Evidence map›Paper›PMID 39860866›Full record

ArticleSensors (Basel, Switzerland)2025

Tracking Boats on Amazon Rivers-A Case Study with the LoRa/LoRaWAN.

Marlos Rodrigues, Alyson Dos Santos, Hillermann Lima, Warley Nogueira, Vicente de Lucena Junior

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Marlos RodriguesFederal Institute of Education, Science, and Technology of Amazonas, Pólo de Inovação Manaus, Manaus 69075-351, AM, Brazil.ORCID 0000-0003-4838-7569
Alyson Dos SantosFederal Institute of Education, Science, and Technology of Amazonas, Pólo de Inovação Manaus, Manaus 69075-351, AM, Brazil.
Hillermann LimaFederal Institute of Education, Science, and Technology of Amazonas, Pólo de Inovação Manaus, Manaus 69075-351, AM, Brazil.
Warley NogueiraHana Electronics, Manaus 69075-010, AM, Brazil.ORCID 0009-0005-3058-0717
Vicente de Lucena JuniorElectronic and Information Technology Research and Development Center (CETELI), Federal University of Amazonas, Manaus 69067-005, AM, Brazil.ORCID 0000-0001-9864-2850

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Amazon region has the largest hydrographic basin in the world. The rivers act as roads, and boats serve as vehicles for transporting passengers and cargo to large urban centers, municipalities, riverside communities, villages, and settlements. The Amazon River transportation system faces critical gaps due to the lack of land infrastructure in certain areas, which makes rivers essential for commerce and access to isolated communities. This work proposes the development of a new hardware platform consisting of a system-in-package (SiP)-iMCP HTLRBL32L and GPS, which enables data transfer over a network with long-range LoRa technology. In addition, we developed a new communication protocol between the end devices called the LoRa Protocol Proprietary (LPP). This protocol allows parameterizable commands (location table, modulation, routing, source and destination DevEUI, and port) to be sent between end devices, providing flexibility in the configuration and management of Internet of Things networks. The results of the practical experiments with the new hardware platform in the communication scenario between the end device and the gateway show that the maximum range was 16.928 km. In the communication scenario between the end devices, the maximum range was 12.447 km. It offers a stable platform for exchanging control information, which is fundamental to the safety of river transport in the Amazon.

Indexed as

Amazon rainforestinterconnected boatsLoRarural networks

Identifiers

PMID39860866
PMCPMC11769334

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.