Fecha de publicación: 01/09/2023 Fuente: Wipo "precision farming" A CLOUD-BASED PLATFORM FOR CROP RECOMMENDATION FOR PRECISION FARMING DRIVEN BY ARTIFICIAL INTELLIGENCEA method of generating a crop suggestion involves a computer system receiving a number of data sets from a number of dissimilar data sources, each of which defines a factor impacting a crop. A geolocation-based agricultural operations platform that integrates agricultural data is offered. The system accepts agricultural data linked to a specific geographic area and converts the data into a format that is available for analysis. To deliver services related to the platform, the environmental services platform may correlate and analyses the input site survey data with large scale collections of pertinent data, soil data, geographic data, plant data, meteorological data, solar radiation data, etc. In some implementations, a user can submit site survey information about a chosen irrigation site to a platform for environmental services that is connected to the internet. Based on the sensor data and the model, the gadget may recognize an alarm connected to a certain farm. An air-based device for producing spectral image data related to at least one of vegetation stress and soil properties for a segment of the agricultural field is a part of the mapping and analysis system.