{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T22:30:03Z","timestamp":1757543403062,"version":"3.37.3"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2019,7,6]],"date-time":"2019-07-06T00:00:00Z","timestamp":1562371200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,7,6]],"date-time":"2019-07-06T00:00:00Z","timestamp":1562371200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100007129","name":"Shandong Provincial Natural Science Foundation","doi-asserted-by":"crossref","award":["ZR2018MF003"],"award-info":[{"award-number":["ZR2018MF003"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Wireless Inf Networks"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10776-019-00440-z","type":"journal-article","created":{"date-parts":[[2019,7,6]],"date-time":"2019-07-06T11:02:12Z","timestamp":1562410932000},"page":"183-192","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Intelligent Classification Method of Remote Sensing Image Based on Big Data in Spark Environment"],"prefix":"10.1007","volume":"26","author":[{"given":"Zhichao","family":"Xing","sequence":"first","affiliation":[]},{"given":"Guangming","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,7,6]]},"reference":[{"issue":"5","key":"440_CR1","doi-asserted-by":"publisher","first-page":"892","DOI":"10.1109\/TCSVT.2014.2363739","volume":"25","author":"B Min","year":"2015","unstructured":"B. Min and R. C. C. Cheung, A Fast CU Size decision algorithm for the HEVC Intra Encoder, IEEE Transactions on Circuits and Systems for Video Technology., Vol. 25, No. 5, pp. 892\u2013896, 2015.","journal-title":"IEEE Transactions on Circuits and Systems for Video Technology."},{"issue":"2","key":"440_CR2","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1109\/LGRS.2014.2341044","volume":"12","author":"L Gao","year":"2015","unstructured":"L. Gao, J. Li, M. Khodadadzadeh, et al., Subspace-basedsupport vector machines for hyperspectral image classifica-tion, IEEE Geoscience & Remote Sensing Letters, Vol. 12, No. 2, pp. 349\u2013353, 2015.","journal-title":"IEEE Geoscience & Remote Sensing Letters"},{"key":"440_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2015\/258619","volume":"2","author":"W Hu","year":"2015","unstructured":"W. Hu, Y. Huang, L. Wei, et al., Deep convolutional neuralnetworks for hyperspectral image classification, Journal of Sensors, Vol. 2, pp. 1\u201312, 2015.","journal-title":"Journal of Sensors"},{"key":"440_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.isprsjprs.2015.12.007","volume":"113","author":"L Li","year":"2016","unstructured":"L. Li, J. Yao, X. Lu, J. Tu and J. Shan, Optimal seamline detection for multiple image mosaicking via graph cuts, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 113, pp. 1\u201316, 2016.","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"440_CR5","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1111\/phor.12078","volume":"148","author":"Y Zhang","year":"2014","unstructured":"Y. Zhang, B. Wang, Z. Zhang, Y. Duan, Y. Zhang, M. Sun and S. Ji, Fully automatic generation of geoinformation products with chinese zy-3 satellite imagery, Photogram Rec, Vol. 148, pp. 383\u2013401, 2014.","journal-title":"Photogram Rec"},{"key":"440_CR6","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.isprsjprs.2014.06.011","volume":"96","author":"H Shen","year":"2014","unstructured":"H. Shen, H. Li, Y. Qian, L. Zhang and Q. Yuan, An effective thin cloud removal procedure for visible remote sensing images, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 96, p. 224, 2014.","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"440_CR7","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/j.rse.2014.06.012","volume":"152","author":"Z Zhu","year":"2014","unstructured":"Z. Zhu and C. E. Woodcock, Automated cloud, cloud shadow, and snow detection in multitemporal Landsat data: an algorithm designed specifically for monitoring land cover change, Remote Sensing of Environment, Vol. 152, pp. 217\u2013234, 2014.","journal-title":"Remote Sensing of Environment"},{"key":"440_CR8","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1016\/j.isprsjprs.2014.02.015","volume":"92","author":"Q Cheng","year":"2014","unstructured":"Q. Cheng, H. Shen, L. Zhang, Q. Yuan and C. Zeng, Cloud removal for remotely sensed images by similar pixel replacement guided with a spatio-temporal MRF model, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 92, pp. 54\u201368, 2014.","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"440_CR9","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.jag.2014.08.014","volume":"34","author":"K Rokni","year":"2015","unstructured":"K. Rokni, A. Ahmad, K. Solaimani and S. Hazini, A new approach for surface water change detection: integration of pixel level image fusion and image classification techniques, International Journal of Applied Earth Observation, Vol. 34, pp. 226\u2013234, 2015.","journal-title":"International Journal of Applied Earth Observation"},{"key":"440_CR10","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/j.isprsjprs.2014.12.009","volume":"101","author":"MK Ghosh","year":"2014","unstructured":"M. K. Ghosh, L. Kumar and C. Roy, Monitoring the Coastline Change of Hatiya Island in Bangladesh using Remote Sensing Techniques, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 101, pp. 137\u2013144, 2014.","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"440_CR11","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.isprsjprs.2014.03.007","volume":"103","author":"J Wang","year":"2014","unstructured":"J. Wang, Y. Zhao, C. Li, L. Yu, D. Liu and P. Gong, Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250\u00a0m resolution, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 103, pp. 38\u201347, 2014.","journal-title":"ISPRS Journal of Photogrammetry and Remote Sensing"},{"key":"440_CR12","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1016\/j.energy.2016.02.046","volume":"101","author":"W Sun","year":"2016","unstructured":"W. Sun and Y. Xu, Financial Security Evaluation of the Electric Power Industry in China Based on a Back Propagation Neural Network Optimized by Genetic Algorithm, Energy, Vol. 101, pp. 366\u2013379, 2016.","journal-title":"Energy"},{"key":"440_CR13","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.inffus.2015.08.005","volume":"28","author":"G Bello-Orgaz","year":"2016","unstructured":"G. Bello-Orgaz, J. J. Jung and D. Camacho, Social big data: recent achievements and new challenges, Information Fusion, Vol. 28, pp. 45\u201359, 2016.","journal-title":"Information Fusion"},{"key":"440_CR14","first-page":"45","volume":"28","author":"JL Reyes-Ortiz","year":"2015","unstructured":"J. L. Reyes-Ortiz, L. Oneto and D. Anguita, Big Data Analytics in the Cloud: spark on Hadoop vs MPI\/OpenMP on Beowulf, Procedia Computer Science, Vol. 28, pp. 45\u201359, 2015.","journal-title":"Procedia Computer Science"},{"doi-asserted-by":"crossref","unstructured":"N. Kurinjivendhan and K. Thangadurai, Modified k-means algorithm and genetic approach for cluster optimization. International Conference on Data Mining and Advanced Computing. 2016.","key":"440_CR15","DOI":"10.1109\/SAPIENCE.2016.7684130"},{"key":"440_CR16","doi-asserted-by":"publisher","first-page":"3314","DOI":"10.1109\/JSTARS.2017.2671364","volume":"10","author":"X Li","year":"2017","unstructured":"X. Li, L. Zhang, L. Y. Wang, et al., Effects of BOW model with affinity propagation and spatial pyramid matching on Polarimetric SAR image classification, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, pp. 3314\u20133322, 2017.","journal-title":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"},{"key":"440_CR17","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.rse.2015.04.032","volume":"165","author":"L Liang","year":"2015","unstructured":"L. Liang, L. Di, L. Zhang, M. Deng, Z. Qin, S. Zhao and H. Lin, Estimation of crop LAI using hyperspectral vegetation indices and a hybrid inversion method, Remote Sensing of Environment, Vol. 165, pp. 12\u2013134, 2015.","journal-title":"Remote Sensing of Environment"},{"key":"440_CR18","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1155\/2015\/258619","volume":"2015","author":"W Hu","year":"2015","unstructured":"W. Hu, Y. Huang, L. Wei, F. Zhang, H. Li and T. Wu, Deep Convolutional Neural Networks for Hyperspectral Image Classification, Journal of Sensors, Vol. 2015, p. 12, 2015.","journal-title":"Journal of Sensors"},{"issue":"4","key":"440_CR19","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1080\/02564602.2015.1015631","volume":"32","author":"B Liao","year":"2015","unstructured":"B. Liao, J. Xu, J. Lv and S. Zhou, An image retrieval method for binary images based on DBN and Softmax Classifier, IETE Technical Review, Vol. 32, No. 4, pp. 294\u2013303, 2015.","journal-title":"IETE Technical Review"},{"key":"440_CR20","first-page":"294","volume":"32","author":"S Istephan","year":"2016","unstructured":"S. Istephan and M.-R. Siadat, Unstructured medical image query using big data\u2014An epilepsy case study, Journal of Biomedical Informatics, Vol. 32, pp. 294\u2013303, 2016.","journal-title":"Journal of Biomedical Informatics"}],"container-title":["International Journal of Wireless Information Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10776-019-00440-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10776-019-00440-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10776-019-00440-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,4]],"date-time":"2020-07-04T23:08:57Z","timestamp":1593904137000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10776-019-00440-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,6]]},"references-count":20,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["440"],"URL":"https:\/\/doi.org\/10.1007\/s10776-019-00440-z","relation":{},"ISSN":["1068-9605","1572-8129"],"issn-type":[{"type":"print","value":"1068-9605"},{"type":"electronic","value":"1572-8129"}],"subject":[],"published":{"date-parts":[[2019,7,6]]},"assertion":[{"value":"27 March 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 June 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 June 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 July 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}