A big data urban growth simulation at a national scale: Configuring the GIS and neural network based Land Transformation Model to run in a High Performance Computing (HPC) environment.
Bryan C. PijanowskiAmin TayyebiJarrod DoucetteBurak K. PekinDavid BraunJames PlourdePublished in: Environ. Model. Softw. (2014)
Keyphrases
- high performance computing
- big data
- urban growth
- transformation model
- cloud computing
- scientific computing
- land cover
- computing resources
- computing environments
- massively parallel
- geographic information systems
- data management
- parallel computing
- cellular automata model
- computational science
- data analysis
- computing systems
- energy efficiency
- fault tolerance
- urban planning
- remote sensing
- grid computing
- data warehousing
- data processing
- affine transformation
- nonrigid registration
- case study
- computing infrastructure
- business intelligence
- social media
- knowledge discovery
- databases
- data center
- geospatial data
- storage systems
- spatial data
- satellite images
- change detection
- computer vision
- message passing interface
- multispectral
- cellular automata
- machine learning