Results 81 to 90 of about 6,544 (210)

Artificial intelligence‐powered plant phenomics: Progress, challenges, and opportunities

The Plant Phenome Journal, Volume 9, Issue 1, December 2026.
Abstract Artificial intelligence (AI), a key driver of the Fourth Industrial Revolution, is being rapidly integrated into plant phenomics to automate sensing, accelerate data analysis, and support decision‐making in phenomic prediction and genomic selection.
Xu Wang, Daeun Choi, Damian Adams, Jaehyun Ahn, Kelly Balmant, Raquel Dias, Carlos D. Messina, Rafael Muñoz‐Carpena, Vance M. Whitaker, Haipeng Yu, Ziwen Yu, Chang Zhao, Changying Li   +12 more
wiley   +1 more source

Multiple ortho‐mosaicking software pipelines produce comparable imagery‐derived wheat phenotypes

The Plant Phenome Journal, Volume 9, Issue 1, December 2026.
Abstract Unmanned aerial systems (UAS) equipped with multispectral and RGB sensors offer valuable data for monitoring crop health and assessing disease severity. However, the wide range of available photogrammetric software complicates software selection for high‐throughput plant phenotyping.
Sanju Shrestha, Phillip D. Alderman, Grishma Ojha, Brett F. Carver   +3 more
wiley   +1 more source

Plant architectural and genetic diversities in Coffea native from Madagascar : Towards an architectural-functional plant growth model applied to Coffea biodiversity perservation [PDF]

, 2011
The Coffea genus includes 103 species with 53 endemic to Madagascar (namely Mascarocoffea).The three main centres of species diversity for coffee trees are Madagascar (naturally low-caffeine species), Cameroon and Tanzania.
Andrianasolo, Domohina Noromalala, De Reffye, Philippe, Hamon, Perla, Letort, Véronique, Rakotomalala, Jean-Jacques, Sabatier, Sylvie-Annabel   +5 more
core  

Challenges and opportunities for quantifying roots and rhizosphere interactions through imaging and image analysis [PDF]

, 2014
The morphology of roots and root systems influences the efficiency by which plants acquire nutrients and water, anchor themselves and provide stability to the surrounding soil. Plant genotype and the biotic and abiotic environment significantly influence
Abbas-Zadeh, Adu, al Hagrey, Amato, Armengaud, Asseng, Bailey, Balasubramanian, Baldwin, Bao, Barton, Basu, Bates, Batey, Bauer, Beemster, Bengough, Bengough, Bengough, Benjamin, Berendsen, Bingham, Bloemberg, Blossfeld, Blossfeld, Blossfeld, Blossfeld, Bohn, Bois, Bottomley, Bougourd, Bovina, Brady, Brooks, Brown, Bruand, Burton, Burton, Caldwell, Carminati, Carminati, Carminati, Chaparro, Chapman, Clark, Clark, Clark, Clark, Czarnes, Czymmek, Dai, Dannoura, Darwin, Dechamps, Delhaize, Delin, Den Herder, Dhondt, Dietrich, Dixit, Dong, Donner, Downie, Downie, Draye, Dubrovsky, Duncan, Ehlers, Eickhorst, Faget, Faget, Faget, Fang, Fang, Federici, Fiorani, Fisher, Frangi, French, French, Gage, Galkovskyi, Gamalero, Garbout, Gasch, Genre, George, Goh, Gomiero, Gregory, Gregory, Gregory, Grose, Grzesiak, Hainsworth, Haling, Hammond, Hamza, Hamza, Hapca, Harris, Haynes, Heeraman, Herrera, Hiltner, Houle, Hu, Huisken, Humphris, Hund, Ishikawa, Jahnke, Jassogne, Johnson, Kaestner, Kell, Ketcham, Keyes, King, Kiser, Kreike, Kuchenbuch, Kutschera, Lambers, Lebreton, Lee, Lind, Lobet, Lobet, Lontoc-Roy, Lopez-Bucio, Loudet, Luster, Lynch, Macfall, Macfall, Mairhofer, Maizel, Martino, McKenzie, Metscher, Mir, Mooney, Moradi, Moradi, Moter, Mullen, Nagel, Neumann, Nonomura, Okumoto, Ortiz-Ribbing, Osmont, Oswald, Perret, Pierret, Pierret, Pierret, Pohlmeier, Poon, Ray, Reddy, Redjala, Reynolds, Roberts, Rochat, Rogers, Rudolph, Rudolph, Saini, Santi, Santner, Schmidt, Segal, Sena, Sezgin, Sharpe, Shi, Smit, Spohn, Stromberg, Tan, Thorisson, Tilman, Trachsel, Tracy, Tracy, Tracy, Tracy, Tsaftaris, Tumlinson, Vacheron, Valentine, Valentine, Valentine, Valentine, Veen, Villordon, Vollsnes, Walter, Walter, Wang, Watt, Watt, Watt, Weele, Wells, White, White, White, Wildenschild, Willatt, Willatt, Willatt, Wojciechowski, Wu, Wuyts, Yang, Zappala, Zhang, Zhu   +220 more
core   +3 more sources

A Pathway‐Based Metabolomics Approach Reveals Metabolic Strategies and Reprogramming in Drought‐Tolerant Soybean Genotypes

Legume Science, Volume 8, Issue 1, March 2026.
ABSTRACT Soybean (Glycine max) is a globally important crop, yet its productivity is highly susceptible to drought stress, particularly in rainfed systems. To better understand the biochemical basis of drought tolerance, this study employed pathway‐based metabolomics to characterize differentially expressed metabolites between drought‐tolerant and ...
Namhee Lee, Donna K. Harris, Zenglu Li, Joon Hyuk Suh   +3 more
wiley   +1 more source

Approaches to three-dimensional reconstruction of plant shoot topology and geometry [PDF]

, 2016
There are currently 805 million people classified as chronically undernourished, and yet the World’s population is still increasing. At the same time, global warming is causing more frequent and severe flooding and drought, thus destroying crops and ...
French, Andrew P., Gibbs, Jonathon, Murchie, Erik H., Pound, Michael P., Pridmore, Tony P., Wells, Darren M.   +5 more
core   +1 more source

Drought Stress Classification using 3D Plant Models

, 2017
Quantification of physiological changes in plants can capture different drought mechanisms and assist in selection of tolerant varieties in a high throughput manner. In this context, an accurate 3D model of plant canopy provides a reliable representation
Bhugra, Swati, Chaudhury, Santanu, Lall, Brejesh, Srivastava, Siddharth   +3 more
core   +1 more source

Accession‐Specific Responses to Submergence Stress in Lotus japonicus: Implications for Legume Climate Resilience

Journal of Agronomy and Crop Science, Volume 212, Issue 2, March 2026.
ABSTRACT Flooding is a major abiotic stress that limits legume productivity and ecological resilience. Identifying variation in submergence tolerance among legume accessions is critical for developing climate‐resilient cultivars. This study investigated phenotypic and physiological responses to complete submergence in nine Lotus japonicus accessions ...
Eamon J. Durkan, Fiona M. K. Corke, John H. Doonan   +2 more
wiley   +1 more source

Image-Based Assessment of Drought Response in Grapevines

Frontiers in Plant Science, 2020
Many plants can modify their leaf profile rapidly in response to environmental stress. Image-based data are increasingly used to retrieve reliable information on plant water status in a non-contact manner that has the potential to be scaled to high ...
Nunzio Briglia, Kevin Williams, Dan Wu, Yaochen Li, Sha Tao, Fiona Corke, Giuseppe Montanaro, Angelo Petrozza, Davide Amato, Francesco Cellini, John H. Doonan, Wanneng Yang, Wanneng Yang, Vitale Nuzzo   +13 more
doaj   +1 more source

Thinking Outside of the Cereal Box: Breeding Underutilized (Pseudo)Cereals for Improved Human Nutrition. [PDF]

, 2019
Cereal grains have historically played a critical role in sustaining the caloric needs of the human population. The major cereal crops, wheat, rice, and maize, are widely cultivated and have been subjected to biofortification to enhance the vitamin and ...
Bekkering, Cody S, Tian, Li
core