Big Earth data analytics: A survey

C Yang, M Yu, Y Li, F Hu, Y Jiang, Q Liu, D Sha… - Big Earth …, 2019 - Taylor & Francis
Big Earth data are produced from satellite observations, Internet-of-Things, model
simulations, and other sources. The data embed unprecedented insights and spatiotemporal …

Improving search ranking of geospatial data based on deep learning using user behavior data

Y Li, Y Jiang, C Yang, M Yu, L Kamal… - Computers & …, 2020 - Elsevier
Finding geospatial data has been a big challenge regarding the data size and heterogeneity
across various domains. Previous work has explored using machine learning to improve …

A smart web-based geospatial data discovery system with oceanographic data as an example

Y Jiang, Y Li, C Yang, F Hu, EM Armstrong… - … International Journal of …, 2018 - mdpi.com
Discovering and accessing geospatial data presents a significant challenge for the Earth
sciences community as massive amounts of data are being produced on a daily basis. In this …

Optimized spatiotemporal data scheduling based on maximum flow for multilevel visualization tasks

Q Zhu, M Chen, B Feng, Y Zhou, M Li, Z Xu… - … International Journal of …, 2020 - mdpi.com
Massive spatiotemporal data scheduling in a cloud environment play a significant role in
real-time visualization. Existing methods focus on preloading, prefetching, multithread …

Cloud infrastructure and monitoring system for real estate registration

B Jin, W Song, K Zhao, S Li… - 2018 26Th International …, 2018 - ieeexplore.ieee.org
Cloud computing has become a prime approach for providing reliable and scalable
computing infrastructure for a variety of geographical information applications. This paper …

[PDF][PDF] Big Data Statistical Analysis Model based on Hadoop System [J]

L Jiang - International Journal of Intelligent Information, 2020 - hknccp.org
With the advent of the era of big data, research and application of big data analysis and
mining is more and more attention, in order to face huge amounts of data collection statistics …

A Distributed Computing Framework to Manage, Query, and Analyze Big Geospatial Data for Urban Studies-Case Studies with Urban Heat Island and Tourist …

F Hu - 2018 - search.proquest.com
Urban system, as a sub-component of the Earth system, is complex and dynamic being
composed of numerous interactions among natural, human-built, and social entities (Jing et …

Improving Geospatial Data Search Ranking Using Deep Learning and User Behaviour Data

Y Jiang - 2018 - search.proquest.com
Finding Earth science data has been a challenging problem given both the quantity of data
available and the heterogeneity of the data across a wide variety of domains. Current search …