Items where NERC Author is "Zhang, Ce"

Publication - Article

Li, Huapeng; Huang, Jujian; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Ning, Xiangyu; Zhang, Shuqing; Atkinson, Peter M.. 2024 An efficient and generalisable approach for mapping paddy rice fields based on their unique spectra during the transplanting period leveraging the CIE colour space. Remote Sensing of Environment, 313, 114381. 20, pp. https://doi.org/10.1016/j.rse.2024.114381

Wang, Zhige; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Ye, Su; Lu, Rui; Shangguan, Yulin; Zhou, Tingyuan; Atkinson, Peter M.; Shi, Zhou. 2024 Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning. International Journal of Applied Earth Observation and Geoinformation, 134, 104145. 13, pp. https://doi.org/10.1016/j.jag.2024.104145

Wang, Zhige; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Shi, Kejian; Shangguan, Yulin; Hu, Bifeng; Chen, Xueyao; Wei, Danqing; Chen, Songchao; Atkinson, Peter M.; Zhang, Qiang. 2024 A full-coverage satellite-based global atmospheric CO2 dataset at 0.05° resolution from 2015 to 2021 for exploring global carbon dynamics. Earth System Science Data Discussions, essd-2024-315. 35, pp. https://doi.org/10.5194/essd-2024-315

Han, Zhu; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Gao, Lianru; Zeng, Zhiqiang; Ng, Michael K.; Zhang, Bing; Chanussot, Jocelyn. 2024 Multi-source collaborative domain generalization for cross-scene remote sensing image classification. IEEE Transactions on Geoscience and Remote Sensing. https://doi.org/10.1109/TGRS.2024.3478385

Zhu, Dongyu; Zhou, Chunxia; Zhu, Yikai; Wang, Tao; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 Monitoring of supraglacial lake distribution and full-year changes using multisource time-series satellite imagery [in special issue: Remote sensing of cryosphere and related processes] Remote Sensing, 15 (24), 5726. 16, pp. https://doi.org/10.3390/rs15245726

Han, Zhu; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Gao, Lianru; Zeng, Zhiqiang; Zhang, Bing; Atkinson, Peter M.. 2023 Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 206. 293-310. https://doi.org/10.1016/j.isprsjprs.2023.11.016

Chen, Chunpeng; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Tian, Bo; Wu, Wenting; Zhou, Yunxuan. 2023 Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning. ISPRS Journal of Photogrammetry and Remote Sensing, 205. 1-16. https://doi.org/10.1016/j.isprsjprs.2023.09.022

Cheng, Yong; Wang, Wei; Ren, Zhoupeng; Zhao, Yingfen; Liao, Yilan; Ge, Yong; Wang, Jun; He, Jiaxin; Gu, Yakang; Wang, Yixuan; Zhang, Wenjie; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 Multi-scale Feature Fusion and Transformer Network for urban green space segmentation from high-resolution remote sensing images. International Journal of Applied Earth Observation and Geoinformation, 124, 103514. 11, pp. https://doi.org/10.1016/j.jag.2023.103514

Chen, Hui; Li, Huapeng; Liu, Zhao; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Zhang, Shuqing; Atkinson, Peter M.. 2023 A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images. Remote Sensing of Environment, 295, 113679. 16, pp. https://doi.org/10.1016/j.rse.2023.113679

Zhang, Xinzheng; Hu, Dong; Li, Sheng; Luo, Yuqing; Li, Jinlin; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 Aircraft detection from low SCNR SAR imagery using coherent scattering enhancement and fused attention pyramid [in special issue: Recent progress on remote sensing change detection and application driven by AI] Remote Sensing, 15 (18), 4480. 20, pp. https://doi.org/10.3390/rs15184480

Tziokas, Nikolaos; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Drolias, Garyfallos C.; Atkinson, Peter M.. 2023 Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model. International Journal of Applied Earth Observation and Geoinformation, 122, 103395. 14, pp. https://doi.org/10.1016/j.jag.2023.103395

Zheng, Hao; Hu, Zhigang; Yang, Liu; Xu, Aikun; Zheng, Meiguang; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Li, Keqin. 2023 Multifeature collaborative fusion network with deep supervision for SAR ship classification. IEEE Transactions on Geoscience and Remote Sensing, 61, 5212614. 1-14. https://doi.org/10.1109/tgrs.2023.3297648

Zhang, Qiyuan; Zheng, Shunyi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Wang, Xiqi; Li, Rui. 2023 Efficient large-scale oblique image matching based on cascade hashing and match data scheduling. Pattern Recognition, 138, 109442. 13, pp. https://doi.org/10.1016/j.patcog.2023.109442

Chen, Chunpeng; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Tian, Bo; Wu, Wenting; Zhou, Yunxuan. 2023 Tide2Topo: a new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images. ISPRS Journal of Photogrammetry and Remote Sensing, 200. 55-72. https://doi.org/10.1016/j.isprsjprs.2023.05.004

Chen, Chunpeng; Tian, Bo; Wu, Wenting; Duan, Yuanqiang; Zhou, Yunxuan; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 UAV photogrammetry in intertidal mudflats: accuracy, efficiency, and potential for integration with satellite imagery [in special issue: Earth observation of study on coastal geomorphic evolution] Remote Sensing, 15 (7), 1814. 19, pp. https://doi.org/10.3390/rs15071814

Wu, Zijing; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Gu, Xiaowei; Duporge, Isla; Hughey, Lacey F.; Stabach, Jared A.; Skidmore, Andrew K.; Hopcraft, J. Grant C.; Lee, Stephen J.; Atkinson, Peter M.; McCauley, Douglas J.; Lamprey, Richard; Ngene, Shadrack; Wang, Tiejun. 2023 Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape. Nature Communications, 14 (1), 3072. 15, pp. https://doi.org/10.1038/s41467-023-38901-y

Ojoatre, Sadadi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Yesuf, Gabriel; Rufino, Mariana C.. 2023 Mapping deforestation and recovery of tropical montane forests of East Africa. Frontiers in Environmental Science, 11, 1084764. 17, pp. https://doi.org/10.3389/fenvs.2023.1084764

Wang, Yanheng; Sha, Jianjun; Gao, Lianru; Zhang, Yonggang; Rong, Xianhui; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2023 A semi-supervised domain alignment transformer for hyperspectral images change detection. IEEE Transactions on Geoscience and Remote Sensing, 61, 5525411. 1-11. https://doi.org/10.1109/TGRS.2023.3317919

Wang, Zhige; Hu, Bifeng; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Atkinson, Peter M.; Wang, Zifa; Xu, Kang; Chang, Jinfeng; Fang, Xuekun; Jiang, Yefeng; Shi, Zhou. 2022 How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020. Environment International, 169, 107510. 13, pp. https://doi.org/10.1016/j.envint.2022.107510

Su, Hang; Zhang, Xinzheng; Luo, Yuqing; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Zhou, Xichuan; Atkinson, Peter M.. 2022 Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 193. 137-149. https://doi.org/10.1016/j.isprsjprs.2022.09.006

Wang, Ziming; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Atkinson, Peter M.. 2022 Combining SAR images with land cover products for rapid urban flood mapping. Frontiers in Environmental Science, 10, 973192. 12, pp. https://doi.org/10.3389/fenvs.2022.973192

Meng, Xiaoliang; Yang, Yuechi; Wang, Libo; Wang, Teng; Li, Rui; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2022 Class-guided swin transformer for semantic segmentation of remote sensing imagery. IEEE Geoscience and Remote Sensing Letters, 19, 6517505. 5, pp. https://doi.org/10.1109/LGRS.2022.3215200

Wang, Libo; Li, Rui; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Fang, Shenghui; Duan, Chenxi; Meng, Xiaoliang; Atkinson, Peter M.. 2022 UNetFormer: a UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 190. 196-214. https://doi.org/10.1016/j.isprsjprs.2022.06.008

Guo, Rui; Zhu, Xiufang; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Cheng, Changxiu. 2022 Analysis of change in maize plantation distribution and its driving factors in Heilongjiang Province, China [in special issue: Monitoring climate impacts on agriculture using remote sensing techniques] Remote Sensing, 14 (15), 3590. 18, pp. https://doi.org/10.3390/rs14153590

Gu, Xiaowei; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Shen, Qiang; Han, Jungong; Angelov, Plamen P.; Atkinson, Peter M.. 2022 A self-training hierarchical prototype-based ensemble framework for remote sensing scene classification. Information Fusion, 80. 179-204. https://doi.org/10.1016/j.inffus.2021.11.014

Li, Rui; Wang, Libo; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Duan, Chenxi; Zheng, Shunyi. 2022 A2-FPN for semantic segmentation of fine-resolution remotely sensed images. International Journal of Remote Sensing, 43 (3). 1131-1155. https://doi.org/10.1080/01431161.2022.2030071

John, David; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2022 An attention-based U-Net for detecting deforestation within satellite sensor imagery. International Journal of Applied Earth Observation and Geoinformation, 107, 102685. 9, pp. https://doi.org/10.1016/j.jag.2022.102685

Corr, Diarmuid; Leeson, Amber; McMillan, Malcolm; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Barnes, Thomas. 2022 An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet. Earth System Science Data, 14 (1). 209-228. https://doi.org/10.5194/essd-14-209-2022

Diao, Qi; Dai, Yaping; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Wu, Yan; Feng, Xiaoxue; Pan, Feng. 2022 Superpixel-based attention graph neural network for semantic segmentation in aerial images [in special issue: Advances in object-based image analysis - linked with computer vision and machine learning] Remote Sensing, 14 (2), 305. 17, pp. https://doi.org/10.3390/rs14020305

Li, Erzhu; Samat, Alim; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Du, Peijun; Liu, Wei. 2022 First and second-order information fusion networks for remote sensing scene classification. IEEE Geoscience and Remote Sensing Letters, 19, 8014405. 5, pp. https://doi.org/10.1109/LGRS.2021.3090045

Li, Rui; Zheng, Shunyi; Duan, Chenxi; Wang, Libo; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2022 Land cover classification from remote sensing images based on multi-scale fully convolutional network. Geo-spatial Information Science, 25 (2). 278-294. https://doi.org/10.1080/10095020.2021.2017237

Li, Rui; Duan, Chenxi; Zheng, Shunyi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Atkinson, Peter M.. 2022 MACU-Net for semantic segmentation of fine-resolution remotely sensed images. IEEE Geoscience and Remote Sensing Letters, 19, 8007205. 5, pp. https://doi.org/10.1109/LGRS.2021.3052886

Li, Rui; Zheng, Shunyi; Duan, Chenxi; Su, Jianlin; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2022 Multi-stage attention ResU-Net for semantic segmentation of fine-resolution remote sensing images. IEEE Geoscience and Remote Sensing Letters, 19, 8009205. 5, pp. https://doi.org/10.1109/LGRS.2021.3063381

Li, Rui; Zheng, Shunyi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Duan, Chenxi; Su, Jianlin; Wang, Libo; Atkinson, Peter M.. 2022 Multiattention network for semantic segmentation of fine-resolution remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 60, 5607713. 13, pp. https://doi.org/10.1109/TGRS.2021.3093977

Zhang, Zhaonian; Jiang, Richard; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Williams, Bryan; Jiang, Ziping; Li, Chang-Tsun; Chazot, Paul; Pavese, Nicola; Bouridane, Ahmed; Beghdadi, Azeddine. 2022 Robust brain age estimation based on sMRI via nonlinear age-adaptive ensemble learning. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30. 2146-2156. https://doi.org/10.1109/TNSRE.2022.3190467

Wang, Libo; Li, Rui; Duan, Chenxi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Meng, Xiaoliang; Fang, Shenghui. 2022 A novel transformer based semantic segmentation scheme for fine-resolution remote sensing images. IEEE Geoscience and Remote Sensing Letters, 19, 6506105. 5, pp. https://doi.org/10.1109/LGRS.2022.3143368

Wang, Libo; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Li, Rui; Duan, Chenxi; Meng, Xiaoliang; Atkinson, Peter M.. 2021 Scale-aware neural network for semantic segmentation of multi-resolution remote sensing images. Remote Sensing, 13 (24), 5015. 19, pp. https://doi.org/10.3390/rs13245015

Li, Rui; Zheng, Shunyi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Duan, Chenxi; Wang, Libo; Atkinson, Peter M.. 2021 ABCNet: attentive bilateral contextual network for efficient semantic segmentation of fine-resolution remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 181. 84-98. https://doi.org/10.1016/j.isprsjprs.2021.09.005

An, Ru; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Sun, Mengqiu; Wang, Huilin; Shen, Xiaoji; Wang, Benlin; Xing, Fei; Huang, Xianglin; Fan, Mengyao. 2021 Monitoring grassland degradation and restoration using a novel climate use efficiency (NCUE) index in the Tibetan Plateau, China. Ecological Indicators, 131, 108208. 14, pp. https://doi.org/10.1016/j.ecolind.2021.108208

Pan, Xin; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Xu, Jun; Zhao, Jian. 2021 Simplified object-based deep neural network for very high resolution remote sensing image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 181. 218-237. https://doi.org/10.1016/j.isprsjprs.2021.09.014

Wen, Xiang; Li, Xing; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Han, Wenquan; Li, Erzhu; Liu, Wei; Zhang, Lianpeng. 2021 ME-Net: a multi-scale erosion network for crisp building edge detection from very high resolution remote sensing imagery. Remote Sensing, 13 (19), 3826. 24, pp. https://doi.org/10.3390/rs13193826

Xu, Kai; Wu, Chuanhao; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Hu, Bill X.. 2021 Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions. Journal of Hydrology, 600, 126502. 17, pp. https://doi.org/10.1016/j.jhydrol.2021.126502

Ding, Xiaohui; Li, Yong; Yang, Ji; Li, Huapeng; Liu, Lingjia; Liu, Yangxiaoyue; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584. 2021 An adaptive capsule network for hyperspectral remote sensing classification [in special issue: Advances in object-based image analysis - linked with computer vision and machine learning] Remote Sensing, 13 (13), 2445. 17, pp. https://doi.org/10.3390/rs13132445

Wen, Zhaofei; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Shao, Guofan; Wu, Shengjun; Atkinson, Peter M.. 2021 Ensembles of multiple spectral water indices for improving surface water classification. International Journal of Applied Earth Observation and Geoinformation, 96, 102278. 13, pp. https://doi.org/10.1016/j.jag.2020.102278

Zhang, Xinzheng; Su, Hang; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Gu, Xiaowei; Tan, Xiaoheng; Atkinson, Peter M.. 2021 Robust unsupervised small area change detection from SAR imagery using deep learning. ISPRS Journal of Photogrammetry and Remote Sensing, 173. 79-94. https://doi.org/10.1016/j.isprsjprs.2021.01.004

Jin, Yuwei; Xu, Wenbo; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Luo, Xin; Jia, Haitao. 2021 Boundary-aware refined network for automatic building extraction in very high-resolution urban aerial images [in special issue: Advances in object-based image analysis linked with computer vision and machine learning] Remote Sensing, 13 (4), 692. 20, pp. https://doi.org/10.3390/rs13040692

Li, Fanggang; Li, Erzhu; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Samat, Alim; Liu, Wei; Li, Chunmei; Atkinson, Peter M.. 2021 Estimating artificial impervious surface percentage in Asia by fusing multi-temporal MODIS and VIIRS nighttime light data. Remote Sensing, 13 (2), 212. 22, pp. https://doi.org/10.3390/rs13020212

Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Atkinson, Peter M.; George, Charles; Wen, Zhaofei; Diazgranados, Mauricio; Gerard, France. 2020 Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning. ISPRS Journal of Photogrammetry and Remote Sensing, 169. 280-291. https://doi.org/10.1016/j.isprsjprs.2020.09.025

Li, Huapeng; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Zhang, Shuqing; Atkinson, Peter M.. 2020 Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm. International Journal of Applied Earth Observation and Geoinformation, 87, 102032. 12, pp. https://doi.org/10.1016/j.jag.2019.102032

Zhang, Xinzheng; Liu, Guo; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Atkinson, Peter M.; Tan, Xiaoheng; Jian, Xin; Zhou, Xichuan; Li, Yongming. 2020 Two-phase object-based deep learning for multi-temporal SAR image change detection [in special issue: Image processing and analysis: trends in registration, data fusion, 3D reconstruction and change detection] Remote Sensing, 12 (3), 548. 22, pp. https://doi.org/10.3390/rs12030548

Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Harrison, Paula A. ORCID: https://orcid.org/0000-0002-9873-3338; Pan, Xin; Li, Huapeng; Sargent, Isabel; Atkinson, Peter M.. 2020 Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification. Remote Sensing of Environment, 237, 111593. 16, pp. https://doi.org/10.1016/j.rse.2019.111593

Ojoatre, Sadadi; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Hussin, Yousif A.; Kloosterman, Henk E.; Ismail, Mohd Hasmadi. 2019 Assessing the uncertainty of tree height and aboveground biomass from terrestrial laser scanner and hypsometer using airborne LiDAR data in tropical rainforests. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12 (10). 4149-4159. https://doi.org/10.1109/JSTARS.2019.2944779

Li, Huapeng; Zhang, Ce ORCID: https://orcid.org/0000-0001-5100-3584; Zhang, Shuqing; Atkinson, Peter M.. 2019 A hybrid OSVM-OCNN method for crop classification from fine spatial resolution remotely sensed imagery [in special issue: Novel approaches for mapping and monitoring of vegetation properties from Earth observation (EO) data in an agricultural context] Remote Sensing, 11 (20), 2370. 20, pp. https://doi.org/10.3390/rs11202370