johannesuhl
Geographic Information Science & Data visualization
University of ColoradoBoulder, Colorado
Pinned Repositories
geoprocessing
Selected python scripts for geoprocessing using open source geospatial resources
hironex
HiRoNEx: Historical road network extractor: A python tool for automatic, fully unsupervised extraction of historical road networks from historical maps.
histmaps
Tools for USGS historical map processing. A suite of python scripts facilitating USGS topo map access and processing, based on Python, GDAL, OpenCV.
mapprocessor
A python-based pipeline to query the USGS Historical Topographic Map Collection (HTMC) and to download, spatially aggregate, and mosaic large amounts of individual map sheets.
multivariate_timeseries_viz
Visualization techniques for multivariate time series data using Python + matplotlib
multivariate_trajectory_viz
Using "t-SNE trajectories" for integrated visualization of multi-dimensional longitudinal trajectory datasets.
netcdf2mp4
A python script to create animated data visualizations from spatio-temporal netcdf datasets stored as animated GIF and MP4 video file.
sequential_clustering_viz
Effectively visualizing cluster flows and sizes for sequential cluster analyses using matplotlib.
shapefile2gif
Given a shapefile with time-annotated vector objects (e.g., building footprints + construction year), this script will automatically create an animated GIF illustrating the dynamics for a user-specified period of time
USRoadNetworkEvolution
A set of Python-based tools to model and characterize historical road networks in the United States
johannesuhl's Repositories
johannesuhl/hironex
HiRoNEx: Historical road network extractor: A python tool for automatic, fully unsupervised extraction of historical road networks from historical maps.
johannesuhl/shapefile2gif
Given a shapefile with time-annotated vector objects (e.g., building footprints + construction year), this script will automatically create an animated GIF illustrating the dynamics for a user-specified period of time
johannesuhl/netcdf2mp4
A python script to create animated data visualizations from spatio-temporal netcdf datasets stored as animated GIF and MP4 video file.
johannesuhl/hisdac-es
HISDAC-ES: Creating historical settlement data for Spain (1900-2020) based on cadastral building footprint data
johannesuhl/histmaps
Tools for USGS historical map processing. A suite of python scripts facilitating USGS topo map access and processing, based on Python, GDAL, OpenCV.
johannesuhl/mapprocessor
A python-based pipeline to query the USGS Historical Topographic Map Collection (HTMC) and to download, spatially aggregate, and mosaic large amounts of individual map sheets.
johannesuhl/plural
PLURAL: Place-level urban-rural indices
johannesuhl/USRoadNetworkEvolution
A set of Python-based tools to model and characterize historical road networks in the United States
johannesuhl/cru_data_processing
A python script to access, visualize and extract time series of CRU long-term climate data at discrete locations
johannesuhl/geoprocessing
Selected python scripts for geoprocessing using open source geospatial resources
johannesuhl/globeanim
GlobeAnim is a Python tool that projects a GeoTIFF file onto a globe and rotates it, creating an animated GIF.
johannesuhl/arcpy
For ArcGIS users. Some useful ArcPy scripts for batch applying symbology, definition query and map export. Useful for animated map creation.
johannesuhl/datacube_visualization
Python scripts to visualize multi-band gridded data.
johannesuhl/local_accuracy
A set of python scripts for spatially explicit accuracy assessments of binary, gridded geospatial data, e.g., for human settlement data mapping built-up (1) and not built-up (0) areas.
johannesuhl/multivariate_timeseries_viz
Visualization techniques for multivariate time series data using Python + matplotlib
johannesuhl/twitter
A python script using tweepy that streams Twitter data for a given geographic region (city name) and stores the tweets as point features in an ESRI File Geodatabase.
johannesuhl/geocoding
A robust Python function for geocoding addresses using the geocoder API
johannesuhl/geospatial_ml_conda_environment
A windows batch file to automatically set up a clean conda environment, including some of the geospatial and machine learning python packages that I use for my work.
johannesuhl/johannesuhl.github.io
johannesuhl/scatterplot_matrix
Python scripts for visualizing multivariate datasets in combined cross-correlation & color-coded scatterplot matrices.
johannesuhl/sequential_clustering_viz
Effectively visualizing cluster flows and sizes for sequential cluster analyses using matplotlib.
johannesuhl/multivariate_trajectory_viz
Using "t-SNE trajectories" for integrated visualization of multi-dimensional longitudinal trajectory datasets.
johannesuhl/binary_classification
Visual-analytical tools to evaluate and compare the outputs of large numbers of binary classifiers.
johannesuhl/STA-Lab-4
A cellular automaton wildfire model using MESA.
johannesuhl/STA-lab3
Visualizing animal trajectory data as 2D maps using MapBox, Leaflet API and plotly for 3D space-time cubes, plus using R package WildlifeDI for interaction modelling.
johannesuhl/ztrax2sqlite2csv
An FME- and Python based workflow to import ZTRAX into a set of SQLite databases, and from there into county-level CSV files