Evidence map›Paper›PMID 35590963›Full record

ReviewSensors (Basel, Switzerland)2022

Utilization of Internet of Things and Wireless Sensor Networks for Sustainable Smallholder Agriculture.

Amsale Zelalem Bayih, Javier Morales, Yaregal Assabie, Rolf A de By

Abstract readReview
In one paragraph

Review in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
  5. Review
  6. Citizen Science Studies in Nursing: A Systematic Review.Nursing reports (Pavia, Italy) · 2024
    Review
  7. Article
  8. Article
  9. Smart Strawberry Farming Using Edge Computing and IoT.Sensors (Basel, Switzerland) · 2022
    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

4 authors.

Amsale Zelalem BayihDepartment of Geo-Information Processing, Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AA Enschede, The Netherlands.ORCID 0000-0002-7960-3845
Javier MoralesDepartment of Geo-Information Processing, Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AA Enschede, The Netherlands.ORCID 0000-0002-6919-796X
Yaregal AssabieDepartment of Computer Science, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa P.O. Box 1176, Ethiopia.ORCID 0000-0001-7591-9298
Rolf A de ByDepartment of Geo-Information Processing, Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AA Enschede, The Netherlands.ORCID 0000-0002-8921-2960

Funding

Netherlands organisation for international cooperation CF13198, 2016
6 · The paper itself

Abstract

Agriculture is the economy's backbone for most developing countries. Most of these countries suffer from insufficient agricultural production. The availability of real-time, reliable and farm-specific information may significantly contribute to more sufficient and sustained production. Typically, such information is usually fragmented and often does fit one-on-one with the farm or farm plot. Automated, precise and affordable data collection and dissemination tools are vital to bring such information to these levels. The tools must address details of spatial and temporal variability. The Internet of Things (IoT) and wireless sensor networks (WSNs) are useful technology in this respect. This paper investigates the usability of IoT and WSN for smallholder agriculture applications. An in-depth qualitative and quantitative analysis of relevant work over the past decade was conducted. We explore the type and purpose of agricultural parameters, study and describe available resources, needed skills and technological requirements that allow sustained deployment of IoT and WSN technology. Our findings reveal significant gaps in utilization of the technology in the context of smallholder farm practices caused by social, economic, infrastructural and technological barriers. We also identify a significant future opportunity to design and implement affordable and reliable data acquisition tools and frameworks, with a possible integration of citizen science.

Indexed as

Internet of ThingsWireless TechnologyAgricultureData CollectionFarmsaffordable digital data infrastructureInternet of Thingssmart agriculturetechnology assist in smallholder data acquisitionwireless sensor network

Identifiers

PMID35590963
PMCPMC9101116

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.