Numerical data for compact photovoltaic inspection after hurricanes

Published: 9 November 2026| Version 1 | DOI: 10.17632/n5zt5vd3xt.1
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Description

This dataset contains the complete numerical records supporting compact photovoltaic inspection after hurricanes. The core evaluation comprises 45 facility and event cases from six storm groups, 410305 eligible spatial cells and 26098 positive cells. Archived outputs cover eight model variants, three student sampling seeds and seven inspection budgets. Additional records include a retrospective transfer cohort of 1523 images, 675 controlled image condition records, 165 CPU case timings, three startup probes and 38 deployment records from 30 facilities. All 410305 paired cell diagnostic values are retained. Fixed exclusions, provider reference labels, source identifiers, imagery links, acquisition metadata and file hashes are documented. A portable Python program using NumPy and pandas recomputes the principal numerical summaries and bootstrap intervals. Reference labels derive from the DuraMAT provider dataset; prediction scores and percentiles are outputs of the specified computer vision experiments. Original imagery and model weight files are referenced through their sources. The archive contains no synthetic imagery or LLM generated damage labels.

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Remote Sensing, Knowledge Distillation

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