intensified control strategies on incidence of visceral leishmaniasis in a highly endemic district of Bihar, India: an interrupted time series analysis" Kumar, Siddiqui, Pollington et al.
meghanmshea / intertidal-eDNA
Data and R code for "Environmental DNA (eDNA) metabarcoding differentiates between micro-habitats within the rocky intertidal" (Shea & Boehm)
Language:HTML 1sumdher / trajectory_segmenter_movmedspd
Extracts low speed segments from spatiotemporal trajectories using moving median of speed. Fast and robust. Adaptively determines the parameters from the data, instead of setting objective, arbitrary parameters. Each trajectory in a set of trajectories will have unique subjective parameters.
Language:Python 1
