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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：89/0  |  提交时间：2022/02/25
artificial mangrove  object-based  pixel-based  decision tree  random forest  support vector machine  
Deep Learning: Individual Maize Segmentation From Terrestrial Lidar Data Using Faster R-CNN and Regional Growth Algorithms 期刊论文
FRONTIERS IN PLANT SCIENCE, 2018, 卷号: 9
作者:  Jin, Shichao;  Su, Yanjun;  Gao, Shang;  Wu, Fangfang;  Hu, Tianyu;  Liu, Jin;  Li, Wankai;  Wang, Dingchang;  Chen, Shaojiang;  Jiang, Yuanxi;  Pang, Shuxin;  Guo, Qinghua
Adobe PDF(2278Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2022/02/25
deep learning  detection  classification  segmentation  phenotype  Lidar (light detection and ranging)  
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：83/0  |  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  
No significant changes in topsoil carbon in the grasslands of northern China between the 1980s and 2000s 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 624, 页码: 1478-1487
作者:  Liu, Shangshi;  Yang, Yuanhe;  Shen, Haihua;  Hu, Huifeng;  Zhao, Xia;  Li, He;  Liu, Taoyu;  Fang, Jingyun
Adobe PDF(1626Kb)  |  收藏  |  浏览/下载：78/0  |  提交时间：2022/02/25
Alpine grasslands  Artificial neural network  Climate change  Random forests  Soil organic carbon  Temperate grasslands  
Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 卷号: 24, 期号: 1, 页码: 184-196
作者:  Yao, Yitong;  Wang, Xuhui;  Li, Yue;  Wang, Tao;  Shen, Miaogen;  Du, Mingyuan;  He, Honglin;  Li, Yingnian;  Luo, Weijun;  Ma, Mingguo;  Ma, Yaoming;  Tang, Yanhong;  Wang, Huimin;  Zhang, Xianzhou;  Zhang, Yiping;  Zhao, Liang;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(1408Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2022/02/25
China  climate change  eddy covariance  gross primary productivity  interannual variability  model tree ensemble  
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  
Estimates of grassland biomass and turnover time on the Tibetan Plateau 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 卷号: 13, 期号: 1
作者:  Xia, Jiangzhou;  Ma, Minna;  Liang, Tiangang;  Wu, Chaoyang;  Yang, Yuanhe;  Zhang, Li;  Zhang, Yangjian;  Yuan, Wenping
Adobe PDF(4496Kb)  |  收藏  |  浏览/下载：84/0  |  提交时间：2022/02/25
biomass  turnover time  vegetation index  Tibetan Plateau  random forest  
Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2018, 卷号: 259, 页码: 131-140
作者:  Li, Xiangyi;  He, Yue;  Zeng, Zhenzhong;  Lian, Xu;  Wang, Xuhui;  Du, Mingyuan;  Jia, Gensuo;  Li, Yingnian;  Ma, Yaoming;  Tang, Yanhong;  Wang, Weizhen;  Wu, Zhixiang;  Yan, Junhua;  Yao, Yitong;  Ciais, Philippe;  Zhang, Xianzhou;  Zhang, Yiping;  Zhang, Yu;  Zhou, Guangsheng;  Piao, Shilong
Adobe PDF(2766Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2022/02/25
China Eddy covariance  Evapotranspiration  Model tree ensemble (MTE)  Spatio-temporal change  Land surface model