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Table 1 Some fire effects models and the software systems that house them. This is not an exhaustive list.

From: First-Order Fire Effects Models for Land Management: Overview and Issues

Fire effect

Model

Data requirements

Modeling approach

Software system(s)

First-order effects

Tree mortality

FireStem (Jones et al. 2006)

Tree diameter, species, bark and wood moisture and thermophysical properties, thermal tolerance model parameters, incident heat flux at stem surface

Process

Self-contained

Ryan and Reinhardt (1988)

Tree diameter, height, crown base height, species, and flame length or scorch height

Empirical

FOFEM, IFT-DSS, BEHAVE+, FFE-FVS, FOFEM-MT (Helmbrecht et al. in press)

Hood et al. (2007)

Crown scorch, species, cambial damage

Empirical

FOFEM, IFT-DSS

Soil heating

Campbell et al. (1994, 1995)

Heat release rate and duration at the soil surface, soil moisture and texture, soil bulk density, particle density, temperature and thermal conductivity

Process

FOFEM, IFT-DSS

Fuel consumption

Burnup (Albini et al. 1995)

Fuel characteristics by class: quantity, particle bulk density, moisture content, surface area to volume ratio; duff depth and moisture

Process

FOFEM, IFT-DSS, FARSITE

Consume (Prichard et al. 2006)

Fuel characteristics including loading, moisture.

Empirical

Self-contained Also, BlueSky, IFT-DSS

Smoke production

Burnup (Albini et al. 1995)

Woody fuel by size class: moisture content, particle density, surface area to volume ratio; duff depth and moisture content.

Process

FOFEM, IFT-DSS, FARSITE

FEPS (Anderson et al. 2004)

Fuel loading and moisture, fire growth rate

Empirical

Self-contained Also BlueSky

Second-order effects

Air quality/smoke dispersion

CalPuff (Scire et al. 2000)

Hourly gridded weather data (3-d wind and temperature), emission sources

Process

BlueSky (O’Neill et al. 2003)

Erosion

WEPP (Flanagan and Livingston 1995)

Descriptors of soil, climate, ground cover and topography

Process

ERMit, FSWEPP (Robichaud et al. 2007 a, b)

Vegetation change

VDDT (ESSA Tech. 2007)

Vegetation states, transition probabilities

State-transition rule-based

Self-contained

FIRESUM (Keane et al. 1989)

Species and site parameters, stand inventory data

Process

Self-contained

FIRE-BGC (Keane et al. 1995)

Daily weather, species and site parameters

Process

Self-contained

SIMMPLLE (Chew et al. 2004)

Spatial vegetation, spatially driven disturbance probabilities.

Rule based

Self-contained