Evidence map›Paper›PMID 41977993›Full record

ReviewSensors (Basel, Switzerland)2026

Toward Advanced Sensing and Data-Driven Approaches for Maturity Assessment of Indeterminate Peanut Cropping Systems: Review of Current State and Prospects.

Sathish Raymond Emmanuel Sahayaraj, Abhilash K Chandel, Pius Jjagwe, Ranadheer Reddy Vennam, Maria Balota, Arunachalam Manimozhian

Abstract readReview
In one paragraph

Review 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

6 authors.

Sathish Raymond Emmanuel SahayarajDepartment of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, USA.
Abhilash K ChandelDepartment of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0000-0002-3996-4443
Pius JjagweDepartment of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0000-0002-0297-3725
Ranadheer Reddy VennamTidewater Agricultural Research and Extension Center, Virginia Tech, Suffolk, VA 23437, USA.ORCID 0000-0001-5912-7856
Maria BalotaTidewater Agricultural Research and Extension Center, Virginia Tech, Suffolk, VA 23437, USA.ORCID 0000-0003-4626-0193
Arunachalam ManimozhianDepartment of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061, USA.ORCID 0000-0002-8298-7157

Funding

USDA-NIFA 2023-67013-39624, hatch projects VA-160181, VA-136412, VA-136438, VA-136452Virginia Peanut Board 467614Virginia Tech College of Agriculture and Life Sciences Faculty startup funds
6 · The paper itself

Abstract

Determining the optimal harvest time is among the most critical economic decisions for peanut (

Indexed as

AgricultureArachisCrops, AgriculturalArtificial Intelligenceartificial intelligenceend-to-end solutionhigh-throughput methodspeanut maturityprecision harvest and crop managementtraditional methods

Identifiers

PMID41977993
PMCPMC13075220

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.