A general-purpose framework for parallel processing of large-scale LiDAR data

Big Data and cloud computing: innovation opportunities and challenges

(2016) Chaowei Yang et al.   International Journal of Digital Earth

A spatiotemporal indexing approach for efficient processing of big array-based climate data with MapReduce

(2016) Zhenlong Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Big-Data Approach for Three-Dimensional Building Extraction from Aerial Laser Scanning

(2016) Harith Aljumaily et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

(2016) J. Lopatin et al.   REMOTE SENSING OF ENVIRONMENT

Automatic Scaling Hadoop in the Cloud for Efficient Process of Big Geospatial Data

(2016) Zhenlong Li et al.   ISPRS International Journal of Geo-Information

Enabling Big Geoscience Data Analytics with a Cloud-Based, MapReduce-Enabled and Service-Oriented Workflow Framework

(2015) Zhenlong Li et al.   PLoS One

Process virtualization of large-scale lidar data in a cloud computing environment

(2013) Haiyan Guan et al.   COMPUTERS & GEOSCIENCES

Visualizing 3D/4D environmental data using many-core graphics processing units (GPUs) and multi-core central processing units (CPUs)

(2013) Jing Li et al.   COMPUTERS & GEOSCIENCES

GPU-based roofs' solar potential estimation using LiDAR data

(2012) Niko Lukač et al.   COMPUTERS & GEOSCIENCES

Fast Filtering of LiDAR Point Cloud in Urban Areas Based on Scan Line Segmentation and GPU Acceleration

(2012) Xiangyun Hu et al.   IEEE Geoscience and Remote Sensing Letters

A parallel computing approach to viewshed analysis of large terrain data using graphics processing units

(2012) Yanli Zhao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

LiDAR data reduction using vertex decimation and processing with GPGPU and multicore CPU technology

(2011) Dossay Oryspayev et al.   COMPUTERS & GEOSCIENCES

Extraction of hydrological proximity measures from DEMs using parallel processing

(2011) Teklu K. Tesfa et al.   ENVIRONMENTAL MODELLING & SOFTWARE

GRASS GIS: A multi-purpose open source GIS

(2011) Markus Neteler et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Using spatial principles to optimize distributed computing for enabling the physical science discoveries

(2011) C. Yang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The emergence of spatial cyberinfrastructure

(2011) D. J. Wright et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds

(2010) Xuefeng Guan et al.   COMPUTERS & GEOSCIENCES

Distributed data organization and parallel data retrieval methods for huge laser scanner point clouds

(2010) Ma Hongchao et al.   COMPUTERS & GEOSCIENCES

Explorations of the implementation of a parallel IDW interpolation algorithm in a Linux cluster-based parallel GIS

(2010) Fang Huang et al.   COMPUTERS & GEOSCIENCES

Lidar remote sensing variables predict breeding habitat of a Neotropical migrant bird

(2010) Scott J. Goetz et al.   ECOLOGY

An optimized framework for seamlessly integrating OGC Web Services to support geospatial sciences

(2010) Zhenlong Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Understanding earth surface processes from remotely sensed digital terrain models

(2009) Paolo Tarolli et al.   GEOMORPHOLOGY

Parallel Processing Method for Airborne Laser Scanning Data Using a PC Cluster and a Virtual Grid

(2009) Soo Hee Han et al.   SENSORS

MapReduce

(2008) Jeffrey Dean et al.   COMMUNICATIONS OF THE ACM

Grid computing of spatial statistics: using the TeraGrid forGi*(d) analysis

(2008) Shaowen Wang et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Lidar: shedding new light on habitat characterization and modeling

(2008) Kerri T Vierling et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT