Results 11 to 20 of about 4,378 (202)

Editorial: Plant Phenotyping and Phenomics for Plant Breeding [PDF]

Frontiers in Plant Science, 2017
A major challenge for food production in the coming decades is to meet the food demands of a growing population (Beddington, 2010). The difficulty of expanding agricultural land, along with the effect of climate change and the increase in world population are the current societal changes that make necessary to accelerate research to improve yield ...
Gustavo A. Lobos, Anyela V. Camargo, Alejandro del Pozo, Jose L. Araus, Rodomiro Ortiz, John H. Doonan   +5 more
doaj   +8 more sources

Affordable Phenomics special topic—Foreword for The Plant Phenome Journal

The Plant Phenome Journal, Volume 9, Issue 1, December 2026.
Abstract The Affordable Phenomics special topic in The Plant Phenome Journal showcased recent advances that expand the accessibility, cost‐effectiveness, and scalability of plant phenotyping technologies. This collection of 15 articles presented innovative approaches, ranging from low‐cost sensors and open‐source analytical pipelines to artificial ...
Valerio Hoyos‐Villegas, Michael A. Gore   +1 more
wiley   +2 more sources

Field Phenomics: Will It Enable Crop Improvement?

Plant Phenomics, 2021
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
David M. Deery, Hamlyn G. Jones
doaj   +1 more source

A New Method for Extracting Individual Plant Bio-Characteristics from High-Resolution Digital Images

Remote Sensing, 2021
The extraction of automated plant phenomics from digital images has advanced in recent years. However, the accuracy of extracted phenomics, especially for individual plants in a field environment, requires improvement.
Saba Rabab, Edmond Breen, Alem Gebremedhin, Fan Shi, Pieter Badenhorst, Yi-Ping Phoebe Chen, Hans D. Daetwyler   +6 more
doaj   +1 more source

Imaging Sensor-Based High-Throughput Measurement of Biomass Using Machine Learning Models in Rice

Agriculture, 2023
Phenomics technologies have advanced rapidly in the recent past for precision phenotyping of diverse crop plants. High-throughput phenotyping using imaging sensors has been proven to fetch more informative data from a large population of genotypes than ...
Allimuthu Elangovan, Nguyen Trung Duc, Dhandapani Raju, Sudhir Kumar, Biswabiplab Singh, Chandrapal Vishwakarma, Subbaiyan Gopala Krishnan, Ranjith Kumar Ellur, Monika Dalal, Padmini Swain, Sushanta Kumar Dash, Madan Pal Singh, Rabi Narayan Sahoo, Govindaraj Kamalam Dinesh, Poonam Gupta, Viswanathan Chinnusamy   +15 more
doaj   +1 more source

Smoothing and extraction of traits in the growth analysis of noninvasive phenotypic data

Plant Methods, 2020
Background Non-destructive high-throughput plant phenotyping is becoming increasingly used and various methods for growth analysis have been proposed. Traditional longitudinal or repeated measures analyses that model growth using statistical models are ...
Chris Brien, Nathaniel Jewell, Stephanie J. Watts-Williams, Trevor Garnett, Bettina Berger   +4 more
doaj   +1 more source

Sensor-based phenotyping of above-ground plant-pathogen interactions

Plant Methods, 2022
Plant pathogens cause yield losses in crops worldwide. Breeding for improved disease resistance and management by precision agriculture are two approaches to limit such yield losses.
Florian Tanner, Sebastian Tonn, Jos de Wit, Guido Van den Ackerveken, Bettina Berger, Darren Plett   +5 more
doaj   +1 more source

Phenomics based prediction of plant biomass and leaf area in wheat using machine learning approaches

Frontiers in Plant Science, 2023
IntroductionPhenomics has emerged as important tool to bridge the genotype-phenotype gap. To dissect complex traits such as highly dynamic plant growth, and quantification of its component traits over a different growth phase of plant will immensely help
Biswabiplab Singh, Sudhir Kumar, Allimuthu Elangovan, Devendra Vasht, Sunny Arya, Nguyen Trung Duc, Nguyen Trung Duc, Pooja Swami, Godawari Shivaji Pawar, Dhandapani Raju, Hari Krishna, Lekshmy Sathee, Monika Dalal, Rabi Narayan Sahoo, Viswanathan Chinnusamy   +14 more
doaj   +1 more source

Development of an Image Analysis Pipeline to Estimate Sphagnum Colony Density in the Field

Plants, 2021
Sphagnum peatmosses play an important part in water table management of many peatland ecosystems. Keeping the ecosystem saturated, they slow the breakdown of organic matter and release of greenhouse gases, facilitating peatland’s function as a carbon ...
Willem Q. M. van de Koot, Larissa J. J. van Vliet, Weilun Chen, John H. Doonan, Candida Nibau   +4 more
doaj   +1 more source

Proximal Remote Sensing Buggies and Potential Applications for Field-Based Phenotyping

Agronomy, 2014
The achievements made in genomic technology in recent decades are yet to be matched by fast and accurate crop phenotyping methods. Such crop phenotyping methods are required for crop improvement efforts to meet expected demand for food and fibre in the ...
David Deery, Jose Jimenez-Berni, Hamlyn Jones, Xavier Sirault, Robert Furbank   +4 more
doaj   +1 more source