Check out my publications on Google Scholar and ResearchGate. 

Peer-reviewed articles:

Chunhua Liao*, Jinfei Wang, Bo Shan., Jiali Shang, Taifeng Dong, & Yongjun He. 2023. Near real-time detection and forecasting of within-field phenology of winter wheat and corn using Sentinel-2 time-series data. ISPRS Journal of Photogrammetry and Remote Sensing, 196, 105-119.

Chunhua Liao*, Jinfei Wang, Bo Shan, Yang Song, Yongjun He, & Taifeng Dong.  2022. Near real-time yield forecasting of winter wheat using Sentinel-2 imagery at the early stages. Precision Agriculture. https://doi.org/10.1007/s11119-022-09975-3.

 An, Gangqiang, Minfeng Xing, Binbin He, Chunhua Liao, Xiaodong Huang, Jiali Shang, and Haiqi Kang. "Using machine learning for estimating rice chlorophyll content from in situ hyperspectral data." Remote Sensing 12, no. 18 (2020): 3104. 

Xie, Qinghua, Jinfei Wang, Juan M. Lopez-Sanchez, Xing Peng, Chunhua Liao, Jiali Shang, Jianjun Zhu, Haqiang Fu, and J. David Ballester-Berman. "Crop height estimation of corn from multi-year RADARSAT-2 polarimetric observables using machine learning." Remote Sensing 13, no. 3 (2021): 392. 

Song, Yang, Jinfei Wang, Jiali Shang, and Chunhua Liao. "Using UAV-Based SOPC Derived LAI and SAFY Model for Biomass and Yield Estimation of Winter Wheat." Remote Sensing 12, no. 15 (2020): 2378. 

Chunhua Liao, Jinfei Wang, Qinghua Xie, Ayman Al Baz, Xiaodong Huang, Jiali Shang, Yongjun He. (2020). Synergistic use of multi-temporal RADARSAT-2 and VENµS data for crop classification based on 1D Convolutional Neural Network. Remote Sensing, 12(5): 832. 

Zhong Zheng, Jinfei Wang, Bo Shan, Yongjun He, Chunhua Liao, Yanghua Guo, Shiqi Yang. A new model for transfer learning-based mapping of burn severity. (2020). Remote Sensing, 12(4): 708. 

Xiaodong Huang, Chunhua Liao, Minfeng Xing, Beth Ziniti, Jinfei Wang, Jiali Shang, Jiangui Liu, Taifeng Dong, Qinghua Xie, and Nathan Torbick. (2019). A multi-temporal binary-tree classification using polarimetric RADARSAT-2 imagery. Remote Sensing of Environment, 235: 111478.

Qinghua Xie, Jinfei Wang, Chunhua Liao, Jiali Shang, Juan Manuel Lopez-Sanchez. (2019). On the use of Neumann decomposition for crop classification using multi-temporal RADARSAT-2 polarimetric SAR data. Remote Sensing, 11(7):776

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Chunhua Liao, Jinfei Wang, Taifeng Dong, Jiali Shang, Jiangui Liu, and Yang Song. (2019). Using spatio-temporal fusion of Landsat-8 and MODIS data to derive phenology, biomass and yield estimates for corn and soybean. Science of the Total Environment, 650: 1707-1721.

Chunhua Liao, Jinfei Wang, Xiaodong Huang, & Jiali Shang. (2018). Contribution of minimum noise fraction transformation of multi-temporal RADARSAT-2 polarimetric SAR data to cropland classification. Canadian Journal of Remote Sensing, 44(3):215-231.

Chunhua Liao, Jinfei Wang, Jiali Shang, Xiaodong Huang, Jiangui Liu, & Ted Huffman. (2018). Sensitivity study of RADARSAT-2 polarimetric SAR parameters to crop height and fractional vegetation cover of corn and winter wheat. International Journal of Remote Sensing, 39(5): 1475-1490.

Chunhua Liao, Jinfei Wang, Ian Pritchard, Jiangui Liu, & Jiali Shang. (2017). A spatio-temporal data fusion model for generating NDVI time series in heterogeneous regions. Remote Sensing, 9(11):1125.

Xiaodong Huang, Jinfei Wang, Jiali Shang, Chunhua Liao, & Jiangui Liu. (2017) Application of polarization signature to land cover scattering mechanism analysis and classification using multi-temporal C-band polarimetric RADARSAT-2 imagery. Remote Sensing of Environment, 193:11-28.

Xianfeng Zhang, Chunhua Liao, Jonathan Li, & Quan Sun. (2013). Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data. International Journal of Applied Earth Observation and Geoinformation, 21: 506-512.

Xianfeng Zhang, Chunhua Liao, Yu Liu, & Jonathan Li. (2013). An Iconmap-based exploratory analytical approach for multivariate geospatial data. Science China. (1): 194-203.

Chunhua Liao, Xianfeng Zhang, Quan Sun, Jiepeng Zhao, Xuyang Wang, & Huiyi Bao. (2011). Fractional vegetation cover estimation using HJ-1 spaceborne hyperspectral data. Remote Sensing Information, 65-70 (in Chinese).

Chunhua Liao, Xianfeng Zhang, & Yu Liu. (2012). Remote sensing inversion of fractional vegetation cover in arid areas using a multiple endmember spectral unmixing strategy. Chinese Journal of Applied Ecology, 3(12):3243-3249 (in Chinese).

Huiyi Bao, Xianfeng Zhang, Chunhua Liao, & Changxiong Wang. (2013). Co-inversion of snow parameters in Xinjiang based on MODIS and AMSR-E data. Journal of Natural Disasters, 4 (in Chinese).

Jiepeng Zhao, Xianfeng Zhang, Chunhua Liao, & Huiyi Bao. (2011). TVDI based soil moisture retrieval from remotely sensed data over large areas. Remote Sensing Technology and Application, 26(6):742-750 (in Chinese).

Conference Proceedings:

Chunhua Liao, Jinfei Wang, Bo Shan. (2019). Corn Biomass Estimation Using Sentinel-2 and VENµS Data Based on A Simple Light Use Efficiency Method. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 7294 – 7297.

Chunhua Liao, Jinfei Wang. (2016). Evaluation of spatio-temporal data fusion methods for generating NDVI time series in cropland areas. 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2570 – 2573.

Chunhua Liao, Yang Lv, Xianfeng Zhang. (2013). Locust plague risk assessment in Xinjiang/China integrating quantitative remote sensing and GIS technologies. The 5th International Conference on Geoinformation Technologies for Natural Disaster Management (GiT4NDM 2013). 137-142.

Chunhua Liao, Xianfeng Zhang, Huiyi Bao. (2012). Estimation of fractional vegetation cover by unmixing HJ-1 hyperspectral data. The Second International Workshop on Earth Observation and Remote Sensing Applications (EORSA), 278 - 281.

Co-authored books and book Chapters:

Xianfeng Zhang, Chunhua Liao. (2014). Ecological and environment variables co-inversion based on remote sensing technology. Science Press. (in Chinese)

Xianfeng Zhang, Chunhua Liao. (2012). Fractional vegetation cover mapping from the HJ-1 small satellite hyperspectral data. Advances in Mapping from Aerospace Imagery (Chapter 9). CRC Press. 204-220.

Patent:

Xianfeng Zhang, Chunhua Liao, Shuling Pan. (2014). A Remote Sensing-Based Progressive approach for risk prediction of rangeland locust hazard. CN 201410165284.