Evidence map›Paper›PMID 42655462›Full record

ArticleSensors (Basel, Switzerland)2026

Development and Validation of an IoF-Based Sensing Architecture for Microclimate Monitoring: Quantifying Spatial ET

Okan Oral, Mustafa Cakir, Nuri Caglayan, Huseyin Kursat Celik

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Okan OralDepartment of Mechanical Engineering, Faculty of Engineering, Akdeniz University, Antalya 07070, Türkiye.ORCID 0000-0002-6302-4574
Mustafa CakirDepartment of UAV Technology, Iskenderun Technical University, Iskenderun 31200, Türkiye.ORCID 0000-0002-1794-9242
Nuri CaglayanDepartment of Agricultural Machinery and Technology Engineering, Akdeniz University, Antalya 07070, Türkiye.ORCID 0000-0003-0206-5003
Huseyin Kursat CelikDepartment of Agricultural Machinery and Technology Engineering, Akdeniz University, Antalya 07070, Türkiye.ORCID 0000-0001-8154-6993

Funding

Akdeniz University FKA-2019-4614
6 · The paper itself

Abstract

This study presents and validates a modular Internet of Farming (IoF) sensing architecture designed for high-fidelity microclimate monitoring to address the spatial biases in reference evapotranspiration (ET

Indexed as

ET0 bias correctionInternet of Farming (IoF)microclimate monitoringprecision viticulturesensing architecturesensor benchmarkingspatial heterogeneity

Identifiers

PMID42655462
PMCPMC13517316

What OpenQuestion holds

Textmetadata
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.