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My_papers

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遥感语义分割

[1] Huang, W., Ding, M., Deng, F. Domain-Incremental Learning for Remote Sensing Semantic Segmentation With Multifeature Constraints in Graph Space. IEEE Transactions on Geoscience and Remote Sensing. 2024, 62, 1-15. https://doi.org/10.1109/TGRS.2024.3481875.

[2] Huang, W., Deng, F., Liu, H., Ding, M., Yao Q., Multiscale Semantic Segmentation of Remote Sensing Images Based on Edge Optimization. IEEE Transactions on Geoscience and Remote Sensing. 2025, 63, 1-13. https://doi.org/10.1109/TGRS.2025.3553524.

滑坡易发性制图

[1] Huang, W., Ding, M., Li, Z., Yu, J., Ge, D., Liu, Q., Yang, J. Landslide susceptibility mapping and dynamic response along the Sichuan-Tibet transportation corridor using deep learning algorithms. Catena. 2023, 222. https://doi.org/10.1016/j.catena.2022.106866.

[2] Huang, W., Ding, M., Li, Z., Zhuang, J., Yang, J., Li, X., Meng, L., Zhang, H., Dong, Y. An Efficient User-Friendly Integration Tool for Landslide Susceptibility Mapping Based on Support Vector Machines: SVM-LSM Toolbox. Remote Sensing. 2022, 14, 3408. https://doi.org/10.3390/rs14143408.

[3] 黄武彪,丁明涛,王栋,蒋良文,李振洪. 基于层数自适应加权卷积神经网络的川藏交通廊道沿线滑坡易发性评价. 地球科学, 2022, 47(6): 2015-2030. https://doi.org/10.3799/dqkx.2021.243. (Huang, W.B., Ding, M.T., Wang, D., Jiang, L.W., Li, Z.H. Evaluation of Landslide Susceptibility Based on Layer Adaptive Weighted Convolutional Neural Network Model along Sichuan-Tibet Traffic Corridor[J]. Earth Science, 2022, 47(6): 2015-2030.)

[4] 陈博, 李振洪, 黄武彪, 刘振江, 张成龙, 杜建涛, 宋闯, 丁明涛, 朱武, 张双成, 王建伟, 彭建兵. 2022年四川泸定Mw6.6级地震诱发地质灾害空间分布及影响因素 [J]. 地球科学与环境学报, 2022, 44(06): 971-985. https://doi.org/10.19814/j.jese.2022.10012. (Chen, B., Li, Z.H., Huang, W.B., Liu, Z.J., Zhang, C.L., Du, J.T., Song, C., Ding, M.T., Zhu, W., Zhang, S.C., Wang, J.W., Peng, J.B. Spatial Distribution and Influencing Factors of Geohazards Induced by the 2022 Mw6.6 Luding (Sichuan, China) Earthquake[J]. Journal of Earth Science and Environment, 2022, 44(6): 971-985. https://doi.org/10.19814/j.jese.2022.10012.)

[5] Jiang, H., Ding, M., Li, L., Huang, W. Global Dynamic Landslide Susceptibility Modeling Based on ResNet18: Revealing Large-Scale Landslide Hazard Evolution Trends in China. Applied Sciences. 2025, 15, 2038. https://doi.org/10.3390/app15042038.

森林火灾

[1] 黄武彪, 栾海军, 李大成. 基于时空融合技术的森林火灾遥感动态监测[J]. 自然灾害学报, 2022, 31(01): 265-76. https://doi.org/10.13577/j.jnd.2022.0125. (Huang, W.B., Luan, H.J., Li D.C., Remote sensing dynamic monitoring of forest fire based on spatiotemporal fusion technology[J]. Journal of natural disasters, 2022, 31(01): 265-76. https://doi.org/10.13577/j.jnd.2022.0125.)

滑坡识别与演变分析

[1] Yang, J., Ding, M., Huang, W., Li, Z., Zhang, Z., Wu, J., Peng, J. A Generalized Deep Learning-based Method for Rapid Co-seismic Landslide Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2024, 17, 16970-16983. https://doi.org/10.1109/JSTARS.2024.3457766.

[2] Li, Y., Ding, M., Zhang, Q., Luo, Z., Huang, W., Zhang, C., Jiang, H. Old Landslide Detection Using Optical Remote Sensing Images Based on Improved YOLOv8. Applied Sciences. 2024, 14, 1100. https://doi.org/10.3390/app14031100.

[3] 董岳, 丁明涛, 李鑫泷, 张雪松, 黄武彪, 刘振江, 李振洪. 基于光学遥感像素偏移量的金沙江流域2018年白格滑坡演变过程[J]. 地球科学与环境学报, 2022, 44(06): 1002-1015. https://doi.org/10.19814/j.jese.2022.05025. (Dong, Y., Ding, M.T., Li, X.L., Zhang, X.S., Huang, W.B., Liu, Z.J., Li, Z.H. Evolution of the 2018 Baige Landslides Revealed by Optical Remote Sensing Pixel Offsets in Jinsha River Basin, China[J]. Journal of Earth Science and Environment, 2022, 44(6): 1002-1015. https://doi.org/10.19814/j.jese.2022.05025.)

洪水监测

[1] Ta, L.; Yu, C.; Li, Z.; Hu, X.; Song, C.; Huang, W.; Zhou, M. Dynamic flood mapping by a normalized probabilistic classification method using satellite radar amplitude time series. GIScience & Remote Sensing. 2024, 61, 2380125. https://doi.org/10.1080/15481603.2024.2380125.

[2] 李振洪, 王建伟, 胡羽丰, 朱武, 付鑫, 张双成, 余琛, 王乐, 张驰, 杜建涛, 黄武彪, 吕夏合, 张成龙, 陈博, 刘旭旭, 岳雨晴. 大范围洪涝灾害影响下的交通网受损快速评估[J]. 武汉大学学报(信息科学版), 2023, 48(7): 1039-1049. https://doi.org/10.13203/j.whugis20220512. (Li, Z.H., Wang, J.W., Hu, Y.F., Zhu, W., Fu, X., Zhang, S.C., Yu, C., Wang, L., Zhang, C., Du, J.T., Huang, W.B., Lv, X.H., Zhang, C.L., Chen, B., Liu, X.X., Yue, Y.Q. Rapid Assessment of Traffic Inefficiency Under Flood Scenarios over Wide Regions[J]. Geomatics and Information Science of Wuhan University, 2023, 48(7): 1039-1049. https://doi.org/10.13203/j.whu‑gis20220512.)

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Wubiao Huang (黄武彪) (https://www.aminer.cn/profile/wubiao-huang/64bd23b2ede217000101ee83)

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