{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T07:28:23Z","timestamp":1742974103012,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642166860"},{"type":"electronic","value":"9783642166877"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-16687-7_65","type":"book-chapter","created":{"date-parts":[[2010,11,2]],"date-time":"2010-11-02T09:47:55Z","timestamp":1288691275000},"page":"492-499","source":"Crossref","is-referenced-by-count":3,"title":["Aerosol Optical Thickness Retrieval from Satellite Observation Using Support Vector Regression"],"prefix":"10.1007","author":[{"given":"Thi Nhat Thanh","family":"Nguyen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simone","family":"Mantovani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piero","family":"Campalani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mario","family":"Cavicchi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maurizio","family":"Bottoni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"65_CR1","unstructured":"Remer, L.A., Tanr\u00e9, D., Kaufman, Y.J.: Algorithm for Remote Sensing of Tropospheric Aerosol From MODIS: Collection 5. MODIS ATBD (2004)"},{"key":"65_CR2","unstructured":"Kaufman, Y.J., Tanre, D.: Algorithm for Remote Sensing of Tropospheric Aerosol from MODIS. In: MODIS ATBD (1997)"},{"issue":"D10S07","key":"65_CR3","first-page":"11967","volume":"110","author":"W.A. Abdou","year":"2005","unstructured":"Abdou, W.A., Diner, D.J., Martonchik, J.V., Bruegge, C.J., Kahn, R.A., Gaitley, B.J., Crean, K.A.: Comparison of coincident Multiangle Imaging Spectroradiometer and Moderate Resolution Imaging Spectroradiometer aerosol optical depths over land and ocean scenes containing Aerosol Robotic Network sites. Journal of Geophysical research\u00a0110(D10S07), 11967\u201311976 (2005)","journal-title":"Journal of Geophysical research"},{"key":"65_CR4","unstructured":"Nguyen, T.N.T., Mantovani, S., Bottoni, M.: Estimation of Aerosol and Air Quality Fields with PM MAPPER \u2013 An Optical Multispectral Data Processing Package. In: ISPRS Commission VII Symposium, Vienna, Austria (2010)"},{"key":"65_CR5","doi-asserted-by":"crossref","unstructured":"Ma, Y., Gong, W., Zhu, Z., Zhang, L., Li, P.: Cloud Amount and Aerosol Characteristic Research in the Atmosphere over Hubei Province, China, pp. III-631\u2013III-634. IEEE\/IGARSS (2009)","DOI":"10.1109\/IGARSS.2009.5417839"},{"issue":"7","key":"65_CR6","doi-asserted-by":"publisher","first-page":"759","DOI":"10.1002\/int.20094","volume":"20","author":"R. Ramakrishnan","year":"2005","unstructured":"Ramakrishnan, R., Schauer, J.J., Chen, L., Huang, Z., Shafer, M.M., Gross, D.S., Musicant, D.R.: The EDAM project: Mining atmospheric aerosol datasets: Research Articles. International Journal of Intelligent Systems\u00a020(7), 759\u2013787 (2005)","journal-title":"International Journal of Intelligent Systems"},{"key":"65_CR7","doi-asserted-by":"crossref","unstructured":"Chen, Q., Shao, Y.: The Application of Improved BP Neural Network Algorithm in Urban Air Quality Prediction: Evidence from China. In: 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, pp. 160\u2013163 (2008)","DOI":"10.1109\/PACIIA.2008.401"},{"key":"65_CR8","unstructured":"Lu, W., Wang, W., Leung, A.Y.T., Lo, S.M., Yuen, R.K.K., Xu, Z., Fan, H.: Air Pollutant Parameter Forecasting Using Support Vector Machine. In: Proceedings of the 2002 International Joint Conference on Neural Network, pp. 630\u2013635 (2002)"},{"key":"65_CR9","doi-asserted-by":"crossref","unstructured":"Siwek, K., Osowski, S., Garanty, K., Sowinski, M.: Ensemble of Neural Predictors for Forecasting the Atmospheric Pollution. In: Proceedings of IEEE International Joint Conference on Neural Network, pp. 643\u2013648 (2008)","DOI":"10.1109\/IJCNN.2008.4633862"},{"key":"65_CR10","doi-asserted-by":"crossref","unstructured":"Osowski, S., Garanty, K.: Wavelets and Support Vector Machine for Forecasting the Meteorological Pollution. In: Proceedings of the 7th Nordic Signal Processing Symposium 2006, pp. 158\u2013161 (2006)","DOI":"10.1109\/NORSIG.2006.275217"},{"key":"65_CR11","first-page":"1716","volume":"4","author":"Y. Okada","year":"2001","unstructured":"Okada, Y., Mukai, S., Sano, I.: Neural Network Approach for Aerosol Retrieval. IEEE\/IGARSS\u00a04, 1716\u20131718 (2001)","journal-title":"IEEE\/IGARSS"},{"key":"65_CR12","doi-asserted-by":"publisher","first-page":"787","DOI":"10.1016\/j.engappai.2006.05.009","volume":"19","author":"B. Han","year":"2006","unstructured":"Han, B., Vucetic, S., Braverman, A., Obradovic, Z.: A statistical complement to deterministic algorithms for the retrieval of aerosol optical thickness from radiance data. Engineering Applications of Artificial Intelligence\u00a019, 787\u2013795 (2006)","journal-title":"Engineering Applications of Artificial Intelligence"},{"key":"65_CR13","doi-asserted-by":"crossref","unstructured":"Xu, Q., Obradovic, Z., Han, B., Li, Y., Braverman, A., Vucetic, S.: Improving Aerosol Retrieval Accuracy by Integrating AERONET, MISR and MODIS Data. In: 8th Intenational Conference on Information Fusion, Philadelphia, PA (2005)","DOI":"10.1109\/ICIF.2005.1591916"},{"issue":"1","key":"65_CR14","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1109\/LGRS.2007.912725","volume":"5","author":"S. Vucetic","year":"2008","unstructured":"Vucetic, S., Han, B., Mi, W., Li, Z., Obradovic, Z.: A Data-Mining Approach for the Validation of Aerosol Retrievals. IEEE Geoscience and Remote Sensing Letter\u00a05(1), 113\u2013117 (2008)","journal-title":"IEEE Geoscience and Remote Sensing Letter"},{"issue":"4","key":"65_CR15","doi-asserted-by":"publisher","first-page":"694","DOI":"10.1109\/LGRS.2009.2023605","volume":"6","author":"D.J. Lary","year":"2009","unstructured":"Lary, D.J., Remer, L.A., MacNeill, D., Roscoe, B., Paradise, S.: Machine Learning Bias Correction of MODIS Aerosol Optical Depth. IEEE Geoscience and Remote Sensing Letters\u00a06(4), 694\u2013698 (2009)","journal-title":"IEEE Geoscience and Remote Sensing Letters"},{"key":"65_CR16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"V.N. Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The nature of statistical learning theory. Springer, New York (1995)"},{"issue":"12","key":"65_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1029\/2001GL013206","volume":"29","author":"C. Ichoku","year":"2002","unstructured":"Ichoku, C., Chu, D.A., Mattoo, S., Kaufman, Y.J., Remer, L.A., Tanre, D.T., Slutsker, I., Holben, B.N.: A spatio-temporal approach for global validation and analysis of MODIS aerosol products. Geophysical Research Letter\u00a029(12), 1\u20134 (2002)","journal-title":"Geophysical Research Letter"},{"key":"65_CR18","doi-asserted-by":"crossref","unstructured":"Wang, Z., Radosavljevic, V., Han, B., Obradovic, Z., Vucetic, S.: Aerosol Optical Depth Prediction from Satellite Observations by Multiple Instance Regression. In: SIAM Conference on Data Mining, Atlanta, GA (2008)","DOI":"10.1137\/1.9781611972788.15"},{"key":"65_CR19","unstructured":"AERONET - AErosol Robotic Network, \n                    \n                      http:\/\/aeronet.gsfc.nasa.gov\/"},{"key":"65_CR20","unstructured":"LIBSVM: A Library for Support Vector Machines, \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm\/"},{"key":"65_CR21","unstructured":"MEEO: Meteorological Environmental Earth Observation, \n                    \n                      http:\/\/www.meeo.it\/"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16687-7_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,29]],"date-time":"2020-01-29T17:11:22Z","timestamp":1580317882000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16687-7_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642166860","9783642166877"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16687-7_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}