Ce Zhang

PhD student

Research Interests

1. Geospatial Data Mining and Modelling (Machine Learning)

2. Landscape Pattern Analysis (Vector-based and Raster-based GIS)

3. Remotely Sensed Image Analysis and their Applications

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.
Journal article

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.
Journal article

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.
Journal article

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. 2/08/2017 In: ISPRS Journal of Photogrammetry and Remote Sensing. 12 p.
Journal article

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.
Journal article

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.
Journal article

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.
Journal article

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.
Journal article

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.
Journal article

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.
Journal article