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

Authors: Yongyao Jiang, Yun Li, Chaowei Yang, Fei Hu, Edward M. Armstrong, Thomas Huang, David Moroni, Lewis J. McGibbney, Christopher J. Finch

Source: International Journal of Digital Earth, Vol 11, Iss 9, Pp 956-971 (2018)

Subject Terms: learning to rank, semantic search, user behavior, search engine, big data, metadata, data relevancy, data portal, Mathematical geography. Cartography, GA1-1776

File Description: electronic resource

Relation: https://doaj.org/toc/1753-8947; https://doaj.org/toc/1753-8955

Access URL: https://doaj.org/article/6f6e97410be446fe9f77af0c604d5a9b

Observational Needs of Sea Surface Temperature

Authors: Anne G. O’Carroll, Edward M. Armstrong, Helen M. Beggs, Marouan Bouali, Kenneth S. Casey, Gary K. Corlett, Prasanjit Dash, Craig J. Donlon, Chelle L. Gentemann, Jacob L. Høyer, Alexander Ignatov, Kamila Kabobah, Misako Kachi, Yukio Kurihara, Ioanna Karagali, Eileen Maturi, Christopher J. Merchant, Salvatore Marullo, Peter J. Minnett, Matthew Pennybacker, Balaji Ramakrishnan, RAAJ Ramsankaran, Rosalia Santoleri, Swathy Sunder, Stéphane Saux Picart, Jorge Vázquez-Cuervo, Werenfrid Wimmer

Source: Frontiers in Marine Science, Vol 6 (2019)

Subject Terms: sea surface temperature, observations, GHRSST, satellite, in situ, Fiducial Reference Measurements, Science, General. Including nature conservation, geographical distribution, QH1-199.5

File Description: electronic resource

Relation: https://www.frontiersin.org/article/10.3389/fmars.2019.00420/full; https://doaj.org/toc/2296-7745

Access URL: https://doaj.org/article/226473c86cc946c5875b3822bce41e19

An Integrated Data Analytics Platform

Authors: Edward M. Armstrong, Mark A. Bourassa, Thomas A. Cram, Maya DeBellis, Jocelyn Elya, Frank R. Greguska, Thomas Huang, Joseph C. Jacob, Zaihua Ji, Yongyao Jiang, Yun Li, Nga Quach, Lewis McGibbney, Shawn Smith, Vardis M. Tsontos, Brian Wilson, Steven J. Worley, Chaowei Yang, Elizabeth Yam

Source: Frontiers in Marine Science, Vol 6 (2019)

Subject Terms: big data, cloud computing, ocean science, data analysis, matchup, anomaly detection, Science, General. Including nature conservation, geographical distribution, QH1-199.5

File Description: electronic resource

Relation: https://www.frontiersin.org/article/10.3389/fmars.2019.00354/full; https://doaj.org/toc/2296-7745

Access URL: https://doaj.org/article/0483a40ee1304508a91b465f48bcc1f0

Skin Sea-Surface Temperature from VIIRS on Suomi-NPP—NASA Continuity Retrievals

Authors: Peter J. Minnett, Katherine A. Kilpatrick, Guillermo P. Podestá, Robert H. Evans, Malgorzata D. Szczodrak, Miguel Angel Izaguirre, Elizabeth J. Williams, Susan Walsh, R. Michael Reynolds, Sean W. Bailey, Edward M. Armstrong, Jorge Vazquez-Cuervo

Source: Remote Sensing, Vol 12, Iss 20, p 3369 (2020)

Subject Terms: sea-surface temperature, SST, VIIRS, Visible Infrared Imaging Radiometer Suite, Suomi-NPP, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/12/20/3369; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/ea7c6247655c4f1e93dfd18f2654b06a

A Cloud-Based Framework for Large-Scale Log Mining through Apache Spark and Elasticsearch

Authors: Yun Li, Yongyao Jiang, Juan Gu, Mingyue Lu, Manzhu Yu, Edward M. Armstrong, Thomas Huang, David Moroni, Lewis J. McGibbney, Greguska Frank, Chaowei Yang

Source: Applied Sciences, Vol 9, Iss 6, p 1114 (2019)

Subject Terms: web usage mining, log mining, cloud computing, parallel computing, data balance, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: http://www.mdpi.com/2076-3417/9/6/1114; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/f30c80c30af54505a310beaa91f44e35

A Smart Web-Based Geospatial Data Discovery System with Oceanographic Data as an Example

Authors: Yongyao Jiang, Yun Li, Chaowei Yang, Fei Hu, Edward M. Armstrong, Thomas Huang, David Moroni, Lewis J. McGibbney, Frank Greguska, Christopher J. Finch

Source: ISPRS International Journal of Geo-Information, Vol 7, Iss 2, p 62 (2018)

Subject Terms: knowledge base, semantic search, user behavior, metadata, search ranking, recommendation, big data, Geography (General), G1-922

File Description: electronic resource

Relation: http://www.mdpi.com/2220-9964/7/2/62; https://doaj.org/toc/2220-9964

Access URL: https://doaj.org/article/ca359e1d8b614f9ea6b8284f15d68ecb

Reconstructing Sessions from Data Discovery and Access Logs to Build a Semantic Knowledge Base for Improving Data Discovery

Authors: Yongyao Jiang, Yun Li, Chaowei Yang, Edward M. Armstrong, Thomas Huang, David Moroni

Source: ISPRS International Journal of Geo-Information, Vol 5, Iss 5, p 54 (2016)

Subject Terms: web usage mining, session identification and reconstruction, crawler detection, semantic search, data discovery, Geography (General), G1-922

File Description: electronic resource

Relation: http://www.mdpi.com/2220-9964/5/5/54; https://doaj.org/toc/2220-9964

Access URL: https://doaj.org/article/317059e78a5541649f97e1f54b4631ca