Abstract: A method and system is provided for agriculture field clustering and ecological forecasting. The present application provides a method and system for agriculture field clustering and ecological forecasting based on the clustered agriculture fields, comprises capturing an absolute ground data representing a plurality of field measurements of the agriculture fields; capturing a plurality of weather conditions of the agriculture fields; generating a feature set comprising of said absolute ground data and weather data of the agriculture fields; adaptively clustering the plurality of agriculture fields based on the feature set to generate a cluster; generating a generic forecasting model for ecological forecasting comprising of common features of the feature set in said cluster; selecting at least one feature out of the feature set for generating a plurality of adaptive forecasting model based for ecological forecasting and recommending control measures to a user.

Abstract: A method and system is provided for agriculture field clustering and ecological forecasting. The present application provides a method and system for agriculture field clustering and ecological forecasting based on the clustered agriculture fields, comprises capturing an absolute ground data representing a plurality of field measurements of the agriculture fields; capturing a plurality of weather conditions of the agriculture fields; generating a feature set comprising of said absolute ground data and weather data of the agriculture fields; adaptively clustering the plurality of agriculture fields based on the feature set to generate a cluster; generating a generic forecasting model for ecological forecasting comprising of common features of the feature set in said cluster; selecting at least one feature out of the feature set for generating a plurality of adaptive forecasting model based for ecological forecasting and recommending control measures to a user.

Abstract: The present invention relates to a hand-held communication aid and method that assists the deaf-dumb and visually impaired individuals to communicate with each other and with normal individuals. The method enables deaf-dumb and visually impaired individuals to communicate with each other and with normal individuals on remote communication means without any hardware improvization. The method enables face to face communication and remote communication aid for deaf-dumb and visually impaired individuals. This method requires no modifications in hand-held communication device used by normal individual.

Abstract: The present application relates to a hand-held navigation aid and method that assists the visually impaired individuals to navigate and perform routine activities independently. The method enables visually impaired individuals to identify the hindrances using navigation means. The method assists visually impaired individual to navigate in all types of environment, outdoor with or without GPS facility and indoor with or without GPS facility by means of the hand-held navigation aid.