selected publications
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article
- Combining High-Resolution Imaging, Deep Learning, and Dynamic Modeling to Separate Disease and Senescence in Wheat Canopies. Plant Phenomics. 2023
- Image-based phenomic prediction can provide valuable decision support in wheat breeding. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik. 2023
- A two-stage approach for the spatio-temporal analysis of high-throughput phenotyping data. Scientific Reports. 2022
- High-throughput field phenotyping reveals that selection in breeding has affected the phenology and temperature response of wheat in the stem elongation phase 2022
- Outdoor Plant Segmentation With Deep Learning for High-Throughput Field Phenotyping on a Diverse Wheat Dataset 2022
- Phenomics data processing: extracting dose–response curve parameters from high-resolution temperature courses and repeated field-based wheat height measurements. in silico Plants. 2022
- Can Swiss wheat varieties escape future heat stress?. European Journal of Agronomy. 2021
- Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods. Plant Phenomics. 2021
- Phenomics data processing: A plot-level model for repeated measurements to extract the timing of key stages and quantities at defined time points 2021
- Temporal trends in canopy temperature and greenness are potential indicators of late-season drought avoidance and functional stay-green in wheat 2021
- Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones. 2020
- Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods.. Plant Phenomics. 2020:3521852. 2020
- The soil organic carbon stabilization potential of old and new wheat cultivars: a 13 CO 2 -labeling study. Biogeosciences. 17:2971-2986. 2020
- Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods. arXiv preprint arXiv:1906.07771. 2020
- Spectral Vegetation Indices to Track Senescence Dynamics in Diverse Wheat Germplasm.. Frontiers in Plant Science. 10:1749. 2020
- In-Field Detection and Quantification of Septoria Tritici Blotch in Diverse Wheat Germplasm Using Spectral-Temporal Features.. Frontiers in Plant Science. 10:1355. 2019
- Temperature response of wheat affects final height and the timing of key developmental stages under field conditions. Journal of Experimental Botany. 72:700-717. 2019
- In-field detection and quantification of Septoria tritici blotch in diverse wheat germplasm using spectral-temporal features. bioRxiv. 664011. 2019
- Modern wheat semi-dwarfs root deep on demand: response of rooting depth to drought in a set of Swiss era wheats covering 100 years of breeding. Euphytica. 215:1-15. 2019
- Improving sown grasslands through breeding and management: Proceedings of the Joint 20th Symposium of the European Grassland Federation and the 33rd Meeting of the EUCARPIA Section "Fodder Crops and Amenity Grasses", Zürich, Switzerland, 24-27 June 2019. EGF-EUCARPIA Joint Symposium, Zurich, Switzerland, 24/06. 2019
- Methodological advances, challenges and perspectives in field phenotyping and its application to forage crops. ETH Zurich. 2019
- Modern wheat semi-dwarfs root deep on demand: response of rooting depth to drought in a set of Swiss era wheats covering 100 years of breeding. Euphytica. 2019
- Non-invasive field phenotyping of cereal development. Improving Grassland and Pasture Management in Temperate Agriculture. 2019
- Precision Phenotyping Reveals Novel Loci for Quantitative Resistance to Septoria Tritici Blotch. Plant Phenomics. 2019
- Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction. Euphytica. 2019
- Shovelomics root traits assessed on the EURoot maize panel are highly heritable across environments but show low genotype-by-nitrogen interaction. Euphytica. 2019
- Precision phenotyping reveals novel loci for quantitative resistance to septoria tritici blotch in European winter wheat. bioRxiv. 502260. 2018
- Genetic determination of stomatal patterning in winter wheat (Triticum aestivum L.). bioRxiv. 490029. 2018
- Hyperspectral Canopy Sensing of Wheat Septoria Tritici Blotch Disease.. Frontiers in Plant Science. 9:1195. 2018
- PhenoFly Planning Tool: flight planning for high-resolution optical remote sensing with unmanned areal systems. Plant Methods. 2018
- Ranking Quantitative Resistance to Septoria tritici Blotch in Elite Wheat Cultivars Using Automated Image Analysis.. Phytopathology. 108:568-581. 2017
- Monitoring the dynamics of wheat stem elongation: genotypes differ at critical stages. Euphytica. 213:157-157. 2017
- Ranking quantitative resistance to Septoria tritici blotch in elite wheat cultivars using automated image analysis. bioRxiv. 129353. 2017
- Monitoring the dynamics of wheat stem elongation: Genotypes differ at critical stages and in growth response to temperature 2017
- An image analysis pipeline for automated classification of imaging light conditions and for quantification of wheat canopy cover time series in field phenotyping.. Plant Methods. 13:15-15. 2017
- An image analysis pipeline for automated classification of imaging light conditions and for quantification of wheat canopy cover time series in field phenotyping. Plant Methods. 2017
- Crop water use under Swiss pedoclimatic conditions - Evaluation of lysimeter data covering a seven-year period 2017
- Monitoring the dynamics of wheat stem elongation: genotypes differ at critical stages. Euphytica. 2017
- Soil type determines how root and rhizosphere traits relate to phosphorus acquisition in field-grown maize genotypes. Plant and Soil. 2017
- The ETH field phenotyping platform FIP: a cable-suspended multi-sensor system. Functional Plant Biology. 2017
- Weed control in buckwheat: comparison of five selected herbicides. Agrarforschung Schweiz. 2017
- Winter wheat: a review of 15 years of variety research on extensively managed land. Agrarforschung Schweiz. 2017
- Winter wheat: a review of 15 years of variety research on extensively managed land.. Agrarforschung Schweiz. 2017
- Alternatives to secure wheat quality with lower supplies of nitrogen fertilizer 2017
- Winter wheat: a review of 15 years of variety research on extensively managed land.. Agrarforschung Schweiz. 300-309. 2017
- Application of the Prunus spp. Cyanide Seed Defense System onto Wheat: Reduced Insect Feeding and Field Growth Tests. Journal of Agricultural and Food Chemistry. 2016
- Opportunity costs for maize associated with localised application of sewage sludge derived fertilisers, as indicated by early root and phosphorus uptake responses. Plant and Soil. 2016
- RADIX: rhizoslide platform allowing high throughput digital image analysis of root system expansion. Plant Methods. 2016
- Biochar amendment increases maize root surface areas and branching: a shovelomics study in Zambia. Plant and Soil. 2015
- High-resolution quantification of root dynamics in split-nutrient rhizoslides reveals rapid and strong proliferation of maize roots in response to local high nitrogen. Journal of Experimental Botany. 2015
- Image based phenotyping during winter: a powerful tool to assess wheat genetic variation in growth response to temperature. Functional Plant Biology. 2015
- Next generation shovelomics: set up a tent and REST. Plant and Soil. 2015
- Plant phenotyping: from bean weighing to image analysis. Plant Methods. 2015
- Remote, aerial phenotyping of maize traits with a mobile multi-sensor approach. Plant Methods. 2015
- Early vertical distribution of roots and its association with drought tolerance in tropical maize. Plant and Soil. 2014
- Hybrid Corn has a Future. Agrarforschung Schweiz. 2014
- Rhizoslides: paper-based growth system for non-destructive, high throughput phenotyping of root development by means of image analysis. Plant Methods. 2014
- Rhizoslides: paper-based growth system for non-destructive, high throughput phenotyping of root development by means of image analysis.. Plant Methods. 2014
- The Swiss plant breeding sector - a spatial, temporal and thematic analysis. Agrarforschung Schweiz. 2014
- The Swiss plant breeding sector – A spatial, temporal and thematic analysis,Die schweizer pflanzenzüchtung – eine räumliche, Zeitliche und thematische analyse des umfeldes. Agrarforschung Schweiz. 2014
- The future of wheat breeding. Agrarforschung Schweiz. 2014
- The future of wheat breeding.. Recherche Agronomique Suisse. 2014
- A soil-free root observation system for the study of root-microorganism interactions in maize. Plant and Soil. 2013
- Root response to temperature extremes: association mapping of temperate maize (Zea mays L). MAYDICA. 2013
- Can we improve heterosis for root growth of maize by selecting parental inbred lines with different temperature behaviour?. Philosophical Transactions of the Royal Society B-Biological Sciences. 2012
- Swiss maize (Zea mays L) landraces. Their genetic diversity and distinctiveness in a global comparison. MAYDICA. 2012
- A consensus map of QTLs controlling the root length of maize. Plant and Soil. 2011
- Collocations of QTLs for Seedling Traits and Yield Components of Tropical Maize under Water Stress Conditions. Crop Science. 2010
- EFFECT OF HIGH TEMPERATURES, DROUGHT AND ALUMINUM TOXICITY ON ROOT GROWTH OF TROPICAL MAIZE (ZEA MAYS L.) SEEDLINGS. MAYDICA. 2010
- GROWTH OF AXILE AND LATERAL ROOTS OF MAIZE: RESPONSE TO DESICCATION STRESS INDUCED BY POLYETHYLENE GLYCOL 8000. MAYDICA. 2010
- Genetic structure and history of Swiss maize (Zea mays L. ssp mays) landraces. Genetic Resources and Crop Evolution. 2010
- Genetic variation in the gravitropic response of maize roots to low temperatures. Plant Root. 2010
- Genetic variation in the gravitropic response of maize roots to low temperatures. Plant Root. 2010
- QTLs for early vigor of tropical maize. Molecular Breeding. 2010
- QTLs for the elongation of axile and lateral roots of maize in response to low water potential. TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik. 2010
- Growth of axile and lateral roots of maize: I development of a phenotying platform. Plant and Soil. 2009
- Mapping of QTLs for lateral and axile root growth of tropical maize. Theoretical and Applied Genetics. 2009
- Rooting depth and water use efficiency of tropical maize inbred lines, differing in drought tolerance. Plant and Soil. 2009
- Cold tolerance of maize seedlings as determined by root morphology and photosynthetic traits. European Journal of Agronomy. 2008
- Genetic diversity of Swiss maize (Zea mays L. ssp mays) assessed with individuals and bulks on agarose gels. Genetic Resources and Crop Evolution. 2008
- Perspectives for plant production in Switzerland in 2050. AGRARFORSCHUNG. 2008
- Root morphology and photosynthetic performance of maize inbred lines at low temperature. European Journal of Agronomy. 2007
- Swiss maize landraces - Their diversity and genetic relationships. Acta Agronomica Hungarica. 2006
- Cold tolerance of the photosynthetic apparatus: pleiotropic relationship between photosynthetic performance and specific leaf area of maize seedlings. Molecular Breeding. 2005
- QTL controlling root and shoot traits of maize seedlings under cold stress. Theoretical and Applied Genetics. 2004
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