There is a newer version of this record available.

Dataset Open Access

Dataset: Environmental Impact on the Long-Term Connectivity and Link Quality of an Outdoor LoRa Network

Pei Tian; Fengxu Yang; Xiaoyuan Ma; Carlo Alberto Boano; Xin Tian; Ye Liu; Jianming Wei


JSON Export

{
  "files": [
    {
      "links": {
        "self": "https://zenodo.org/api/files/f79fa972-7de5-4310-81c3-03d6962df166/readme.md"
      }, 
      "checksum": "md5:06ae1a5bbd56c26dce2c65cc92871fa4", 
      "bucket": "f79fa972-7de5-4310-81c3-03d6962df166", 
      "key": "readme.md", 
      "type": "md", 
      "size": 5623
    }, 
    {
      "links": {
        "self": "https://zenodo.org/api/files/f79fa972-7de5-4310-81c3-03d6962df166/topology_map.png"
      }, 
      "checksum": "md5:d5b0acb46ff96fd3b1cadbc014436b68", 
      "bucket": "f79fa972-7de5-4310-81c3-03d6962df166", 
      "key": "topology_map.png", 
      "type": "png", 
      "size": 622302
    }
  ], 
  "owners": [
    211961
  ], 
  "doi": "10.5281/zenodo.5519724", 
  "stats": {
    "version_unique_downloads": 285.0, 
    "unique_views": 8.0, 
    "views": 11.0, 
    "version_views": 622.0, 
    "unique_downloads": 6.0, 
    "version_unique_views": 327.0, 
    "volume": 3145248.0, 
    "version_downloads": 726.0, 
    "downloads": 11.0, 
    "version_volume": 211783985310.0
  }, 
  "links": {
    "thumb250": "https://zenodo.org/api/iiif/v2/f79fa972-7de5-4310-81c3-03d6962df166:9fbfcb04-e850-4f02-a8b0-4d5c513b8c0c:topology_map.png/full/250,/0/default.png", 
    "doi": "https://doi.org/10.5281/zenodo.5519724", 
    "thumbs": {
      "10": "https://zenodo.org/record/5519724/thumb10", 
      "750": "https://zenodo.org/record/5519724/thumb750", 
      "50": "https://zenodo.org/record/5519724/thumb50", 
      "1200": "https://zenodo.org/record/5519724/thumb1200", 
      "100": "https://zenodo.org/record/5519724/thumb100", 
      "250": "https://zenodo.org/record/5519724/thumb250"
    }, 
    "conceptdoi": "https://doi.org/10.5281/zenodo.4736501", 
    "conceptbadge": "https://zenodo.org/badge/doi/10.5281/zenodo.4736501.svg", 
    "latest_html": "https://zenodo.org/record/5594944", 
    "bucket": "https://zenodo.org/api/files/f79fa972-7de5-4310-81c3-03d6962df166", 
    "badge": "https://zenodo.org/badge/doi/10.5281/zenodo.5519724.svg", 
    "html": "https://zenodo.org/record/5519724", 
    "latest": "https://zenodo.org/api/records/5594944"
  }, 
  "conceptdoi": "10.5281/zenodo.4736501", 
  "created": "2021-09-21T17:04:28.879540+00:00", 
  "updated": "2021-10-24T11:07:56.327629+00:00", 
  "conceptrecid": "4736501", 
  "revision": 15, 
  "id": 5519724, 
  "metadata": {
    "access_right_category": "success", 
    "doi": "10.5281/zenodo.5519724", 
    "description": "<p>This repository contains the long-term connectivity and link quality&nbsp;dataset collected on <a href=\"https://chirpbox.github.io/\">ChirpBox</a>&nbsp;over 4&nbsp;months&nbsp;(May&nbsp;--&nbsp;September&nbsp;2021)&nbsp;in&nbsp;the&nbsp;city&nbsp;of&nbsp;Shanghai,&nbsp;China.&nbsp;</p>\n\n<p>In&nbsp;addition&nbsp;to&nbsp;the&nbsp;dataset&nbsp;itself,&nbsp;we&nbsp;provide&nbsp;evaluation&nbsp;scripts&nbsp;for&nbsp;data&nbsp;analysis&nbsp;and&nbsp;visualization,&nbsp;in&nbsp;order&nbsp;to&nbsp;facilitate&nbsp;data&nbsp;exploration&nbsp;and&nbsp;re-use. To make it clear how to use the scripts, we provide a <em>Jupyter notebook --&nbsp;</em><a href=\"https://zenodo.org/record/5512850/files/dataset.ipynb?download=1\">dataset.ipynb</a>&nbsp;for dataset visualization. Please check the <a href=\"https://nbviewer.jupyter.org/urls/zenodo.org/record/5512850/files/dataset.ipynb/%3Fdownload%3D1\">notebook viewer</a> for a preview.</p>\n\n<p><strong>List of files:</strong></p>\n\n<ol>\n\t<li><em>dataset_03052021_15092021.csv</em>\n\n\t<ul>\n\t\t<li>The dataset includes LoRa connectivity and link quality, as well as environmental information, collected from May 3 to September 15, 2021.</li>\n\t</ul>\n\t</li>\n\t<li><em>data_analysis.py</em>\n\t<ul>\n\t\t<li>The script for dataset analysis and visualization. One can use the functions in this script to derive network-level statistics (e.g., in terms of average number of correctly-exchanged packets), link-level statistics (e.g., in terms of SNR, RSS, and PRR), and node-level statistics(e.g., in terms of number of neighbours and temperature evolution over time).</li>\n\t</ul>\n\t<em>metadata_processing.py</em>\n\n\t<ul>\n\t\t<li>The script for pre-processing metadata into CSV files.</li>\n\t</ul>\n\t</li>\n\t<li><em>dataset.ipynb&nbsp;</em>\n\t<ul>\n\t\t<li>Jupiter notebook with dataset visualization and metadata pre-processing examples.</li>\n\t</ul>\n\t</li>\n\t<li><em>dataset_metadata.zip</em>\n\t<ul>\n\t\t<li>Metadata of the dataset&nbsp;in TXT and JSON formats.</li>\n\t</ul>\n\t</li>\n\t<li><em>topology_map.png</em>\n\t<ul>\n\t\t<li>A map of node deployment for creating topology maps.</li>\n\t</ul>\n\t</li>\n</ol>", 
    "language": "eng", 
    "title": "Dataset: Environmental Impact on the Long-Term Connectivity and Link Quality of an Outdoor LoRa Network", 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "relations": {
      "version": [
        {
          "count": 12, 
          "index": 7, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "4736501"
          }, 
          "is_last": false, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "5594944"
          }
        }
      ]
    }, 
    "version": "v1.0.7", 
    "keywords": [
      "LoRa", 
      "ChirpBox", 
      "Connectivity", 
      "Link quality", 
      "Internet of Things", 
      "Physical layer settings", 
      "SX1276", 
      "Temperature", 
      "Weather"
    ], 
    "publication_date": "2021-09-17", 
    "creators": [
      {
        "affiliation": "Shanghai Advanced Research Institute, Chinese Academy of Sciences", 
        "name": "Pei Tian"
      }, 
      {
        "affiliation": "Shanghai Advanced Research Institute, Chinese Academy of Sciences", 
        "name": "Fengxu Yang"
      }, 
      {
        "affiliation": "SKF Group", 
        "name": "Xiaoyuan Ma"
      }, 
      {
        "affiliation": "Graz University of Technology", 
        "name": "Carlo Alberto Boano"
      }, 
      {
        "affiliation": "Shanghai Advanced Research Institute, Chinese Academy of Sciences", 
        "name": "Xin Tian"
      }, 
      {
        "affiliation": "Nanjing Agricultural University", 
        "name": "Ye Liu"
      }, 
      {
        "affiliation": "Shanghai Advanced Research Institute, Chinese Academy of Sciences", 
        "name": "Jianming Wei"
      }
    ], 
    "access_right": "open", 
    "resource_type": {
      "type": "dataset", 
      "title": "Dataset"
    }, 
    "related_identifiers": [
      {
        "scheme": "doi", 
        "identifier": "10.5281/zenodo.4736501", 
        "relation": "isVersionOf"
      }
    ]
  }
}
622
726
views
downloads
All versions This version
Views 62211
Downloads 72611
Data volume 211.8 GB3.1 MB
Unique views 3278
Unique downloads 2856

Share

Cite as