Towards an Integrated Cyberinfrastructure for Scalable Data-Driven Monitoring, Dynamic Prediction and Resilience of Wildfires GENERAL
Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning MACHINE LEARNING
Scalable Detection of Rural Schools in Africa using Convolutional Neural Networks and Satellite Imagery MACHINE LEARNING
Front shape similarity measure for front position sensitivity analysis and data assimilation FIRE MODELING
Automated Scalable Detection of Location-Specific Santa Ana Conditions from Weather Data using Unsupervised Learning WORKFLOWS AND SERVICES
A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment WORKFLOWS AND SERVICES
An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis MACHINE LEARNING
Data Assimilation of Wildfires with Fuel Adjustment Factors in FARSITE using Ensemble Kalman Filtering ENSEMBLES AND DATA ASSIMILATION
Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment FIRE MODELING
Wildfire Spread Prediction and Assimilation for FARSITE Using Ensemble Kalman Filtering ENSEMBLES AND DATA ASSIMILATION
Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows WORKFLOWS AND SERVICES
FireMap: A Web Tool for Dynamic Data-Driven Predictive Wildfire Modeling Powered by the WIFIRE Cyberinfrastructure POSTERS
geoKepler Workflow Module for Computationally Scalable and Reproducible Geoprocessing and Modeling POSTERS