Evidence map›Paper›PMID 37860243›Full record

ReviewFrontiers in plant science2023

Field phenotyping for African crops: overview and perspectives.

Daniel K Cudjoe, Nicolas Virlet, March Castle, Andrew B Riche, Manal Mhada, Toby W Waine, Fady Mohareb, Malcolm J Hawkesford

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in plant science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
6.8field-weighted citation impact, top 4% 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

3 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
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

8 authors at 3 institutions in 2 countries.

Daniel K CudjoeSustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
Nicolas VirletSustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
March CastleSustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
Andrew B RicheSustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
Manal MhadaAgroBiosciences Department, Mohammed VI Polytechnic University (UM6P), Benguérir, Morocco.
Toby W WaineSchool of Water, Energy and Environment, Cranfield University, Cranfield, Bedfordshire, United Kingdom.
Fady MoharebSchool of Water, Energy and Environment, Cranfield University, Cranfield, Bedfordshire, United Kingdom.
Malcolm J HawkesfordSustainable Soils and Crops, Rothamsted Research, Harpenden, United Kingdom.
Rothamsted Research · GBCranfield University · GBUniversité Mohammed VI Polytechnique · MA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Improvements in crop productivity are required to meet the dietary demands of the rapidly-increasing African population. The development of key staple crop cultivars that are high-yielding and resilient to biotic and abiotic stresses is essential. To contribute to this objective, high-throughput plant phenotyping approaches are important enablers for the African plant science community to measure complex quantitative phenotypes and to establish the genetic basis of agriculturally relevant traits. These advances will facilitate the screening of germplasm for optimum performance and adaptation to low-input agriculture and resource-constrained environments. Increasing the capacity to investigate plant function and structure through non-invasive technologies is an effective strategy to aid plant breeding and additionally may contribute to precision agriculture. However, despite the significant global advances in basic knowledge and sensor technology for plant phenotyping, Africa still lags behind in the development and implementation of these systems due to several practical, financial, geographical and political barriers. Currently, field phenotyping is mostly carried out by manual methods that are prone to error, costly, labor-intensive and may come with adverse economic implications. Therefore, improvements in advanced field phenotyping capabilities and appropriate implementation are key factors for success in modern breeding and agricultural monitoring. In this review, we provide an overview of the current state of field phenotyping and the challenges limiting its implementation in some African countries. We suggest that the lack of appropriate field phenotyping infrastructures is impeding the development of improved crop cultivars and will have a detrimental impact on the agricultural sector and on food security. We highlight the prospects for integrating emerging and advanced low-cost phenotyping technologies into breeding protocols and characterizing crop responses to environmental challenges in field experimentation. Finally, we explore strategies for overcoming the barriers and maximizing the full potential of emerging field phenotyping technologies in African agriculture. This review paper will open new windows and provide new perspectives for breeders and the entire plant science community in Africa.

Indexed as

African agricultureAfrican cropsfield phenotypinghigh-throughput phenotypinglow-cost phenotypingphenotypesphenotyping infrastructuresprecision agriculture

Identifiers

PMID37860243
PMCPMC10582954
OpenAlexW4387341331

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.