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 …

Towards intelligent geospatial data discovery: a machine learning framework for search ranking

Y Jiang, Y Li, C Yang, F Hu, EM Armstrong… - … journal of digital …, 2018 - Taylor & Francis
Current search engines in most geospatial data portals tend to induce users to focus on one
single-data characteristic dimension (eg popularity and release date). This approach largely …

[書籍][B] Cloud computing for ocean and atmospheric science

TC Vance, N Merati, C Yang, M Yuan - 2016 - ieeexplore.ieee.org
Cloud computing has become ubiquitous in modern life, and research. Your email is stored
on the cloud and is accessible from anywhere on any smart device. Your music is streamed …

A comprehensive methodology for discovering semantic relationships among geospatial vocabularies using oceanographic data discovery as an example

Y Jiang, Y Li, C Yang, K Liu, EM Armstrong… - International Journal …, 2017 - Taylor & Francis
It is challenging to find relevant data for research and development purposes in the
geospatial big data era. One long-standing problem in data discovery is locating …

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 …

A Query Understanding Framework for Earth Data Discovery

Y Li, Y Jiang, JC Goldstein, LJ Mcgibbney, C Yang - Applied Sciences, 2020 - mdpi.com
One longstanding complication with Earth data discovery involves understanding a user's
search intent from the input query. Most of the geospatial data portals use keyword-based …

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 …