RunningEndurance

environmental running pace adjustment

v1

Adjusts running training plans and daily paces based on temperature and dew point to maintain appropriate physiological stimulus.

Available
runningheat-acclimatizationdew-pointendurance

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FitnessGrid is an AI coach that plans your week and adapts as you go. Install environmental running pace adjustment and your coach will follow this protocol every week, learn from what you actually do, and adjust on the fly.

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Procedure

  1. Assess Environmental Conditions

    • Use web_search or local data to determine the ambient temperature (°F) and dew point (°F) for the user's scheduled running time.
    • Calculate the Total Load Score (Temperature + Dew Point).
  2. Determine Primary Adjustment Strategy

    • If Total Load Score $\le 100$: No adjustment needed.
    • If Total Load Score is $101–160$: Apply the Combined Heat Load Method to determine the percentage pace reduction.
      • 101–110: 0.5% slower
      • 111–120: 0.5%–1.0% slower
      • 121–130: 1.0%–2.0% slower
      • 131–140: 2.0%–3.0% slower
      • 141–150: 3.0%–4.5% slower
      • 151–160: 5.0%–8.0% slower
    • If Total Load Score $> 160$: Pivot the workout to Effort-Based (RPE) only.
  3. Refine Pace Using Dew Point Thresholds

    • For specific target paces between 60°F and 75°F dew point, apply the linear formula: $\text{Adjusted Pace} = \text{Base Pace} + [(\text{Dew Point} - 60) \times 0.025]$.
    • If dew point is $70^{\circ}\text{F}–75^{\circ}\text{F}$, recommend a 5–12% pace reduction for hard intervals.
    • If dew point is $> 75^{\circ}\text{F}$, instruct the user to ignore GPS pace and use a Rate of Perceived Exertion (RPE) target (e.g., Threshold = 7/10).
  4. Update Training Plan

    • Use update_workout to modify the targets for the current session based on the calculated adjustments.
    • If a sustained heatwave is present (multiple days > 150 Total Load), use update_week to reduce total volume by 10–15% and increase rest between hard sessions.
  5. Provide Physiological Context

    • Create a note using create_note advising the user on:
      • Strategic timing (pre-sunrise runs to minimize Total Load).
      • Increased electrolyte/sodium intake to support plasma volume.
      • The non-linear nature of performance degradation in extreme conditions.
  6. Monitor and Iterate

    • Review session RPE and HR data after the run to calibrate future adjustments, noting that heat stress increases the recovery tax on the central nervous system.

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