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Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
Favorite  |  View/Download：8/0  |  Submit date：2021/11/05
Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression  
Developing climate-smart agricultural systems in the North China Plain (vol 291, 10679, 2020) 期刊论文
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2021, 卷号: 317, 页码: 1
Authors:  Xin, Yue;  Tao, Fulu
Favorite  |  View/Download：12/0  |  Submit date：2021/08/19
Have the agricultural production systems in the North China Plain changed towards to climate smart agriculture since 2000? 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 299, 页码: 24
Authors:  Xin, Yue;  Tao, Fulu
Favorite  |  View/Download：15/0  |  Submit date：2021/06/10
Carbon footprint  Climate change adaptation  GHG mitigation  Cropping system  Economic benefit  Resource use efficiency  
Divergent climate feedbacks on winter wheat growing and dormancy periods as affected by sowing date in the North China Plain 期刊论文
BIOGEOSCIENCES, 2021, 卷号: 18, 期号: 7, 页码: 2275-2287
Authors:  Liu, Fengshan;  Chen, Ying;  Bai, Nini;  Xiao, Dengpan;  Bai, Huizi;  Tao, Fulu;  Ge, Quansheng
Favorite  |  View/Download：11/0  |  Submit date：2021/06/10
Climate Change in China Affects Runoff and Terrestrial Ecosystem Water Retention More Than Changes in Leaf Area Index and Land Use/Cover Over the Period 1982-2015 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2021, 卷号: 126, 期号: 4, 页码: 19
Authors:  Zhai, Ran;  Tao, Fulu
Favorite  |  View/Download：7/0  |  Submit date：2021/07/09
Climate change  ecohydrology  ecosystem service  revegetation  vegetation type  VIC  
A coupled human-natural system analysis of water yield in the Yellow River basin, China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 762, 页码: 14
Authors:  Yin, Lichang;  Feng, Xiaoming;  Fu, Bojie;  Wang, Shuai;  Wang, Xiaofeng;  Chen, Yongzhe;  Tao, Fulu;  Hu, Jian
Favorite  |  View/Download：19/0  |  Submit date：2021/03/15
Irrigated cropland water model  Evapotranspiration  Irrigation water consumption  Natural water consumption  Water yield  
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 297, 页码: 15
Authors:  Cao, Juan;  Zhang, Zhao;  Tao, Fulu;  Zhang, Liangliang;  Luo, Yuchuan;  Zhang, Jing;  Han, Jichong;  Xie, Jun
Favorite  |  View/Download：36/0  |  Submit date：2021/03/15
Rice  Google Earth Engine (GEE)  Machine Learning (ML)  Deep Learning (DL)  Yield prediction  Early warning system  
Wheat yield predictions at a county and field scale with deep learning, machine learning, and google earth engine 期刊论文
EUROPEAN JOURNAL OF AGRONOMY, 2021, 卷号: 123, 页码: 12
Authors:  Cao, Juan;  Zhang, Zhao;  Luo, Yuchuan;  Zhang, Liangliang;  Zhang, Jing;  Li, Ziyue;  Tao, Fulu
Favorite  |  View/Download：11/0  |  Submit date：2021/04/25
Winter wheat  Machine learning  Deep learning  Google earth engine (GEE)  Yield estimation  
Africa Would Need to Import More Maize in the Future Even Under 1.5 degrees C Warming Scenario 期刊论文
EARTHS FUTURE, 2021, 卷号: 9, 期号: 1, 页码: 15
Authors:  Zhai, Ran;  Tao, Fulu;  Lall, Upmanu;  Elliott, Joshua
Favorite  |  View/Download：14/0  |  Submit date：2021/04/25
agricultural production  climate change  food security  hunger  population  shared socioeconomic pathway  
Wheat morpho-physiological traits and radiation use efficiency under interactive effects of warming and tillage management 期刊论文
PLANT CELL AND ENVIRONMENT, 2020, 页码: 16
Authors:  Li, Yibo;  Hou, Ruixing;  Tao, Fulu
Favorite  |  View/Download：16/0  |  Submit date：2021/03/16
climate‐  resilient cultivars  growth  heat  leaf photosynthesis  T‐  FACE  Triticum aestivum L