Wildfire Science & Engineering

Tecnobosque Wildfire Engineering Understand the relationships behind wildfire behaviour

Transparent explanations of wildfire engineering relationships, units, assumptions, sensitivity and model limitations — connected directly to Tecnobosque’s interactive calculation tools.

Fire behaviour Heat transfer Transparent equations Interactive tools
01 · INPUTS Observe

Measurements, mapped data, documented observations and justified assumptions define the starting point.

02 · RELATIONSHIP Model

Select an equation whose variables, units, purpose and limitations match the question being examined.

03 · OUTPUT Calculate

Report the result with appropriate units and practical precision rather than false certainty.

04 · UNCERTAINTY Interpret

Test sensitivity and state what the model can and cannot support before drawing conclusions.

Four quantities that should not be treated as interchangeable

Wildfire behaviour is described through several related but distinct quantities. Understanding the definition of each one matters before using it in an equation or comparison.

01 Rate of spread

Forward movement of a fire front, commonly expressed in m/s or m/min. It depends on the fire segment, fuel conditions, wind and terrain.

02 Fireline intensity

Heat-release rate per unit length of active fire front, commonly expressed in kW/m.

03 Flame length

A geometric description associated with a defined observation or empirical relationship. Flame length is not simply flame height.

04 Radiant heat flux

Thermal power received per unit area. Source behaviour, geometry, distance, orientation and atmospheric transmission can affect the estimate.

Fireline intensity using Byram’s relationship

Fireline intensity combines heat yield, fuel consumed in the flaming zone and rate of spread into a heat-release rate per unit length of fire front.

Worked engineering example From three inputs to fireline intensity I = H × w × r
Variable Example Unit
Low heat of combustion, H 18,000 kJ/kg
Fuel consumed in flaming, w 1.0 kg/m²
Rate of spread, r 0.02 m/s
Fireline intensity, I 360 kW/m

The arithmetic is straightforward: 18,000 × 1.0 × 0.02 = 360 kJ/(m·s), equivalent to 360 kW/m.

The more difficult question is whether the heat, flaming fuel consumption and rate of spread describe the same fire segment and time with defensible accuracy.

Interactive engineering tool Change the inputs and watch the relationship respond

Tecnobosque’s dedicated Fireline Intensity Calculator lets you move each variable in real time, compare scenarios and inspect the resulting intensity.

Open Fireline Intensity Calculator →
Precision is not the same as accuracy. More decimal places do not make uncertain inputs more reliable.

An engineering calculator can return a highly precise numerical result even when the values entered into it contain substantial uncertainty.

Fuel consumption may be estimated, rate of spread may represent only part of the perimeter, and a weather observation may come from a station some distance from the fire.

Tecnobosque therefore treats assumptions, units, evidence quality and sensitivity as part of the result — not as information to hide beneath it.

Radiant heat can be represented by different models

There is no single universal wildfire radiation equation. Different simplified relationships represent different source geometries and require different inputs. They should not be mixed without stating the modelling assumptions.

Model 02 · Screening concept Idealised line-source model q” = I × χr × τ ÷ (2πR)

A different screening approach can idealise a fire front as a long line source using fireline intensity, radiant fraction, transmission and perpendicular distance.

This is a different geometric representation and should not be treated as interchangeable with a view-factor model.

Real flames are neither perfect surfaces nor infinite straight line sources.

Explore the view-factor model interactively

Change source emissive power, view factor and atmospheric transmissivity and see the calculated incident flux respond.

Open Radiant Heat Calculator →
Calculation audit: six checks before accepting an output

The calculation itself is often the easiest part. The quality of the result depends on whether the model and inputs actually represent the question being asked.

1 Definition

Confirm that every variable means what the selected relationship requires.

2 Units

Convert inputs consistently and preserve dimensional compatibility throughout the calculation.

3 Source

Identify whether an input was measured, mapped, estimated, assumed or taken from literature.

4 Range

Check whether the relationship is being applied within conditions appropriate to its intended use.

5 Sensitivity

Change uncertain inputs and examine whether the interpretation remains stable.

6 Interpretation

State whether the result is descriptive, comparative, exploratory or a defined screening estimate.

Sensitivity before certainty

One preferred scenario can hide how strongly a result depends on uncertain assumptions. Testing a defensible range is often more informative.

Lower case

Use a defensible lower input set and check whether the conclusion changes under less severe assumptions.

Central case

Use the best-supported inputs and document how each value was selected.

Upper case

Use a defensible upper input set rather than an invented worst case to expose sensitive conclusions.

Tecnobosque standard What every engineering tool should disclose

A useful calculator should expose enough information for another reader to understand what was calculated and where the boundaries of the result lie.

Equation and variable definitions
Required units and conversions
Default values and assumptions
Intended analytical use
Important model limitations
Sensitivity to uncertain inputs
Calculation version
Revision and methodological context
Important: Tecnobosque engineering resources are educational and analytical. They do not predict the behaviour of an active wildfire and do not replace operational fire modelling, official warnings, evacuation instructions, site-specific engineering analysis or qualified professional judgement.