gtheofilo / Ship-Stop-Points-Detection
A Pandas-Based Computational Framework for the Detection of Ship Stop Points in AIS Data
☆16Updated 4 months ago
Alternatives and similar repositories for Ship-Stop-Points-Detection:
Users that are interested in Ship-Stop-Points-Detection are comparing it to the libraries listed below
- Preprocessing data based on https://marinecadastre.gov/ais/☆33Updated 2 years ago
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆75Updated 5 years ago
- A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection☆134Updated last year
- Process automatic identification system (AIS) shipping data for various development purposes☆14Updated 3 years ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆49Updated last year
- LSTM Keras Neural Network to predict ship location using Danish AIS data☆46Updated 6 years ago
- A game theory approach to measuring spatial effects from machine learning models.☆119Updated last week
- A multi-task model for vessel monitoring using AIS data streams☆75Updated 5 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆96Updated 3 years ago
- An analysis of AIS ship tracks through clustering, network analysis, and time series analysis.☆9Updated 4 years ago
- A Python Toolkit for Urban Resilience and Disaster Risk Management Analytics using High Frequency Human Mobility Data☆57Updated last year
- plot_map包提供了在matplotlib上绘制地图底图的功能☆56Updated 2 years ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆227Updated this week
- Fast Geographically Weighted Regression (FastGWR)☆54Updated 3 years ago
- ST-DBSCAN: Simple and effective tool for spatial-temporal clustering☆144Updated 3 months ago
- Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)☆11Updated 2 years ago
- An open-source Python toolkit for preprocessing and analysis of vessel spatio-temporal trajectories.☆20Updated 2 years ago
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆234Updated last year
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆55Updated 2 years ago
- implementation segmentation of urban areas using road network 自动生成自然街区（交通小区）☆49Updated 6 years ago
- Code and data repository for the paper☆46Updated 3 weeks ago
- the calculation of dcpa ,tcpa,diatance and true bearing between ships☆11Updated 5 years ago
- Example notebooks illustrating MovingPandas use cases☆177Updated 2 months ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆18Updated last year
- Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation s…☆23Updated 5 years ago
- The repository contains methods and applications of spatial-statistics, like Fast and Adaptive Kernel Density Estimation for Hundreds of …☆21Updated 3 years ago
- Spatial Statistics and Machine Learning Offered at FSU Geography☆12Updated 3 weeks ago
- Pytorch implementation of TrAISformer---A generative transformer for AIS trajectory prediction (https://arxiv.org/abs/2109.03958).☆139Updated last year
- This is an repository for the paper named 'a novel ship movement classification from AIS data based on convolutional neural network'.☆38Updated 5 years ago
- map-matching of GPS traces☆81Updated 2 years ago