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An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：101/0  |  提交时间：2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
Landscape-level vegetation classification and fractional woody and herbaceous vegetation cover estimation over the dryland ecosystems by unmanned aerial vehicle platform 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 278
作者:  Wang, Haozhou;  Han, Dong;  Mu, Yue;  Jiang, Lina;  Yao, Xueling;  Bai, Yongfei;  Lu, Qi;  Wang, Feng
Adobe PDF(10642Kb)  |  收藏  |  浏览/下载：109/0  |  提交时间：2022/01/06
Dryland vegetation  Machine learning  Decision tree model  Digital orthophoto map  Otindag sandy land  Semi-arid ecosystem  Classification and regression tree (CART)  
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：96/0  |  提交时间：2022/02/25
artificial mangrove  object-based  pixel-based  decision tree  random forest  support vector machine  
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：80/0  |  提交时间：2022/02/25
Classifier ensemble  one-class classification  positive and unlabeled learning (PUL)  weighted average  weighted vote  
One-Class Classification of Airborne LiDAR Data in Urban Areas Using a Presence and Background Learning Algorithm 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 10
作者:  Ao, Zurui;  Su, Yanjun;  Li, Wenkai;  Guo, Qinghua;  Zhang, Jing
Adobe PDF(1859Kb)  |  收藏  |  浏览/下载：89/0  |  提交时间：2022/03/28
LiDAR  one-class classification  presence and background learning algorithm  remote sensing  
The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores 期刊论文
GLOBAL CHANGE BIOLOGY, 2016, 卷号: 22, 期号: 8, 页码: 2688-2701
作者:  Ding, Jinzhi;  Li, Fei;  Yang, Guibiao;  Chen, Leiyi;  Zhang, Beibei;  Liu, Li;  Fang, Kai;  Qin, Shuqi;  Chen, Yongliang;  Peng, Yunfeng;  Ji, Chengjun;  He, Honglin;  Smith, Pete;  Yang, Yuanhe
Adobe PDF(1042Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/07/08
alpine permafrost  carbon-climate feedback  deep sediment  soil organic carbon stock  support vector machine  
Large-scale estimation and uncertainty analysis of gross primary production in Tibetan alpine grasslands 期刊论文
Journal of Geophysical Research, 2014, 卷号: 119, 期号: 3, 页码: 466-486
作者:  Honglin He;  Min Liu;  Xiangming Xiao;  Xiaoli Ren;  Li Zhang;  Xiaomin Sun;  Yuanhe Yang;  Yingnian Li;  Liang Zhao;  Peili Shi;  Mingyuan Du;  Yaoming Ma;  Mingguo Ma;  Yu Zhang;  Guirui Yu
Adobe PDF(2937Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2018/12/07
内蒙古灌丛化草原分布特征的遥感辨识 期刊论文
农业工程学报, 2014, 卷号: 30, 期号: 11, 页码: 152-158
作者:  董洲;  赵霞;  梁栋;  黄文江;  彭代亮;  黄林生
Adobe PDF(774Kb)  |  收藏  |  浏览/下载：124/0  |  提交时间：2018/12/05
Mapping the Global Potential Geographical Distribution of Black Locust (Robinia Pseudoacacia L.) Using Herbarium Data and a Maximum Entropy Model 期刊论文
Forests, 2014, 卷号: 5, 期号: 11, 页码: 2773-2792
作者:  Guoqing Li;  Guanghua Xu;  Ke Guo and Sheng Du
Adobe PDF(883Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2018/12/05
我国春玉米潜在种植分布区的气候适宜性 期刊论文
生态学报, 2012, 卷号: 32, 期号: 12, 页码: 3931-3939
作者:  何奇瑾;  周广胜
Adobe PDF(4584Kb)  |  收藏  |  浏览/下载：133/0  |  提交时间：2018/12/06