Name: Fernando Aristizabal
Type: User
Company: ERT
Bio: Scientist experimenting with remote sensing, machine learning, partial differential equations, flood inundation mapping, and geospatial sciences.
Location: Florida, USA
Blog: www.linkedin.com/in/fernando-aristizabal
Fernando Aristizabal's Projects
Compares machine learning classifiers on geographically weighted ASTER imagery for forest tree species identification.
Combination generator and solver using Knuth-Morris-Pratt and Longest Common Subsequence algorithms.
Hypermodern Python Cookiecutter
Preprocessing scripts to produce watershed-delineated input files to GeoFlood from standard source data
SLURM task processor for large-scale GeoFlood workflows
The slightly more awesome standard unix password manager for teams
A Python framework to evaluate geospatial datasets by comparing candidate and benchmark maps to compute agreement maps and statistics.
Prints HDF5 files to stdout as ASCII text using Pandas and PyTables.
Example Notebooks for HyRiver software stack
A Python software stack for retrieving hydroclimate data from web services.
Flood inundation mapping and evaluation software configured to work with U.S. National Water Model.
Dockerfile for LaTex environment based on Ubuntu.
Model repository of LISFLOOD-FP model version 5.9 with Basic Model Interface (BMI) functionality
Bash code to spoof mac address.
NOAA Flood Inundation Mapping
Application of dimensionality reduction techniques on high dimensional Hyperspectral data including Principal Component Anaylsis, Hierarchical Dimensionality Reduction, Minimum Noise Fraction, and Downsampling for classification tasks.
A part of HyRiver software stack for getting topography data within the US through 3D Elevation Program (3DEP)
A part of HyRiver software stack for accessing hydrology data through web services
A part of HyRiver software stack for accessing ArcGIS RESTful-, WFS-, and WMS-based web services.
Evaluation metrics for quantifying error and skill with categorical and continuous variables.
An R package for open-channel hydraulics
Remote Sensing based flood inundation mapping utilizing unsupervised classification and graph signal processing.
Flood inundation mapping with Sentinel-1 SAR and detrended terrain data
Command-line calculator with variable assignments and trig functions
Data for testing TauDEM. This is held in a separate repository so as not to make the code repository too bloated.