兰州大学机构库

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Potential of hyperspectral data and machine learning algorithms to estimate the forage carbon-nitrogen ratio in an alpine grassland ecosystem of the Tibetan Plateau 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 163, 页码: 362-374
Authors:  Gao, Jinlong;  Liang, TG(梁天刚);  Liu, Jie;  Yin, Jianpeng;  Ge, Jing;  Hou, Mengjing;  Feng, QS(冯琦胜);  Wu, Caixia;  Xie, Hongjie
Favorite  |  View/Download:9/0  |  Submit date:2020/06/01
Forage nutrition  Random forest  Absorption bands  Estimation model  Growth stage  
MODIS Fractional Snow Cover Mapping Using Machine Learning Technology in a Mountainous Area 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 6
Authors:  Liu, Changyu;  Huang, Xiaodong;  Li, Xubing;  Liang, TG(梁天刚)
Favorite  |  View/Download:7/0  |  Submit date:2020/06/01
MODIS  fractinal snow cover  UAV  Tibetan Plateau  
Estimation of Grassland Height Based on the Random Forest Algorithm and Remote Sensing in the Tibetan Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 178-186
Authors:  Yin, Jianpeng;  Feng, QS(冯琦胜);  Liang, TG(梁天刚);  Meng, Baoping;  Yang, Shuxia;  Gao, Jinlong;  Ge, Jing;  Hou, Mengjing;  Liu, Jie;  Wang, Wei...Yin, Jianpeng;  Feng, QS(冯琦胜);  Liang, TG(梁天刚);  Meng, Baoping;  Yang, Shuxia;  Gao, Jinlong;  Ge, Jing;  Hou, Mengjing;  Liu, Jie;  Wang, Wei;  Yu, Hui;  Liu, Baokang
Favorite  |  View/Download:8/0  |  Submit date:2020/06/03
Radio frequency  Predictive models  MODIS  Remote sensing  Vegetation mapping  Forestry  Biological system modeling  Grassland height  random forest (RF)  Tibetan Plateau (TP)  
Retrieving Snow Depth Information From AMSR2 Data for Qinghai-Tibet Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 752-768
Authors:  Wang, Jianshun;  Huang, Xiaodong;  Wang, Yunlong;  Liang, TG(梁天刚)
Favorite  |  View/Download:13/0  |  Submit date:2020/06/03
Advanced Microwave Scanning Radiometer 2 (AMSR2)  multiparameter  Qinghai-Tibet Plateau (QTP)  snow depth (SD)  
基于CCI-LC数据的甘南和川西北地区土地覆盖类型时空动态分布及草地面积变化驱动力研究 期刊论文
草业学报, 2020, 卷号: 29, 期号: 3, 页码: 1-15
Authors:  李元春;  葛静;  侯蒙京;  高宏元;  刘洁;  包旭莹;  殷建鹏;  高金龙;  冯琦胜;  梁天刚...李元春;  葛静;  侯蒙京;  高宏元;  刘洁;  包旭莹;  殷建鹏;  高金龙;  冯琦胜;  梁天刚
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CCI-LC产品  甘南和川西北地区  精度评价  土地覆盖类型变化  驱动因素  
Modeling Alpine Grassland Above Ground Biomass Based on Remote Sensing Data and Machine Learning Algorithm: A Case Study in East of the Tibetan Plateau, China 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 卷号: 13, 页码: 2986-2995
Authors:  Meng, Baoping;  Liang, TG(梁天刚);  Yi, Shuhua;  Yin, Jianpeng;  Cui, X(崔霞);  Ge, Jing;  Hou, Mengjing;  Lv, Yanyan;  Sun, Yi
Favorite  |  View/Download:5/0  |  Submit date:2020/08/29
Biological system modeling  MODIS  Estimation  Vegetation mapping  Soil  Biomass  Remote sensing  Above ground biomass (AGB)  alpine grassland  machine learning algorithm  multivariate model  
Ecological risk assessment and impact factor analysis of alpine wetland ecosystem based on LUCC and boosted regression tree on the Zoige Plateau, China 期刊论文
Remote Sensing, 2020, 卷号: 12, 期号: 3
Authors:  Hou, Mengjing;  Ge, Jing;  Gao, Jinlong;  Meng, Baoping;  Li, Yuanchun;  Yin, Jianpeng;  Liu, Jie;  Feng, QS(冯琦胜);  Liang, TG(梁天刚)
Favorite  |  View/Download:7/0  |  Submit date:2020/08/06
ecological risk assessment  land use and land cover changes  boosted regression tree  alpine wetland ecosystem  Zoige Plateau  
青藏高原东部高寒沼泽湿地动态变化及其驱动因素研究 期刊论文
草业学报, 2020, 卷号: 29, 期号: 1, 页码: 13-27
Authors:  侯蒙京;  高金龙;  葛静;  李元春;  刘洁;  殷建鹏;  冯琦胜;  梁天刚
Favorite  |  View/Download:1/0  |  Submit date:2020/08/04
沼泽湿地  青藏高原  遥感  景观格局  动态变化  驱动因素  
天然草地牧草营养品质的高光谱遥感研究进展 期刊论文
草业学报, 2020, 卷号: 29, 期号: 2, 页码: 172-185
Authors:  高金龙;  刘洁;  殷建鹏;  葛静;  侯蒙京;  冯琦胜;  梁天刚
Favorite  |  View/Download:0/0  |  Submit date:2020/08/04
天然草地  牧草营养  品质  高光谱遥感  进展  
AMSR2 snow depth downscaling algorithm based on a multifactor approach over the Tibetan Plateau, China 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 231
Authors:  Wang, Yunlong;  Huang, Xiaodong;  Wang, Jianshun;  Zhou, Minqiang;  Liang, TG(梁天刚)
Favorite  |  View/Download:21/0  |  Submit date:2019/09/30
Passive microwave  AMSR2  Snow depth  Downscaling  Tibetan Plateau