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Spatial Interaction Distance Deterrence Term Tool

Explicit exponential or shifted-power distance deterrence normalized to one at zero distance.

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Description

Return exp(-distance/scale) when exponential, otherwise (1+distance/scale)^(-power).

Spatial models compare distances, travel intervals, activity areas, or supplied interaction functions. Coordinates and model parameters must share a compatible basis, and a local term does not establish observed behavior.

Return exp(-distance/scale) when exponential, otherwise (1+distance/scale)^(-power).

When to use this tool

Use Spatial Interaction Distance Deterrence Term when you need one explicit spatial or travel-model component.

How to use the tool and how it works

  1. Enter distance, scale, power, exponential. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read deterrence. Use the output convention below.

Require nonnegative distance and power and positive scale. Return exp(-distance/scale) when exponential, otherwise (1+distance/scale)^(-power).1

Input fieldMeaning and unitsAccepted input
distanceDistanceRequired. Finite number; minimum 0.
scaleScaleRequired. Finite number; strictly above 0.
powerPowerRequired. Finite number; minimum 0.
exponentialExponentialRequired. Boolean.
Output fieldInterpretationReturned shape
deterrenceDeterrenceRequired. Finite number.
json
{
  "input": {
    "distance": 10,
    "scale": 10,
    "power": 2,
    "exponential": true
  },
  "output": {
    "deterrence": 0.36787944117144233
  }
}

Limitations and assumptions

  • Distance and scale share units; the selected decay term is dimensionless and supplied rather than fitted, without origin/destination balancing or predicted flow totals.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Check projection, route definitions, calibration, and the complete model before interpreting access or predicted flows.

References

  1. Calculation and input contract: human-geography/spatial-interaction-distance-deterrence-term — tool.io

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