ReviewPlant phenomics (Washington, D.C.)2021
Field Phenomics: Will It Enable Crop Improvement?
Review in Plant phenomics (Washington, D.C.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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.
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.
Who cites it
18 citing papers in PubMed.
- Plant defence priming and memory mechanisms under climate change.Essays in biochemistry · 2026Review
- High-Throughput Phenotyping: Status and Applications in Rice Breeding.Plants (Basel, Switzerland) · 2026Review
- Omics-driven plant breeding through phenomics-enviromics crosstalk.Nature communications · 2026Review
- Predictive modeling, pattern recognition, and spatiotemporal representations of plant growth in simulated and controlled environments: A comprehensive review.Plant phenomics (Washington, D.C.) · 2025Review
- Design and implementation of a high-throughput field phenotyping robot for acquiring multisensor data in wheat.Plant phenomics (Washington, D.C.) · 2025Article
- Current methods and future needs for visible and non-visible detection of plant stress responses.Frontiers in plant science · 2025Review
- Phenotyping cotton leaf chlorophyll viaFrontiers in plant science · 2024Article
- Thermal imaging can reveal variation in stay-green functionality of wheat canopies under temperate conditions.Frontiers in plant science · 2024Article
- Ameliorating the effects of multiple stresses on agronomic traits in crops: modern biotechnological and omics approaches.Molecular biology reports · 2023Review
- A Synthetic Review of Various Dimensions of Non-Destructive Plant Stress Phenotyping.Plants (Basel, Switzerland) · 2023Review
- A Pathway to Assess Genetic Variation of Wheat Germplasm by Multidimensional Traits with Digital Images.Plant phenomics (Washington, D.C.) · 2023Article
- A Combined Genomics and Phenomics Approach is Needed to Boost Breeding in Sugarcane.Plant phenomics (Washington, D.C.) · 2023Review
- To What Extent Does Yellow Rust Infestation Affect Remotely Sensed Nitrogen Status?Plant phenomics (Washington, D.C.) · 2023Article
- Crop/Plant Modeling Supports Plant Breeding: II. Guidance of Functional Plant Phenotyping for Trait Discovery.Plant phenomics (Washington, D.C.) · 2023Review
- Quantification of Photosynthetic Pigments inPlant phenomics (Washington, D.C.) · 2023Article
- High-throughput field crop phenotyping: current status and challenges.Breeding science · 2022Article
- Breeding has selected for architectural and photosynthetic traits in lentils.Frontiers in plant science · 2022Article
- Omics Technologies to Enhance Plant Based Functional Foods: An Overview.Frontiers in genetics · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Field phenomics has been identified as a promising enabling technology to assist plant breeders with the development of improved cultivars for farmers. Yet, despite much investment, there are few examples demonstrating the application of phenomics within a plant breeding program. We review recent progress in field phenomics and highlight the importance of targeting breeders' needs, rather than perceived technology needs, through developing and enhancing partnerships between phenomics researchers and plant breeders.
Identifiers
What OpenQuestion holds
Registered trials
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.