Xiao-Peng Song

According to our database, Xiao-Peng Song authored at least 16 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Ensemble Machine Learning on the Fusion of Sentinel Time Series Imagery with High-Resolution Orthoimagery for Improved Land Use/Land Cover Mapping.

Mukti R. Subedi, Carlos Portillo-Quintero, Nancy E. McIntyre, Samantha S. Kahl, Robert D. Cox, Gad Perry, Xiao-Peng Song

Remote. Sens., August, 2024

Satellite-based soybean yield prediction in Argentina: A comparison between panel regression and deep learning methods.

Yuhao Wang, Kuishuang Feng, Laixiang Sun, Yiqun Xie, Xiao-Peng Song

Comput. Electron. Agric., 2024

2023

The future of global land change monitoring.

Xiao-Peng Song

Int. J. Digit. Earth, December, 2023

2022

Characterizing the Patterns and Trends of Urban Growth in Saudi Arabia's 13 Capital Cities Using a Landsat Time Series.

Amal H. Aljaddani, Xiao-Peng Song, Zhe Zhu

Remote. Sens., 2022

2021

Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach.

Chenxi Lin, Liheng Zhong, Xiao-Peng Song, Jinwei Dong, David B. Lobell, Zhenong Jin

CoRR, 2021

2019

Time Series of Landsat Imagery Shows Vegetation Recovery in Two Fragile Karst Watersheds in Southwest China from 1988 to 2016.

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

Remote. Sens., 2019

Integrating Activity-Based Geographic Information and Long-Term Remote Sensing to Characterize Urban Land Use Change.

Cheng Fu, Xiao-Peng Song, Kathleen Stewart

Remote. Sens., 2019

2018

Development of S-NPP VIIRS global surface type classification map using support vector machines.

Rui Zhang, Chengquan Huang, Xiwu Zhan, Huiran Jin, Xiao-Peng Song

Int. J. Digit. Earth, 2018

2017

Improving global land cover characterization through data fusion.

Xiao-Peng Song, Chengquan Huang, John R. Townshend

Geo spatial Inf. Sci., 2017

2016

Assessment of the three factors affecting Myanmar's forest cover change using Landsat and MODIS vegetation continuous fields data.

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

Int. J. Digit. Earth, 2016

A time-series model for characterizing continuous land cover change.

Xiao-Peng Song

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2014

Annual Detection of Forest Cover Loss Using Time Series Satellite Measurements of Percent Tree Cover.

Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Saurabh Channan, John R. Townshend

Remote. Sens., 2014

Integrating global land cover products for improved forest cover characterization: an application in North America.

Xiao-Peng Song, Chengquan Huang, Min Feng, Joseph O. Sexton, Saurabh Channan, John R. Townshend

Int. J. Digit. Earth, 2014

2013

Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error.

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

Int. J. Digit. Earth, 2013

2012

Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges.

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

Int. J. Digit. Earth, 2012

2011

An assessment of global forest cover maps using regional higher-resolution reference data sets.

Xiao-Peng Song, Chengquan Huang, Joseph O. Sexton, Min Feng, Raghuram Narasimhan, Saurabh Channan, John R. Townshend

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011