2023
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![]() | Daixin, Zhao; Konrad, Heidler; Milad, Asgarimehr; Caroline, Arnold; Tianqi, Xiao; Jens, Wickert; Xiang, Zhu Xiao; Lichao, Mou DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation Journal Article Remote Sensing of Environment, 294 , pp. 113629, 2023, ISSN: 0034-4257. Links | BibTeX | Tags: Deep learning, GNSS reflectometry, Ocean wind speed, Transformer networks @article{RN264,
title = {DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation},
author = {Zhao Daixin and Heidler Konrad and Asgarimehr Milad and Arnold Caroline and Xiao Tianqi and Wickert Jens and Zhu Xiao Xiang and Mou Lichao},
url = {https://www.sciencedirect.com/science/article/pii/S0034425723001803},
doi = {https://doi.org/10.1016/j.rse.2023.113629},
issn = {0034-4257},
year = {2023},
date = {2023-01-01},
journal = {Remote Sensing of Environment},
volume = {294},
pages = {113629},
keywords = {Deep learning, GNSS reflectometry, Ocean wind speed, Transformer networks},
pubstate = {published},
tppubtype = {article}
}
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![]() | Runmin, Dong; Lixian, Zhang; Weijia, Li; Shuai, Yuan; Lin, Gan; Juepeng, Zheng; Haohuan, Fu; Lichao, Mou; Xiang, Zhu Xiao An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals Journal Article International Journal of Applied Earth Observation and Geoinformation, 121 , pp. 103381, 2023, ISSN: 1569-8432. Links | BibTeX | Tags: Deep learning, High-resolution remote sensing, Multi-source image, Spatial resolution, Super-resolution @article{RN281,
title = {An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals},
author = {Dong Runmin and Zhang Lixian and Li Weijia and Yuan Shuai and Gan Lin and Zheng Juepeng and Fu Haohuan and Mou Lichao and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S1569843223002054},
doi = {https://doi.org/10.1016/j.jag.2023.103381},
issn = {1569-8432},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Applied Earth Observation and Geoinformation},
volume = {121},
pages = {103381},
keywords = {Deep learning, High-resolution remote sensing, Multi-source image, Spatial resolution, Super-resolution},
pubstate = {published},
tppubtype = {article}
}
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![]() | Shanyu, Zhou; Lichao, Mou; Yuansheng, Hua; Lixian, Zhang; Hermann, Kaufmann; Xiang, Zhu Xiao Can we use deep learning models to identify the functionality of plastics from space? Journal Article International Journal of Applied Earth Observation and Geoinformation, 123 , pp. 103491, 2023, ISSN: 1569-8432. Links | BibTeX | Tags: Deep learning, Environmental management, Plastic detection, Plastic functionality, Sentinel-2 @article{RN282,
title = {Can we use deep learning models to identify the functionality of plastics from space?},
author = {Zhou Shanyu and Mou Lichao and Hua Yuansheng and Zhang Lixian and Kaufmann Hermann and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S1569843223003151},
doi = {https://doi.org/10.1016/j.jag.2023.103491},
issn = {1569-8432},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Applied Earth Observation and Geoinformation},
volume = {123},
pages = {103491},
keywords = {Deep learning, Environmental management, Plastic detection, Plastic functionality, Sentinel-2},
pubstate = {published},
tppubtype = {article}
}
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![]() | Xiangyu, Zhao; Jingliang, Hu; Lichao, Mou; Zhitong, Xiong; Xiang, Zhu Xiao Cross-city Landuse classification of remote sensing images via deep transfer learning Journal Article International Journal of Applied Earth Observation and Geoinformation, 122 , pp. 103358, 2023, ISSN: 1569-8432. Links | BibTeX | Tags: Cross-city classification, Deep learning, Domain adaptation, Local climate zone classification, Sentinel-1, Sentinel-2, Transfer learning @article{RN286,
title = {Cross-city Landuse classification of remote sensing images via deep transfer learning},
author = {Zhao Xiangyu and Hu Jingliang and Mou Lichao and Xiong Zhitong and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S1569843223001826},
doi = {https://doi.org/10.1016/j.jag.2023.103358},
issn = {1569-8432},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Applied Earth Observation and Geoinformation},
volume = {122},
pages = {103358},
keywords = {Cross-city classification, Deep learning, Domain adaptation, Local climate zone classification, Sentinel-1, Sentinel-2, Transfer learning},
pubstate = {published},
tppubtype = {article}
}
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![]() | Xin-Yi, Tong; Gui-Song, Xia; Xiang, Zhu Xiao Enabling country-scale land cover mapping with meter-resolution satellite imagery Journal Article ISPRS Journal of Photogrammetry and Remote Sensing, 196 , pp. 178-196, 2023, ISSN: 0924-2716. Links | BibTeX | Tags: Classification, Dataset, Deep learning, Domain adaptation, Gaofen-1, Gaofen-2, High-spatial resolution, Land cover mapping, Megacity, PlanetScope, Sentinel-2, Transfer learning @article{RN287,
title = {Enabling country-scale land cover mapping with meter-resolution satellite imagery},
author = {Tong Xin-Yi and Xia Gui-Song and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S0924271622003264},
doi = {https://doi.org/10.1016/j.isprsjprs.2022.12.011},
issn = {0924-2716},
year = {2023},
date = {2023-01-01},
journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
volume = {196},
pages = {178-196},
keywords = {Classification, Dataset, Deep learning, Domain adaptation, Gaofen-1, Gaofen-2, High-spatial resolution, Land cover mapping, Megacity, PlanetScope, Sentinel-2, Transfer learning},
pubstate = {published},
tppubtype = {article}
}
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