Geospatial aggregating and layering of field data

A computer-implemented method, comprising:

• obtaining, by a computing device, pulse data collected via a sensor device coupled to a farming machine, the pulse data including both machine CAN data and agronomic data and having a first location identifier associated with a first time and a second location identifier associated with a second time and being associated with a swath width of an implement coupled to the farming machine;
• generating, by the computing device, a pulse polygon based on the first location identifier, the second location identifier, and the associated swath width, the generated pulse polygon defining a geographic area traversed by the implement and having an activity value associated with a temporal identifier determined based on the pulse data;
• generating a plurality of geospatial containers based on the pulse polygon, each geospatial container of the plurality of geospatial containers corresponding to one of a plurality of grid cells in a spatial grid system, wherein each geospatial container comprises (i) a unique identifier corresponding to a location of the grid cell within the spatial grid system and (ii) a plurality of discrete portions each configured to store a respective data layer, wherein the geospatial containers are indexed by the unique identifier and each discrete portion is addressable by the temporal identifier;
• and
• storing, by the computing device, the activity value into the plurality of geospatial containers, the activity value being stored within a discrete portion of each geospatial container of the plurality of geospatial containers, each discrete portion being associated with the temporal identifier, wherein storing comprises updating an already-existing geospatial container by appending the activity value as a new data layer within the discrete portion associated with the temporal identifier while retaining at least one previously stored data layer associated with a different temporal identifier.

A system comprising:

• at least one processor, and
• a machine-readable hardware storage device storing instructions that, when utilized by the at least one processor, cause the at least one processor to perform operations comprising:
• obtaining a pulse dataset of a plurality of pulse datasets collected via a sensor device coupled to a farming machine, the pulse dataset including machine CAN data and agronomic data output via the farming machine and being associated with a swath width of an implement coupled to the farming machine;
• generating a pulse polygon based on the pulse dataset and the associated swath width, the generated pulse polygon defining a geographic area traversed by the implement and having an activity value associated with a temporal identifier determined based on the pulse dataset;
• generating a plurality of geospatial containers based on the pulse polygon, each geospatial container of the plurality of geospatial containers corresponding to one of a plurality of grid cells in a spatial grid system, wherein each geospatial container comprises (i) a unique identifier corresponding to a location of the grid cell within the spatial grid system and (ii) a plurality of discrete portions each configured to store a respective data layer, wherein the geospatial containers are indexed by the unique identifier and each discrete portion is addressable by the temporal identifier;
• and
• storing the activity value into the plurality of geospatial containers, the activity value being stored within a discrete portion of each geospatial container of the plurality of geospatial containers, each discrete portion being associated with the temporal identifier, wherein storing comprises updating an already-existing geospatial container by appending the activity value as a new data layer within the discrete portion associated with the temporal identifier while retaining at least one previously stored data layer associated with a different temporal identifier.