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Published April 30, 2025 | Version v1

Cloud Seeding Activities in the United States (2000–2025)

  • 1. ROR icon Columbia University

Contributors

Supervisor:

  • 1. ROR icon Columbia University

Description

This dataset contains 835 records of cloud seeding activities reported to NOAA in the United States between 2000 and 2025. Each record includes the following fields: year, season, state, seeding agent, deployment apparatus, and the stated purpose of the cloud seeding operation.

The dataset was constructed using a multi-stage PDF-to-text extraction pipeline combining PyMuPDF, pytesseract, and Unstract's LLM Whisperer. Extracted text was parsed and structured using OpenAI’s o4-mini language model, which inferred the relevant data fields from semi-structured report content.

To assess data quality, we manually reviewed a random sample of 200 records (n = 200). The dataset achieved 94.72% average accuracy across all six fields.

Files

cloud_seeding_us_2000_2025.csv

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Additional details

Related works

Is described by
Data paper: arXiv:2505.01555 (arXiv)

Dates

Created
2025-04-30

Software