Global Grid Indexing Vectorization for Faster Geospatial Functions

The patent segments geospatial operations into distinct validation and evaluation phases. Validation checks whether cell indices are within valid ranges and have appropriate resolutions, while evaluation performs the actual geospatial computation. This segmentation enables each phase to be optimized independently, with validation using fast bitwise operations and evaluation using vectorized computations, thereby reducing overall processing time while maintaining correctness.

The patent changes the representation of cell indices from scalar values to vectorized arrays, allowing simultaneous processing of multiple cell indices. By transforming operations from scalar to vector level, the system processes large datasets in parallel, dramatically reducing processing time and increasing productivity without sacrificing computational accuracy.

The patent performs validation actions preliminarily before evaluation. By pre-checking that cell indices are within valid ranges and have appropriate resolutions using bitwise operations, the system avoids performing expensive evaluation computations on invalid data. This preliminary validation action filters out erroneous operations early, improving overall computational efficiency while keeping the code structure organized and manageable.

The patent introduces validation as an intermediary layer between data input and evaluation operations. This validation layer acts as a mediator that ensures data quality before computations proceed, preventing errors from propagating through the system. The intermediary validation step uses simple bitwise operations to check data validity, protecting the more complex evaluation phase from receiving invalid inputs.