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Artificial Mangrove Species Mapping Using Pleiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2
作者:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wu, Xincai
Adobe PDF(2967Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/02/25
artificial mangrove  object-based  pixel-based  decision tree  random forest  support vector machine  
Using negative soil adjustment factor in soil-adjusted vegetation index (SAVI) for aboveground living biomass estimation in arid grasslands 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 209, 页码: 439-445
作者:  Ren, Hongrui;  Zhou, Guangsheng;  Zhang, Feng
Adobe PDF(732Kb)  |  收藏  |  浏览/下载：63/0  |  提交时间：2022/02/25
Aboveground living biomass  Arid grasslands  Soil adjustment factor  Soil-adjusted vegetation index  Remote sensing  
Forest species diversity mapping using airborne LiDAR and hyperspectral data in a subtropical forest in China 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 213, 页码: 104-114
作者:  Zhao, Yujin;  Zeng, Yuan;  Zheng, Zhaoju;  Dong, Wenxue;  Zhao, Dan;  Wu, Bingfang;  Zhao, Qianjun
Adobe PDF(2586Kb)  |  收藏  |  浏览/下载：83/0  |  提交时间：2022/02/25
Imaging spectroscopy  LiDAR  Leaf biochemical components  Species richness  Forest biodiversity  Shannon-Wiener  
Evaluating the Performance of Sentinel-2, Landsat 8 and Pleiades-1 in Mapping Mangrove Extent and Species 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 9
作者:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wang, Run;  Sun, Fei;  Wu, Xincai
Adobe PDF(5307Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/02/25
mangroves  species  Sentinel-2  Landsat 8  Pleiades-1  random forest  
Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 204, 页码: 918-930
作者:  Yin, He;  Pflugmacher, Dirk;  Li, Ang;  Li, Zhengguo;  Hostert, Patrick
Adobe PDF(2143Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2022/02/25
Land use and land cover change  Deforestation  Afforestation  Cropland retirement  MODIS time series  Trajectory-based approach  Inner Mongolia  Machine learning  Random forest  Probability scores  
An Ensemble of Classifiers Based on Positive and Unlabeled Data in One-Class Remote Sensing Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 2, 页码: 572-584
作者:  Liu, Ran;  Li, Wenkai;  Liu, Xiaoping;  Lu, Xingcheng;  Li, Tianhong;  Guo, Qinghua
Adobe PDF(9506Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2022/02/25
Classifier ensemble  one-class classification  positive and unlabeled learning (PUL)  weighted average  weighted vote  
A Satellite-Based Model for Simulating Ecosystem Respiration in the Tibetan and Inner Mongolian Grasslands 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1
作者:  Ge, Rong;  He, Honglin;  Ren, Xiaoli;  Zhang, Li;  Li, Pan;  Zeng, Na;  Yu, Guirui;  Zhang, Liyun;  Yu, Shi-Yong;  Zhang, Fawei;  Li, Hongqin;  Shi, Peili;  Chen, Shiping;  Wang, Yanfen;  Xin, Xiaoping;  Ma, Yaoming;  Ma, Mingguo;  Zhang, Yu;  Du, Mingyuan
Adobe PDF(3132Kb)  |  收藏  |  浏览/下载：184/0  |  提交时间：2022/02/25
ecosystem respiration  MODIS  moisture effect  ChinaFLUX  alpine grasslands  temperate grasslands  
Impact of Error in Lidar-Derived Canopy Height and Canopy Base Height on Modeled Wildfire Behavior in the Sierra Nevada, California, USA 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1
作者:  Kelly, Maggi;  Su, Yanjun;  Di Tommaso, Stefania;  Fry, Danny L.;  Collins, Brandon M.;  Stephens, Scott L.;  Guo, Qinghua
Adobe PDF(4708Kb)  |  收藏  |  浏览/下载：74/0  |  提交时间：2022/02/25
wildfire burn probability  crown fire  forest fuels  Sierra Nevada  Lidar  error  
A global corrected SRTM DEM product for vegetated areas 期刊论文
REMOTE SENSING LETTERS, 2018, 卷号: 9, 期号: 4, 页码: 393-402
作者:  Zhao, Xiaoqian;  Su, Yanjun;  Hu, Tianyu;  Chen, Linhai;  Gao, Shang;  Wang, Rui;  Jin, Shichao;  Guo, Qinghua
Adobe PDF(2084Kb)  |  收藏  |  浏览/下载：82/0  |  提交时间：2022/02/25
The Transferability of Random Forest in Canopy Height Estimation from Multi-Source Remote Sensing Data 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 8
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Hu, Tianyu;  Liu, Jin;  Guo, Qinghua
Adobe PDF(4477Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2022/02/25
canopy height  Random Forest  LiDAR  multi-source  vegetation type  location  scale