Search Results - "Neumann, Kerstin"
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Dissecting the Phenotypic Components of Crop Plant Growth and Drought Responses Based on High-Throughput Image Analysis
Published in The Plant cell (01-12-2014)“…Significantly improved crop varieties are urgently needed to feed the rapidly growing human population under changing climates. While genome sequence…”
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Adjustment of photosynthetic activity to drought and fluctuating light in wheat
Published in Plant, cell and environment (01-06-2020)“…Drought is a major cause of losses in crop yield. Under field conditions, plants exposed to drought are usually also experiencing rapid changes in light…”
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Implementation of theoretical non-photochemical quenching (NPQ(T)) to investigate NPQ of chickpea under drought stress with High-throughput Phenotyping
Published in Scientific reports (17-06-2024)“…Non-photochemical quenching (NPQ) is a protective mechanism for dissipating excess energy generated during photosynthesis in the form of heat. The accelerated…”
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4
Genetic Dissection of Root System Architectural Traits in Spring Barley
Published in Frontiers in plant science (02-04-2019)“…Breeding new crop cultivars with efficient root systems carries great potential to enhance resource use efficiency and plant adaptation to unstable climates…”
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Comparison of feature point detectors for multimodal image registration in plant phenotyping
Published in PloS one (30-09-2019)“…With the introduction of multi-camera systems in modern plant phenotyping new opportunities for combined multimodal image analysis emerge. Visible light (VIS),…”
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Deep Learning Based Greenhouse Image Segmentation and Shoot Phenotyping (DeepShoot)
Published in Frontiers in plant science (13-07-2022)“…Background Automated analysis of large image data is highly demanded in high-throughput plant phenotyping. Due to large variability in optical plant appearance…”
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7
Introducing Beneficial Alleles from Plant Genetic Resources into the Wheat Germplasm
Published in Biology (Basel, Switzerland) (29-09-2021)“…Wheat ( sp.) is one of the world's most important crops, and constantly increasing its productivity is crucial to the livelihoods of millions of people…”
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A tiered approach to genome-wide association analysis for the adherence of hulls to the caryopsis of barley seeds reveals footprints of selection
Published in BMC plant biology (06-03-2019)“…Seeds of domesticated barley are grouped into two distinct types, which differ in morphology. Caryopses covered by adaxial (palea) and abaxial (lemma) hulls…”
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Whole genome association mapping of plant height in winter wheat (Triticum aestivum L.)
Published in PloS one (18-11-2014)“…The genetic architecture of plant height was investigated in a set of 358 recent European winter wheat varieties plus 14 spring wheat varieties based on field…”
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A two-step registration-classification approach to automated segmentation of multimodal images for high-throughput greenhouse plant phenotyping
Published in Plant methods (09-07-2020)“…Automated segmentation of large amount of image data is one of the major bottlenecks in high-throughput plant phenotyping. Dynamic optical appearance of…”
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Selection and adaptive introgression guided the complex evolutionary history of the European common bean
Published in Nature communications (05-04-2023)“…Domesticated crops have been disseminated by humans over vast geographic areas. Common bean ( Phaseolus vulgaris L.) was introduced in Europe after 1492. Here,…”
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Engaging Precision Phenotyping to Scrutinize Vegetative Drought Tolerance and Recovery in Chickpea Plant Genetic Resources
Published in Plants (Basel) (01-08-2023)“…Precise and high-throughput phenotyping (HTP) of vegetative drought tolerance in chickpea plant genetic resources (PGR) would enable improved screening for…”
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13
Automated Spike Detection in Diverse European Wheat Plants Using Textural Features and the Frangi Filter in 2D Greenhouse Images
Published in Frontiers in plant science (23-06-2020)“…Spike is one of the crop yield organs in wheat plants. Determination of the phenological stages, including heading time point (HTP), and area of spike from…”
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14
Precision phenotyping across the life cycle to validate and decipher drought-adaptive QTLs of wild emmer wheat (Triticum turgidum ssp. dicoccoides) introduced into elite wheat varieties
Published in Frontiers in plant science (12-10-2022)“…Drought events or the combination of drought and heat conditions are expected to become more frequent due to global warming, and wheat yields may fall below…”
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Semi-Automated Ground Truth Segmentation and Phenotyping of Plant Structures Using k-Means Clustering of Eigen-Colors (kmSeg)
Published in Agriculture (Basel) (01-11-2021)“…Background. Efficient analysis of large image data produced in greenhouse phenotyping experiments is often challenged by a large variability of optical plant…”
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Author Correction: Adaptive gene loss in the common bean pan-genome during range expansion and domestication
Published in Nature communications (08-10-2024)Get full text
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Genetic architecture and temporal patterns of biomass accumulation in spring barley revealed by image analysis
Published in BMC plant biology (10-08-2017)“…Genetic mapping of phenotypic traits generally focuses on a single time point, but biomass accumulates continuously during plant development. Resolution of the…”
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Adaptive gene loss in the common bean pan-genome during range expansion and domestication
Published in Nature communications (07-08-2024)“…The common bean ( Phaseolus vulgaris L.) is a crucial legume crop and an ideal evolutionary model to study adaptive diversity in wild and domesticated…”
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Comparison and extension of three methods for automated registration of multimodal plant images
Published in Plant methods (29-04-2019)“…With the introduction of high-throughput multisensory imaging platforms, the automatization of multimodal image analysis has become the focus of quantitative…”
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Genome-wide association mapping in a diverse spring barley collection reveals the presence of QTL hotspots and candidate genes for root and shoot architecture traits at seedling stage
Published in BMC plant biology (23-05-2019)“…Adaptation to drought-prone environments requires robust root architecture. Genotypes with a more vigorous root system have the potential to better adapt to…”
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