{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T04:13:57Z","timestamp":1778559237306,"version":"3.51.4"},"reference-count":15,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/igarss.2018.8517647","type":"proceedings-article","created":{"date-parts":[[2018,11,16]],"date-time":"2018-11-16T05:26:52Z","timestamp":1542346012000},"page":"6175-6178","source":"Crossref","is-referenced-by-count":3,"title":["Deep Gaussian Processes for Geophysical Parameter Retrieval"],"prefix":"10.1109","author":[{"given":"Daniel Heestermans","family":"Svendsen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pablo","family":"Morales-Alvarez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafael","family":"Molina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gustau","family":"Camps-Valls","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"1533","article-title":"Understanding probabilistic sparse Gaussian process approximations","author":"bauer","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref11","first-page":"1257","article-title":"Sparse Gaussian processes using pseudo-inputs","author":"snelson","year":"2006","journal-title":"Advances in neural information processing systems"},{"key":"ref12","first-page":"567","article-title":"Variational learning of inducing variables in sparse Gaussian processes","author":"titsias","year":"2009","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref13","first-page":"1","article-title":"Remote sensing image classification with large-scale Gaussian processes","volume":"pp","author":"morales-alvarez","year":"2017","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"key":"ref14","article-title":"Sampled Databases of 60-level Atmospheric Profiles from the ECMWF Analyses: Version 1.0","author":"chevallier","year":"2002","journal-title":"EUMETSAT"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1175\/2008JAS2711.1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2168963"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2015.2510084"},{"key":"ref6","author":"damianou","year":"2015","journal-title":"Deep Gaussian processes and variational propagation of uncertainty"},{"key":"ref5","first-page":"207","article-title":"Deep Gaussian processes","author":"damianou","year":"2013","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0450(2002)041<0144:ARNNAF>2.0.CO;2"},{"key":"ref7","first-page":"4591","article-title":"Doubly stochastic variational inference for deep Gaussian processes","author":"salimbeni","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470748992"},{"key":"ref1","author":"camps-valls","year":"2011","journal-title":"Remote Sensing Image Processing"},{"key":"ref9","author":"rasmussen","year":"2006","journal-title":"Gaussian Processes for Machine Learning"}],"event":{"name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","location":"Valencia","start":{"date-parts":[[2018,7,22]]},"end":{"date-parts":[[2018,7,27]]}},"container-title":["IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8496405\/8517275\/08517647.pdf?arnumber=8517647","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T01:37:32Z","timestamp":1598233052000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8517647\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/igarss.2018.8517647","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}