Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A first aspect of the invention provides an apparatus to indicate an amplitude of an uneven measurement surface. The apparatus may include a frame slidingly supporting a set of pins, each pin including a high point stop and a low point stop; a low point isolator member moveable relative to the frame, the low point isolator member indicating a lowest point of the uneven measurement surface by a respective low point stop of a first; a high point isolator member moveable relative to the frame, the high point isolator member indicating a highest point of the uneven measurement surface by a respective high point stop of a second pin; a low point displacement sensor for identifying a low point displacement; a high point displacement sensor for identifying a high point displacement; and a calculator for calculating a difference between the low point displacement and the high point displacement.

Abstract: A first aspect of the invention provides an apparatus to indicate an amplitude of an uneven measurement surface. The apparatus may include a frame slidingly supporting a set of pins, each pin including a high point stop and a low point stop; a low point isolator member moveable relative to the frame, the low point isolator member indicating a lowest point of the uneven measurement surface by a respective low point stop of a first; a high point isolator member moveable relative to the frame, the high point isolator member indicating a highest point of the uneven measurement surface by a respective high point stop of a second pin; a low point displacement sensor for identifying a low point displacement; a high point displacement sensor for identifying a high point displacement; and a calculator for calculating a difference between the low point displacement and the high point displacement.

Abstract: An invention is disclosed for improved computer system management by allowing complex computer-monitored events to be handled in different formats for correlation, analysis and action. Specifically, a method and system are disclosed for processing multiple heterogeneous event types in a complex event processing (CEP) engine.

Abstract: Processes for preparing extracts of natural products such as plant material, and for preparing purified extracts from crude extracts of natural products, by extraction with hot gas. Apparatus suitable for use in preparing extracts of natural products are also described.