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Digital dictionary for plot 5, 2016 Cedar Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2016 Cedar Fire, Sequoia National Forest, California, Tulare County, light wind, surface fire, burnout operation, fire suppression

Digital dictionary for plot 4, 2016 Cedar Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2016 Cedar Fire, Sequoia National Forest, California, Tulare County, light wind, burnout operation, activity fuels

Digital dictionary for plot 3, 2016 Cedar Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2016 Cedar Fire, Sequoia National Forest, California, Tulare County, light wind, surface fire, torching, burnout operation, fire suppression

Digital dictionary for plot 2, 2003 Black Mountain Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): Northern Rockies
Keywords: 2003 Black Mountain Fire, Lolo National Forest, Montana, Missoula County, high wind, high rate of spread, head fire, active crown fire, high severity fire

Digital dictionary for plot 1, 2003 Black Mountain Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): Northern Rockies
Keywords: 2003 Black Mountain Fire, Lolo National Forest, Montana, Missoula County, light wind, high rate of spread, head fire, active crown fire, high severity fire

Digital dictionary for plot 8, 2014 Beaver Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2014 Beaver Fire, Klamath National Forest, California, Siskiyou County, light wind, moderate rate of spread, surface fire, torching, high severity fire

Digital dictionary for plot 7, 2014 Beaver Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2014 Beaver Fire, Klamath National Forest, California, Siskiyou County, light wind, high rate of spread, surface fire, torching, high severity fire

Digital dictionary for plot 6, 2014 Beaver Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2014 Beaver Fire, Klamath National Forest, California, Siskiyou County, light wind, high rate of spread, head fire, surface fire, torching, high severity fire, burnout operation, unmanaged fuels

Digital dictionary for plot 4, 2014 Beaver Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2014 Beaver Fire, Klamath National Forest, California, Siskiyou County, light wind, low rate of spread, surface fire, torching, high severity fire, moderate severity fire

Digital dictionary for plot 6, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, light wind, low rate of spread, surface fire, torching, low severity fire, low severity fire

Digital dictionary for plot 5, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, light wind, low rate of spread, surface fire, moderate severity fire, unburned

Digital dictionary for plot 4, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, moderate wind, surface fire, torching, high severity fire

Digital dictionary for plot 3, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, moderate wind, surface fire, low severity fire, unburned

Digital dictionary for plot 2, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, moderate wind, moderate rate of spread, surface fire, torching, high severity fire

Digital dictionary for plot 1, 2013 Aspen Fire, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2013 Aspen Fire, Sierra National Forest, California, Fresno County, moderate wind, low rate of spread, backing fire, surface fire, low severity fire, low severity fire

Digital dictionary for plot 18, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, light wind, low rate of spread, backing fire, surface fire, low severity fire, unburned, prescribed burn

Digital dictionary for plot 17, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, light wind, surface fire, unburned, unmanaged fuels

Digital dictionary for plot 15, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, moderate wind, moderate rate of spread, surface fire, torching, low severity fire, activity fuels, prescribed burn

Digital dictionary for plot 12, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, moderate wind, low rate of spread, surface fire, low severity fire, moderate severity fire

Digital dictionary for plot 11, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, light wind, low rate of spread, backing fire, surface fire, unburned, unmanaged fuels

Digital dictionary for plot 8, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, light wind, low rate of spread, backing fire, surface fire, unburned, activity fuels

Digital dictionary for plot 2, 2007 Antelope Complex, providing a summary of fuels, vegetation, climate, fire behavior, and fire effects data collected by the Fire Behavior Assessment Team (FBAT). The FBAT website (see below) provides links to reports on each fire ("Reports and…
Person:
Year: 2021
Type: Data
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Monitoring and Inventory
Region(s): California
Keywords: 2007 Antelope Complex, Plumas National Forest, California, Plumas County, light wind, low rate of spread, head fire, surface fire, activity fuels

From August to October 2020, a serious wildfire occurred in California, USA, which produced a large number of particulate matter and harmful gases, resulting in huge economic losses and environmental pollution. Particulate matter delays the GNSS signal, which affects the like…
Person:
Year: 2021
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Mapping, Monitoring and Inventory
Region(s): California
Keywords: GNSS - Global Navigation Satellite System, 2020 California wildfires, radiosonde, station network, multilayer perceptron neural networks, PM - particulate matter, PM2.5, PM10, PWV - precipitable water vapor

Training a deep learning-based classification model for early wildfire smoke images requires a large amount of rich data. However, due to the episodic nature of fire events, it is difficult to obtain wildfire smoke image data, and most of the samples in public datasets suffer…
Person:
Year: 2021
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Mapping, Monitoring and Inventory
Region(s): International
Keywords: smoke classification, wildfire, deep learning, synthetic images, adversarial training, domain adaptation

In this study, we present a nationwide machine learning model for hourly PM2.5 estimation for the continental United States (US) using high temporal resolution Geostationary Operational Environmental Satellites (GOES-16) Aerosol Optical Depth (AOD) data, meteorological variables…
Person:
Year: 2021
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Mapping, Models, Monitoring and Inventory
Region(s): California, Eastern, Great Basin, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest
Keywords: PM - particulate matter, PM2.5, machine learning, GOES-16, AOD - aerosol optical depth, California wildfires, ECMWF - European Center for Medium-Range Weather Forecasting, spatial-temporal analysis