Validation of In-House Imaging System via Code Verification on Petunia Images Collected at Increasing Fertilizer Rates and pHs.

Kahlin Wacker, Changhyeon Kim, Marc W van Iersel, Mark Haidekker, Lynne Seymour, Rhuanito Soranz Ferrarezi

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. 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

6 authors.

Kahlin WackerDepartment of Horticulture, University of Georgia, Athens, GA 30602, USA.

Changhyeon KimDepartment of Plant Science and Landscape Architecture, University of Connecticut, Storrs, CT 06269, USA.ORCID 0000-0002-1802-9579

Marc W van IerselDepartment of Horticulture, University of Georgia, Athens, GA 30602, USA.ORCID 0000-0001-5491-0622

Mark HaidekkerCollege of Engineering, University of Georgia, Athens, GA 30602, USA.ORCID 0000-0002-0203-7208

Lynne SeymourDepartment of Statistics, University of Georgia, Athens, GA 30602, USA.ORCID 0000-0002-8023-5269

Rhuanito Soranz FerrareziDepartment of Horticulture, University of Georgia, Athens, GA 30602, USA.ORCID 0000-0002-6873-7995

Funding

American Floral Endowment AFE RAMFE0001364801College of Agricultural and Environmental Sciences NADepartment of Horticulture NAHorticultural Research Institute HRI SHRIN0001319101National Institute of Food and Agriculture 2018-51181-28365Office of the Senior Vice President for Academic Affairs and Provost NA

6 · The paper itself

Abstract

In a production environment, delayed stress recognition can impact yield. Imaging can rapidly and effectively quantify stress symptoms using indexes such as normalized difference vegetation index (NDVI). Commercial systems are effective but cannot be easily customized for specific applications, particularly post-processing. We developed a low-cost customizable imaging system and validated the code to analyze images. Our objective was to verify the image analysis code and custom system could successfully quantify the changes in plant canopy reflectance. 'Supercascade Red', 'Wave© Purple', and 'Carpet Blue' Petunias (

Indexed as

FertilizersPetuniaHydrogen-Ion ConcentrationImage Processing, Computer-AssistedFertilizerschlorophyll fluorescencenormalized difference vegetation indexplant image segmentation

Identifiers

PMID39275720

DOI10.3390/s24175809

PMCPMC11397799

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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.