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evo-lake-data-pipeline

Loads, merges, and preprocesses lake water temperature and environmental driver CSV datasets. Provides category mapping for Heat/Flow/Wind/Human factor groups.

tasks-evolved/lake-warming-attribution/environment/skills/evo-lake-data-pipeline/SKILL.md

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Sep 10, 2026
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# evo-lake-data-pipeline

Loads and merges four CSV datasets (water_temperature, climate, land_cover, hydrology) into analysis-ready DataFrames.

## Category Mapping

| Category | Variables |
|----------|----------|
| Heat | AirTempLake, Shortwave, Longwave |
| Flow | Precip, Outflow, Inflow |
| Wind | WindSpeedLake |
| Human | DevelopedArea, AgricultureArea |

## Usage