ADAM Methane-Monitoring Evaluation Dataset: Labeled Exposure Trials (D1) and Live Deployment Traces (D2) from a Four-Node Edge Multi-Agent Testbed

This version contains ADAM_Dataset_Master_v14_reconciled.xlsx, a 21-sheet analytical workbook for a co-located four-node Raspberry Pi methane-monitoring testbed. D1 includes 2,000 timestamped observations from 10 controlled exposure-and-recovery trials, with 900 anomaly and 1,100 normal labels determined from the NDIR reference. D2 includes 459 coordination events, of which 446 completed the recorded workflow, and 909 resource-measurement windows. The workbook also contains recorded predictions and trial summaries, a trigger-gated analysis, Decision-Agent substitution and degraded-condition summaries, security stress tests, and node-count results. Node counts 1–4 are physical measurements; larger node counts are software-model estimates under fixed-load assumptions. V14 synchronizes 15 duplicate NDIR fields with the primary labeled-event table. The primary labels and stored predictions are unchanged. The workbook supports recomputation of the preserved summary results. It does not contain the complete concurrent four-node acquisition streams, historical event-level substitution ballots, or degraded-condition prompt and retrieval traces. The related reference code is available at https://github.com/CryptoGuy1/ADAM.