Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato

Appeltans, Simon; Pieters, Jan; Mouazen, Abdul Mounem

doi:10.1007/s11119-021-09865-0

Cited by 17 publications

(4 citation statements)

References 34 publications

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“…Advances in precision agriculture enable more detailed monitoring of soil and climate, which can help tailor growing practices to specific locations. Techniques such as remote sensing and soil mapping are increasingly being used to optimize input use and improve crop performance [54][55][56][57].…”

Section: Influence Of Location On the Spread Of Late Blight And Potat...mentioning

confidence: 99%

Harnessing Soil Diversity: Innovative Strategies for Potato Blight Management in Central-Eastern Poland

Sawicka,

Barbaś,

Skiba

et al. 2024

Preprint

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Faced with increasing climate challenges, this pioneering study introduces groundbreaking approaches to ensure the resilience of potato crops in east-central Poland. Our research aimed to develop an innovative, cost-effective system tailored to the diverse local conditions of this region. Conducted between 2018 and 2020, the study analyzed integrated and organic production systems across different soil types and potato varieties. The experiment was conducted using a randomized block design with three replications in two locations. Integrated practices, enhanced by mineral fertilization and chemical protection, notably delayed the onset of late blight by 16 days and extended the critical infection period by 17% compared to their organic counterparts. Remarkably, the integrated systems resulted in a 49% increase in total production and a 52% increase in commercial yields, demonstrating their effectiveness in enhancing crop resilience. Different potato varieties exhibit varied responses to cultivation systems, influencing both yield and disease resistance. Further investigation into these varietal responses can help optimize cultivation practices, leading to improved efficiency and sustainability in potato farming. Location and soil conditions have a significant impact on potato yield and the spread of potato blight. Further research into specific soil properties and the adaptation of varieties to local conditions can contribute to increased productivity and stability in potato production. This study not only paves the way towards sustainable agriculture but also highlights the crucial role of soil diversity in shaping resilient farming practices.

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Section: Influence Of Location On the Spread Of Late Blight And Potat...mentioning

confidence: 99%

Harnessing Soil Diversity: Innovative Strategies for Potato Blight Management in Central-Eastern Poland

Sawicka,

Barbaś,

Skiba

et al. 2024

Preprint

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show abstract

“…infestans can easily develop resistance to fungicides. Nowadays, farmers apply about 10 or more different fungicides during the season to protect the yield. , This burdens the environment and endangers public health through chemical accumulation in food chains, as mentioned above. Several pesticides are known as resistance inducers.…”

Section: Oomycete Pathogenesmentioning

confidence: 99%

Approved Genetically Modified Potatoes (Solanum tuberosum) for Improved Stress Resistance and Food Safety

Křížkovská

Viktorová

Lipov

2022

J. Agric. Food Chem.

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Potatoes (Solanum tuberosum) are one of the most important crops worldwide. However, its production and nutrient content are endangered by both biotic and abiotic stresses. The main yield losses are caused by pest damage (e.g., Colorado potato beetle and aphids), virus disease (e.g., Potato leafroll virus and Potato viruses Y and X), or oomycete pathogens (like Phytophthora infestans), which also significantly affect the production of antinutrients and toxic metabolites of plants. Therefore, the use of genetic engineering could be an efficient tool, not harmful to the environment, and beneficial to the consumer. In this review, we focus on the main sources of problems in the field of potato production according to approved genetic modifications, their traditional solution and positive impact of gene transfection reducing economic losses, use of insecticides, and improving the nutritional properties of potatoes. We summarize all transgenic events that have been performed on potatoes and have been approved for cultivation and/or direct use or processing as feed or food.

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“…Now, agriculture 4.0, combines intelligent farms and the interconnection of machines and systems, and seeks to adapt production ecosystems by optimizing the use of resources such as water, fertilizers, and phytosanitary products. In addition, it uses big data and imaging technology to arrive at "precision agriculture" [42][43][44] [45].…”

Section: Futurementioning

confidence: 99%

Artificial Intelligence: Framework of Driving Triggers to Past, Present and Future Applications and Influencers of Industry Sector Adoption

Fulton¹,

Fulton²,

Kaplan³

2022

Embedded Systems and Applications

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To gain a sense of the development of Artificial Intelligence (AI), this research analyzes what has been done in the past, presently in the last decade and what is predicted for the next several decades. The paper will highlight the biggest changes in AI and give examples of how these technologies are applied in several key industry sectors along with influencers that can affect adoption speed. Lastly, the research examines the driving triggers such as cost, speed, accuracy, diversity/inclusion and interdisciplinary research/collaboration that propel AI into an essential transformative technology.

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Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato

Cited by 17 publications

References 34 publications

Harnessing Soil Diversity: Innovative Strategies for Potato Blight Management in Central-Eastern Poland

Harnessing Soil Diversity: Innovative Strategies for Potato Blight Management in Central-Eastern Poland

Approved Genetically Modified Potatoes (Solanum tuberosum) for Improved Stress Resistance and Food Safety

Artificial Intelligence: Framework of Driving Triggers to Past, Present and Future Applications and Influencers of Industry Sector Adoption

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