Evidence map›Paper›PMID 39338703›Full record

ArticleSensors (Basel, Switzerland)2024

Calibration of Low-Cost Moisture Sensors in a Biochar-Amended Sandy Loam Soil with Different Salinity Levels.

María José Gómez-Astorga, Karolina Villagra-Mendoza, Federico Masís-Meléndez, Aníbal Ruíz-Barquero, Renato Rimolo-Donadio

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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.

María José Gómez-AstorgaAgricultural Engineering, CETIA Centro de Investigación y Extensión en Tecnología e Ingeniería Agrícola, Instituto Tecnológico de Costa Rica, Cartago P.O. Box 159-7050, Costa Rica.ORCID 0000-0002-4877-0405
Karolina Villagra-MendozaAgricultural Engineering, CETIA Centro de Investigación y Extensión en Tecnología e Ingeniería Agrícola, Instituto Tecnológico de Costa Rica, Cartago P.O. Box 159-7050, Costa Rica.ORCID 0000-0002-2335-0615
Federico Masís-MeléndezChemistry, CEQIATEC, Centro de Investigación y de Servicios Químicos y Microbiológicos, Instituto Tecnológico de Costa Rica, Cartago P.O. Box 159-7050, Costa Rica.ORCID 0000-0003-1456-7190
Aníbal Ruíz-BarqueroElectronic Engineering, Instituto Tecnológico de Costa Rica, Cartago P.O. Box 159-7050, Costa Rica.ORCID 0000-0003-1300-3887
Renato Rimolo-DonadioElectronic Engineering, Instituto Tecnológico de Costa Rica, Cartago P.O. Box 159-7050, Costa Rica.

Funding

Instituto Tecnológico de Costa Rica 1431030Ministerio de Ciencia, Tecnología y Telecomunicaciones FI-054B-19
6 · The paper itself

Abstract

With the increasing focus on irrigation management, it is crucial to consider cost-effective alternatives for soil water monitoring, such as multi-point monitoring with low-cost soil moisture sensors. This study assesses the accuracy and functionality of low-cost sensors in a sandy loam (SL) soil amended with biochar at rates of 15.6 and 31.2 tons/ha by calibrating the sensors in the presence of two nitrogen (N) and potassium (K) commercial fertilizers at three salinity levels (non/slightly/moderately) and six soil water contents. Sensors were calibrated across nine SL-soil combinations with biochar and N and K fertilizers, counting for 21 treatments. The best fit for soil water content calibration was obtained using polynomial equations, demonstrating reliability with R2 values greater than 0.98 for each case. After a second calibration, low-cost soil moisture sensors provide acceptable results concerning previous calibration, especially for non- and slightly saline treatments and at soil moisture levels lower than 0.17 cm

Indexed as

calibrationcapacitive sensorsalinitysoil moisture contentsoil moisture sensor

Identifiers

PMID39338703
PMCPMC11436195

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Registered trials

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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.