Evidence map›Paper›PMID 35161310›Full record

ArticlePlants (Basel, Switzerland)2022

Prediction of South American Leaf Blight and Disease-Induced Photosynthetic Changes in Rubber Tree, Using Machine Learning Techniques on Leaf Hyperspectral Reflectance.

Armando Sterling, Julio A Di Rienzo

Open access · goldAbstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.2field-weighted citation impact, top 25% of its field
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

1 citing paper in PubMed, 12 citations in OpenAlex.

  1. 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

2 authors at 1 institution in 2 countries.

Armando SterlingPhytopathology Laboratory, Instituto Amazónico de Investigaciones Científicas SINCHI-Facultad de Ciencias Básicas, Universidad de la Amazonía, Florencia 180001, Colombia.ORCID 0000-0002-9955-9175
Julio A Di RienzoInfoStat Transfer Center, Facultad de Ciencias Agropecuarias, Universidad Nacional de Córdoba, Córdoba 5016, Argentina.
Universidad Nacional de Córdoba · AR

Funding

Fondo de Ciencia, Tecnología e Innovación FCTeI-SGR, Instituto Amazónico de Investigaciones Científicas SINCHI-Gobernación del Caquetá-the Universidad de la Amazonía-the Asociación de Reforestadores y Cultivadores de Caucho del Caquetá Asoheca. Contract 59/2013
6 · The paper itself

Abstract

The efficiency of visible and near-infrared (VIS/NIR) sensors and predictive modeling for detecting and classifying South American Leaf Blight (SALB) (

Indexed as

disease detectionHevea brasiliensismachine learningphotosynthesis predictionprecision crop protectionPseudocercospora uleispectral reflectance

Identifiers

PMID35161310
PMCPMC8840432
OpenAlexW4210563188

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.