Abstract: Systems and methods are provided for directing crop disease treatments to agricultural fields. An example computer-implemented method includes receiving a user input from a user at a communication device associated with an interface indicative of likelihood of a first disease in a plurality of agricultural fields and, in response, determining a likelihood of occurrence of the first disease for ones of the plurality of agricultural fields. The method then also includes generating an interface indicative of the likelihood of occurrence of the first disease in the ones of the plurality of agricultural fields and causing the interface to be displayed at the communication device associated with the user.

Abstract: Systems and methods are provided for use in applying treatments to crops in fields. One example computer-implemented method includes determining a growth stage vector indicative of a growth stage of a crop in a field, using a GRU-based phenology model, based on a planting date of the crop and weather data for the field. The method also includes determining a disease risk for the crop in the field based on a disease risk model and the growth stage vector, determining a residual protection of the field for a prior treatment of the field, and determining whether application of the treatment is recommended for the field based on the disease risk and the determined residual protection. The method then includes, in response to determining that application of the treatment is recommended, identifying application intervals for the treatment based on the weather data for the application intervals.

Abstract: Systems and methods are provided for directing crop disease treatments to agricultural fields. An example computer-implemented method includes receiving a user input from a user at a communication device associated with an interface indicative of likelihood of a first disease in a plurality of agricultural fields and, in response, determining a likelihood of occurrence of the first disease for ones of the plurality of agricultural fields. The method then also includes generating an interface indicative of the likelihood of occurrence of the first disease in the ones of the plurality of agricultural fields and causing the interface to be displayed at the communication device associated with the user.

Abstract: Systems and methods for predicting likelihoods of multiple crop disease types for target plots. An example computer-implemented method includes receiving a request for a crop disease prediction related to treatment of a target plot for one or more crop diseases and accessing a multiple disease joint model consistent with location data included in the request. The computer-implemented method also includes determining, via the multiple disease joint model, first and second disease likelihood output based on at least the location data, where the first and second disease likelihood outputs are each associated with a different one of the multiple disease types, and generating a treatment recommendation based on the first and second disease likelihood outputs. The computer-implemented method then includes directing application of at least one treatment to the target plot, based on the treatment recommendation output.

Abstract: The present disclosure provides a puree of palm and process of making the puree. The puree of palm has reduced sugar, low calorie, various nutrients, and favorable sensory characteristic. The puree can by itself serve as a food product or can also be used as a functional component for beverages and foodstuffs.

Abstract: Systems and methods are provided for use in applying treatments to crops in fields. One example computer-implemented method includes calculating a growth stage of a crop in a field on a defined date based on planting data and weather data for the field and/or crop, and then, in response to the growth stage being within a spray window for the crop, defining a plurality of synthetic sprays within the spray window for the field. The method then includes, for each one of the synthetic sprays, calculating at least one disease risk for the crop in the field and calculating a response to the synthetic spray. The method then further includes compiling a report including a selected one or more of the responses, based on yield differences of the responses, as a recommendation for applying the treatment to the crop consistent with the synthetic spray associated with the selected one or more of the responses.

Abstract: The inventors have discovered that coffee berry juice, produced from whole coffee berries, can produce a distinct taste and chemical profile when compared to coffee and coffee berry extract products. The disclosed invention is directed to coffee berry juice products and methods of producing a coffee berry juice product. Especially preferred methods include use of whole coffee berries with increased concentrations of caffeine, chlorogenic acid and terpenes.