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For Engineers · Wildfire Response Planner

Wildfire Response Planner for a CO2 rise

Built for engineers using it for real design work. Go from concept to a running model in the browser, then scale to the cloud when needed. Simulate a CO2 rise live below — adjust the inputs and watch it respond, right in your browser.

Wildfire / Fire SpreadLive

Controls

Presets

Fire spreads cell to cell, biased downwind and uphill — the two dominant drivers of real wildfire rate-of-spread. Rotate the wind and raise the slope to see how a fire front elongates and races upslope. For training and situational awareness only.

▶ Run in Python

Data Inspector

Cells burned0
Wind15 @ 90°
Slope10°

Governing equation

Reading this result: Moderate wind and slope: the fire spreads roughly outward, with a gentle bias downwind and uphill.

Runs locally in your browser — free forever. Scale to the cloud when reality gets heavy.

Hazmat Plume DispersionLive

Controls

Presets

A Gaussian plume estimates how a gas or vapor release disperses downwind. Stability class (A unstable to F stable) sets how fast the plume spreads. The dashed line is the protective action distance where concentration falls below your action level. Screening estimate only — use ERG and monitors on scene.

▶ Run in Python

Data Inspector

Protective distance>20 km
StabilityD neutral
Wind4 m/s

Governing equation

Reading this result: Concentration falls off as the wind stretches and vertical mixing thins the plume — stronger wind and less stable air pull the protective distance in toward the source.

Runs locally in your browser — free forever. Scale to the cloud when reality gets heavy.

Building Evacuation / EgressLive

Controls

Presets

Occupants head for the nearest exit while pushing apart in crowds, so bottlenecks and congestion form at doorways — the effect that drives real egress times. Add or remove exits to see how total clearance time responds. Planning aid only.

▶ Run in Python

Data Inspector

Evacuated0 / 150
Clear time0.0 s
Exits2

Social-force velocity

Reading this result: Around 75 per exit — congestion starts to build at the doors, and adding an exit usually helps more than speeding people up.

Runs locally in your browser — free forever. Scale to the cloud when reality gets heavy.

Radio Range / Link BudgetLive
Estimated usable range
9.7mi

Controls

Presets

Combines the radio horizon (1.23·(√h₁+√h₂), feet→miles) with a free-space link budget (EIRP minus path loss vs receiver sensitivity). Actual range depends on terrain, foliage, and buildings — treat this as a best-case planning estimate.

▶ Run in Python

Data Inspector

Radio horizon9.7 mi
Link budget147 dB
Limited byline-of-sight

Governing equation

Reading this result: Range is capped by the horizon at 9.7 mi — raising the base antenna helps more than adding power here.

Runs locally in your browser — free forever. Scale to the cloud when reality gets heavy.

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More with Wildfire Response Planner

Frequently asked questions

Is this good for engineers?
Yes — this version of "Wildfire Response Planner for a CO2 rise" is framed for engineers using it for real design work. Go from concept to a running model in the browser, then scale to the cloud when needed.
Do I need to install anything?
No. It runs in any modern browser, free, with no account required.