Open-Source Fire Science

Pyregence

Advancing Wildfire Science

The Pyregence Consortium

The Pyregence Consortium is a collaboration of scientists, practitioners, and institutions working together to advance open wildfire science for the public good. Originally formed through a California Energy Commission EPIC grant, the Consortium continues to evolve as a hub for transparent, scalable, and policy-relevant wildfire research.

Transforming
Wildfire Science
Tinto Actionable Intelligence

The innovations developed through Pyregence deliver measurable benefits to a wide range of stakeholders.

emergency managers

Pyregence equips emergency managers with 1–7 day fire risk forecasts, dynamic fuel maps, and intuitive visual tools that enable proactive planning, smarter resource allocation, and clearer communication with both responders and the public.

Land Use Planners

Pyregence provides high-resolution, climate informed fire forecasts and scenario tools that support land use planning in the WUI, evaluate development risks, and plan for post-fire recovery and long-term resilience.

Public

PyreCast and related tools increase public awareness of fire danger, helping individuals and communities prepare and respond. By providing transparent, science-based forecasts through open platforms, Pyregence builds trust and ensures equal access to critical wildfire information.

Electric Utilities

Pyregence supports utility operations with real-time ignition forecasts, powerline specific risk analysis, and open-source fire modeling that enable smarter PSPS decisions, infrastructure risk assessments, and seamless integration with internal tools.

Researchers

Pyregence offers an open-source ecosystem of tools and datasets for studying fire behavior, climate interactions, emissions, and ecological change, serving as a living lab for interdisciplinary wildfire research across modeling, machine learning, and decision science.

Policy Makers

Pyregence supports evidence-based policy by quantifying wildfire risks, climate impacts, and emissions by offering open-access tools that inform policy, funding strategies, and land use decisions. Its collaborative approach offers a model for coordinated wildfire governance.

CONNECTED COLLABORATION

All data, code, and models developed through Pyregence are openly available to support community adoption, peer review, and ongoing innovation. The project exemplifies the power of cross-sector collaboration between forest and fire scientists, ecologists, software engineers, data scientists, public agencies, and private partnerships.

Policy/Decision Level Scalers

  • INTERNATIONAL

  • international Collaboration

    Google.org

    AI Collaborative: Wildfires

    The World Bank

    Integrated Fire Management

    Food and Agriculture Organization of the United Nations

    Global Fire Management Hub

    The European Commission

    Joint Research Centre European and Global Fire Information Systems

  • DOMESTIC

  • Domestic Collaboration

    NASA National Aeronautics and Space Administration
    National Science Foundation (NSF)

    Validation Benchmarking GeoAI SHARE Loss Data

    Planscape

    Planscape Treatment Planning

    Seal of the United States Department of Defense

    Wildfire Assessment & Resilience for Networks (WARN) Situational Awareness

    America seed found
    USDA NIFA

    Probabilistic Wildfire Modeling Framework & Commercialization

    RMRS Missoula Fire Sciences Lab

    Open Wildfire Analytics Lab Modernization

  • REGIONAL

  • Regional Collaboration

    CALIFORNIA Fifth Climate Assessment

    Open Fire Modeling

    California Department of Forestry and Fire Protection (CAL FIRE)

    Community Wildfire Risk & Mitigation

    California Public Utilities Commission

    Utility Fire Threat Mapping Resiliency Planning

    California Governor’s Office of Emergency Services (Cal OES)
    WIFIRE

    Fire Integrated Real-Time Intelligence System (FIRIS)

    The Western Forestry Leadership Coalition

    True Cost Of Wildfire

  • LOCAL

  • Local Collaboration

    Fire mitigation and post wildfire assessment support for Counties, Open Space Districts, Planning Cooperatives, RCDs, Non-profit Organizations, Timber Operations, Private Landowners, and more

international Collaboration

Google.org

AI Collaborative: Wildfires

The World Bank

Integrated Fire Management

Food and Agriculture Organization of the United Nations

Global Fire Management Hub

The European Commission

Joint Research Centre European and Global Fire Information Systems

Domestic Collaboration

NASA National Aeronautics and Space Administration
National Science Foundation (NSF)

Validation Benchmarking GeoAI SHARE Loss Data

Planscape

Planscape Treatment Planning

Seal of the United States Department of Defense

Wildfire Assessment & Resilience for Networks (WARN) Situational Awareness

America seed found
USDA NIFA

Probabilistic Wildfire Modeling Framework & Commercialization

RMRS Missoula Fire Sciences Lab

Open Wildfire Analytics Lab Modernization

Regional Collaboration

CALIFORNIA Fifth Climate Assessment

Open Fire Modeling

California Department of Forestry and Fire Protection (CAL FIRE)

Community Wildfire Risk & Mitigation

California Public Utilities Commission

Utility Fire Threat Mapping Resiliency Planning

California Governor’s Office of Emergency Services (Cal OES)
WIFIRE

Fire Integrated Real-Time Intelligence System (FIRIS)

The Western Forestry Leadership Coalition

True Cost Of Wildfire

Local Collaboration

Fire mitigation and post wildfire assessment support for Counties, Open Space Districts, Planning Cooperatives, RCDs, Non-profit Organizations, Timber Operations, Private Landowners, and more

Market Level Scalers

  • NEAR REAL-TIME

  • NEAR REAL-TIME Market

    Pyrecast the next-generation wildfire forecasting platform

    Commercial SaaS Offering

    Watch Duty

    PyreCast ® + Watch Duty ®

    Green Shield Risk Solutions

    Property Guardian Overwatch ®

  • ANNUALIZED RISK

  • Annualized Risk Market

    Fire Factor

    Climate Risk Financial Modeling

    Delos Insurance

    Home Insurance Powered by Science

  • ENVIRONMENTAL MARKETS

  • Environmental Markets

    Climate Forward California

    Reduced Emissions from Megafires

    Spatial Informatics Group - SIG

    Bespoke QWRA

NEAR REAL-TIME Market

Pyrecast the next-generation wildfire forecasting platform

Commercial SaaS Offering

Watch Duty

PyreCast ® + Watch Duty ®

Green Shield Risk Solutions

Property Guardian Overwatch ®

Annualized Risk Market

Fire Factor

Climate Risk Financial Modeling

Delos Insurance

Home Insurance Powered by Science

Environmental Markets

Climate Forward California

Reduced Emissions from Megafires

Spatial Informatics Group - SIG

Bespoke QWRA

FORECASTING, MODELING, & RESEARCH PRODUCTS

Improving Wildfire Behavior Forecasting Through Open Science and Cooperation

Wildfire FORECASTING

Pyrecast the next-generation wildfire forecasting platform

PyreCast, Pyregence’s flagship wildfire forecasting application, provides near-term projections of fire weather, risk, and spread potential up to 16 days in advance. Access the free, open version or explore the advanced, licensed capabilities that are available.

Simulation Models

CAWFE

ELMFIRE

GridFire

Pyretechnics

Pyregence supports and connects powerful models to simulate how fires behave and evolve across landscapes and time. These models help scientists and planners better predict wildfire behavior, understand vegetation changes, and assess long-term risks, supporting smarter decisions from the ground up.

Research

open, peer-reviewed science

Pyregence is built on open, peer-reviewed science that advances wildfire forecasting, emissions modeling, forest dynamics, and decision support. Research conducted by the Pyregence Consortium fills critical knowledge gaps in fire weather patterns, smoldering combustion, post-drought fuel dynamics, the impacts of megafires on ecosystems, and more.