Xiao-Peng Song

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 11

Top Topics

Historical Information

Top Venues

Int. J. Digit. Earth

Comput. Electron. Agric.

Publications

Mukti R. Subedi, Carlos Portillo-Quintero, Nancy E. McIntyre, Samantha S. Kahl, Robert D. Cox, Gad Perry, Xiao-Peng Song
Ensemble Machine Learning on the Fusion of Sentinel Time Series Imagery with High-Resolution Orthoimagery for Improved Land Use/Land Cover Mapping. Remote. Sens. 16 (15) (2024)
Yuhao Wang, Kuishuang Feng, Laixiang Sun, Yiqun Xie, Xiao-Peng Song
Satellite-based soybean yield prediction in Argentina: A comparison between panel regression and deep learning methods. Comput. Electron. Agric. 221 (2024)
Xiao-Peng Song
The future of global land change monitoring. Int. J. Digit. Earth 16 (1) (2023)
Amal H. Aljaddani, Xiao-Peng Song, Zhe Zhu
Characterizing the Patterns and Trends of Urban Growth in Saudi Arabia's 13 Capital Cities Using a Landsat Time Series. Remote. Sens. 14 (10) (2022)
Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach. CoRR (2021)
Jie Pei, Li Wang, Xiaoyue Wang, Zheng Niu, Maggi Kelly, Xiao-Peng Song, Ni Huang, Jing Geng, Haifeng Tian, Yang Yu, Shiguang Xu, Lei Wang, Qing Ying, Jianhua Cao
Time Series of Landsat Imagery Shows Vegetation Recovery in Two Fragile Karst Watersheds in Southwest China from 1988 to 2016. Remote. Sens. 11 (17) (2019)
Cheng Fu, Xiao-Peng Song, Kathleen Stewart
Integrating Activity-Based Geographic Information and Long-Term Remote Sensing to Characterize Urban Land Use Change. Remote. Sens. 11 (24) (2019)
Rui Zhang, Chengquan Huang, Xiwu Zhan, Huiran Jin, Xiao-Peng Song
Development of S-NPP VIIRS global surface type classification map using support vector machines. Int. J. Digit. Earth 11 (2) (2018)
Xiao-Peng Song, Chengquan Huang, John R. Townshend
Improving global land cover characterization through data fusion. Geo spatial Inf. Sci. 20 (2) (2017)
Fujiang Liu, Chengquan Huang, Yong Pang, Mengxue Li, Danxia Song, Xiao-Peng Song, Saurabh Channan, Joseph O. Sexton, Die Jiang, Ping Zhang, Yan Guo, Yao-Feng Li, John R. Townshend
Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data. Int. J. Digit. Earth 9 (6) (2016)
Xiao-Peng Song
A time-series model for characterizing continuous land cover change. IGARSS (2016)
Xiao-Peng Song, Chengquan Huang, Min Feng, Joseph O. Sexton, Saurabh Channan, John R. Townshend
Integrating global land cover products for improved forest cover characterization: an application in North America. Int. J. Digit. Earth 7 (9) (2014)
Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Saurabh Channan, John R. Townshend
Annual Detection of Forest Cover Loss Using Time Series Satellite Measurements of Percent Tree Cover. Remote. Sens. 6 (9) (2014)
Joseph O. Sexton, Xiao-Peng Song, Min Feng, Praveen Noojipady, Anupam Anand, Chengquan Huang, Do-Hyung Kim, Kathrine M. Collins, Saurabh Channan, Charlene M. DiMiceli, John R. Townshend
Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error. Int. J. Digit. Earth 6 (5) (2013)
John R. Townshend, Jeffrey G. Masek, Chengquan Huang, Eric F. Vermote, Feng Gao, Saurabh Channan, Joseph O. Sexton, Min Feng, Raghuram Narasimhan, Do-Hyung Kim, Kuan Song, Danxia Song, Xiao-Peng Song, Praveen Noojipady, Bin Tan, Matthew C. Hansen, Mengxue Li, Robert E. Wolfe
Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges. Int. J. Digit. Earth 5 (5) (2012)
Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Min Feng, Raghuram Narasimhan, Saurabh Channan, John R. Townshend
An assessment of global forest cover maps using regional higher-resolution reference data sets. IGARSS (2011)