SHEET 02 — VECTOR LAYER
Selected projects
Open tools and models for water — most start with an idea and end with a decision.
WEB APP2025
Watershed Delineation Web App
Client-side GIS app: click any point on the map, get its watershed and downstream flow path in real time — raster extents polygonized to vectors on the fly.
LeafletJavaScript
OPEN →PY LIBRARY2024
WATT — Batch Watershed Delineation
Feed it a DEM and a set of pour points; it hands back drainage areas for every location — a modular, command-line Python pipeline.
PythonGDALgeopandas
OPEN →ML MODEL2023
GRU Seq2seq Attention Model
A neural sequence-to-sequence model with attention, built for flood prediction from hydro-meteorological time series.
KerasTensorFlow
OPEN →AUTOMATION2023
doc2xlsx — Report Parser
Extracts structured tables out of semi-structured Word reports and exports clean Excel — hydrological paperwork, automated away.
python-docxopenpyxl
OPEN →QGIS PLUGIN2021
reservoir_creator
On-the-fly inundation mapping for real or hypothetical dams — drop a dam on the map, see what floods.
PyQGISQt
OPEN →HYDRO MODEL2020
pyHLM — Hillslope-Link Model
A physics-based distributed hydrological model in modular Python — RK45 solvers for the flow dynamics, a genetic algorithm for optimizing small-reservoir operations.
NumPySciPyGA
OPEN →SOURCE: github.com/gurbuzf