Abstract: A method, system, and non-transitory computer readable medium for generating a land score are provided. The method includes receiving a request for a land score calculation from an application on a user device; receiving, from a graphical user interface, a selection of a land site to evaluate; obtaining multiple data inputs relating to the land site; excluding portions of the land site; calculating the land score for the land site; determining, based on the land score, a ranking for the land based on the land score; determining multiple layouts for building based on the ranking; and displaying the layouts via the graphical user interface.

Abstract: A method, system, and non-transitory computer readable medium for generating a land score are provided. The method includes receiving a request for a land score calculation from an application on a user device; receiving, from a graphical user interface, a selection of a land site to evaluate; obtaining multiple data inputs relating to the land site; excluding portions of the land site; calculating the land score for the land site; determining, based on the land score, a ranking for the land based on the land score; determining multiple layouts for building based on the ranking; and displaying the layouts via the graphical user interface.

Abstract: Apparatus, methods, and non-transitory computer readable medium for estimating solar radiation energy resources. The method includes receiving a request for estimating solar radiation energy resources for a solar site; obtaining metadata about the solar site; obtaining satellite weather data corresponding to the solar site; obtaining measured solar data on the solar site; generating a training dataset based on the satellite weather data and the measured solar data; training a machine learning model by the training dataset; and synthesizing solar radiation energy resource data corresponding to the solar site using the machine learning model.