Thermographic medium-far ground-based proximal sensing for in-field wheat Stagonospora nodorum blotch detection

Antonucci, Francesca; Menesatti, Paolo; Iori, A.; Pallottino, Federico; D’Egidio, M. G.; Costa, Corrado

doi:10.1007/bf03356476

Cited by 5 publications

(1 citation statement)

References 16 publications

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“…Direct quantification of the phenotype includes diverse structural and functional aspects, like plant biomass (Menzel et al, 2009; Golzarian et al, 2011), root morphology (Walter et al, 2009, 2015; Clark et al, 2011; Flavel et al, 2012; Kumar et al, 2014), leaf characteristics (Jansen et al, 2009; Arvidsson et al, 2011), fruit traits (Costa et al, 2011; Antonucci et al, 2012; Monforte et al, 2014), but also chemical phenotypes, like secondary metabolites with roles in plant defense and biosphere-atmosphere interactions, such as Volatile Organic Compounds (VOCs) (Taiti et al, 2015). Even more complex are functional trait concepts, like photosynthetic efficiency (Bauriegel et al, 2011), and biotic and abiotic stress resistance/tolerance (Antonucci et al, 2013; Rao and Laxman, 2013).…”

Section: Introductionmentioning

confidence: 99%

Plant Phenotyping Research Trends, a Science Mapping Approach

Costa¹,

Schurr

Loreto³

et al. 2019

Front. Plant Sci.

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130

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Modern plant phenotyping, often using non-invasive technologies and digital technologies, is an emerging science and provides essential information on how genetics, epigenetics, environmental pressures, and crop management (farming) can guide selection toward productive plants suitable for their environment. Thus, phenotyping is at the forefront of future plant breeding. Bibliometric science mapping is a quantitative method that analyzes scientific publications throughout the terms present in their title, abstract, and keywords. The aim of this mapping exercise is to observe trends and identify research opportunities. This allows us to analyze the evolution of phenotyping research and to predict emerging topics of this discipline. A total of 1,827 scientific publications fitted our search method over the last 20 years. During the period 1997–2006, the total number of publications was only around 6.1%. The number of publications increased more steeply after 2010, boosted by the overcoming of technological bias and by a set of key developments at hard and software level (image analysis and data storage management, automation and robotics). Cluster analysis evidenced three main groups linked to genetics, physiology, and imaging. Mainly the model plant “Arabidopsis thaliana” and the crops “rice” and “triticum” species were investigated in the literature. The last two species were studied when addressing “plant breeding,” and “genomic selection.” However, currently the trend goes toward a higher diversity of phenotyped crops and research in the field. The application of plant phenotyping in the field is still under rapid development and this application has strong linkages with precision agriculture. EU co-authors were involved in 41.8% of the analyzed papers, followed by USA (15.4%), Australia (6.0%), and India (5.6%). Within the EU, coauthors were mainly affiliated in Germany (35.8%), France (23.7%), and United Kingdom (18.4%). Time seems right for new opportunities to incentivize research on more crops, in real field conditions, and to spread knowledge toward more countries, including emerging economies. Science mapping offers the possibility to get insights into a wide amount of bibliographic information, making them more manageable, attractive, and easy to serve science policy makers, stakeholders, and research managers.

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Section: Introductionmentioning

confidence: 99%

Plant Phenotyping Research Trends, a Science Mapping Approach

Costa¹,

Schurr

Loreto³

et al. 2019

Front. Plant Sci.

Self Cite

130

View full text Add to dashboard Cite

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Better farming practices to combat climate change

Mylonas

Stavrakoudis

Katsantonis

et al. 2020

Climate Change and Food Security With Emphasis on Wheat

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General Background Plant pathogens, crop hosts and the environmentThe study of plant disease often begins with a discussion of the "plant disease triangle".The three legs of the triangle -host, pathogen, and environment -must be present and interact appropriately for plant disease to result. If any of the 3 factors is altered, changes in the progression of a disease epidemic can occur. The major predicted results of climate changeincreases in temperature, moisture and CO 2 -can impact all three legs of the plant disease triangle in various ways. Precisely predicting the impact of climate change on plant disease is tricky business.

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