Building a Smarter Wildfire Innovation Ecosystem

Innovative approaches to wildfire management could help make catastrophic fires a thing of the past.

Wildfires in the United States have become more frequent and more destructive. Across the nation, wildfires costing billions of dollars are putting lives, homes, and ecosystems at risk. These disasters create enormous strain on federal land managers, state forestry and fire agencies, local and tribal governments, nonprofits, insurers, utilities, private companies, and fire-exposed communities.

Fortunately, new approaches to wildfire management, driven by innovative technologies, could help make catastrophic fires a thing of the past.

Steps to Strengthen and Accelerate Innovation in Wildfire Technology

RAND researchers drew on acceleration lessons from four U.S. federal technological innovation agencies whose job is to move new ideas into use:

  • Advanced Research Projects Agency–Energy
  • Defense Advanced Research Projects Agency (DARPA)
  • Defense Innovation Unit (DIU)
  • In-Q-Tel

Establish a Strategic Coordination Entity

RAND’s analysis has identified a new federal innovation-acceleration coordinating entity as the most straightforward way to address challenges in the innovation system. In particular, structuring such an agency as a network administrative organization—an administrative entity that governs and convenes but doesn’t control processes—would provide an independent and neutral backbone that can build trust across the complex wildfire technology innovation system, scale coordination, and accelerate technology adoption. Researchers also identified a set of core activities the coordination entity should oversee based on the needs of the innovation system and promising practices in other innovation organizations.

Support Core Activities that Contribute to Acceleration

  1. Span sectoral boundaries to connect innovators with funding, expertise, and strategic partners
  2. Build communities of interest
  3. Scan technology horizons
  4. Provide non-financial technology transition support, such as guidance on government procurement practices
  5. Make targeted investments that drive additional private-sector investment (i.e., “halo” investments)
  6. Directly fund research and development (R&D)
  7. Provide funding via prizes to attract talent and attention
  8. Balance the investment portfolio across the wildfire management cycle, including mitigation, prevention, and recovery

Why We Need Innovation in Wildfire Technology

Wildfire is now a systemic risk in the United States. Fire seasons have become longer, and nearly one-third of U.S. households—roughly 50 million—sit in the wildland-urban interface (WUI), where development meets flammable vegetation. And the danger is not confined to the West—for example, portions of the Texas, Oklahoma, and Florida all face concentrated wildfire risk.

More than one-third of the U.S. population and one-third of U.S. buildings are in counties with high wildfire risk.

The consequences of these disasters extend far beyond the fire line. Large fires disrupt local businesses, hurt property values, damage transportation and utility networks, and shift public dollars from other uses to emergency response and recovery. As catastrophic losses mount, insurance providers restrict coverage or raise rates, pushing more households onto last-resort insurance plans and, in some areas, threatening mortgage availability and housing supply.

Technology has the potential to provide significant support across the wildfire management cycle, including mitigation, prevention, and recovery.

Sample Tech

Preventing Fires

Satellite data and modeling can prescribe thinning and fire and robotic systems can clear vegetation and create firebreaks.

A man in a red shirt points at a heat map on a large screen

A Burn Bot machine, used to safely create firebreaks, being operated in a field.

Photo by Burn Bot Inc.

Detecting fires early

An AI-enabled wildfire sensor network can see and “smell” wildfires and provide real-time data to emergency responders.

A satellite image of California's 2024 Park Fire

A satellite image of California's Park Fire and smoke on July 26, 2024.

Image by NOAA Satellites

Monitoring for Situational Awareness

Uncrewed aircraft and satellites can provide situational awareness of ongoing fires.

Two USDA Forest Service employees operate a monitoring drone

Two USDA Forest Service employees operate a monitoring drone during a prescribed burn in Inyo National Forest.

Photo by Lisa Cox/USDA Forest Service

Responding to Fires

Improved safety gear can protect firefighters and autonomous vehicles can go where humans can’t safely go during response.

Modern firefighting robot with a hose for penetration into dangerous areas.

Modern firefighting robot with a hose for penetration into dangerous areas.

Photo by PaulGulea / Getty Images

The Wildfire Technology Innovation System Involves Three Stakeholder Groups

Three major actors shape innovation in wildfire management and resilience: innovators that create, accelerators that advance and disseminate, and end users who apply the results.

Examples of Wildfire System Innovators, Accelerators, and Users

Innovators

Organizations or individuals that develop, test, and refine new solutions or practices.

Federal
  • U.S. Fire Administration
  • U.S. Forest Service
  • National Aeronautics and Space Administration
  • Department of War
State
  • Wildfire agencies
  • University research centers
Private/Civil
  • Scientists
  • Fire tech companies

Accelerators

Organizations or individuals that provide money, ideas, connections, and governance.

Federal
  • Fire, disaster, space, weather, and land management agencies
  • Congress
State
  • Wildfire agencies
  • University research centers
Private/Civil
  • Scientists
  • Fire tech companies

Users

Wildfire stakeholders who use technology products.

Federal
  • Land management agencies
  • Wildfire agencies and first responders
State
  • SLTT wildfire agencies and first responders
  • Forest management communities
Private/Civil
  • Insurance, mortgage, and utility companies
  • Private landowners
  • Conservation groups

Several Obstacles Impede the Wildfire Technology Innovation Pipeline

The existing wildfire technology innovation pipeline has weaknesses that hurt both technological advances and impede scaling to users. A critical challenge is the fragmentation of wildfire management organizations, which prevents strategic, scalable innovation. Organizations such as federal forest and land management agencies, state and local fire and emergency management departments, and others have distributed authorities and operate with different time horizons, budgets, and data. This fragmentation can lead to

  • innovators receiving unclear guidance about what users need and having to deal with varying procurement processes,
  • challenges with scaling technologies across diverse agency standards and interoperability for end users, and
  • limited funding for innovation projects and a century-long focus on suppression technologies rather than mitigation, preparedness, or recovery.

In addition to these silo issues, the number of wildfire technology innovators is growing, making it difficult to track what each actor is doing. In the acceleration space, venues and innovation champions that help push forward funding and adoption are primarily ad hoc. These conditions limit strategic coordination that could accelerate innovation.