A high-resolution remote sensing land use/land cover classification method based on multi-level features adaptation of segment anything model.

Yanlan Wu https://orcid.org/0000-0002-8983-3150

Hui Yang 0017 Zhipeng Jiang YaoBo Zhang Yanlan Wu Heng Luo Peng Zhang 0059 Biao Wang 0005 A high-resolution remote sensing land use/land cover classification method based on multi-level features adaptation of segment anything model. 104659 2025 141 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2025.104659 db/journals/aeog/aeog141.html#YangJZWLZW25 streams/journals/aeog

Zhenghao Jiang Biao Wang 0005 Peng Zhang 0059 Yanlan Wu Zhiyuan Ye Hui Yang 0017 Semantic enhancement and change consistency network for semantic change detection in remote sensing images. 2025 December 18 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2025.2496790 db/journals/digearth/digearth18.html#JiangWZWYY25 streams/journals/digearth

Peng Zhang 0059 Shanchuan Guo Hong Fang Pengfei Tang Cong Lin 0002 Hui Yang 0017 Biao Wang 0005 Yanlan Wu NRWI: a novel spectral index optimized for waterbody extraction from high-resolution GF-2 satellite imagery. 2025 December 18 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2025.2531846 db/journals/digearth/digearth18.html#ZhangGFTLYWW25 streams/journals/digearth

Zhenghao Jiang Biao Wang 0005 Xiao Xu YaoBo Zhang Peng Zhang 0059 Yanlan Wu Hui Yang 0017 Feature Enhancement and Feedback Network for Change Detection in Remote Sensing Images. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3536164 db/journals/lgrs/lgrs22.html#JiangWXZZWY25 streams/journals/lgrs

Hui Yang 0017 Zhiqiang Yang Yongchaung Wu Chunlin Wang Yanlan Wu Peng Zhang 0059 Biao Wang 0005 High-Resolution Remote Sensing Farmland Extraction Network Based on Dense-Feature Overlay Fusion and Information Homogeneity Enhancement. 1-5 2025 22 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2025.3539321 db/journals/lgrs/lgrs22.html#YangYWWWZW25 streams/journals/lgrs

Yuzhe Wang Yunfei Sun Peng Zhang 0059 Yanlan Wu Hui Yang 0017 A MultiScale Coordinate Attention Feature Fusion Network for Province-Scale Aquatic Vegetation Mapping From High-Resolution Remote Sensing Imagery. 1752-1765 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3507023 db/journals/staeors/staeors18.html#WangSZWY25 streams/journals/staeors

Yongchuang Wu Yingchun Wang Hui Yang 0017 Peng Zhang 0059 Yanlan Wu Biao Wang 0005 A Mutual Information Constrained Multitask Learning Method for Very High-Resolution Building Segmentation. 9230-9243 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3550940 db/journals/staeors/staeors18.html#WuWYZWW25 streams/journals/staeors

Zhihao Zhao Zihan Liu Heng Luo Hui Yang 0017 Biao Wang 0005 Yixin Jiang Yanqi Liu Yanlan Wu GF-2 Remote Sensing-Based Winter Wheat Extraction With Multitask Learning Vision Transformer. 12454-12469 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3564680 db/journals/staeors/staeors18.html#ZhaoLLYWJLW25 streams/journals/staeors

Yixin Jiang Chunlin Wang Zhaji Huang Dandan Li Biao Wang 0005 Yanlan Wu Hui Liu Zihan Liu Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model. 16750-16768 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3583918 db/journals/staeors/staeors18.html#JiangWHLWWLL25 streams/journals/staeors

Peng Zhang 0059 Shenlin Tang Heng Luo Yanlan Wu Hui Yang 0017 Biao Wang 0005 A MAE-Guided Few-Shot Semantic Segmentation Model for Bare Soil Extraction From High-Resolution Imagery. 29326-29338 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3631099 db/journals/staeors/staeors18.html#ZhangTLWYW25 streams/journals/staeors

Hong Hu 0003 Lantian Cai Ruihong Kang Yanlan Wu Chunlin Wang Efficient and Lightweight Semantic Segmentation Network for Land Cover Point Cloud With Local-Global Feature Fusion. 1-13 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3559590 db/journals/tgrs/tgrs63.html#HuCKWW25 streams/journals/tgrs

Peng Jiang 0017 Ruiyan Liu Yanfeng Huo Yanlan Wu Shirong Ye Sichen Wang Xi Mu Li Zhu Retrieving the Atmospheric Water Vapor Profile Combining FY-4A/GIIRS and Ground-Based GNSS PWV in Hong Kong Region. 1-9 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3520479 db/journals/tgrs/tgrs63.html#JiangLHWYWMZ25 streams/journals/tgrs

Hong Hu 0003 Zhangyu Sun Ruihong Kang Yanlan Wu Baoguo Wang Vegetation segmentation using oblique photogrammetry point clouds based on RSPT network. 2024 December 17 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2024.2310083 https://www.wikidata.org/entity/Q128444104 db/journals/digearth/digearth17.html#HuSKWW24 streams/journals/digearth

Wenfang Zhan Feng Luo Heng Luo Junli Li 0002 Yongchuang Wu Zhixiang Yin Yanlan Wu Penghai Wu Time-Series-Based Spatiotemporal Fusion Network for Improving Crop Type Mapping. 235 2024 January 16 Remote. Sens. 2 https://doi.org/10.3390/rs16020235 db/journals/remotesensing/remotesensing16.html#ZhanLLLWYWW24

Hui Yang 0017 Caili Zhou Xiaoyu Xing Yongchuang Wu Yanlan Wu A High-Resolution Remote Sensing Road Extraction Method Based on the Coupling of Global Spatial Features and Fourier Domain Features. 3896 2024 16 Remote. Sens. 20 https://doi.org/10.3390/rs16203896 db/journals/remotesensing/remotesensing16.html#YangZXWW24 streams/journals/remotesensing

Biao Wang 0005 Zhenghao Jiang Weichun Ma Xiao Xu Peng Zhang 0059 Yanlan Wu Hui Yang 0017 Dual-Dimension Feature Interaction for Semantic Change Detection in Remote Sensing Images. 9595-9605 2024 17 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3394571 db/journals/staeors/staeors17.html#WangJMXZWY24

Binbin Song Hui Yang 0017 Yanlan Wu Peng Zhang 0059 Biao Wang 0005 Guichao Han A Multispectral Remote Sensing Crop Segmentation Method Based on Segment Anything Model Using Multistage Adaptation Fine-Tuning. 1-18 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3411398 db/journals/tgrs/tgrs62.html#SongYWZWH24

Xi Mu Sichen Wang Peng Jiang 0017 Biao Wang 0005 Yanlan Wu Li Zhu Full-coverage spatiotemporal estimation of surface ozone over China based on a high-efficiency deep learning model. 103284 2023 April 118 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2023.103284 db/journals/aeog/aeog118.html#MuWJWWZ23

Yongchuang Wu Yanlan Wu Biao Wang 0005 Hui Yang 0017 A Remote Sensing Method for Crop Mapping Based on Multiscale Neighborhood Feature Extraction. 47 2023 January 15 Remote. Sens. 1 https://doi.org/10.3390/rs15010047 db/journals/remotesensing/remotesensing15.html#WuWWY23

Yongchuang Wu Penghai Wu Yanlan Wu Hui Yang 0017 Biao Wang 0005 Remote Sensing Crop Recognition by Coupling Phenological Features and Off-Center Bayesian Deep Learning. 674 2023 February 15 Remote. Sens. 3 https://doi.org/10.3390/rs15030674 db/journals/remotesensing/remotesensing15.html#WuWWYW23

Zuyi Zhang Biao Wang 0005 Wenwen Chen Yanlan Wu Jun Qin Peng Chen Hanlu Sun Ao He Recognition of Abnormal Individuals Based on Lightweight Deep Learning Using Aerial Images in Complex Forest Landscapes: A Case Study of Pine Wood Nematode. 1181 2023 March 15 Remote. Sens. 5 https://doi.org/10.3390/rs15051181 db/journals/remotesensing/remotesensing15.html#ZhangWCWQCSH23

Hanlu Sun Biao Wang 0005 Yanlan Wu Hui Yang 0017 Deep Learning Method Based on Spectral Characteristic Rein-Forcement for the Extraction of Winter Wheat Planting Area in Complex Agricultural Landscapes. 1301 2023 March 15 Remote. Sens. 5 https://doi.org/10.3390/rs15051301 db/journals/remotesensing/remotesensing15.html#SunWWY23

Biao Wang 0005 Ao He Chunlin Wang Xiao Xu Hui Yang 0017 Yanlan Wu A Heterogeneity-Enhancement and Homogeneity-Restraint Network (HEHRNet) for Change Detection from Very High-Resolution Remote Sensing Imagery. 5425 2023 November 15 Remote. Sens. 22 https://doi.org/10.3390/rs15225425 db/journals/remotesensing/remotesensing15.html#WangHWXYW23

Zhixiang Yin Yanlan Wu Penghai Wu Zhen Hao Feng Ling 0003 Super-Resolution Mapping With a Fraction Error Eliminating CNN Model. 1-18 2023 61 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2023.3331904 db/journals/tgrs/tgrs61.html#YinWWHL23

Xuedong Yao Yandong Wang Yanlan Wu Guoxiong He Shuchang Luo MLP-Based Efficient Convolutional Neural Network for Lane Detection. 12602-12614 2023 October 72 IEEE Trans. Veh. Technol. 10 https://doi.org/10.1109/TVT.2023.3275571 db/journals/tvt/tvt72.html#YaoWWHL23

Jianhua Ni Jie Chen Yanlan Wu Zihao Chen Ming Liang Method to Determine the Centroid of Non-Homogeneous Polygons Based on Suspension Theory. 233 2022 11 ISPRS Int. J. Geo Inf. 4 https://doi.org/10.3390/ijgi11040233 db/journals/ijgi/ijgi11.html#NiCWCL22

Jiaqiu Ai Gang Wang Gaowei Fan Feifan Wang Lu Jia Yanlan Wu Enbing Hou A Trilateral Filter for Video SAR Speckle Noise Reduction. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2022.3174834 db/journals/lgrs/lgrs19.html#AiWFWJWH22

Jingzheng Zhao Liyuan Wang Hui Yang 0017 Penghai Wu Biao Wang 0005 Chengrong Pan Yanlan Wu A Land Cover Classification Method for High-Resolution Remote Sensing Images Based on NDVI Deep Learning Fusion Network. 5455 2022 14 Remote. Sens. 21 https://doi.org/10.3390/rs14215455 db/journals/remotesensing/remotesensing14.html#ZhaoWYWWPW22

Yuting He Penghai Wu Xiaoshuang Ma Jie Wang 0060 Yanlan Wu Physical-Based Spatial-Spectral Deep Fusion Network for Chlorophyll-a Estimation Using MODIS and Sentinel-2 MSI Data. 5828 2022 14 Remote. Sens. 22 https://doi.org/10.3390/rs14225828 db/journals/remotesensing/remotesensing14.html#HeWMWW22

Jiaqiu Ai Feifan Wang Yuxiang Mao Qiwu Luo Baidong Yao He Yan Mengdao Xing Yanlan Wu A Fine PolSAR Terrain Classification Algorithm Using the Texture Feature Fusion-Based Improved Convolutional Autoencoder. 1-14 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3131986 db/journals/tgrs/tgrs60.html#AiWMLYYXW22

Jun Qin Biao Wang 0005 Yanlan Wu Qi Lu Haochen Zhu Identifying Pine Wood Nematode Disease Using UAV Images and Deep Learning Algorithms. 162 2021 13 Remote. Sens. 2 https://doi.org/10.3390/rs13020162 db/journals/remotesensing/remotesensing13.html#QinWWLZ21

Junkang Xue Hao Xu Hui Yang 0017 Biao Wang 0005 Penghai Wu Jaewan Choi Lixiao Cai Yanlan Wu Multi-Feature Enhanced Building Change Detection Based on Semantic Information Guidance. 4171 2021 13 Remote. Sens. 20 https://doi.org/10.3390/rs13204171 db/journals/remotesensing/remotesensing13.html#XueXYWWCCW21

Xingdi Chen Peng Kong Peng Jiang 0017 Yanlan Wu Estimation of PM2.5 Concentration Using Deep Bayesian Model Considering Spatial Multiscale. 4545 2021 13 Remote. Sens. 22 https://doi.org/10.3390/rs13224545 db/journals/remotesensing/remotesensing13.html#ChenKJW21

Qiangqiang Wu Feng Luo Penghai Wu Biao Wang 0005 Hui Yang 0017 Yanlan Wu Automatic Road Extraction from High-Resolution Remote Sensing Images Using a Method Based on Densely Connected Spatial Feature-Enhanced Pyramid. 3-17 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2020.3042816 db/journals/staeors/staeors14.html#WuLWWYW21

Mengya Li Penghai Wu Biao Wang 0005 Honglyun Park Hui Yang 0017 Yanlan Wu A Deep Learning Method of Water Body Extraction From High Resolution Remote Sensing Images With Multisensors. 3120-3132 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2021.3060769 db/journals/staeors/staeors14.html#LiWWPYW21

Xuedong Yao Yandong Wang Yanlan Wu Zeyu Liang Weakly-Supervised Domain Adaptation With Adversarial Entropy for Building Segmentation in Cross-Domain Aerial Imagery. 8407-8418 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2021.3105421 db/journals/staeors/staeors14.html#YaoWWL21

Penghai Wu Wenfang Zhan Nuo Cheng Hui Yang 0017 Yanlan Wu A Framework to Calculate Annual Landscape Ecological Risk Index Based on Land Use/Land Cover Changes: A Case Study on Shengjin Lake Wetland. 11926-11935 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2021.3129183 db/journals/staeors/staeors14.html#WuZCYW21

Weibao Xue Hui Yang 0017 Yanlan Wu Peng Kong Hao Xu Penghai Wu Xiaoshuang Ma Water Body Automated Extraction in Polarization SAR Images With Dense-Coordinate-Feature-Concatenate Network. 12073-12087 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2021.3129182 db/journals/staeors/staeors14.html#XueYWKXWM21

Zhixiang Yin Penghai Wu Giles M. Foody Yanlan Wu Zihan Liu Yun Du Feng Ling 0003 Spatiotemporal Fusion of Land Surface Temperature Based on a Convolutional Neural Network. 1808-1822 2021 59 IEEE Trans. Geosci. Remote. Sens. 2 https://doi.org/10.1109/TGRS.2020.2999943 db/journals/tgrs/tgrs59.html#YinWFWLDL21

Shuai Wang 0015 Hui Yang 0017 Qiangqiang Wu Zhiteng Zheng Yanlan Wu Junli Li 0002 An Improved Method for Road Extraction from High-Resolution Remote-Sensing Images that Enhances Boundary Information. 2064 2020 20 Sensors 7 https://doi.org/10.3390/s20072064 https://www.wikidata.org/entity/Q91775698 db/journals/sensors/sensors20.html#WangYWZWL20

Yuting Lu Penghai Wu Xiaoshuang Ma Hui Yang 0017 Yanlan Wu Monitoring Seasonal and Diurnal Surface Urban Heat Islands Variations Using Landsat-Scale Data in Hefei, China, 2000-2017. 6410-6423 2020 13 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2020.3035040 db/journals/staeors/staeors13.html#LuWMYW20

Jianhua Ni Ming Liang Yan Lin Yanlan Wu Chen Wang Multi-Mode Two-Step Floating Catchment Area (2SFCA) Method to Measure the Potential Spatial Accessibility of Healthcare Services. 236 2019 8 ISPRS Int. J. Geo Inf. 5 https://doi.org/10.3390/ijgi8050236 https://www.wikidata.org/entity/Q127815203 db/journals/ijgi/ijgi8.html#NiLLWW19

Penghai Wu Zhixiang Yin Hui Yang 0017 Yanlan Wu Xiaoshuang Ma Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on a Multiscale Feature Connected Convolutional Neural Network. 300 2019 11 Remote. Sens. 3 https://doi.org/10.3390/rs11030300 https://www.wikidata.org/entity/Q128459333 db/journals/remotesensing/remotesensing11.html#WuYYWM19

Xuedong Yao Hui Yang 0017 Yanlan Wu Penghai Wu Biao Wang 0005 Xinxin Zhou Shuai Wang 0015 Land Use Classification of the Deep Convolutional Neural Network Method Reducing the Loss of Spatial Features. 2792 2019 19 Sensors 12 https://doi.org/10.3390/s19122792 https://www.wikidata.org/entity/Q92989744 db/journals/sensors/sensors19.html#YaoYWWWZW19

Yan Gao Zeyu Liang Biao Wang 0005 Yanlan Wu Penghai Wu Wetland Change Detection Using Cross-Fused-Based and Normalized Difference Index Analysis on Multitemporal Landsat 8 OLI. 8130470:1-8130470:8 2018 2018 J. Sensors https://doi.org/10.1155/2018/8130470 db/journals/js/js2018.html#GaoLWWW18

Hui Yang 0017 Penghai Wu Xuedong Yao Yanlan Wu Biao Wang 0005 Yongyang Xu Building Extraction in Very High Resolution Imagery by Dense-Attention Networks. 1768 2018 10 Remote. Sens. 11 https://doi.org/10.3390/rs10111768 https://www.wikidata.org/entity/Q128963259 db/journals/remotesensing/remotesensing10.html#YangWYWWX18

Xiaoshuang Ma Penghai Wu Yanlan Wu Huanfeng Shen A Review on Recent Developments in Fully Polarimetric SAR Image Despeckling. 743-758 2018 11 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3 https://doi.org/10.1109/JSTARS.2017.2768059 db/journals/staeors/staeors11.html#MaWWS18

Zihan Liu Penghai Wu Sibo Duan Wenfeng Zhan Xiaoshuang Ma Yanlan Wu Spatiotemporal Reconstruction of Land Surface Temperature Derived From FengYun Geostationary Satellite Data. 4531-4543 2017 10 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 https://doi.org/10.1109/JSTARS.2017.2716376 db/journals/staeors/staeors10.html#LiuWDZMW17

Penghai Wu Ning Cai Qi Chen Changsheng Jiang Yanlan Wu Junli Li 0002 Water area annual variations of nine plateau lakes in Yunnan province, China: A brief spatiotemporal analysis with landsat time series. 6233-6236 2016 IGARSS https://doi.org/10.1109/IGARSS.2016.7730628 conf/igarss/2016 db/conf/igarss/igarss2016.html#WuCCJWL16

Wei Guo 0021 Dengsheng Lu Yanlan Wu Jixian Zhang Mapping Impervious Surface Distribution with Integration of SNNP VIIRS-DNB and MODIS NDVI Data. 12459-12477 2015 7 Remote. Sens. 9 https://doi.org/10.3390/rs70912459 db/journals/remotesensing/remotesensing7.html#GuoLWZ15

Jiaqiu Ai Lantian Cai Lixiao Cai Ning Cai Jie Chen Peng Chen Qi Chen Wenwen Chen Xingdi Chen Zihao Chen Nuo Cheng Jaewan Choi Yun Du Sibo Duan Gaowei Fan Hong Fang Giles M. Foody Yan Gao Shanchuan Guo Wei Guo 0021 Guichao Han Zhen Hao Ao He Guoxiong He Yuting He Enbing Hou Hong Hu 0003 Zhaji Huang Yanfeng Huo Lu Jia Changsheng Jiang Peng Jiang 0017 Yixin Jiang Zhenghao Jiang Zhipeng Jiang Ruihong Kang Peng Kong Dandan Li Junli Li 0002 Mengya Li Ming Liang Zeyu Liang Cong Lin 0002 Yan Lin Feng Ling 0003 Hui Liu Ruiyan Liu Yanqi Liu Zihan Liu Dengsheng Lu Qi Lu Yuting Lu Feng Luo Heng Luo Qiwu Luo Shuchang Luo Weichun Ma Xiaoshuang Ma Yuxiang Mao Xi Mu Jianhua Ni Chengrong Pan Honglyun Park Jun Qin Huanfeng Shen Binbin Song Hanlu Sun Yunfei Sun Zhangyu Sun Pengfei Tang Shenlin Tang Baoguo Wang Biao Wang 0005 Chen Wang Chunlin Wang Feifan Wang Gang Wang Jie Wang 0060 Liyuan Wang Shuai Wang 0015 Sichen Wang Yandong Wang Yingchun Wang Yuzhe Wang Penghai Wu Qiangqiang Wu Yongchaung Wu Yongchuang Wu Mengdao Xing Xiaoyu Xing Hao Xu Xiao Xu Yongyang Xu Junkang Xue Weibao Xue He Yan Hui Yang 0017 Zhiqiang Yang Baidong Yao Xuedong Yao Shirong Ye Zhiyuan Ye Zhixiang Yin Wenfang Zhan Wenfeng Zhan Jixian Zhang Peng Zhang 0059 YaoBo Zhang Zuyi Zhang Jingzheng Zhao Zhihao Zhao Zhiteng Zheng Caili Zhou Xinxin Zhou Haochen Zhu Li Zhu