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 The database provides a listing of fire research publications relevant to Alaska and a venue for sharing unpublished agency reports and works in progress that are not normally found in the published literature.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 2729
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
Wu, Fu, Zhang, Wu
Wildfire risks are increasing due to the atmospheric and vegetation aridity under global warming. Plant hydraulic stress (PHS) functions regulate water transport along the soil–plant–atmosphere continuum under water stress conditions, which probably results in shifts in…
Year: 2022
Type: Document
Source: FRAMES
Isaac, Toukhsati, Klein, Di Benedetto, Kennedy
Objective
This study aimed to establish the prevalence and to identify predictors of insomnia, nightmares and post-traumatic stress disorder (PTSD) in wildfire survivors.
Method
A total of 126 (23 males, 102 females, and 1 nonbinary individual, Mage = 52 years, SD = 14.4)…
Year: 2023
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
Finney
FlamMap is a fire analysis desktop application that runs in a 64-bit Windows Operating System environment. It can simulate potential fire behavior characteristics (spread rate, flame length, fireline intensity, etc.), fire growth and spread and conditional burn probabilities…
Year: 2022
Type: Tool
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
Borz, Proto, Keefe, Niţă
The use of electronics, close-range sensing and artificial intelligence has changed the management paradigm in many of the current industries in which big data analytics by automated processes has become the backbone of decision making and improvement. Acknowledging the…
Year: 2022
Type: Document
Source: FRAMES
Humber, Zubkova, Giglio
For the past two decades, satellite-derived activef fire data have been used in a multitude of operational applications and in a large and growing body of research on the role of fire within the Earth system. More recent work with satellite-based active fire data has been…
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
Goldstein, Kennedy
Background: Virtually every decision within wildland fire management includes substantial ethical dimensions. As pressures increase with ever-growing fires, it is becoming increasingly important to develop tools for assessing and acting on the values intrinsic to wildfire…
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
Podschwit, Potter, Larkin
Data on wildfire growth are useful for multiple research purposes but are frequently unavailable and often have data quality problems. For these reasons, we developed a protocol for collecting daily burned area time series from the InciWeb website, Incident Management Situation…
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
Bui, Timmermann, Lee, Maloney, Li, Kim, Shuman, Lee, Wieder
Midlatitude stationary waves are relatively persistent large-scale longitudinal variations in atmospheric circulation. Although recent case studies have suggested a close connection between stationary waves and extreme weather events, little is known about the global-scale…
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
Di Giuseppe
In 2021, the availability of a physical model for lightning density prediction at ECMWF led the development of data driven models to identify episodes conducive of fires. The machine-learning classifiers worked remarkably well reaching an overall accuracy up to 78%. Still,…
Year: 2022
Type: Document
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
Al-Bashiti, Naser
Whether triggered by natural or human-made events, wildfires are considered one of the most traumatic events to our community and environment. Thus, properly predicting wildfires continues to be an active area of research. This work showcases a statistical overview of the…
Year: 2022
Type: Document
Source: FRAMES
Zong, Tian
Most wildland-urban interface (WUI) areas in the world will face severe wildfire risks due to climate warming and rapid urbanization. Mitigating the damage caused by WUI fires has become a worthy topic for fire researchers and managers. In recent years, WUI fires have occurred…
Year: 2022
Type: Document
Source: FRAMES
Xu, Scholten, Hessilt, Liu, Veraverbeke
Overwintering fires are a historically rare phenomenon but may become more prevalent in the warming boreal region. Overwintering fires have been studied to a limited extent in boreal North America; however, their role and contribution to fire regimes in Siberia are still largely…
Year: 2022
Type: Document
Source: FRAMES
Grillakis, Voulgarakis, Rovithakis, Seiradakis, Koutroulis, Field, Kasoar, Papadopoulos, Lazaridis
Wildfire is an integral part of the Earth system, but at the same time it can pose serious threats to human society and to certain types of terrestrial ecosystems. Meteorological conditions are a key driver of wildfire activity and extent, which led to the emergence of the use…
Year: 2022
Type: Document
Source: FRAMES
Justino, Bromwich, Schumacher, Silva, Wang
Based on statistical analyses and Arctic Oscillation (AO) and the Pacific-North American pattern (PNA) induced climate anomalies in the 2001–2020 interval, it has been found that these climate modes drastically influence the fire danger (PFIv2) in differing ways across coastal…
Year: 2022
Type: Document
Source: FRAMES