IBF as the Inverse of Event-Based Storylines
Impact-Based Forecasting works forward from forecast to impact, the opposite direction to event-based storylines that reason backward from an event.
Jan 28, 2026
Continuous Risk Monitoring and Assessment - A Bayesian Network Framework for Flood and Drought in East Africa
Formalizing hydrometeorological early warning into an auditable, evidence-driven Bayesian risk assessment process for operational impact-based forecasting.
Jan 15, 2026
FAIR Hazard Modeling - Reproducible Hydrological Frameworks
Exploring FAIR principles for reproducible hazard modeling using wflow.jl, and RIM2D.
Sep 18, 2025
ECMWF AIFS Ensemble Forecasting with GPU Cloud Computing
Running ECMWF's AI-based weather model (AIFS ENS v1.0) using GPU cloud computing for East Africa forecasting.
Aug 25, 2025
GeoSFM Model Input Preparation with Cloud-Native Tools
Preparing hydrological model inputs using Icechunk, Zarr-Parquet, and Flox-Dask for efficient zonal aggregation.
Aug 4, 2025
Learning eoAPI - Deploying Titiler and TiPG
A beginner-friendly approach to understanding eoAPI by deploying its core components on Replit without Kubernetes complexity.
Jul 25, 2025
Interactive Storymaps with NASA VEDA Platform
Building narrative-driven geospatial visualizations using MDX and TiTiler components in NASA's VEDA platform.
Jul 25, 2025
Data Streaming NOAA GEFS for cGAN Inference
Streaming GEFS forecast variables from AWS S3 Open Data using grib-index-kerchunk for cGAN precipitation downscaling.
Jul 23, 2025
Cloud Computing Transformations - Coiled vs Kubernetes
Comparing approaches to scalable cloud computing for geospatial analysis - from simple Coiled setup to complex Kubernetes deployments.
Jul 14, 2025
STAC API for Impact-Based Forecasting Data Catalogs
Implementing STAC specification for organizing drought and flood forecasting data in the E4DRR project.
Jun 22, 2025