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Research

Dr Ce Zhang

Research student

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  1. 2024
  2. Forthcoming

    Downscaling satellite night-time light imagery while addressing the blooming effect

    Tziokas, N., Zhang, C., Atkinson, P., Wang, Q. & Tziokas, A., 14/07/2024, (Accepted/In press) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

    Lu, Y., Li, H., Zhang, C. & Zhang, S., 18/04/2024, In: Remote Sensing. 16, 8, 1444.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

    Diao, Q., Dai, Y., Wang, J., Feng, X., Pan, F., Zhang, C. & Melgani, F. (Editor), 7/03/2024, In: Remote Sensing. 16, 6, 937.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. 2023
  6. Published

    Multi-Feature Collaborative Fusion Network with Deep Supervision for SAR Ship Classification

    Zheng, H., Hu, Z., Yang, L., Xu, A., Zheng, M., Zhang, C. & Li, K., 31/12/2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, p. 1-14 14 p., 5212614.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

    Han, Z., Zhang, C., Gao, L., Zeng, Z., Zhang, B. & Atkinson, P. M., 31/12/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

    Zhu, D., Zhou, C., Zhu, Y., Wang, T. & Zhang, C., 14/12/2023, In: Remote Sensing. 15, 24, 5726.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 30/11/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 205, p. 1-16 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

    Chen, H., Li, H., Liu, Z., Zhang, C., Zhang, S. & Atkinson, P., 1/09/2023, In: Remote Sensing of Environment. 295, p. 1-16 16 p., 113679.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

    Tziokas, N., Zhang, C., Drolias, G. & Atkinson, P., 1/08/2023, In: International Journal of Applied Earth Observation and Geoinformation. 122, p. 1-14 14 p., 103395.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Mapping Deforestation and Recovery of Tropical Montane Forests of East Africa

    Ojoatre, S., Zhang, C., Yesuf, G. & Rufino, M., 24/07/2023, In: Frontiers in Environmental Science. 11, p. 1-17 17 p., 1084764.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Efficient large-scale oblique image matching based on cascade hashing and match data scheduling

    Zhang, Q., Zheng, S., Zhang, C., Wang, X. & Li, R., 30/06/2023, In: Pattern Recognition. 138, 13 p., 109442.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Tide2Topo: a new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 1/06/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 200, p. 55-72 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

    Wu, Z., Zhang, C., Gu, X., Duporge, I., Hughey, L., Stabach, J., Skidmore, A., Hopcraft, G., Lee, S., Atkinson, P., McCauley, D., Lamprey, R., Ngene, S. & Wang, T., 27/05/2023, In: Nature Communications. 14, 1, p. 1-15 15 p., 3072.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    UAV Photogrammetry in Intertidal Mudflats: Accuracy, Efficiency, and Potential for Integration with Satellite Imagery

    Chen, C., Tian, B., Wu, W., Duan, Y., Zhou, Y. & Zhang, C., 29/03/2023, In: Remote Sensing. 15, 7, 1814.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. 2022
  19. Published

    How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

    Wang, Z., Hu, B., Zhang, C., Atkinson, P., Wang, Z., Xu, K., Chang, J., Fang, X., Jiang, Y. & Shi, Z., 30/11/2022, In: Environment International. 169, p. 1-13 13 p., 107510.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

    Su, H., Zhang, X., Luo, Y., Zhang, C., Zhou, X. & Atkinson, P., 1/11/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 193, p. 137-149 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

    Li, H., Tian, Y., Zhang, C., Zhang, S. & Atkinson, P. M., 30/10/2022, In: Crop Journal. 10, 5, p. 1507-1516 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

    Wang, Z., Zhang, C. & Atkinson, P., 20/10/2022, In: Frontiers in Environmental Science. 10, 12 p., 973192.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

    Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17/10/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 10, 5 p., 6517505.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

    Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  25. Published

    Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

    Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 14/09/2022, In: Abstracts of the ICA. 5, p. 1-3 3 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  26. Published

    Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

    Zhang, H., Altham, C., Trovati, M., Zhang, C., Rolland, I., Lawal, L., Wegbu, D. & Ajienka, N., 5/09/2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7631-7642 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

    Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C.-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

    Wang, L., Li, R., Zhang, C., Fang, S., Duan, C., Meng, X. & Atkinson, P., 31/08/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

    Guo, R., Zhu, X., Zhang, C. & Cheng, C., 27/07/2022, In: Remote Sensing. 14, 15, p. 1-18 18 p., 3590.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    Land cover classification from remote sensing images based on multi-scale fully convolutional network

    Li, R., Zheng, S., Duan, C., Wang, L. & Zhang, C., 1/07/2022, In: Geo-spatial Information Science. 25, 2, p. 278-294 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    Mapping three-dimensional morphological characteristics of tidal salt-marsh channels using UAV structure-from-motion photogrammetry

    Chen, C., Zhang, C., Schwarz, C., Tian, B., Jiang, W., Wu, W., Garg, R., Garg, P., Aleksandr, C., Mikhail, S. & Zhou, Y., 15/06/2022, In: Geomorphology. 407, p. 1-13 13 p., 108235.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Satellite observations reveal morphological changes in Asian deltas from 1986 to 2018

    Chen, C., Zhang, C., Tian, B. & Zhou, Y., 17/05/2022, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. V-3-2022, p. 375-381 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

    Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery

    John, D. & Zhang, C., 31/03/2022, In: International Journal of Applied Earth Observation and Geoinformation. 107, 9 p., 102685.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    A2-FPN for semantic segmentation of fine-resolution remotely sensed images

    Li, R., Wang, L., Zhang, C., Duan, C. & Zheng, S., 28/02/2022, In: International Journal of Remote Sensing. 43, 3, p. 1131-1155 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    A Novel Transformer based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

    Wang, L., Li, R., Duan, C., Zhang, C., Meng, X. & Fang, S., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, p. 1-5 5 p., 6506105.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

    Li, R., Duan, C., Zheng, S., Zhang, C. & Atkinson, P., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 1, 5 p., 8007205.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Zhang, C., Duan, C., Su, J. & Atkinson, P., 31/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5607713.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

    Corr, D., Leeson, A., McMillan, M., Zhang, C. & Barnes, T., 24/01/2022, In: Earth System Science Data. 14, 1, p. 209–228 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

    Diao, Q., Dai, Y., Zhang, C., Wu, Y., Feng, X. & Pan, F., 10/01/2022, In: Remote Sensing. 14, 2, p. 1-17 17 p., 305.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    First and Second-order Information Fusion Networks for Remote Sensing Scene Classification

    Li, E., Samat, A., Zhang, C., Du, P. & Liu, W., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009406.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  43. Published

    Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Duan, C., Su, J. & Zhang, C., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009205.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. 2021
  45. Published

    Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

    Wang, L., Zhang, C., Li, R., Duan, C., Meng, X. & Atkinson, P., 10/12/2021, In: Remote Sensing. 13, 24, 19 p., 5015.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, Y., Zhang, S., Ding, X. & Atkinson, P., 30/11/2021, In: International Journal of Digital Earth. 14, 11, p. 1528-1546 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

    Li, R., Zheng, S., Zhang, C., Duan, C., Wang, L. & Atkinson, P., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    Monitoring Grassland Degradation and Restoration Using a Novel Climate Use Efficiency (NCUE) Index in the Tibetan Plateau, China

    An, R., Zhang, C., Sun, M., Wang, H., Shen, X., Wang, B., Xing, F., Huang, X. & Fan, M., 30/11/2021, In: Ecological Indicators. 131, 14 p., 108208.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    Simplified object-based deep neural network for very high resolution remote sensing image classification

    Pan, X., Zhang, C., Xu, J. & Zhao, J., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 218-237 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, S., Ding, X. & Atkinson, P., 31/10/2021, In: International Journal of Applied Earth Observation and Geoinformation. 102, 11 p., 102437.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

    Rodriguez, J., Zhang, C., Lizarazo, I. & Prieto, F., 12/10/2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, p. 2831-2834 4 p. (2021 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  52. Published

    Quantifying delta channel network changes with Landsat time-series data

    Chen, C., Tian, B., Schwarz, C., Zhang, C., Guo, L., Xu, F., Zhou, Y. & He, Q., 30/09/2021, In: Journal of Hydrology. 600, 14 p., 126688.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  53. Published

    ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

    Wen, X., Li, X., Zhang, C., Han, W., Li, E., Liu, W. & Zhang, L., 24/09/2021, In: Remote Sensing. 13, 19, p. 1-24 24 p., 3826.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  54. Published

    Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

    Xu, K., Wu, C., Zhang, C. & Hu, B., 1/09/2021, In: Journal of Hydrology. 600, p. 1-17 17 p., 126502.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  55. E-pub ahead of print

    Framework to create cloud-free remote sensing data using passenger aircraft as the platform

    Wang, C., Wang, S., Cui, H., Šebela, M., Zhang, C., Gu, X., Fang, X., Hu, Z., Tang, Q. & Wang, Y., 7/07/2021, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  56. Published

    An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

    Ding, X., Li, Y., Yang, J., Li, H., Liu, L., Liu, Y. & Zhang, C., 23/06/2021, In: Remote Sensing. 13, 13, p. 1-17 17 p., 2445.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  57. Published

    Ensembles of multiple spectral water indices for improving surface water classification

    Wen, Z., Zhang, C., Shao, G., Wu, S. & Atkinson, P., 1/04/2021, In: International Journal of Applied Earth Observation and Geoinformation. 96, 13 p., 102278.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  58. Published

    Robust unsupervised small area change detection from SAR imagery using deep learning

    Zhang, X., Su, H., Zhang, C., Gu, X., Tan, X. & Atkinson, P., 1/03/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 173, p. 79-94 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  59. Published

    BARNet: Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

    Jin, Y., Xu, W., Zhang, C., Luo, X. & Jia, H., 14/02/2021, In: Remote Sensing. 13, 4, 20 p., 692.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  60. Published

    R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation

    Wang, X., Zheng, S., Zhang, C., Li, R. & Gui, L., 28/01/2021, In: Sensors. 21, 3, p. 1-20 20 p., 888.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  61. Published

    Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

    Li, F., Li, E., Zhang, C., Samat, A., Liu, W., Li, C. & Atkinson, P., 9/01/2021, In: Remote Sensing. 13, 2, p. 1-22 22 p., 212.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  62. 2020
  63. Published

    Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

    Zhang, C., Atkinson, P., George, C., Wen, Z., Diazgranados, M. & Gerard, F., 1/11/2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 169, p. 280-291 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  64. Published

    Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

    Murray, J., Sargent, I., Holland, D., Gardiner, A., Dionysopoulou, K., Coupland, S., Hare, J., Zhang, C. & Atkinson, P., 24/08/2020, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 185–189 5 p., XLIII-B5-2020.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  65. Published

    Joint Deep Learning: A novel framework for urban land cover and land use classification

    Zhang, C., Pan, X., Li, H., Zhang, S. & Atkinson, P., 22/07/2020, p. 1-5. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  66. Published

    Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 31/05/2020, In: International Journal of Applied Earth Observation and Geoinformation. 87, 12 p., 102032.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  67. Published

    Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

    Zhang, C., Harrison, P., Pan, X., Li, H., Sargent, I. & Atkinson, P., 28/02/2020, In: Remote Sensing of Environment. 237, 16 p., 111593.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  68. Published

    Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

    Zhang, X., Liu, G., Zhang, C., Atkinson, P., Tan, X., Jian, X., Zhou, X. & Li, Y., 7/02/2020, In: Remote Sensing. 12, 3, p. 1-22 22 p., 548.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  69. Published

    Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

    Wen, Z., Yang, H., Zhang, C., Shao, G. & Wu, S., 28/01/2020, In: Remote Sensing. 12, 3, p. 1-21 21 p., 409.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  70. 2019
  71. Published

    Assessing the uncertainty of tree height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer using Airborne LiDAR data in Tropical rainforests

    Ojoatre, S., Zhang, C., Ali Hussin, Y., Kloosterman, H. & Mohd Hasmadi, I., 22/10/2019, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 10, p. 4149-4159 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  72. Published

    A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In: Remote Sensing. 11, 20, 20 p., 2370.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  73. Published

    Monitoring land cover change and disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area based on Remote Sensing time-series image from 1987 to 2018

    Bai, X., Du, P., Guo, S., Zhang, P., Lin, C., Tang, P. & Zhang, C., 3/06/2019, In: Remote Sensing. 11, 11, p. 1-31 31 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  74. Published

    Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

    Li, H., Zhang, C., Zhang, S. & Atkinson, P. M., 02/2019, In: International Journal of Applied Earth Observation and Geoinformation. 74, p. 45-56 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  75. Published

    Joint Deep Learning for land cover and land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 02/2019, In: Remote Sensing of Environment. 221, p. 173-187 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  76. 2018
  77. Published

    An object-based convolutional neural network (OCNN) for urban land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 10/2018, In: Remote Sensing of Environment. 216, p. 57-70 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  78. Published

    VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

    Zhang, C., Sargent, I., Pan, X., Gardiner, A., Hare, J. & Atkinson, P. M., 08/2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 8, p. 4507-4521 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  79. Published

    A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

    Zhang, C., Pan, X., Li, H., Gardiner, A., Sargent, I., Hare, J. & Atkinson, P. M., 06/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 140, p. 133-144 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  80. Published

    A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

    Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  81. Published

    Deep learning for land cover and land use classification

    Zhang, C., 2018, Lancaster University. 267 p.

    Research output: Thesis › Doctoral Thesis

  82. 2017
  83. Published

    A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification

    Li, H., Zhang, S., Zhang, C., Li, P. & Cropp, R., 2/12/2017, In: International Journal of Remote Sensing. 38, 23, p. 6970-6992 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  84. Published

    Estimating seasonal aboveground biomass of a riparian pioneer plant community: An exploratory analysis by canopy structural data

    Wen, Z., Ma, M., Zhang, C., Yi, X., Chen, J. & Wu, S., 12/2017, In: Ecological Indicators. 83, p. 441-450 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  85. Published

    A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

    Zhang, C., Pan, X., Zhang, S., Li, H. & Atkinson, P. M., 22/09/2017, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 1451-1454 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  86. Published

    Modelling and predicting of MODIS leaf area index time series based on a hybrid SARIMA and BP neural network method

    Jiang, C., Zhang, S., Zhang, C., Li, H. & Ding, X., 15/01/2017, In: Spectroscopy and Spectral Analysis. 37, 1, p. 189-193 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  87. 2016
  88. Published

    Novel shape indices for vector landscape pattern analysis

    Zhang, C. & Atkinson, P. M., 12/2016, In: International Journal of Geographical Information Science. 30, 12, p. 2442-2461 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  89. Published

    A novel unsupervised bee colony optimization (UBCO) method for remote sensing image classification: a case study in a heterogeneous marsh area

    Li, H., Zhang, S., Ding, X., Zhang, C. & Cropp, R., 27/10/2016, In: International Journal of Remote Sensing. 37, 24, p. 5627-5748 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  90. Published

    Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets

    Li, H., Zhang, S., Ding, X., Zhang, C. & Dale, P., 30/03/2016, In: Remote Sensing. 8, 4, p. 1-22 22 p., 295.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  91. Published

    A global perspective on drinking-water and sanitation classification: an evaluation of census content

    Yu, W., A. Wardrop, N., E. S. Bain, R., Lin, Y., Zhang, C. & A. Wright, J., 17/03/2016, In: PLoS ONE. 11, 3, p. 1-17 17 p., e0151645.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  92. 2015
  93. Published

    A novel multi-parameter support vector machine for image classification

    Zhang, C., Wang, T., Atkinson, P. M., Pan, X. & Li, H., 7/04/2015, In: International Journal of Remote Sensing. 36, 7, p. 1890-1906 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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