{"id":"arvalis_2792","title":"Estimating small-grain cereal plant density at early growth stages using leaf tip density dynamics derived from submillimeter-scale RGB imagery","year":2025,"publisher":"Arvalis","excerpt":"Plant density is an important variable for management and phenotyping of small-grain cereal crops such as wheat and barley. While many image-based estimation methods exist to replace laborious manual counting, most of them rely on empirical relationships that may not generalize well to different sit…","url":"https://rd-agri.fr/detail/DOCUMENT/arvalis_2792","links":{"self":"/rd-agri/documents/arvalis_2792"},"description":"Plant density is an important variable for management and phenotyping of small-grain cereal crops such as wheat and barley. While many image-based estimation methods exist to replace laborious manual counting, most of them rely on empirical relationships that may not generalize well to different sites, growth stages, species and varieties.","language":null,"keywords":[],"project":{"code":"25PIT201","name":"Programme transversal 2025 « Mobilisation du levier du numérique pour soutenir la conception, le pilotage, le déploiement et la valorisation de systèmes de production agricole innovants et performants »"},"notice-url":null,"document-url":"https://rd-agri.fr/external_data/arvalis/juin-2026/251113_AS_CAEIABiologieVegetaleDeSolanB.pdf","productions":[],"taxa":[],"production-systems":[],"areas":[],"pests":[]}