Towards an Integrated Cyberinfrastructure for Scalable Data-Driven Monitoring, Dynamic Prediction and Resilience of Wildfires

Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning

Scalable Detection of Rural Schools in Africa using Convolutional Neural Networks and Satellite Imagery

Front shape similarity measure for front position sensitivity analysis and data assimilation

Front Shape Comparison in Data-Driven Wildland Fire Spread Simulations

Automated Scalable Detection of Location-Specific Santa Ana Conditions from Weather Data using Unsupervised Learning

A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment

An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis

Forward Heating in Wind-Driven Fire Spread

Data Assimilation of Wildfires with Fuel Adjustment Factors in FARSITE using Ensemble Kalman Filtering

Evaluation of a data-driven wildland fire spread forecast model with spatially-distributed parameter estimation in simulations of the FireFlux I field-scale experiment

An experimental study on the intermittent extension of flames in wind-driven fires

Designing the Future of Wildfire Modeling

Data Hub Architecture for Smart Cities

A Scalable Approach for Location-Specific Detection of Santa Ana Conditions

A fundamental exploration of Flame Structure in Wildland Fires

Local flame attachment and heat fluxes in wind-driven line fires

Wildfire Spread Prediction and Assimilation for FARSITE Using Ensemble Kalman Filtering

Integrated Machine Learning in the Kepler Scientific Workflow System

Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows

Field-Scale Validation of Data-Driven Wildland Fire Spread Simulations

FireMap: A Web Tool for Dynamic Data-Driven Predictive Wildfire Modeling Powered by the WIFIRE Cyberinfrastructure

Forest fire spread prediction system workflow: an experience using Kepler

Big Data Provenance: Challenges, State of the Art and Opportunities

Creation of a Geo Big Data Outreach and Training Collaboratory for Wildfire Community

geoKepler Workflow Module for Computationally Scalable and Reproducible Geoprocessing and Modeling

Towards Data-Driven Operational Wildfire Spread Modeling

WIFIRE Data Model and Catalog for Wildfire Data and Tools