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Massive wildfires have become more frequent, seriously threatening the Earth’s ecosystems and human societies. Recognizing smoke from forest fires is critical to extinguishing them at an early stage. However, edge devices have low computational accuracy and suboptimal real-time…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Occurrence, Models
Region(s): International
Keywords: China, YOLOv8, lightweight model, smoke detection, SimAmazonia, BiFPN - bidirectional feature pyramid network

Smoke, a byproduct of forest and grassland combustion, holds the key to precise and rapid identification-an essential breakthrough in early wildfire detection, critical for forest and grassland fire monitoring and early warning. To address the scarcity of middle-high-resolution…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Monitoring and Inventory
Region(s): International
Keywords: forest fires, grassland fire, smoke segmentation, deep learning, fire detection, China

The impacts on atmospheric ozone (O3) due to wildfires are difficult to characterize due to the many factors that affect O3's formation rate and the episodic nature of fire events. This study uses a very large set of air quality data (518,987 6-hr data points) collected in…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Effects
Region(s): International
Keywords: O3 - ozone, Canada, air quality, PM2.5

Global climate change and extreme weather has a profound impact on wildfire, and it is of great importance to explore wildfire patterns in the context of global climate change for wildfire prevention and management. In this paper, a wildfire spatial prediction model based on…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Climate, Emissions and Smoke, Fire Behavior, Fire Occurrence, Fire Prevention, Models, Weather
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: fire management, GFED - Global Fire Emissions Database, convolutional neural network, area burned

Air pollution spikes in the central Himalayas' southern regions, including Nepal and northern India, occur mainly from wildfires during March to May. Despite being a significant contributor to pre-monsoon pollution, wildfire smoke remains under-researched. This study used…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Effects
Region(s): International
Keywords: wildfires, PM2.5, air pollution, Nepal, air quality

Rationale: Wildfires are increasing in intensity, duration, and frequency with smoke plums affecting the lives of millions over large geographic areas. The immune modulatory effects of wildfire smoke are unclear. We previously showed that a major wildfire smoke component, ozone…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Effects
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: COVID-19, public health, air quality

Bushfires and smoke pose substantial risks to physical and mental health across exposed populations. Enhanced community-level knowledge and response capability may promote exposure reduction and therefore protect health, however few interventions exist to achieve this goal. We…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Outreach
Region(s): International
Keywords: bushfire, air quality, wildfires, health, resilience, online education, Australia

Starting from point sources, wildfire smoke is important in the global aerosol system. The ability to characterize smoke near-source is key to modeling smoke dispersion and predicting air quality. With hemispheric views and 10-min refresh, imagers in Geostationary (GEO) orbit…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Models
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: remote sensing, air quality, smoke dispersion, MAS (MODIS Airborne Simulator), FIREX‐AQ - Fire Influence on Regional to Global Environments and Air Quality

Climate change and human activity have increased fires in India. Fine particulate matter (PM2.5) is released into the atmosphere by stubble burning in Punjab and Haryana and forest fires in the north-eastern and central areas of the country. Accurate short-term PM2.5 estimates…
Person:
Year: 2024
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Occurrence, Models
Region(s): International
Keywords: fire forecasting, deep learning, air pollution, LSTM - long short-term memory, India, PM2.5, fine particulate matter

Fynbos is the dominant vegetation of the Cape Floristic Region (CFR), one of world's richest regions in terms of its biodiversity and a region in which over two-thirds of the plant species and seven of the plant families are endemics. Many fynbos species from the major families…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Emissions and Smoke
Region(s): International
Keywords: smoke effects, seed germination, seed production, South Africa, Africa, smoke management, fynbos

During early July 2002, wildfires burned ∼1 × 106 ha of forest in Quebec, Canada. The resultant smoke plume was seen in satellite images blanketing the U.S. east coast. Concurrently, extremely high CO mixing ratios were observed at the Atmospheric Investigation, Regional…
Person:
Year: 2004
Type: Document
Source: FRAMES
Topic(s): Emissions and Smoke, Fire Effects, Fire Occurrence
Region(s): Eastern, International
Keywords: Quebec, air pollution, CO - carbon monoxide, AIRMAP, aerosol

[no description entered]
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Climate, Emissions and Smoke, Fuels, Models
Region(s): International
Keywords: Africa, biomass, Botswana, carbon dioxide, fire dependent species, grasses, moisture, plant growth, precipitation, savannas, weather observations, Zambia

[no description entered]
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Climate, Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire Prevention, Fuels, Hazard and Risk, Models, Social Science, Wildland-Urban Interface (WUI)
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: aerosols, Arizona, carbon dioxide, Colorado, convection, disturbance, droughts, ecosystem dynamics, fire danger rating, fire dependent species, fire intensity, fire management, fire size, fire suppression, fuel accumulation, fuel management, fuel models, human caused fires, humidity, Idaho, land use, lightning caused fires, Montana, New Mexico, Oregon, precipitation, succession, temperature, US Forest Service, Washington, wilderness fire management, wildfires, wind, Wyoming

Heavy smoke from forest fires in the Amazon was observed to reduce cloud droplet size and so delay the onset of precipitation from 1.5 kilometers above cloud base in pristine clouds to more than 5 kilometers in polluted clouds and more than 7 kilometers in pyro-clouds.…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Climate, Communications, Emissions and Smoke, Fire Effects, Intelligence, Mapping, Monitoring and Inventory, Restoration and Rehabilitation
Region(s): International
Keywords: aerosols, air quality, Amazon, biogeochemical cycles, biomass, Brazil, chemical compounds, deforestation, fire management, GIS, particulates, pollution, precipitation, remote sensing, smoke behavior, smoke effects, smoke management, South America, storms, wildfires

Biomass burning constitutes a major contribution to global emissions of carbon dioxide, carbon monoxide, methane, greenhouse gases and aerosols. Furthermore, biomass burning has an impact on health, transport, the environment and land use. Vegetation fires are certainly not…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Climate, Communications, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire Effects, Fire Occurrence, Intelligence, Mapping, Monitoring and Inventory
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: aerosols, Africa, air quality, Asia, biomass, Canada, carbon dioxide, CO - carbon monoxide, Central America, ecosystem dynamics, Europe, fire frequency, fire management, human caused fires, Italy, land use, CH4 - methane, natural areas management, nutrient cycling, Portugal, remote sensing, Russia, season of fire, statistical analysis, United Kingdom, vegetation surveys, wildfires

[no description entered]
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Fire Ecology, Emissions and Smoke, Fire History, Fire Prevention, Fuels, Regulations and Legislation
Region(s): International
Keywords: air quality, Asia, ENSO, fire management, fire suppression, forest management, fuel types, Indonesia, precipitation, smoke management, fires, policy reform, local institutions, fire research

[no description entered]
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Communications, Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire Prevention, Intelligence, Mapping, Monitoring and Inventory, Prescribed Fire, Regulations and Legislation, Economics
Region(s): International
Keywords: agriculture, Asia, fire management, firebrands, grasslands, grazing, humidity, hunting, livestock, pollution, population density, remote sensing, roads, season of fire, smoke management, Thailand, urban habitats, watershed management, watersheds, wildfires, managing smoke, fire calendar, causes of fires, fire laws, conflict resolution, Village Watershed Networks, fire management and monitonng

The Nature Conservancy, World Wide Fund for Nature and IUCN have pledged to work together and with partners to address the causes and ecological and social consequences of altered fire regimes across the world. The partners sponsored an experts workshop in May 2004 where we…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Climate, Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire Effects, Fire History, Fire Occurrence, Fire Prevention, Fuels, Hazard and Risk, Models, Prescribed Fire, Restoration and Rehabilitation, Social Science
Region(s): Great Basin, International
Keywords: Africa, agriculture, Asia, Australia, biomass, boreal forests, Bromus tectorum, catastrophic fires, conservation, croplands, ecosystem dynamics, energy, fire adaptations (animals), fire adaptations (plants), fire damage (property), fire dependent species, fire frequency, fire intensity, fire management, fire regimes, fire sensitive plants, fire size, fire suppression, forbs, forest types, fragmentation, fuel accumulation, fuel management, Ghana, climate change, grasses, grasslands, grazing, greenhouse gases, habitat conversion, habitat suitability, habitat types, health factors, human caused fires, hunting, ignition, incendiary fires, invasive species, lightning caused fires, livestock, logging, moisture, post fire recovery, rural communities, savannas, species diversity (animals), species diversity (plants), temperature, thinning, tropical forests, wildfires, altered fire regimes, fire-dependent ecosystems, LANDFIRE, anthropogenic effects, PRIORITY ECOREGIONS

Red-cockaded woodpecker populations declined precipitously following European Settlement and expansion and cutting of the original pine forests across the southeastern United States. By 1990 most residual populations lacked demographic viability, existed in degraded habitat, and…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Emissions and Smoke, Fire Behavior, Fire Ecology, Prescribed Fire, Regulations and Legislation, Restoration and Rehabilitation
Region(s): Rocky Mountain, Southern, International
Keywords: agriculture, air quality, Arkansas, artificial cavities, biogeography, cavity nesting birds, cavity trees, coastal plain, cutting, distribution, ecosystem dynamics, Elaphe obsoleta, European settlement, fire dependent species, fire regimes, fragmentation, Glaucomys volans, habitat suitability, habitat types, land use, landscape ecology, litigation, logging, Louisiana, military lands, national forests, natural resource legislation, nongame birds, Oklahoma, Picoides borealis, pine forests, Pinus echinata, population density, population ecology, predation, private lands, reptiles, Schizachyrium spp., site treatments, smoke behavior, smoke management, statistical analysis, Texas, threatened and endangered species (animals), translocation, wildlife habitat management, wildlife refuges, woody plants, Interior Highlands, Picoides borealis, red-cockaded woodpecker, status, West Gulf Coastal Plain

From the text ... 'Field trials have revealed that smoke from Australian bushfires contains far fewer dioxins than originally thought. The trials, conducted as part of the Australian National Dioxin Program, found pollutants were about two-thirds lower than suggested in…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Fire Ecology, Emissions and Smoke, Fire History, Hazard and Risk, Prescribed Fire
Region(s): International
Keywords: air quality, Australia, brush, catastrophic fires, chemical compounds, conservation, fire hazard reduction, fire intensity, fire management, fire size, pollution, savannas, smoke effects, smoke management, temperature, toxicity, Victoria, western Australia, wildfires

In December 1997, Environmental Ministers in the Southeast Asia region, through the Haze Technical Task Force (HTTF), approved the Regional Haze Action Plan (RHAP). This action was in response to the recent fire crisis and to prevent future health, economic, and environmental…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Administration, Climate, Emissions and Smoke, Fire Ecology, Hazard and Risk, Models, Planning, Regulations and Legislation, Safety
Region(s): International
Keywords: agriculture, Asia, ENSO, fire danger rating, fire management, health factors, Indonesia, slash and burn, smoke behavior, smoke effects, smoke management, Southeast Asia, wildfires

The Fire Monitoring, Mapping and Modelling System (Fire M3) is an initiative of the Canada Centre for Remote Sensing (CCRS) and the Canadian Forest Service (CFS), both agencies of Natural Resources Canada. The goals of Fire M3 are to use low-resolution satellite imagery to…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Administration, Communications, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire History, Hazard and Risk, Intelligence, Mapping, Models, Monitoring and Inventory, Planning, Weather
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: biomass, boreal forests, Canada, C - carbon, catastrophic fires, computer programs, distribution, fire control, fire danger rating, fire size, GIS - geographic information system, habitat types, Ontario, Quebec, remote sensing, Saskatchewan, season of fire, smoke behavior, smoke management, statistical analysis, boreal forest, fire monitoring, hotspots

Quantitative documentation of fire behavior is important in understanding aspects of physical fire behavior. We describe the use of infrared technology to document on-the-ground fire behavior observed during the International Crown Fire Modelling Experiment (ICFME) in the…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fuels, Mapping, Models, Monitoring and Inventory
Region(s): Alaska, California, Eastern, Great Basin, Hawaii, Northern Rockies, Northwest, Rocky Mountain, Southern, Southwest, International, National
Keywords: Canada, computer programs, crown fires, fire intensity, fuel loading, fuel models, fuel types, GIS, microclimate, mortality, Northwest Territories, photography, rate of spread, remote sensing, sampling, sloping terrain, temperature, wildfires, wind, forest fire behavior, infrared, International crown Fire Modelling Experiment, Northwest Territories, observation, rate of spread, reaction intensity, temperature

Kootenay National Park, British Columbia, has a landscape fire management target to maintain or restore 50% of the long-term average fire cycle. Because the park experiences frequent lightning fires it has adopted a strategy to use both management-ignited prescribed burns and…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Administration, Climate, Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire History, Fire Occurrence, Fire Prevention, Fuels, Hazard and Risk, Intelligence, Models, Planning, Prescribed Fire, Restoration and Rehabilitation, Safety, Weather
Region(s): Rocky Mountain, International
Keywords: Abies lasiocarpa, British Columbia, Canada, droughts, fire case histories, fire control, fire danger rating, fire frequency, fire management, fire size, fire suppression, firebreaks, fuel loading, fuel moisture, landscape ecology, lightning, lightning caused fires, mountains, national parks, Picea engelmannii, Pinus albicaulis, Pinus contorta, prescribed fires (chance ignition), rate of spread, roads, season of fire, sloping terrain, smoke management, subalpine forests, wilderness fire management, British Columbia, fire management, fire restoration, Kootenay National Park, lightning fire, national parks

From the text ... 'Wildfires have had a high impact on Botswana's environment, destroying both forest and rangeland resources. ...Prescribed burning is practiced in State forest reserves, national parks, and game reserves to reduce highly flammable fine fuels on the forest floor…
Person:
Year: 2004
Type: Document
Source: TTRS
Topic(s): Aquatic, Climate, Economics, Emissions and Smoke, Fire Behavior, Fire Ecology, Fire Effects, Fire Occurrence, Fire Prevention, Fuels, Hazard and Risk, Intelligence, Logistics, Outreach, Prescribed Fire, Regulations and Legislation, Safety, Social Science
Region(s): International
Keywords: Africa, agriculture, arid regions, Baikiaea, Botswana, conservation, crown fires, deserts, ecosystem dynamics, education, environmental impact analysis, fine fuels, fire control, fire damage (property), fire danger rating, fire equipment, fire frequency, fire injuries (animals), fire intensity, fire management, fire size, firebreaks, firefighting personnel, flammability, fuel loading, grasses, ground fires, heat, human caused fires, humidity, hunting, landscape ecology, leaves, litter, logging, mortality, national parks, precipitation, public information, riparian habitats, runoff, savannas, season of fire, smoke effects, soil erosion, soil nutrients, state forests, surface fires, temperature, topography, Washington, water, wildfires, wind