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Dynamical systems displaying self-organized criticality
In applied mathematics, a forest-fire model is any of a number of dynamical systems displaying self-organized criticality. They were invented in order
Forest-fire_model
Uncontrolled fire in forests or open spaces
wildfire, forest fire, brushfire or a bushfire is an unplanned and uncontrolled fire in an area of combustible vegetation. Some natural forest ecosystems
Wildfire
Simulation of wildfire behavior
Wildfire modeling is concerned with numerical simulation of wildfires to comprehend and predict fire behavior. Wildfire modeling aims to aid wildfire
Wildfire_modeling
2005). "Standard Fire Behavior Fuel Models: A Comprehensive Set for Use with Rothermel's Surface Fire Spread Model" (PDF). USDA Forest Service Rocky Mountain
Wildfire_suppression
German physicist (born 1963)
doctoral dissertation on Structure formation in open systems using a forest fire model as an example (1993). This work was followed by several postdoctoral
Barbara_Drossel
1949 wildfire in France
Landes forest in France. 50,000 hectares (500 km2) of forest land were burnt - and 82 people killed. It was considered the most deadly forest fire in Europe
1949_Landes_forest_fire
List of wildfires in the U.S. State of Colorado
Fire became the largest wildfire in Colorado history seven weeks later, and ended up burning a total of 208,913 acres. The 2012 Colorado forest fires
List_of_Colorado_wildfires
It has been used to generate and describe internet-like graphs, forest fire models and may also apply to biological systems. The following is taken from
Highly_optimized_tolerance
Agency in California
Commonly seen models of wildland engines include the Model 14, and 15. CAL FIRE Models 24 and 25 were test-bed models, with only a few of each model fielded
California Department of Forestry and Fire Protection
California_Department_of_Forestry_and_Fire_Protection
Wildfire in Northern California, US
and costly forest fires in California except that forest management is so poor", including the Camp Fire and the concurrent Woolsey Fire in Southern
Camp_Fire_(2018)
1871 forest fire that destroyed Peshtigo, Wisconsin, US
other communities were destroyed in the fire. The value of the property and forest that was destroyed in the fire was estimated to be about $5 million US
Peshtigo_fire
Concept in physics
model. In chronological order of development: Invasion percolation Stick-slip model of fault failure Bak–Tang–Wiesenfeld sandpile Forest-fire model Manna
Self-organized_criticality
Forest growth and yield model developed by the U.S. Forest Service
assess the effects of forest insects and diseases, fire, and forest carbon. FVS is an empirical forest growth model based on the Forest Inventory and Analysis
Forest_Vegetation_Simulator
1978 wildfires in Southern California
of severe drought. Fire historian Stephen Pyne notes this moment as a shift from a traditional forest fire model to a “lethal” fire regime in which the
1978_Agoura-Malibu_firestorm
Technique to reduce potential fuel for wildfire through managed burning
intentionally setting a fire to change the assemblage of vegetation and decaying material in a landscape. The purpose could be for forest management, ecological
Controlled_burn
Elite force of wildland firefighters
fighting fires, hotshot crews typically work on their host units to meet resource goals such as thinning, prescribed fire operations, forest improvement
Hotshot_crew
Canadian biome characterized by coniferous forests
of natural disturbances like forest fires, or outbreaks of pine beetle or spruce budworm that kill large tracts of forest with cyclical regularity and
Boreal_forest_of_Canada
Large rainforest in South America
Transformation from forest to farm is evident by lighter square shaped areas. Fires and deforestation in the state of Rondônia. One consequence of forest clearing
Amazon_rainforest
2020 wildfire in Colorado
East Fork of Troublesome Creek, close to the fire's point of origin in the Arapaho National Forest, the fire burned 193,812 acres (78,433 ha) between its
East_Troublesome_Fire
Biome characterized by coniferous forests
forest or snow forest, is a biome characterized by coniferous forests consisting mostly of pines, spruces, and larches. The taiga, or boreal forest,
Taiga
American actor and model (born 1981)
1981) is an American actor and model. He played Jared in Zero Dark Thirty, Phil in The Other Woman, and Chicago Fire Department Captain Kelly Severide
Taylor_Kinney
Change of species in a region over time
as fire and grazing by large animals, or else the process of succession will change them to forest or shrubland. In fact, it is debated whether fire should
Ecological_succession
conifer forest and the related effects of increased fire severity also create destabilizing transitions in this alternative stable states model. Recent
Fire–vegetation feedbacks and alternative stable states
Fire–vegetation_feedbacks_and_alternative_stable_states
Study of fire in ecosystems
and coniferous forests, have evolved with fire as an essential contributor to habitat vitality and renewal. Many plant species in fire-affected environments
Fire_ecology
the formation of its models. Rothermel, Richard C. A Mathematical Model for Predicting Fire Spread in Wildland Fuels. USDA Forest Service. Research Paper
Fuel_model
Branch of forestry
building and maintenance of roads and pathways through forests, and preventing fire. Forest Management plays an important part in maintaining ecosystem
Forest_management
2018 wildfire in Southern California
and other fires were burning, President Donald Trump blamed poor forest management by the state. One fire scientist explained that forest management
Woolsey_Fire
and Fire Protection and the New Jersey Forest Fire Service. Wildfire response is coordinated at the federal level by the National Interagency Fire Center
Wildfires in the United States
Wildfires_in_the_United_States
Line-of-sight device for locating fires
location of any fire could thus be pinpointed even in the dark. The modern version was created by William "W. B." Osborne, a United States Forest Service employee
Osborne_Fire_Finder
Rapid and hot oxidation of a material
and plant diversity. Humans make dense, impassable forests traversable. Another human use of fire in landscape management is to clear land for agriculture
Fire
Person responsible for spotting fires
Former Fire Lookout Register Forest Fire Lookout Association California fire lookouts Lookout Charley, an online photo weblog of a USFS Volunteer Fire Lookout
Fire_lookout
Type of machine learning model
A large language model (LLM) is an AI model (typically a neural network) trained on a vast amount of text for natural language processing tasks, especially
Large_language_model
FORECAST is a management-oriented, stand-level, forest-growth and ecosystem-dynamics model. The model was designed to accommodate a wide variety of silvicultural
FORECAST_(model)
Wildfire hazard scale
between fuel models are comparable. Ratings are for the worst case in the Fire Danger Rating Area. NFDRS recognizes four types of fire: Ground fires burn in
National Fire Danger Rating System
National_Fire_Danger_Rating_System
Fire weather index
Refresh Model Data (Master's thesis). University of Arizona. "A Brief Introduction to HDW". USDA Forest Service. Retrieved 2026-08-02. "Fire Weather Prediction
Hot-Dry-Windy_Index
Computational fluid dynamics model
Fire Dynamics Simulator (FDS) is a computational fluid dynamics (CFD) model of fire-driven fluid flow. The computer program solves numerically a large
Fire_Dynamics_Simulator
United States historic place
used in support of fighting forest fires. Modeling was done by the Civilian Conservation Corps and it was built by U.S. Forest Service engineers. First displayed
Santa Barbara County Courthouse
Santa_Barbara_County_Courthouse
Submachine gun
accidental firing if the grip is not held firmly or if the gun is dropped. The safety and fire-selector switch, which in the original Model 12 were two
Beretta_M12
Analyses of the A Song of Ice and Fire series
of A Song of Ice and Fire is primarily populated by humans, although giants, the so-called "Others," and the Children of the Forest appear as other sentient
Themes in A Song of Ice and Fire
Themes_in_A_Song_of_Ice_and_Fire
Agricultural and fire-fighting aircraft
firefighting model 802 equipped with the Air Tractor Computerized Firegate designed/developed/serviced by Trotter Controls Inc. AT-802F Fire Boss – AT-802F
Air_Tractor_AT-802
Largest known organism
findings are summarized in the U.S. Forest Service's Fire Effects Information System: (Charles) Kay documented post-fire quaking aspen seedling establishment
Pando_(tree)
Nonlinear dynamical system
particular medium. For example, the effect of wind can be added to the model of the forest fire. It is most common for a one-dimensional medium to form a closed
Excitable_medium
Use of aircraft to combat wildfires
foams and gels, and specially formulated fire retardants such as Phos-Chek. The idea of fighting forest fires from the air dates back at least as far as
Aerial_firefighting
Dense collection of trees covering a relatively large area
cleared by harvesting, disease, fire, or for the construction of roads and infrastructure, is still defined as a forest, even if they contain no trees
Forest
Skydiving wildland firefighters
Northwest Region (Region 6). The first official non-fire jump was made in the Nez Perce National Forest in the Northern Region (Region 1) in 1940 by John
Smokejumper
1871 conflagration in Illinois, US
from the U.S. Forest Service who disliked the parody of Smokey Bear shortly after its original airing in 1961. In 1974, the Chicago Fire football team
Great_Chicago_Fire
Weather-based wildfire danger rating system
The Canadian Forest Fire Weather Index System (FWI System) is a weather-based fire danger rating system developed by the Canadian Forest Service. It is
Canadian Forest Fire Weather Index System
Canadian_Forest_Fire_Weather_Index_System
Series of battles during World War II
in the forest had also allowed German machine gun, mortar, and artillery teams to pre-range their weapons and fire accurately. The dense forest also made
Battle_of_Hürtgen_Forest
Whirlwind induced by and often composed of fire
dynamics of pyro-tornadogenesis using a coupled fire-atmosphere model". 11th Symposium on Fire and Forest Meteorology. Minneapolis, MN: American Meteorological
Fire_whirl
Government ministry of India
for plantations, assisted natural forest regeneration, forest fire-prevention, pest and disease control in forest, and expedite soil and moisture conservation
Ministry of Environment, Forest and Climate Change
Ministry_of_Environment,_Forest_and_Climate_Change
French specialist in wildland-fire science
CNRS-affiliated research group on forest-fire modelling. In 2013, he moved to the United Kingdom to take up the BRE Chair of Fire Safety Engineering at the University
Albert_Simeoni
Fossilized evidence of wildfires on Earth
the reconstruction of fire history, test hypotheses, and model fire-vegetation-climate relationship. This evidence of past fire regimes has been used
Fossil_record_of_fire
Forestry equation
Faustmann's formula, or the Faustmann model, gives the present value of the income stream for forest rotation. It was derived by the German forester Martin
Faustmann's_formula
Ecoregion in the British Isles
Caledonian Forest is the ancient (old-growth) temperate forest of Scotland. The forest today is a reduced-extent version of the pre-human-settlement forest, existing
Caledonian_Forest
Colorado State Forest Service (CSFS) is the forest service agency for the U.S. state of Colorado. It is modeled after the United States Forest Service. Their
Colorado_State_Forest_Service
Thunderstorm where little to no precipitation reaches the ground
States (PDF). The 5th Symposium on Fire and Forest Meteorology and the 2nd International Wildland Fire Ecology and Fire Management Congress. Orlando, FL
Dry_thunderstorm
2014 American Disneytoon film
with the California Department of Forestry and Fire Protection (CALFire), and sent a crew to the US Forest Service's annual training exercises for smokejumpers
Planes:_Fire_&_Rescue
Large, four-engined cargo transport flying boat
August 2003, when a large forest fire threatened the outskirts of Kelowna, British Columbia. On 10 November 2006, TimberWest Forest Ltd. announced they were
Martin_JRM_Mars
wildfires in Canada. Forest management is also a factor in the wildfires. Because Canada's forest management has focused on fire suppression, dry vegetation
2023_Canadian_wildfires
Type of ecosystem present after a major disturbance
seral forests differ from simplified early successional forests created by logging. Complex early seral forest habitat is threatened from fire suppression
Complex_early_seral_forest
term bamboo forests is commonly used for bamboo plant communities even though bamboo is a grass, not a tree. Definitions of bamboo forests vary by country
Bamboo_forest
Hypothetical climatic effect of nuclear war
the climatic effects of soot from fires became the new focus of the climatic effects of nuclear war. In these model scenarios, various soot clouds containing
Nuclear_winter
Aerial firefighting unit
Tanker Squad (MATS) is a flying fire fighting team working to protect the Mendocino National Forest. Joseph Bolles Ely, the Fire Control Officer formed it In
Mendocino_Air_Tanker_Squad
Event or force driving ecological change via mortality
a temporal mosaic of pines in the forest. Similar cycles occur in association with other disturbances such as fire and windstorms. When multiple disturbance
Disturbance_(ecology)
Tectonic belt of earthquakes and volcanoes
The Ring of Fire (also known as the Pacific Ring of Fire, the Rim of Fire, the Girdle of Fire or the Circum-Pacific belt) is a tectonic belt of earthquakes
Ring_of_Fire
Actions to reinstate forest health
interact and function as communities. Forest restoration may include simply protecting remnant vegetation (fire prevention, cattle exclusion etc.) or
Forest_restoration
National park in Uganda
grassland plots suggest that suppressing fire and allowing natural seed dispersal to occur can encourage forest regeneration. Another study evaluated the
Kibale_National_Park
Agricultural practice
Community Involvement in and Management of Forest Fires in South East Asia (PDF) (Technical report). Project FireFight South East Asia. Archived (PDF) from
Slash-and-burn_agriculture
High intensity conflagration
Great Peshtigo Fire are possible examples of forest fires with some portion of combustion due to a firestorm, as is the Great Hinckley Fire. Firestorms have
Firestorm
Combined science of forestry and informatics
management systems. As in management science, Forest Informatics uses decision support systems, mathematical modeling, statistics, and algorithms from engineering
Forest_informatics
Area-specific culture of fires
broadleaf forests, which are mostly fire-sensitive ecosystems composed of plants and animals which generally lack adaptations to major fires, were the
Fire_regime
countries and territories of the world according to the total area covered by forests, based on data published by the Food and Agriculture Organization of the
List of countries by forest area
List_of_countries_by_forest_area
Lever-action rifle
The Winchester Model 1894 rifle (also known as the Winchester 94 or Model 94) is a lever-action repeating rifle that became one of the most famous and
Winchester_Model_1894
Systematic collection of information about a forested area for assessment or analysis
calculating the value. A forest can be cruised to visually assess timber and determine potential fire hazards and the risk of fire. The results of this type
Forest_inventory
Multipurpose amphibious aircraft
forest fire in Sumatra.[citation needed] In August 2016 two Be-200 aircraft were sent to Portugal after being asked for help in extinguishing forest fires
Beriev_Be-200
Conversion of forest to non-forest for human use
Deforestation or forest clearance is the removal and destruction of a forest or stand of trees from land that is then converted to non-forest use. Deforestation
Deforestation
Forest or woodland area which has re-grown after a timber harvest
A secondary forest (or second-growth forest) is a forest or woodland area which has regenerated through largely natural processes after human-caused disturbances
Secondary_forest
South American forest
The Atlantic Forest (Portuguese: Mata Atlântica) is a moist broadleaf forest that extends along the Atlantic coast of Brazil from Rio Grande do Norte
Atlantic_Forest
Series of wildfires in Greece
of 2009, the Black Dragon Fire of 1987, the Indonesian forest fires of 1997, the Cloquet Fire of 1918, and the Kursha-2 Fire of 1936 had a higher death
2018_Attica_wildfires
Season of television series
done some test shoots. She has modeled for Reset Couture and appeared in a commercial. She walked at the Runway On Fire Fashion Show and Trendsetters fashion
America's Next Top Model season 11
America's_Next_Top_Model_season_11
Family of attack helicopters
2011. Gabbert, Bill (18 October 2021). "Forest Service terminates Firewatch Cobra helicopter program". Fire Aviation. Archived from the original on 18
Bell_AH-1_Cobra
Science and craft of managing woodlands
ecosystem levels. Forest genetic resources are therefore important in forest management. Genetic diversity in forests is threatened by forest fires, habitat fragmentation
Forestry
2026 wildfire on the Colorado–Utah border
wind-driven run of fire overtook a crew responding to the Knowles and Gore fires. Five firefighters with the U.S. Forest Service and U.S. Wildland Fire Service deployed
Snyder_Fire
Government fire service of the Philippines
prevention or suppression of all destructive fires on buildings, houses, and other similar structure, forests, and land transportation vehicles and equipment
Bureau_of_Fire_Protection
Shooting attack in Idaho, U.S.
attention on rising assaults against U.S. fire and EMS personnel. Canfield Mountain is a 3,900 ft (1,200 m) forested ridge bordering the city's greenbelt which
2025_Coeur_d'Alene_shooting
Intergovernmental policy forum
The United Nations Forum on Forests (UNFF) is a high-level intergovernmental policy forum. The forum includes all United Nations member states and permanent
United Nations Forum on Forests
United_Nations_Forum_on_Forests
2019 church fire in Paris, France
On 15 April 2019, at 18:18 CEST, a structural fire broke out in the roof space of Notre-Dame de Paris, a medieval Catholic cathedral in Paris, France,
Notre-Dame_fire
2020 wildfire in Central California
Creek Fire was a very large wildfire in central California's Sierra National Forest, in Fresno and Madera counties. One of the most significant fires of
Creek_Fire
Outdoor-based early learning approach
to the broader Forest School model, which extends outdoor, experiential learning principles to older children and young people. A forest kindergarten can
Forest_kindergarten
Emergency vehicle intended to put out fires
fight forest fires often have thermal cameras and use water drones. Transport portal Containerized firefighting equipment Electric fire engine Fire appliances
Fire_engine
Land use management system
interactions between the plants and animals included, and "uses the forest as a model of practices". The integration of tree species into farming systems
Agroforestry
State-owned forest in Oise, France
Ermenonville Forest (French: Forêt d'Ermenonville, pronounced [fɔʁɛ dɛʁmənɔ̃vil]) is a state-owned forest in Oise, France. With the Chantilly Forest and Forest of
Ermenonville_Forest
Biotic and abiotic ecosystem influences
Forest dynamics are the underlying physical and biological forces that shape and change a forest ecosystem. The continuous state of change in forests
Forest_dynamics
Brazilian fashion model (born 1980)
[ˈbʏntçn̩]; born 20 July 1980) is a Brazilian model and activist. Since 2001, she has been one of the highest-paid models in the world. In 2007, Bündchen was the
Gisele_Bündchen
American national forest in Florida
condition for longleaf pine stands in the forest and determined that structural complexity rises with biodiversity and fire-resilience. It is also home to several
Apalachicola_National_Forest
English murderer
drove it a short distance into the forest before returning and setting fire to the Rover. He then headed into the forest and went to ground once more. Within
Barry_Prudom
Forest that has developed over a long period of time without disturbance
ponderosa pine forest requires frequent surface fires to reduce the shade-tolerant species and regenerate the canopy species. In the boreal forest of Canada
Old-growth_forest
2009 firefighting aircraft modification
derived from various Boeing 747 models. The aircraft is rated to carry up to 19,600 US gallons (74,000 L; 16,300 imp gal) of fire retardant or water. It was
747_Supertanker
2020 wildfire in Northern California
The North Complex Fire was a massive wildfire complex that burned in the Plumas National Forest in Northern California in the counties of Plumas and Butte
North_Complex_Fire
Aspect of human history
use and control of fire was a gradual process proceeding through more than one stage. One was a change in habitat, from a dense forest where wildfires were
Control of fire by early humans
Control_of_fire_by_early_humans
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