Cloud Seeding Activities in the United States (2000–2025)
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This dataset contains 834 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.
本数据集收录了2000年至2025年间上报至美国国家海洋和大气管理局(National Oceanic and Atmospheric Administration, NOAA)的834条云催化(cloud seeding)作业记录。每条记录包含如下字段:年份、作业季节、作业所在州、播撒剂、播撒装置,以及云催化作业的既定目的。 本数据集采用结合PyMuPDF、pytesseract与Unstract的LLM Whisperer的多阶段PDF转文本提取流程构建而成。提取得到的文本通过OpenAI的o4-mini大语言模型进行解析与结构化处理,该模型可从半结构化的报告内容中推断出对应的数据字段。 为评估数据集质量,研究团队人工审阅了200条随机抽取的记录(样本量n=200)。该数据集在全部六个字段上的平均准确率达到94.72%。



