Ce Zhang

2025

Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia

Kanja, K., Zhang, C. & Atkinson, P. M., 1 May 2025, In: International Journal of Applied Earth Observation and Geoinformation. 139, p. 1-14 14 p., 104494.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection

Wang, J., Yan, L., Yang, J., Xie, H., Yuan, Q., Wei, P., Gao, Z., Zhang, C. & Atkinson, P. M., 3 Mar 2025, In: IEEE Transactions on Image Processing. 34, p. 1485 - 1500 16 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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32 Downloads (Pure)

2024

A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments

He, J., Cheng, Y., Wang, W., Ren, Z., Zhang, C. & Zhang, W., 20 Feb 2024, In: Remote Sensing. 16, 5, 16 p., 740.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

3 Citations (Scopus)

An efficient and generalisable approach for mapping paddy rice fields based on their unique spectra during the transplanting period leveraging the CIE colour space

Li, H., Huang, J., Zhang, C., Ning, X., Zhang, S. & Atkinson, P. M., 1 Nov 2024, In: Remote Sensing of Environment. 313, p. 1-20 20 p., 114381.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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4 Citations (Scopus)

60 Downloads (Pure)

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa

Yang, L., Luo, P., Zhang, Z., Song, Y., Ren, K., Zhang, C., Awange, J., Atkinson, P. M. & Meng, L., 2 Aug 2024, In: International Journal of Applied Earth Observation and Geoinformation. 132, 13 p., 104068.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

1 Citation (Scopus)

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

Tziokas, N., Zhang, C., Tziokas, A., Wang, Q. & Atkinson, P., 16 Jul 2024, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 13678-13693 16 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review

Wang, S., Hu, T., Huang, X., Li, Y., Zhang, C., Ning, H., Zhu, R., Li, Z. & Ye, X., 20 May 2024, In: International Journal of Digital Earth. 17, 1, 21 p., 2353122.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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21 Citations (Scopus)

172 Downloads (Pure)

Multi-Source Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification

Han, Z., Zhang, C., Gao, L., Zeng, Z., Ng, M. K., Zhang, B. & Chanussot, J., 11 Oct 2024, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 62, 5535815.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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7 Citations (Scopus)

94 Downloads (Pure)

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 Apr 2024, In: Remote Sensing. 16, 8, 31 p., 1444.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

5 Citations (Scopus)

People, places and a pandemic: critical quantitative geography and the spatial variable

Harris , R. J., Robinson, C., Wolf, L. J., Manley, D. J., Tranos, E., Day, J., Fox, S., Hayes, D. A., Shi, Q., Timmerman, R. M., Zhang, C., Zhu, R. & The Quantitative Spatial Sciences Research Group, 2024, (Submitted) Geography and A Geographer: Essays In Memory of Ron Johnston. LSE Press

Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

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

Diao, Q., Dai, Y., Wang, J., Feng, X., Pan, F. & Zhang, C., 7 Mar 2024, In: Remote Sensing. 16, 6, 19 p., 937.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

2 Citations (Scopus)

TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for Improved Crop Classification from Multitemporal Fine-Resolution Remotely Sensed Images

Li, J., Tang, X., Lu, J., Fu, H., Zhang, M., Huang, J., Zhang, C. & Li, H., 20 Dec 2024, In: Remote Sensing. 16, 24, 18 p., 4755.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

Tracking hourly PM_2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Wang, Z., Zhang, C., Ye, S., Lu, R., Shangguan, Y., Zhou, T., Atkinson, P. M. & Shi, Z., 1 Nov 2024, In: International Journal of Applied Earth Observation and Geoinformation. 134, p. 1-13 13 p., 104145.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

2023

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 Sept 2023, In: Remote Sensing. 15, 18, 4480.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

7 Citations (Scopus)

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. M., 1 Sept 2023, In: Remote Sensing of Environment. 295, 113679.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

40 Citations (Scopus)

A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection

Wang, Y., Sha, J., Gao, L., Zhang, Y., Rong, X. & Zhang, C., 22 Sept 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, p. 1-11 5525411.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

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16 Citations (Scopus)

218 Downloads (Pure)

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. F., Stabach, J. A., Skidmore, A. K., Hopcraft, J. G. C., Lee, S. J., Atkinson, P. M., McCauley, D. J., Lamprey, R., Ngene, S. & Wang, T., 27 May 2023, In: Nature Communications. 14, 1, 3072.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

36 Citations (Scopus)

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

Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 1 Aug 2023, In: International Journal of Applied Earth Observation and Geoinformation. 122, 103395.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

14 Citations (Scopus)

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 Jun 2023, In: Pattern Recognition. 138, 109442.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

4 Citations (Scopus)

Mapping deforestation and recovery of tropical montane forests of East Africa

Ojoatre, S., Zhang, C., Yesuf, G. & Rufino, M. C., 24 Jul 2023, In: Frontiers in Environmental Science. 11, 1084764.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

5 Citations (Scopus)

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., 1 Nov 2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 205, p. 1-16 16 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

13 Citations (Scopus)

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 Dec 2023, In: Remote Sensing. 15, 24, 16 p., 5726.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

2 Citations (Scopus)

Multifeature Collaborative Fusion Network with Deep Supervision for SAR Ship Classification

Zheng, H., Hu, Z., Yang, L., Xu, A., Zheng, M., Zhang, C. & Li, K., 21 Jul 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 14 p., 5212614.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

17 Citations (Scopus)

Multi-scale Feature Fusion and Transformer Network for urban green space segmentation from high-resolution remote sensing images

Cheng, Y., Wang, W., Ren, Z., Zhao, Y., Liao, Y., Ge, Y., Wang, J., He, J., Gu, Y., Wang, Y., Zhang, W. & Zhang, C., 1 Nov 2023, In: International Journal of Applied Earth Observation and Geoinformation. 124, 103514.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

28 Citations (Scopus)

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., 1 Dec 2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

27 Citations (Scopus)

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 Jun 2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 200, p. 55-72 18 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

23 Citations (Scopus)

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 Mar 2023, In: Remote Sensing. 15, 7, 1814.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

17 Citations (Scopus)

2022

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

Li, R., Wang, L., Zhang, C., Duan, C. & Zheng, S., 28 Feb 2022, In: International Journal of Remote Sensing. 43, 3, p. 1131-1155 25 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

117 Citations (Scopus)

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 Sept 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 › Article (Academic Journal) › peer-review

Open Access

5 Citations (Scopus)

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

Guo, R., Zhu, X., Zhang, C. & Cheng, C., 27 Jul 2022, In: Remote Sensing. 14, 15, 3590.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

12 Citations (Scopus)

An attention-based U-Net for detecting deforestation within satellite sensor imagery

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

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

93 Citations (Scopus)

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

Corr, D., Leeson, A., Mcmillan, M., Zhang, C. & Barnes, T., 24 Jan 2022, In: Earth System Science Data. 14, 1, p. 209-228 20 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

26 Citations (Scopus)

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., 14 Jan 2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 5 p., 6506105.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

270 Citations (Scopus)

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 Sept 2022, p. 7767-7770. 4 p.

Research output: Contribution to conference › Conference Paper › peer-review

4 Citations (Scopus)

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

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

Research output: Contribution to journal › Article (Academic Journal) › peer-review

23 Citations (Scopus)

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

Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 1 May 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

15 Citations (Scopus)

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

Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17 Oct 2022, In: IEEE Geoscience and Remote Sensing Letters. 19, p. 1-5 5 p., 6517505.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

61 Citations (Scopus)

Combining SAR images with land cover products for rapid urban flood mapping

Wang, Z., Zhang, C. & Atkinson, P. M., 20 Oct 2022, In: Frontiers in Environmental Science. 10, 973192.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

6 Citations (Scopus)

How the Air Clean Plan and carbon mitigation measures co-benefited China in PM_2.5 reduction and health from 2014 to 2020

Wang, Z., Hu, B., Zhang, C., Atkinson, P. M., Wang, Z., Xu, K., Chang, J., Fang, X., Jiang, Y. & Shi, Z., 30 Nov 2022, In: Environment International. 169, 107510.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

46 Citations (Scopus)

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 Jul 2022, In: Geo-Spatial Information Science. 25, 2, p. 278-294 17 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

115 Citations (Scopus)

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 Jun 2022, In: Geomorphology. 407, 108235.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

21 Citations (Scopus)

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 Sept 2022.

Research output: Contribution to conference › Conference Abstract › peer-review

Open Access

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. M., 1 Nov 2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 193, p. 137-149 13 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

15 Citations (Scopus)

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., Pavese, N., Bouridane, A. & Beghdadi, A., 31 Aug 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, p. 2146-2156 11 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

12 Citations (Scopus)

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

Chen, C., Zhang, C., Tian, B. & Zhou, Y., 17 May 2022, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 5, 3, p. 375-381 7 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

3 Citations (Scopus)

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 Jan 2022, In: Remote Sensing. 14, 2, 305.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

24 Citations (Scopus)

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 Oct 2022, In: Crop Journal. 10, 5, p. 1507-1516 10 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

27 Citations (Scopus)

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. M., Aug 2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

630 Citations (Scopus)

2021

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. M., 30 Nov 2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

239 Citations (Scopus)

An adaptive capsule network for hyperspectral remote sensing classification

Ding, X., Li, Y., Yang, J., Li, H., Liu, L., Liu, Y. & Zhang, C., 23 Jun 2021, In: Remote Sensing. 13, 13, 2445.

Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access

18 Citations (Scopus)

Dr Ce Zhang

Research output

Search results