SYSTEMS AND METHODS FOR PRE-HARVEST DETECTION OF LATENT INFECTION IN PLANTS

    公开(公告)号:US20220132748A1

    公开(公告)日:2022-05-05

    申请号:US17519813

    申请日:2021-11-05

    Abstract: Disclosed herein are systems and methods for identifying pre-harvest latent infection in plants. In one aspect, a method can include operations of obtaining data describing a level of expression of one or more infection biomarkers present in a plant, encoding the obtained data into a data structure for input to a machine learning model, providing, by the one or more computers, encoded data structure as in input to the machine learning model that has been trained to generate output data indicating a likelihood that the plant has a latent infection based on processing the encoded data structure, obtaining the generated output data indicating a likelihood that the plant has a latent infection, determining based on the generated output data, that the plant has a latent infection, and performing one or more operations to mitigate the latent infection in the plant.

    INDUSTRIAL EQUIPMENT FOR THE TREATMENT OF PRODUCE

    公开(公告)号:US20210289801A1

    公开(公告)日:2021-09-23

    申请号:US17263690

    申请日:2019-07-19

    Abstract: Described herein are industrial application systems for treating (e.g., forming protective coatings on) produce, agricultural products, or other items. An exemplary application system can include a bed comprising a plurality of rollers, one or more sprayers over a first portion of the bed, one or more blowers over a second portion of the bed, a mixing system configured to prepare a mixture comprising a coating agent in a solvent, and a liquid delivery system connected inline between the mixing system and the one or more sprayers. Items placed on the bed can have the mixture applied to their surfaces via the one or more sprayers, after which the one or more blowers can at least partially remove the solvent from the surfaces of the perishable items, thereby causing the protective coatings to be formed over the perishable items.

    PREDICTION OF INFECTION IN PLANT PRODUCTS

    公开(公告)号:US20210151127A1

    公开(公告)日:2021-05-20

    申请号:US17090834

    申请日:2020-11-05

    Abstract: A method for predicting a likelihood of infection in a set of similarly sourced plant products is disclosed. A subset of plant products is selected from the set of plant products. For each plant product in the subset, a level of expression of one or more infection biomarkers, and optionally a level of expression of one more housekeeping biomarkers, are determined. A set of biomarker expression statistics for the subset of plant products is determined based on the determined levels of expression of the one or more infection biomarkers and optionally the levels of expression of the one or more housekeeping biomarkers for each plant product in the subset. A likelihood of infection in the set of plant products is then predicted based at least in part on the determined set of biomarker expression statistics for the subset of plant products.

    PLANT EXTRACT COMPOSITIONS AND METHODS OF PREPARATION THEREOF

    公开(公告)号:US20200229455A1

    公开(公告)日:2020-07-23

    申请号:US16749735

    申请日:2020-01-22

    Abstract: Embodiments described herein relate generally to plant extract compositions and methods to isolate cutin-derived monomers, oligomers, and mixtures thereof for application in agricultural coating formulations, and in particular, to methods of preparing plant extract compositions that include functionalized and non-functionalized fatty acids and fatty esters (as well as their oligomers and mixtures thereof), which are substantially free from accompanying plant-derived compounds (e.g., proteins, polysaccharides, phenols, lignans, aromatic acids, terpenoids, flavonoids, carotenoids, alkaloids, alcohols, alkanes, and aldehydes) and can be used in agricultural coating formulations.

    PLANT EXTRACT COMPOSITIONS AND METHODS OF PREPARATION THEREOF

    公开(公告)号:US20170318827A1

    公开(公告)日:2017-11-09

    申请号:US15660260

    申请日:2017-07-26

    Abstract: Embodiments described herein relate generally to plant extract compositions and methods to isolate cutin-derived monomers, oligomers, and mixtures thereof for application in agricultural coating formulations, and in particular, to methods of preparing plant extract compositions that include functionalized and non-functionalized fatty acids and fatty esters (as well as their oligomers and mixtures thereof), which are substantially free from accompanying plant-derived compounds (e.g., proteins, polysaccharides, phenols, lignans, aromatic acids, terpenoids, flavonoids, carotenoids, alkaloids, alcohols, alkanes, and aldehydes) and can be used in agricultural coating formulations.

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