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 The database provides a listing of fire research publications relevant to Alaska and a venue for sharing unpublished agency reports and works in progress that are not normally found in the published literature.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 1370
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
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
The growing complexity and duration of wildland fires continues to challenge the capability and expertise of U.S. Forest Service agency administrators, fire managers and the wildfire response system as a whole. As wildfires become more complex and the risk to firefighters, the…
Type: Tool
Source: FRAMES
Cline
Dr. Cline presents a way to resolve complex adaptive problems in an immersive, but constrained (five minutes or less), temporal environments, where the consequence of failure can be critical.
Year: 2022
Type: Media
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
Raoelison, Valenca, Lee, Karim, Webster, Poulin, Mohanty
Surface runoff mobilizes the burned residues and ashes produced during wildfires and deposits them in surface waters, thereby deteriorating water quality. A lack of a consistent reporting protocol precludes a quantitative understanding of how and to what extent wildfire may…
Year: 2023
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
Tzoumas, Pitonakova, Salinas, Scales, Richardson
Wildfires affect countries worldwide as global warming increases the probability of their appearance. Monitoring vast areas of forests can be challenging due to the lack of resources and information. Additionally, early detection of wildfires can be beneficial for their…
Year: 2023
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
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
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
Smith, Lamborn
In a rapidly changing environment where fires are becoming more frequent and severe, we need information and tools that can help us understand the broad scope of impacts fire can have in complex social-ecological systems. Taking a novel approach, we used a social-ecological…
Year: 2022
Type: Document
Source: FRAMES
Thompson
In this presentation, Dr. Thompson will explore themes of slack and scarcity and how they relate to multi-scale concepts of strategy, performance, and analytics in wildfire. While the description is short, this webinar contained a fascinating collection of concepts, statistics,…
Year: 2023
Type: Media
Source: FRAMES
Xu, Wooster
The Sea and Land Surface Temperature Radiometer (SLSTR) senses the Earth from onboard two concurrently operating European Copernicus Sentinel-3 (S3) satellites. As the Terra platform carrying the Moderate Resolution Imaging Spectroradiometer (MODIS) is reaching its end of life,…
Year: 2023
Type: Document
Source: FRAMES
Zhang, Mao, Ricciuto, Jin, Yu, Shi, Wullschleger, Tang, Liu
Contemporary fire dynamics is one of the most complex and least understood land surface phenomena. Global fire controls related to climate, vegetation, and anthropogenic activity are usually intertwined, and difficult to disentangle in a quantitative way. Here, we leveraged an…
Year: 2023
Type: Document
Source: FRAMES
Dockter
In this Open Office Hour, KBR Vegetation Scientist, Daryn Dockter discusses the ins and outs of how LANDFIRE maps Existing Vegetation Cover and Existing Vegetation Height products. Throughout the talk, he describes the update process and methods used to develop these highly…
Year: 2022
Type: Media
Source: FRAMES
St. Denis, Short, McConnell, Cook, Mietkiewicz, Buckland, Balch
This paper describes a dataset mined from the public archive (1999–2020) of the US National Incident Management System Incident Status Summary (ICS-209) forms (a total of 187,160 reports for 35,170 incidents, including 34,478 wildland fires). This system captures detailed daily/…
Year: 2023
Type: Document
Source: FRAMES
Murphy, Alpers, Anderson, Banta, Blake, Carpenter, Clark, Clow, Hempel, Martin, Meador, Mendez, Mueller-Solger, Stewart, Payne, Peterman, Ebel
Wildfires pose a risk to water supplies in the western U.S. and many other parts of the world, due to the potential for degradation of water quality. However, a lack of adequate data hinders prediction and assessment of post-wildfire impacts and recovery. The dearth of such data…
Year: 2023
Type: Document
Source: FRAMES
Belval, McCaffrey, Finney, Calkin, Greer
In the 2020 fire season, the fire management community developed and tested a wide range of new practices to meet challenges posed by the coronavirus pandemic. To better understand the effectiveness of different innovations and which should be considered for more permanent use,…
Year: 2023
Type: Document
Source: FRAMES
Granda, Leon, Vitoriano, Hearne
Wildfires are recurrent natural events that have been increasing in frequency and severity in recent decades. They threaten human lives and damage ecosystems and infrastructure, leading to high recovery costs. To address the issue of wildfires, several activities must be managed…
Year: 2023
Type: Document
Source: FRAMES
The Forest Inventory and Analysis (FIA) program of the Forest Service, an Agency of the U.S. Department of Agriculture, provides what is arguably the most valuable forest resource dataset in the United States. These data are the basis for numerous inquiries across a wide range…
Year: 2022
Type: Document
Source: FRAMES
Smith, Chi
Background
: Climate change impacts humans and society both directly and indirectly. Alaska, for example, is warming twice as fast as the global mean, and researchers are starting to grapple with the varied and interconnected ways in which climate change affects the people there…
Year: 2023
Type: Document
Source: FRAMES