{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T08:03:14Z","timestamp":1761897794483},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2022,10,28]],"date-time":"2022-10-28T00:00:00Z","timestamp":1666915200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,10,28]],"date-time":"2022-10-28T00:00:00Z","timestamp":1666915200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Earth Sci Inform"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s12145-022-00884-7","type":"journal-article","created":{"date-parts":[[2022,10,28]],"date-time":"2022-10-28T12:03:00Z","timestamp":1666958580000},"page":"2673-2687","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Interaction of image fusion techniques and atmospheric correction for improve SVM accuracy"],"prefix":"10.1007","volume":"15","author":[{"given":"Jwan","family":"Al-Doski","sequence":"first","affiliation":[]},{"given":"Faez M.","family":"Hassan","sequence":"additional","affiliation":[]},{"given":"Masayu","family":"Norman","sequence":"additional","affiliation":[]},{"given":"Aus A.","family":"Najim","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,10,28]]},"reference":[{"issue":"8","key":"884_CR1","doi-asserted-by":"publisher","first-page":"507","DOI":"10.14358\/PERS.21-00082R2","volume":"88","author":"Jwan Al-Doski","year":"2022","unstructured":"Al-Doski Jwan, Hassan Faez M, Mossa Hussein Abdelwahab, Najim Aus A (2022) Incorporation of Digital Elevation Model, Normalized Difference Vegetation Index, and Landsat-8 Data for Land Use Land Cover Mapping. Photogramm Eng Remote Sen 88(8):507\u2013516","journal-title":"Photogramm Eng Remote Sen"},{"key":"884_CR2","doi-asserted-by":"crossref","unstructured":"Bopche, L, Priti P Rege (2021) Integration of Landsat-8 Multispectral Band and Cartosat-1 Digital Elevation Model using Image Fusion Techniques.\u00a02021 8th International Conference on Signal Processing and Integrated Networks (SPIN). IEEE","DOI":"10.1109\/SPIN52536.2021.9566131"},{"key":"884_CR3","first-page":"v2","volume":"1","author":"M Choi","year":"2006","unstructured":"Choi M, Kim H, Cho N, Kim H (2006) An improved intensity-hue-saturation method for IKONOS image fusion. Pan 1:v2","journal-title":"Pan"},{"key":"884_CR4","first-page":"100482","volume":"22","author":"Ali Hassan Chughtai","year":"2021","unstructured":"Chughtai Ali Hassan, Abbasi Habibullah, Karas Ismail Rakip (2021) A review on change detection method and accuracy assessment for land use land cover. Remote Sens Appl Soc Environ 22:100482","journal-title":"Remote Sens Appl Soc Environ"},{"key":"884_CR5","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/j.rse.2011.11.020","volume":"118","author":"DC Duro","year":"2012","unstructured":"Duro DC, Franklin SE, Dub\u00e9 MG (2012) A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery. Remote Sens Environ 118:259\u2013272","journal-title":"Remote Sens Environ"},{"key":"884_CR6","unstructured":"Elkotb AS, Huang S-J, Lin C-C, Doong D-J (2015) Evaluating the Efficiency of Multisensor Satellite Data Fusion Based on the Accuracy Level of Land Cover\/Use Classification. J Marine Sci Technol"},{"key":"884_CR7","unstructured":"Eshtehardi A, Ebadi H, Valadan Z, Mohammmadzadeh A (2007) Image fusion of Landsat ETM+ and SPOT satellite images using IHS, Brovey and PCA, in Conference on information extraction from SAR and optical data, with emphasis on developing countries, pp. 16\u201318"},{"key":"884_CR8","unstructured":"Feyzizadeh B, Helali H (2010) Comparison pixel-based, object-oriented methods and effective parameters in classification land cover\/land use of west province Azerbaijan"},{"key":"884_CR9","doi-asserted-by":"crossref","unstructured":"Gao, F, et al. (2022) A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation. Comput Geosci : 105219","DOI":"10.1016\/j.cageo.2022.105219"},{"key":"884_CR10","doi-asserted-by":"crossref","unstructured":"Gharbia R, El Baz AH, Hassanien AE, Tolba MF (2014) Remote sensing image fusion approach based on Brovey and wavelets transforms, in Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014, pp. 311\u2013321: Springer","DOI":"10.1007\/978-3-319-08156-4_31"},{"key":"884_CR11","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/j.compag.2016.12.006","volume":"134","author":"JK Gilbertson","year":"2017","unstructured":"Gilbertson JK, Kemp J, Van Niekerk A (2017) Effect of pan-sharpening multi-temporal Landsat 8 imagery for crop type differentiation using different classification techniques. Comput Electron Agric 134:151\u2013159","journal-title":"Comput Electron Agric"},{"key":"884_CR12","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.rse.2016.02.052","volume":"185","author":"CE Holden","year":"2016","unstructured":"Holden CE, Woodcock CE (2016) An analysis of Landsat 7 and Landsat 8 underflight data and the implications for time series investigations. Remote Sens Environ 185:16\u201336","journal-title":"Remote Sens Environ"},{"issue":"10","key":"884_CR13","doi-asserted-by":"publisher","first-page":"2309","DOI":"10.1080\/01431160600606890","volume":"28","author":"V Karathanassi","year":"2007","unstructured":"Karathanassi V, Kolokousis P, Ioannidou S (2007) A comparison study on fusion methods using evaluation indicators. Int J Remote Sens 28(10):2309\u20132341","journal-title":"Int J Remote Sens"},{"key":"884_CR14","unstructured":"Klonus S, Ehlers M (2009) Performance of evaluation methods in image fusion, in 2009 12th International Conference on Information Fusion, pp. 1409\u20131416: IEEE"},{"issue":"1","key":"884_CR15","doi-asserted-by":"publisher","DOI":"10.1117\/1.JRS.8.083616","volume":"8","author":"L Kumar","year":"2014","unstructured":"Kumar L, Sinha P, Taylor S (2014) Improving image classification in a complex wetland ecosystem through image fusion techniques. J Appl Remote Sens 8(1):083616","journal-title":"J Appl Remote Sens"},{"issue":"1","key":"884_CR16","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/j.inpa.2015.01.003","volume":"2","author":"C Lin","year":"2015","unstructured":"Lin C, Wu C-C, Tsogt K, Ouyang Y-C, Chang C-I (2015) Effects of atmospheric correction and pansharpening on LULC classification accuracy using WorldView-2 imagery. Information Processing in Agriculture 2(1):25\u201336","journal-title":"Information Processing in Agriculture"},{"issue":"16","key":"884_CR17","doi-asserted-by":"publisher","first-page":"6271","DOI":"10.1080\/01431161.2014.951742","volume":"35","author":"M Nazeer","year":"2014","unstructured":"Nazeer M, Nichol JE, Yung Y-K (2014) Evaluation of atmospheric correction models and Landsat surface reflectance product in an urban coastal environment. Int J Remote Sens 35(16):6271\u20136291","journal-title":"Int J Remote Sens"},{"issue":"4","key":"884_CR18","doi-asserted-by":"publisher","first-page":"1787","DOI":"10.1007\/s12145-021-00615-4","volume":"14","author":"V Nourani","year":"2021","unstructured":"Nourani V, G\u00f6k\u00e7eku\u015f H, Gichamo T (2021) Ensemble data-driven rainfall-runoff modeling using multi-source satellite and gauge rainfall data input fusion. Earth Sci Inf 14(4):1787\u20131808","journal-title":"Earth Sci Inf"},{"key":"884_CR19","doi-asserted-by":"publisher","first-page":"114512","DOI":"10.1016\/j.eswa.2020.114512","volume":"170","author":"Evrim Korkmaz \u00d6zay","year":"2021","unstructured":"\u00d6zay Evrim Korkmaz, Tunga Burcu (2021) A novel method for multispectral image pansharpening based on high dimensional model representation. Exp Syst Appl 170:114512","journal-title":"Exp Syst Appl"},{"issue":"1","key":"884_CR20","first-page":"84","volume":"3","author":"AM Qaid","year":"2008","unstructured":"Qaid AM, Basavarajappa H (2008) Application of optimum index factor technique to Landsat-7 data for geological mapping of north east of Hajjah, Yemen. American-Eurasian Journal of Scientific Research 3(1):84\u201391","journal-title":"American-Eurasian Journal of Scientific Research"},{"key":"884_CR21","doi-asserted-by":"publisher","first-page":"277","DOI":"10.3390\/ijgi9040277","volume":"9.4","author":"Luka Rumora","year":"2020","unstructured":"Rumora Luka, Miler Mario, Medak Damir (2020) Impact of various atmospheric corrections on sentinel-2 land cover classification accuracy using machine learning classifiers. ISPRS Int J Geo-Inf 9.4:277","journal-title":"ISPRS Int J Geo-Inf"},{"issue":"9","key":"884_CR22","doi-asserted-by":"publisher","first-page":"1250","DOI":"10.1016\/j.asr.2012.06.032","volume":"50","author":"PK Srivastava","year":"2012","unstructured":"Srivastava PK, Han D, Rico-Ramirez MA, Bray M, Islam T (2012) Selection of classification techniques for land use\/land cover change investigation. Adv Space Res 50(9):1250\u20131265","journal-title":"Adv Space Res"},{"issue":"1","key":"884_CR23","doi-asserted-by":"publisher","first-page":"403","DOI":"10.5721\/EuJRS20154823","volume":"48","author":"M Ustuner","year":"2015","unstructured":"Ustuner M, Sanli FB, Dixon B (2015) Application of support vector machines for landuse classification using high-resolution RapidEye images: a sensitivity analysis. European Journal of Remote Sensing 48(1):403\u2013422","journal-title":"European Journal of Remote Sensing"},{"issue":"B7","key":"884_CR24","first-page":"1141","volume":"37","author":"W Wenbo","year":"2008","unstructured":"Wenbo W, Jing Y, Tingjun K (2008) Study of remote sensing image fusion and its application in image classification. Int Arch Photogramm Remote Sens Spat Inf Sci 37(B7):1141\u20131146","journal-title":"Int Arch Photogramm Remote Sens Spat Inf Sci"},{"key":"884_CR25","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/j.inffus.2021.06.008","volume":"76","author":"Hao Zhang","year":"2021","unstructured":"Zhang Hao et al (2021) Image fusion meets deep learning: A survey and perspective. Inf Fus 76:323\u2013336","journal-title":"Inf Fus"}],"container-title":["Earth Science Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12145-022-00884-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12145-022-00884-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12145-022-00884-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,16]],"date-time":"2022-11-16T05:07:26Z","timestamp":1668575246000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12145-022-00884-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,28]]},"references-count":25,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["884"],"URL":"https:\/\/doi.org\/10.1007\/s12145-022-00884-7","relation":{},"ISSN":["1865-0473","1865-0481"],"issn-type":[{"value":"1865-0473","type":"print"},{"value":"1865-0481","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,28]]},"assertion":[{"value":"4 October 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 October 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 October 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this study.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}