Prescribed Fire Monitoring and Reporting

Prescribed Fire Monitoring and Reporting


Department: California Air Resources Board (CARB)


Program Description: Successfully increasing prescribed fire must be supported with effective planning, smoke monitoring and reporting to assess health and climate impacts, as well as public education and outreach to secure awareness and support. Funding is included for the California Air Resources Board and local air districts for increased monitoring, permitting, and communication related to prescribed fire.

Program Impact: Air districts statewide have achieved documented increases in prescribed burn smoke monitoring, and in public notification and public education. Smoke monitors are cached at five locations across the state for air district use. The California Smoke Spotter mobile app received several upgrades in 2022 to improve the public burn and smoke notification platform, including more frequent refreshing of burn status and wildfire notifications added to existing information on individual prescribed burns. The State’s voluntary prescribed fire information reporting system (PFIRS) for smoke management is being upgraded in coordination with data system improvements at CAL FIRE and other agencies.

Resilience in Action: In the three years since inception of the CARB prescribed burn reporting and monitoring program, June 2019 to June 2022, the state’s air districts logged 9,449 reported prescribed burns, representing more than 366,000 total acres managed. Burns monitored statewide for air quality impacts totaled 987 over the same period, representing a 60 percent average year-over-year increase in burn monitoring from 2020 to 2022.

Program Website Links:

Traditional Media Coverage:

California Smoke Spotter 2.0 launch (August 2022):

 Since California Smoke Spotter was first launched in May 2021, and with the addition of wildfire smoke information and forecasting in August 2022, nearly 8,000 users have downloaded the app.

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Sky view through trees

State Demonstration Forests

State Demonstration Forests


Department: CAL FIRE


Program Description: The California Department of Forestry and Fire Protection (CAL FIRE) operates nine Demonstration State Forests totaling approximately 72,000 acres. The forests represent the most common forest types in the state.

These living laboratories focus on applied research and testing the best forest management practices for carbon sequestration, forest health and fire resilience. Demonstration forests provide answers to some of the most difficult forest management questions that we currently face under a rapidly changing climate, from stand-density to ecological co-benefits to better understanding forest hydrology.

With the ability to conduct decadal-long studies, the demonstration forests inform updates to the forest practice rules governing the 8 million acres of commercial timberlands in California. The forests also provide research and demonstration opportunities for natural resource management, along with recreation opportunities, fish and wildlife habitat, and watershed protection.

Program Impact: In addition to supporting operating costs, this $10 million investment is critical to help modernizing the mission of the demonstration forests. Activities will include:

  • A carbon sequestration study
  • Prescribed fire research
  • Fuel reduction work to enable prescribed fires
  • Upgrades to trails and recreational facilities
  • Improved community communication programs
  • Resources to support tribal co-management

Mountain Home: The 2020 and 2021 fire seasons killed an unprecedented number of monarch giant sequoias in California. However, the grove of old-growth Giant Sequoias at Mountain Home were protected from catastrophic loss during the 2020 Castle Fire due to a decade of active management, including timber harvest, fuel reduction, and prescribed burning. Funding supported removal and burning of post-fire woody debris to prepare approximately 400 acres for reforestation. 212,000 seedlings, including 25,000 giant sequoias were planted in 2022. Another 10,000 giant sequoia seedlings are being grown at the LA Moran Reforestation Center for planting in 2023 to complete post-fire reforestation efforts.  Mountain Home Giant Sequoia Grove Post-Castle Fire (2020) statistics:

  • 2022 Re-inventoried Giant Sequoia: 4,483
  • Mortality: 335 (7.5 percent)

Jackson Demonstration State Forest: Understanding the role forests play in watersheds is crucial, especially during California’s ongoing mega drought. The Jackson Demonstration Forest has been conducting one of the most comprehensive forest hydrology studies in the nation with data going back to 1962. CAL FIRE just executed a 100-year Memorandum of Understanding with the US Forest Service Pacific Southwest Research Station to continue the Caspar Creek Watershed Experiment. The third experimental harvest in this study occurred in 2018. Specific plots were harvested at different densities to track the water yield relative to the forest density. The 2018 harvest is starting to yield preliminary results on the influence of forest stand density reduction on watershed function and yield. This is critical to understanding how forests can help protect watershed and mitigate drought conditions.

Advancing Scientific Understanding of Forests, Fire, and Climate Change: The following scientific studies are being undertaken on Demonstration State Forests to contribute to our knowledge of forests as a nature-based solution to climate change and demonstrate resilient forest landscape conditions to private landowners.

  • Adaptive Management Experiment for Coastal Redwoods: Led by Dr. Sarah Bisbing, University of Nevada Reno, this study will develop three foundational silvicultural treatments to prepare forests for disturbance events exacerbated by a changing climate. Resilience treatments will facilitate recovery of pre-disturbance forest structure. Resistance treatments will allow for the recovery of ecological functions of a forest though the structure and composition may change. Transition treatments will help forests adapt to a changing climate when the forest cannot recover without active intervention. This replicates an ongoing study in the Sierra Nevada forests.
  • Potential Elite Tree Identification: Led by Dr. Stephen Sillett, Cal Poly Humboldt, this study will help us understand traits of individual redwood trees in managed forests with the greatest capacity for carbon sequestration and long-term carbon storage.
  • Mitigating Wildfire Hazard in the Redwoods: Led by Dr. Pascal Berrill, Cal Poly Humboldt, this study will evaluate the effectiveness and tradeoffs of six common fuel treatments in coastal redwood forests. This funding will facilitate the pre-treatment of approximately 300 acres with mastication and hand crews prior to the reintroduction of prescribed fire. This will contribute to the knowledge of the safe and effective reintroduction of fire into coast redwood forests.
  • Cultural Burning for Tanoak Improvement: This study is being conducted in coordination with a local Native American Tribe in Mendocino County to reduce the incidence of acorn weevils and improve acorn production within a coastal redwood forest.

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Tree Root

Interagency Forest Data Hub

Interagency Forest Data Hub


Department: CAL FIRE


Program Description: The Hub will expand data sharing and require annual reporting, including acres treated, in a common data repository. These coordinated information products would be rapidly and reliably made available to land managers and decision-makers. CAL FIRE is entering into a 3-year research grant agreement with the Climate and Wildfire Institute (CWI) to develop a Phase 1 Forest Data Hub. The priority for Phase 1 of the Forest Data Hub is to meet the information needs of the Million Acre Strategy.

Program Impact: The development and sustainment of the Hub will help ensure interagency assets are centrally accessible to all government scientists and land managers, university researchers, NGOs, and other users across the state, to ensure policy makers and land managers are using the most up-to-date data and analytics to inform policy, planning, monitoring, and reporting. Phase 1 of the Forest Data Hub will provide functionality to directly support the Million Acre Strategy and in doing so will address complex issues related to data sharing models, data governance, and security issues.

The key components of the Phase 1 Forest Data Hub include:

  • Treatment tracking of fuel reduction and other vegetation management projects across State, Federal, and local entities
  • Dashboards that provide for reporting status of metrics/indicators
  • Support and access to data sets in the Regional Resource Kits
  • Improved access to data analytics, planning applications and data visualization tools (i.e. Planscape, Pyrologix, etc.)
  • Access to existing forest resources data sets that support the Million Acre Strategy

The Hub may host new and emerging technologies designed to inform forest management practices at multiple scales tied to the Regional Forest and Fires Capacity Program.

Resilience in Action: The Hub is developing an interagency forest treatment tracking system, which will capture projects funded through the State’s wildfire resilience funding as well as federal and state partners. This fulfils one of the key actions of the Forest and Wildfire Resilience Action Plan. The Phase 1 of the Forest Data Hub will provide support for regional planning to expand the pace and scale of fuel reduction projects and related vegetation management projects.

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Remote Sensing

Remote Sensing


Department: CNRA


Program Description: CNRA is investing in high resolution data and analytical products for public safety and to protect ecosystems. Developing reliable base data such as remote sensing like LiDAR will improve predictivemodeling, project planning analytics, and long-term monitoring.

Program Impact: In addition to nearly $8 million dedicated to new LiDAR data collections across California , the remainder of CNRA’s Remote Sensing Portfolio (nearly $17 million) will deliver new remote sensing acquisitions, processed data products and analytics for application, including:

  • Establishment of the first remote sensing flux tower network in the California. This will collect data on water and carbon dynamics necessary to calibrate satellite- based data products and inform forest health, carbon, and management assessments.
  • Production of forest structure and individual tree information using high resolution data for applications including forest, post-fire, carbon, and biodiversity assessments to inform management interventions and fire and fuels mapping updates.
  • Statewide Vegetation Change Detection System to remotely detect disturbances in fire-prone areas of California. This will help identify impacts from fire, tree mortality and timber harvest and inform evaluations of forest cover loss and recovery. This will help determine where quick intervention is needed to prevent forest canopy loss and prevent native shrublands from converting to invasive grasses.
  • Statewide Wildfire and Forest Resilience Evaluation System blending field-based and remotely sensed data including water, biodiversity, forest, and carbon to spatially assess and quantify wildfire and forest ecosystem response to management including fuel reduction and forest health treatments. This will be a critical piece of an effective monitoring system.
  • Collect and process on-demand, remotely-sensed data and imagery to provide timely public safety information critical for assessing post-wildfire geologic and hydrologic hazards on state and federal responsibility areas.
  • Establish a wildfire resilience planning tool, called Planscape, which will help the wide array of wildfire resilience practitioners have the latest science and modeling at their fingertips as they design fuel breaks and forest health projects.

Resilience in Action:

LiDAR: In partnership with the USGS matching grants, California has already collected nearly 30 million acres of new LiDAR data throughout the Sierra Nevada and northern California. This fills in gaps and ensures that nearly every high fire risk region of the State has current LiDAR which will enable a detailed and updated understandingof the major fire impacts and risks across California’s critical fire-prone watersheds.

Planscape: In a public-private partnership with Google.org and the California Natural Resources Agency, the team has developed Planscape, a decision-support tool that makes it easier for planners to design wildfire resilience projects with additional environmental benefits, like biodiversity, carbon storage or even future climate modeling. The program uses State and federal data layers (like LiDAR) and models and developed an interactive user interface so the science interments from the State are easily accessible and usable to planners. Given the wide array of organizations implementing California’s $2.7B wildfire resilience program, Planscape will make it easier for State, Federal, Tribal and local foresters and environmental scientists to have consistent science and models at their fingertips when designing their projects. This will enable more precise targeting and program design. The tool is anticipated to be publicly available in late 2023.

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Research and Monitoring Program (FRAP)

Research and Monitoring Program (FRAP)


Department: CAL FIRE


Program Description: CAL FIRE (FRAP) implements a Research and Monitoring program that supports:

  • Forest Inventory & Analysis (FIA) Program Intensification – re-measurement of California forests in half the normal time (i.e. moving from a 10yr to a 5yr re-measurement cycle)
  • Increased prescribed fire monitoring to better understand effectiveness of expanded use of prescribed fire
  • Collaborative research in wildfire and forest health issues
  • Forest Health Research grants

Program Impact: A network of thousands of forest measurement plots throughout California represent California’s portion of the national Forest Inventory & Analysis program. These plots are typically re-measured every decade for specific ecological indicators, creating a measured dataset that informs the State’s understanding of biodiversity, forest growth rates, carbon storage, and climate risks. Given the speed of climate change and stressors, this funding is enabling CAL FIRE to measure these plots every five years, rather than ten, to ensure decisions are being made on the most current ecological realities. Funding established two FIA Coordinator positions that will expand CAL FIRE’s capacity to implement FIA Intensification and to report on forest health trends.

  • FIA data is a primary dataset informing annual reports to the Board of Forestry, and portions of the California Forest and Rangeland Assessment published every 5-years
  • FIA data is a primary dataset informing the Pacific Coast Region Temperate Forest Carbon Stocks and Flux: 2001-2019, a regional forest carbon assessment of British Columbia, California, Oregon, and Washington (currently in draft)

FIA plot sampling measuring diameter at breast height of a redwood in Del Norte County

Prescribed fire monitoring Big Trees State Park

Funding for prescribed fire monitoring supports multiple and complementary university contracts (UC Davis, Chico State, San Jose State). This allows for increased capacity to conduct monitoring across a variety of vegetation types and provides an opportunity to support a broader diversity of students.

Wildfire resilience investments allowed the Forest Health Research Program to fund roughly a third of the competitive grant proposals submitted. The program received research proposals totaling $22 million in the last grant solicitation, including $1.5 million for three new projects on CAL FIRE Demonstration State Forests.

Resilience in Action: Examples of funded and ongoing monitoring and research studies include:

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Residential Centers (Capital Outlay)

Residential Centers (Capital Outlay)


Department: California Conservation Corps


Program Description: To further expand forestry corps and fire crews the CCC is expanding and enhancing the Residential Program. With housing insecurities, lack of affordable housing, homelessness, and other social factors that can impact vulnerable youth, expanding residential program does not only promote Corpsmembers’ wellbeing, but also enhances the communities in which they serve. Most residential locations are in rural locations where population numbers couldn’t field 4-6 youth crews. Additionally, Corpsmembers experiencing new communities embodies the inclusive nature of the CCC. Residential locations also help with fire or other emergency response time as the Corpsmembers are available and ready throughout the entire day, seven days a week.

Program Impact: Opening of the new residential dorms and kitchen complex at the Placer Center located in Auburn, CA enabled 90 Corpsmembers to return to that community and complete very meaningful fuel reduction work. It has also provided a quicker response time for two Type I fire crews working out of the residential facility as they are there 24 hours a day.

This investment is launching capital development projects for building residential facilities for new fuel and fire crews at the CCC Auberry and Los Piños facilities.

Program Impact: Working closely with DGS plans and specifications for both the Los Piños and Auberry projects are being developed with anticipated completion of Preliminary Plans in June and April 2023, respectively.

Resilience in Action:

  1. Placer Center Tour Note the linked video highlights the completed construction and the Corpsmember experience as of Fall 2022.
  2. Los Piños Center Tour: The linked video highlights the facility and the project work.

Completed Placer Center dormitory building.

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Program Social Media:

  1. Facebook
  2. YouTube
  3. Instagram
  4. TikTok


Biomass

Market Development

Market Development


Department: Office of Planning and Research


Program Description: Diverting forest residues for productive use can help increase the pace and scale of forest restoration efforts in California, reducing vulnerability to wildfire, supporting rural economic development, and promoting carbon storage. The Wildfire and Forest Resilience Action Plan identifies the development of, and access to, markets for these residues as a key barrier to conducting necessary treatment activities across priority landscapes in the state. The development of such a market for residues has been hampered by the lack of any centralized broker capable of entering into long-term feedstock supply contracts.

To address this challenge, OPR has funded five pilot projects to develop regional strategies to establish reliable access to forest biomass through a variety of feedstock aggregation mechanisms and organizational innovations. The pilots will develop plans to improve feedstock supply chain logistics within each target region through the deployment of a special district with the authority and resources to aggregate biomass and facilitate long-term feedstock contracts. Each pilot will assess market conditions, evaluate infrastructure needs, and work to enhance economic opportunities for biomass businesses in their project regions. The pilots are distributed across 17 counties in the Central Sierra, Lake Tahoe Basin, Northeast California, North Coast and Marin County.

Program Impact: In Fiscal Year 2021-2022, OPR was appropriated $3 million from the Wildfire and Forest Resilience Early Action Package (SB 85), to support the development of five feedstock aggregation pilot projects. In Fiscal Year 2022-2023, OPR was provided an additional appropriation of $2 million under AB 179, to enhance forest sector market development and to facilitate implementation of the pilot projects.

In 2022, OPR awarded $2.5 million to launch the pilots through five grants, each in the amount of $500,000 to Fall River RCD, Marin RCD, County of Humboldt, Placer County Water Agency, and Mariposa County RCD. An additional $350,000 was awarded to the University of California at Davis, Cal Poly Humboldt and Cal Poly San Luis Obispo to produce a digital marketplace, using remote sensing data and artificial intelligence, in an enhanced web application to coordinate biomass aggregation and to facilitate an online exchange between buyers and sellers of forest biomass within the OPR pilot project regions.

At present, OPR is in the process of updating project scopes and amending each grant agreement to provide additional funding to finance implementation of the pilots and to complete the construction of the web application.

Resilience in Action: Through the deployment of the pilots, OPR is supporting capacity building within local governments to improve landscape resilience to wildfire, increase forest biomass aggregation and enhance market development for wood products. The development of the OPR pilot program has sent a strong demand signal to the market not only in California but across the country and around the world. In response to these strategic planning activities, OPR has received strong interest from the biomass industry ranging from biofuels, bioenergy, biochar, CLT and mass timber producers. In anticipation of the OPR pilots and their project activities, a dozen or more biomass industry members have been actively coordinating with OPR, GO-Biz and I-Bank to evaluate project sites and secure funding for biomass facilities within the five OPR pilot project regions. These businesses have expressed strong interest in investment opportunities that otherwise would not be financially feasible without the feedstock aggregation activities under development within the OPR pilots. Based upon the interest expressed through biomass business inquires at GO-Biz, the project has sent a strong demand signal to the biomass industry that California is ramping up and creating an attractive economic environment to drive sustainable forest management and increase community fire resilience benefits.

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Trees at Sequoia National Park

Climate Catalyst Fund

Climate Catalyst Fund


Department: IBank


Program Description: Businesses in the forestry sector face real challenges raising capital in the private lending market. Creating lower-interest loans removes a major market barrier and expands critical businesses in this sector from micro-mills to masticators to innovative wood and energy products. The Climate Catalyst Fund was established with early action funds in 2020-21 to help jumpstart private sector equipment using wood and woody material removed from forests for wildfire resilience.

Program Impact: Capital was provided in the fall of 2021, along with a crucial legislative change to enable IBank to receive the funds appropriated in 2020-21 and 2021-22. The program was then formally launched in January 2022 and is actively looking at transactions. IBank’s Catalyst Fund team is in advanced lending discussions with six project developers, each one of which is bringing significant private capital to the transaction alongside the state’s investment. Because of the presences of these outside investors, each project negotiation exhibits its own particular complexities – these deals take time, certainly more so than grant allocations do. In addition to Catalyst Fund activity, IBank is working alongside CAL FIRE to support the agency’s financing of projects in the biomass utilization sector, and is leveraging its small business loan guarantee program to encourage community-scale lenders to invest in this sector. IBank continues to support market growth by utilizing other state and federal funding mechanisms where individual transactions allow, and by connecting businesses, NGOs, and public entities in this sector to IBANK’s broader network of financing resources.

Resilience in Action: With the combination of appropriated funding and legislative authorization for IBank to receive and deploy capital, IBank leadership was able to seek and ultimately receive IBank Board approval to launch the program in January 2022. In 2022, , IBank received more than 40 expressions of interest in receiving loans or guarantees from the Climate Catalyst Fund. The IBank staff is currently reviewing expressions of interest, working with entities across the state to support the advancement of projects, and engaging third-party capital partners to further leverage state dollars.

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Urban and Community Forestry

Urban and Community Forestry


Department: CAL FIRE


Program Description: The Urban and Community Forestry Program leads the effort to expand urban forests in California. From mitigating extreme heat, reducing greenhouse gasses, and improving local air, soil, and water quality, to providing an environment better for mental and physical health and wellbeing, trees improve the quality of life in urban environments where 95% of Californians live. Urban forests are crucial for community resilience and the UCF Program helps create more sustainable urban forests by planting trees, improving regional and local policies, building partnerships, expanding the tree care industry workforce, and supporting education and outreach. The program offers grants for several urban forestry related purposes including urban tree canopy expansion, improved urban forest management, education and workforce development, creating healthier and more natural schoolyards, and urban wood and biomass utilization. There is a very strong emphasis on serving disadvantaged communities, as they are nearly always the communities with the lowest canopy cover and fewest urban forest resources.

Program Impact: With the wildfire resilience funding, the Urban and Community Forestry Program awarded 40 new grants (2021-22-grant-awards_web.pdf (ca.gov)), which will plant more than 37,000 trees, reduce greenhouse gases by nearly 173,000 metric tons annually, and provide workforce development by training, educating, and/or assisting in job placement for more than 1,000 individuals in urban forestry programs. An overview of the Urban and Community Forestry Program grants program is available at, Urban and Community Forestry Grant Programs (ca.gov).

Resilience in Action: The Oakland based non-profit, Planting Justice developed partnerships with the City of Oakland, Alameda County, University of California Davis, and the City of Sacramento for an Urban Forestry Education and Workforce Development grant with total project funding of nearly $3 million (grant funding of $1,453,495; matching $1,458,995). The project is focused on training, education, and job placement for formerly incarcerated and at-risk individuals from black, indigenous and people of color populations to work in urban nursery production. The grant allows Planting Justice to hire and train 15 additional staff for established programs and expand its service area from Alameda County to include a satellite facility in the Sacramento region. This project builds on the $28 million Transformative Climate Communities grant in east Oakland which produced a multitude of community benefits as documented in the “Going Deep” video presented at the Catalyst Conference February 2023.

Keta Price presenting “Going Deep” documentary

CalFire Planting Trees with Kids

CAL FIRE Urban Forester plants trees with students during a community event. 

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Fire Crews

Fire Crews


Department: California Conservation Corps


Program Description: The California Conservation Corps operates more than two dozen wildland firefighting hand crews. These fire hand crews operate at 15 CCC locations across California. The CCC partners with CAL FIRE, U.S. Forest Service, Bureau of Land Management, and National Parks Service to provide hand crews to fight and prevent wildland fires throughout the state.

In 2021, the Legislature and administration approved funding for 8 permanent (“year-round”) and 6 seasonal CCC-CAL FIRE crews. This partnership addresses the state’s need for increased firefighting capacity and workforce development. The effect is two-fold: in the off season, greater fuels work is completed; and during fire season, there are more crews for fire and emergency response. Altogether, these crews work toward decreasing the impact of, if not preventing, catastrophic wildfires.

Program Impact:

In 2021, and per the Fire Resiliency package, the CCC onboarded the following fire crews:
Year-round: Delta (2), Tahoe (2), Los Piños (2)
Seasonal: Fortuna (1), Monterey
(Watsonville) (1), Pomona (1), Redding (1), San Diego (1), and Ukiah/Willits (1)

In 2022, and per the Fire Resiliency package, the CCC funded the following fire crews:
Year-round: Los Piños (2*), Ukiah/Willits (2*), Monterey (Watsonville) (1), Pomona (1), San Diego (1), and Fresno (1)
Seasonal: Fortuna (1) and Redding (1)

*The second Ukiah/Willits crew and the two Los Piños crews have been delayed and are expected to be fully implemented in the spring of 2023.

Resilience in Action:

  1. Between July 1, 2021, and December 31, 2021, the CCC had 46 Corpsmembers transition out of the CCC into jobs related to fire, forestry, or arborist-related careers.
  2. 2021 – Together, these 12 crews went on 260 dispatches to a total of 166 incidents. They were assigned to these incidents for an aggregated 1,121 days. Corpsmembers from these crews had 191,071 emergency project hours. This does not count hours that were not invoiced (e.g., several single day fires that were extinguished within the regular workday).
  3. 2022 – Together, the seven crews funded in 2022 went on 85 dispatches to a total of 66 incidents, so far in the current fiscal year. They were assigned to these incidents for an aggregated 253 days. Corpsmembers from these crews have 46,482 emergency project hours.

Tahoe crews 1 and 2 work to contain the Colorado Fire in Monterey County as the sun sets on the Pacific in January 2022.

Corpsmembers with San Diego 4 keep a close eye on a controlled burn during training.

Corpsmembers from Monterey Bay 1 fire crew prepare for their next task following a line cut during the annual readiness exercise.

A Corpsmember with Pomona 1 fire crew uses a drip torch during a burn pile project in San Bernardino County.

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