Geospatial big data handling with high performance computing: Current approaches and future directions

Z Li - High Performance Computing for Geospatial …, 2020 - Springer
Geospatial big data plays a major role in the era of big data, as most data today are
inherently spatial, collected with ubiquitous location-aware sensors such as mobile apps …

Quantification of microtopography in natural ecosystems using close-range remote sensing

T Shukla, W Tang, CC Trettin, G Chen, S Chen… - Remote Sensing, 2023 - mdpi.com
Microtopography plays an important role in various ecological, hydrologic, and
biogeochemical processes. However, quantifying the characteristics of microtopography …

Spatial analysis using temporal point clouds in advanced GIS: Methods for ground elevation extraction in slant areas and building classifications

S Shirowzhan, SME Sepasgozar - ISPRS International Journal of Geo …, 2019 - mdpi.com
Deriving 3D urban development patterns is necessary for urban planners to control the
future directions of 3D urban growth considering the availability of infrastructure or being …

Spatiotemporal domain decomposition for high performance computing: a flexible splits heuristic to minimize redundancy

A Hohl, E Saule, E Delmelle, W Tang - High Performance Computing for …, 2020 - Springer
There are three steps towards implementing the divide-and-conquer strategy for
accelerating spatiotemporal analysis: First, performing spatiotemporal domain …

A Novel Parallel Approach to Image Processing for High-Performance Computing

MW Al-Neam, EH Abdulrahman, SM Ali - 2024 - researchsquare.com
As the utilization of big data and the computational requirements have increased the
demand for superior image processing procedures has been of supreme importance. When …

Accelerating the Detection of Space-Time Patterns under Nonstationary Background Population

A Hohl - 2018 - search.proquest.com
The advancement of technology has enabled us to collect increasing quantities of spatial
and spatiotemporal data at rapidly increasing rate through sensor systems, automated …