Implementation of a parallel GPU-based space-time kriging framework

Y Zhang, X Zheng, Z Wang, G Ai, Q Huang - ISPRS International Journal …, 2018 - mdpi.com
In the study of spatiotemporal geographical phenomena, the space–time interpolation
method is widely applied, and the demands for computing speed and accuracy are …

Ground target geolocation based on digital elevation model for airborne wide-area reconnaissance system

C Qiao, Y Ding, Y Xu, J Xiu - Journal of Applied Remote …, 2018 - spiedigitallibrary.org
To obtain the geographical position of the ground target accurately, a geolocation algorithm
based on the digital elevation model (DEM) is developed for an airborne wide-area …

A fast scalable distributed kriging algorithm using Spark framework

C Misra, S Bhattacharya, SK Ghosh - International Journal of Data …, 2020 - Springer
Environmental and climate models used for weather prediction require evenly spaced
meteorological datasets at a very high spatial and temporal resolution to facilitate the …

面向大区域碳卫星数据的分布式Kriging 插值算法优化

周小华, 王学志, 周园春, 孟珍 - 计算机工程与科学, 2023 - joces.nudt.edu.cn
针对基于原生Kriging 算法在大区域尺度上对碳卫星数据进行插值时存在的计算耗时长,
并行加速难等问题, 对Kriging 插值算法进行调整, 优化其中的关键计算环节 …

Distributed Kriging interpolation algorithm optimization for large region carbon satellite data

X ZHOU, X WANG, Y ZHOU… - Computer Engineering & …, 2023 - joces.nudt.edu.cn
To address the issues of long computation time and difficulty in parallel acceleration when
using the original Kriging algorithm for interpolation of carbon satellite data at a large …