The Alaska Reference Database originated as the standalone Alaska Fire Effects Reference Database, a ProCite reference database maintained by former BLM-Alaska Fire Service Fire Ecologist Randi Jandt. It was expanded under a Joint Fire Science Program grant for the FIREHouse project (The Northwest and Alaska Fire Research Clearinghouse). It is now maintained by the Alaska Fire Science Consortium and FRAMES, and is hosted through the FRAMES Resource Catalog. The database provides a listing of fire research publications relevant to Alaska and a venue for sharing unpublished agency reports and works in progress that are not normally found in the published literature.
Type
Topic
Year
Displaying 1 - 25 of 100
A wildfire smoke detection system using unmanned aerial vehicle images based on the optimized YOLOv5
Wildfire is one of the most significant dangers and the most serious natural catastrophe, endangering forest resources, animal life, and the human economy. Recent years have witnessed a rise in wildfire incidents. The two main factors are persistent human interference with the…
Year: 2022
Type: Document
Source: FRAMES
Al Abri
Wildfires have caused significant ecological and social losses in terms of forest benefits, private dwellings, and suppression costs. Although great efforts have been made in wildfire policies and wildfire-mitigating strategies on private and public lands, devastating wildfires…
Year: 2022
Type: Document
Source: FRAMES
Yung, Gray, Wyborn, Miller, Williams, Essen
Background: Wildfire mitigation is becoming increasingly urgent, but despite the availability of mitigation tools, such as prescribed fire, managed wildfire, and mechanical thinning, the USA has been unable to scale up mitigation. Limited agency capacity, inability to work…
Year: 2022
Type: Document
Source: FRAMES
Barkjohn, Holder, Frederick, Clements
PurpleAir particulate matter (PM) sensors are increasingly used in the United States and other countries for real-time air quality information, particularly during wildfire smoke episodes. Uncorrected PurpleAir data can be biased and may exhibit a nonlinear response at extreme…
Year: 2022
Type: Document
Source: FRAMES
Clarke, Nolan, de Dios, Bradstock, Griebel, Khanal, Boer
Levels of fire activity and severity that are unprecedented in the instrumental record have recently been observed in forested regions around the world. Using a large sample of daily fire events and hourly climate data, here we show that fire activity in all global forest biomes…
Year: 2022
Type: Document
Source: FRAMES
Byerly Flint, Champ, Meldrum, Brenkert-Smith
Negative imagery of destruction may induce or inhibit action to reduce risks from climate-exacerbated hazards, such as wildfires. This has generated conflicting assumptions among experts who communicate with homeowners: half of surveyed wildfire practitioners perceive a lack of…
Year: 2022
Type: Document
Source: FRAMES
Peng, Wang
Fire detection based on computer vision technology can avoid many flaws in conventional methods. However, existing methods fail to achieve a good trade-off in accuracy, model size, speed, and cost. This paper presents a high-performance forest fire recognition algorithm to solve…
Year: 2022
Type: Document
Source: FRAMES
Climate changes are affecting virtually all National Park Service units and resources, and an assessment of climate vulnerabilities is important for developing proactive management plans to respond appropriately to these changes and threats. Vulnerability assessments typically…
Year: 2022
Type: Document
Source: FRAMES
Riley, Grenfell
This seminar is part of the USFS Missoula Fire Lab Seminar Series.
We used a random forests machine learning process to produce a tree-level model of the US by assigning forest plot data from Forest Inventory Analysis (FIA) to landscape data from LANDFIRE at 30x30 resolution.…
Year: 2022
Type: Media
Source: FRAMES
To collect partner and employee input on the Wildfire Crisis Strategy 10-year Implementation Plan, the Forest Service and National Forest Foundation hosted a series of roundtable discussions in the winter and spring of 2022. Individual roundtables were focused on each of the…
Year: 2022
Type: Document
Source: FRAMES
Xu, You
The spatiotemporal variability of vegetation fires is essential for understanding changes in the climate and ecosystem in mountainous regions. MODIS Collection 6 active fire products indicate that the area burned by vegetation fires declined globally from over 4.27 million km2…
Year: 2022
Type: Document
Source: FRAMES
Flores, Fox, Iverson, Venette, Conley, Jahn, Howes, Haire
The USDA Forest Service anticipated that COVID-19 outbreaks among fire management personnel would potentially impact the agency’s ability to maintain the readiness of the wildland fire system and to respond to large complex wildfires across the country. In response, the agency…
Year: 2022
Type: Document
Source: FRAMES
Flores, Haire
In 2016, the US Forest Service initiated small-group safety discussions among members of its wildland firefighting organisation. Known as the Life First National Engagement Sessions, the discussions presented an opportunity for wildland firefighters to address systemic and…
Year: 2022
Type: Document
Source: FRAMES
Sadatrazavi, Motlagh, Noorpoor, Ehsani
Wildfires inflict damage on the ecology, economy and human lives globally, which is why they are studied as natural hazards. Policymakers can use fire prediction models to prioritize forest management and threats. In this study, an artificial neural network model is developed…
Year: 2022
Type: Document
Source: FRAMES
Mohapatra, Trinh
As fires grow in intensity and frequency each year, so has the resistance from their anthropic victims in the form of firefighting technology and research. Although it is impossible to completely prevent wildfires, the potential devastation can be minimized if fires are detected…
Year: 2022
Type: Document
Source: FRAMES
Orland, Kirschbaum, Stanley
Wildfire is a global phenomenon that has dramatic effects on erosion and flood potential. On steep slopes, burned areas are more likely to experience significant overland flow during heavy rainfall leading to post fire debris flows (PFDFs). Previous work establishes methods for…
Year: 2022
Type: Document
Source: FRAMES
Noonan, Seielstad
(1) Background: Federal land managers in the US are charged with risk-based decision-making which requires them to know the risk and to direct resources accordingly. Without understanding the specific factors that produce risk, it is difficult to identify strategies to reduce it…
Year: 2022
Type: Document
Source: FRAMES
EXECUTIVE SUMMARY: In the spring of 2022, wildfires caused by escaped prescribed fires compelled Chief Randy Moore of the U.S. Department of Agriculture, Forest Service to call for a 90-day pause in the agency’s prescribed fire program pending a program review.
A review team led…
Year: 2022
Type: Document
Source: FRAMES
Ager
In 2022 the US Forest Service launched an ambitious 10-year strategy to address the escalating wildfire danger in the U.S. “Confronting the Wildfire Crisis: A Strategy for Protecting Communities and Improving Resilience in America’s Forests” includes a 10-year plan to…
Year: 2022
Type: Document
Source: FRAMES
Liang, Liu, Wang, Wang
Climate change is exacerbating the fire activity in Alaska, which exposes lives and properties to great risk, especially residents living in Wildland-Urban Interface (WUI). Therefore, it is crucial to characterize the spatial distribution and temporal dynamics of WUI and assess…
Year: 2022
Type: Document
Source: FRAMES
Improving fire outcomes for communities requires local organizing and action. The Fire Adapted Communities (FAC) Pathways Tool helps communities identify a set of strategies which are tailored to their strengths and needs, and based on practices which have been successful in…
Year: 2022
Type: Tool
Source: FRAMES
Bharany, Sharma, Frnda, Shuaib, Khalid, Hussain, Iqbal, Ullah
Forest fires are a significant threat to the ecological system’s stability. Several attempts have been made to detect forest fires using a variety of approaches, including optical fire sensors, and satellite-based technologies, all of which have been unsuccessful. In today’s…
Year: 2022
Type: Document
Source: FRAMES
Taylor, Roald
As wildfires in the United States are becoming more frequent and severe, mitigating the risk of wildfire ignitions from power line faults is an increasingly crucial effort. Long-term ignition prevention strategies, especially converting overhead lines to underground cables, are…
Year: 2022
Type: Document
Source: FRAMES
Niu, Nair, Zhang, Dixit, Murray-Tuite
Wildfires are becoming more frequent and increasing in intensity, which results in significant threats to human life and property. Road networks play an important role in emergency activities. It is reasonable that robust road connectivity will give evacuees and emergency…
Year: 2022
Type: Document
Source: FRAMES
Thompson, O'Connor, Gannon, Caggiano, Dunn, Schultz, Calkin, Pietruszka, Greiner, Stratton, Morisette
Background: The PODs (potential operational delineations) concept is an adaptive framework for cross-boundary and collaborative land and fire management planning. Use of PODs is increasingly recognized as a best practice, and PODs are seeing growing interest from federal, state…
Year: 2022
Type: Document
Source: FRAMES