兰州大学机构库

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Can Machine Learning Algorithms Successfully Predict Grassland Aboveground Biomass? 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 16
Authors:  Wang, Yue;  Qin, Rongzhu;  Cheng, Huzi;  Liang, TG(梁天刚);  Zhang, Kaiping;  Chai, Ning;  Gao, JL(高金龙);  Feng, QS(冯琦胜);  Hou, Mengjing;  Liu, Jie...Wang, Yue;  Qin, Rongzhu;  Cheng, Huzi;  Liang, TG(梁天刚);  Zhang, Kaiping;  Chai, Ning;  Gao, JL(高金龙);  Feng, QS(冯琦胜);  Hou, Mengjing;  Liu, Jie;  Liu, Chenli;  Zhang, Wenjuan;  Fang, Yanjie;  Huang, Jie;  Zhang, F(张峰)
Favorite  |    Submit date:2022/11/08
Decision trees  Forecasting  Learning algorithms  Machine learning  Regression analysis  Remote sensing  Scalability  Aboveground biomass  Biomass inversion  Dry matters  Google earth engine  Google earths  Machine-learning  MODIS  Spatio-temporal  Spatio-temporal scalability  Temporal scalability  Google Earth Engine  biomass inversion  spatio-temporal scalability  model building  
The restoration potential of the grasslands on the tibetan plateau 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 1
Authors:  Wang, Ruijing;  Feng, QS(冯琦胜);  Jin, Zheren;  Liang, TG(梁天刚)
Favorite  |    Submit date:2022/11/08
Remote sensing  Radiometers  Photosynthesis  Phytoplankton  Ecosystems  Meteorology  Alpine grasslands  Degree of degradation  Dynamic variations  Grassland ecosystems  Net primary productivity  Potential net primary productivity  Restoration potential  Tibetan Plateau  Tibetans  
The restoration potential of the grasslands on the tibetan plateau 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 1
Authors:  Wang, Ruijing;  Feng, QS(冯琦胜);  Jin, Zheren;  Liang, TG(梁天刚)
Favorite  |    Submit date:2022/07/01
Ecosystems  Meteorology  Photosynthesis  Phytoplankton  Radiometers  Remote sensing  Alpine grasslands  Degree of degradation  Dynamic variations  Grassland ecosystems  Net primary productivity  Potential net primary productivity  Restoration potential  Tibetan Plateau  Tibetans  restoration potential  net primary productivity  potential net primary productivity  dynamic variation  
A risk-based model for grassland management using MODIS data: The case of Gannan region, China 期刊论文
LAND USE POLICY, 2018, 卷号: 72, 页码: 461-469
Authors:  Liu, Ying;  Feng, QS(冯琦胜);  Wang, Chenggang;  Tang, Z(唐增)
Favorite  |    Submit date:2018/09/27
Grassland management  Livestock production  Ecological value  Remote sensing  Risk aversion behaviors  Sustainability  
Assessment of machine learning methods for modeling alpine grassland biomass in southern Qinghai Province, China 会议论文
3rd International Conference on Computer Science and Application Engineering, CSAE 2019, Sanya, China, OCT 22-24, 2019
Authors:  Liang, Tong;  Feng, QS(冯琦胜);  Ge, Jing;  Xie, Hongjie;  Liang, TG(梁天刚)
Favorite  |    Submit date:2020/08/31
Multi-layer perceptron  Support vector regression  Random forest regression  Aboveground biomass  Remote sensing  
A method to avoid spatial overfitting in estimation of grassland above-ground biomass on the Tibetan Plateau 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 125
Authors:  Yu, Hui;  Wu, Yufeng;  Niu, Liting;  Chai, Yafan;  Feng, QS(冯琦胜);  Wang, Wei;  Liang, TG(梁天刚)
Favorite  |    Submit date:2021/04/16
Decision trees  Forecasting  Learning algorithms  Location  Mean square error  Above ground biomass  Eco-environments  Forward feature selections  Grassland resource  Mean absolute error  Predictive accuracy  Root mean square errors  Sustainable utilization  
Optimizing Wheat Yield, Water, and Nitrogen Use Efficiency With Water and Nitrogen Inputs in China: A Synthesis and Life Cycle Assessment 期刊论文
Frontiers in Plant Science, 2022, 卷号: 13
Authors:  Li, Zhou;  Cui, Song;  Zhang, Qingping;  Xu, G(胥刚);  Feng, QS(冯琦胜);  Chen, Chao;  Li, Y(李渊)
Favorite  |    Submit date:2022/07/25
decision tree  irrigation  life cycle assessment  meta-regression  structural equation modeling (LISREL)  
Grassland dynamics in response to climate change and human activities in Xinjiang from 2000 to 2014 期刊论文
Scientific Reports, 2018, 卷号: 8, 期号: *, 页码: *
Authors:  Zhang, Renping;  Liang, TG(梁天刚);  Guo, Jing;  Xie, Hongjie;  Feng, QS(冯琦胜);  Aimaiti, Y
Favorite  |    Submit date:2018/09/27
Multi-factor modeling of above-ground biomass in alpine grassland: A case study in the Three-River Headwaters Region, China 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2016, 卷号: 186, 页码: 164-172
Authors:  Liang, TG(梁天刚);  Yang, Shuxia;  Feng, QS(冯琦胜);  Liu, Baokang;  Zhang, Renping;  Huang, XD(黄晓东);  Xie, Hongjie
Favorite  |    Submit date:2017/01/10
Pastoral Area Of Southern Qinghai  Alpine Grassland  Above-ground Biomass  Vegetation Index  Inversion Model  
Identification and Area Information Extraction of Oat Pasture Based on GEE—A Case Study in the Shandan Racecourse (China) 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 17
Authors:  Wang, Ruijing;  Feng, QS(冯琦胜);  Jin, Zheren;  Ma, Kexin;  Zhang, Zhongxue;  Liang, TG(梁天刚)
Favorite  |    Submit date:2022/11/08
Decision trees  Digital storage  Food supply  Land use  Remote sensing  Support vector machines  Vegetation mapping  Alpine regions  Forage grass  Google earth engine  Google earths  Identification of oat pasture area  Random forest classifier  Random forests  Sentinel-2  Shandan racecourse  Tibetan Plateau  identification of oat pasture areas  random forest  Google Earth Engine  Shandan Racecourse