遇见数据集

Companion artefacts for: Multimodal Gap Repair and Outage Resilience for Agricultural IoT at the Edge

收藏
Zenodo2026-06-04 更新2026-06-12 收录
官方服务:

资源简介:

Companion artefacts for: Multimodal Gap Repair and Outage Resilience for Agricultural IoT at the Edge This repository contains the v1.1 complete companion artefacts for the manuscript “Multimodal Gap Repair and Outage Resilience for Agricultural IoT at the Edge.” The deposit supports a training-free multimodal fusion-repair method for outage-resilient Agricultural Internet of Things (Ag-IoT) sensing under microcontroller-class constraints. The method combines temporal continuity, physics guardrails, reliability-weighted cross-sensor fusion, and bounded neighbour consensus to repair missing values during random gaps, burst gaps, multi-sensor loss, node blackouts, and missing-not-at-random faults. This complete package includes the retained manuscript artefacts and the supplementary artefacts moved out of the revised manuscript to reduce density. It contains original manuscript figures, moved figures, retained figures, figure source data, original tables, moved tables, supplementary tables, hardware-in-the-loop metering traces, outage masks and seeds, device configuration files, run-level logs, schema templates, reproducibility protocols, citation-correction notes, release notes, and checklist files. The artefacts support verification of the manuscript’s main findings, including long-gap repair performance, physical plausibility violations, blackout time-to-stability, accuracy–energy frontiers, accuracy–RAM frontiers, ablation results, consensus-iteration sensitivity, deployment recipes, uncertainty sources, and resource-cap usage. The package also provides traceability for the supplementary results that were removed from the main manuscript during revision, including detailed sensitivity grids, risk–mitigation records, control-proxy outputs, and auxiliary validation materials. Raw third-party datasets are not redistributed in this repository. Dataset sources are cited in the manuscript and should be obtained from their original providers. This deposit is intended to support reviewer verification, transparency, reproducibility, future extension, and long-term preservation of the supplementary materials associated with the manuscript.

提供机构:
Zenodo
创建时间:
2025-10-25
二维码
社区交流群
二维码
科研交流群
商业服务