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Guiming Zhang's Projects

birds icon birds

Geospatial Database and Analysis

dl4sdm icon dl4sdm

Deep Learning for Species Distribution Modeling.

fastgwr icon fastgwr

Fast Geographically Weighted Regression (FastGWR): A Scalable Algorithm to Investigate Spatial Process Heterogeneity in Millions of Observations

geovizvgi icon geovizvgi

A web-based geovisual analytics framework for exploring participation characteristics of individual VGI contributors

imapping icon imapping

Geo-visualization of the massive eBird and BBS dataset.

iobs icon iobs

A web interface for general public to contribute wildlife observations and habitat suitability mapping.

mgpukde icon mgpukde

Multi-GPU Parallel Kernel Density Estimation for Spatial Point Pattern Analysis

mgpukde_tiled icon mgpukde_tiled

Multi-GPU-parallel and tile-based kernel density estimation for large-scale spatial point pattern analysis

parallelripleyskfunction icon parallelripleyskfunction

The C++ implementation of MPI/OpenMP parallel Ripley's K function for point pattern analysis on spatial big data.

pyclipsm icon pyclipsm

PyCLiPSM - Harnessing Heterogeneous Computing Resources on CPUs and GPUs for Accelerated Digital Soil Mapping

pyclkde icon pyclkde

A big data-enabled high-performance computational framework for habitat suitability modeling and mapping

testsite icon testsite

:triangular_ruler: A flexible two-column Jekyll theme perfect for building personal sites, blogs, and portfolios.

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