Xiao-Peng Song

16 papers C 2Journal 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Ensemble Machine Learning on the Fusion of Sentinel Time Series Imagery with High-Resolution Orthoimagery for Improved Land Use/Land Cover Mapping.
Remote. Sens.
Mukti R. Subedi, Carlos Portillo-Quintero, Nancy E. McIntyre, Samantha S. Kahl, Robert D. Cox, Gad Perry, Xiao-Peng Song
2024 J jnl
Satellite-based soybean yield prediction in Argentina: A comparison between panel regression and deep learning methods.
Comput. Electron. Agric.
Yuhao Wang, Kuishuang Feng, Laixiang Sun, Yiqun Xie, Xiao-Peng Song
2023 J jnl
The future of global land change monitoring.
Int. J. Digit. Earth
Xiao-Peng Song
2022 J jnl
Characterizing the Patterns and Trends of Urban Growth in Saudi Arabia's 13 Capital Cities Using a Landsat Time Series.
Remote. Sens.
Amal H. Aljaddani, Xiao-Peng Song, Zhe Zhu
2021 J jnl
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach.
CoRR
Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin
2019 J jnl
Integrating Activity-Based Geographic Information and Long-Term Remote Sensing to Characterize Urban Land Use Change.
Remote. Sens.
Cheng Fu, Xiao-Peng Song, Kathleen Stewart
2019 J jnl
Time Series of Landsat Imagery Shows Vegetation Recovery in Two Fragile Karst Watersheds in Southwest China from 1988 to 2016.
Remote. Sens.
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
2018 J jnl
Development of S-NPP VIIRS global surface type classification map using support vector machines.
Int. J. Digit. Earth
Rui Zhang, Chengquan Huang, Xiwu Zhan, Huiran Jin, Xiao-Peng Song
2017 J jnl
Improving global land cover characterization through data fusion.
Geo spatial Inf. Sci.
Xiao-Peng Song, Chengquan Huang, John R. Townshend
2016 C conf
A time-series model for characterizing continuous land cover change.
IGARSS
Xiao-Peng Song
2016 J jnl
Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data.
Int. J. Digit. Earth
Fujiang Liu, Chengquan Huang, Yong Pang, Mengxue Li, Dan-Xia Song, Xiao-Peng Song, Saurabh Channan, Joseph O. Sexton, Die Jiang, Ping Zhang, Yan Guo, Yao-Feng Li, John R. Townshend
2014 J jnl
Annual Detection of Forest Cover Loss Using Time Series Satellite Measurements of Percent Tree Cover.
Remote. Sens.
Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Saurabh Channan, John R. Townshend
2014 J jnl
Integrating global land cover products for improved forest cover characterization: an application in North America.
Int. J. Digit. Earth
Xiao-Peng Song, Chengquan Huang, Min Feng, Joseph O. Sexton, Saurabh Channan, John R. Townshend
2013 J jnl
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
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
2012 J jnl
Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges.
Int. J. Digit. Earth
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
2011 C conf
An assessment of global forest cover maps using regional higher-resolution reference data sets.
IGARSS
Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Min Feng, Raghuram Narasimhan, Saurabh Channan, John R. Townshend