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Shortened key growth periods of soybean observed in China under climate change 期刊论文
SCIENTIFIC REPORTS, 2021, 卷号: 11, 期号: 1, 页码: 12
Authors:  Tan, Qinghua;  Liu, Yujie;  Dai, Liang;  Pan, Tao
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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
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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:7/0  |  Submit date:2021/04/25
Winter wheat  Machine learning  Deep learning  Google earth engine (GEE)  Yield estimation  
Integrated phenology and climate in rice yields prediction using machine learning methods 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
Authors:  Guo, Yahui;  Fu, Yongshuo;  Hao, Fanghua;  Zhang, Xuan;  Wu, Wenxiang;  Jin, Xiuliang;  Bryant, Christopher Robin;  Senthilnath, J.
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Early mature rice  Machine learning (ML) methods  Multiple linear regression (MLR)  Rice yield prediction  Phenology  
Impacts of Climate and Phenology on the Yields of Early Mature Rice in China 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 23, 页码: 16
Authors:  Guo, Yahui;  Wu, Wenxiang;  Liu, Yumei;  Wu, Zhaofei;  Geng, Xiaojun;  Zhang, Yaru;  Bryant, Christopher Robin;  Fu, Yongshuo
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rice yields  climate change  phenology  relative contribution  partial correlation  
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales 期刊论文
Authors:  Zhu, Wanxue;  Sun, Zhigang;  Yang, Ting;  Li, Jing;  Peng, Jinbang;  Zhu, Kangying;  Li, Shiji;  Gong, Huarui;  Lyu, Yun;  Li, Binbin;  Liao, Xiaohan
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Unmanned aerial vehicle (UAV)  Hyperspectral  Chlorophyll  Machine learning  Precision agriculture  
Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 19, 页码: 32
Authors:  Sobejano-Paz, Veronica;  Mikkelsen, Teis Norgaard;  Baum, Andreas;  Mo, Xingguo;  Liu, Suxia;  Koppl, Christian Josef;  Johnson, Mark S.;  Gulyas, Lorant;  Garcia, Monica
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crop phenotyping  hydraulic traits  leaf conductance  phenology  photosynthetic CO2 assimilation rate  PLSR  shortwave radiation  transpiration rate  temperature  water stress  
Mapping sugarcane plantation dynamics in Guangxi, China, by time series Sentinel-1, Sentinel-2 and Landsat images 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 247, 页码: 16
Authors:  Wang, Jie;  Xiao, Xiangming;  Liu, Luo;  Wu, Xiaocui;  Qin, Yuanwei;  Steiner, Jean L.;  Dong, Jinwei
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Agriculture  Crop mapping  Land cover  Phenology  Vegetation indices  Remote sensing  
Irrigation water consumption of irrigated cropland and its dominant factor in China from 1982 to 2015 期刊论文
ADVANCES IN WATER RESOURCES, 2020, 卷号: 143, 页码: 12
Authors:  Yin, Lichang;  Feng, Xiaoming;  Fu, Bojie;  Chen, Yongzhe;  Wang, Xiaofeng;  Tao, Fulu
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Irrigated crop water model  Irrigated area expansion  Interannual climatic variability  Evapotranspiration  
Modeling crop growth and land surface energy fluxes in wheat-maize double cropping system in the North China Plain 期刊论文
Authors:  Liu, Fengshan;  Chen Ying;  Xiao Dengpan;  Bai Huizi;  Tao Fulu;  Ge Quansheng
Favorite  |  View/Download:8/0  |  Submit date:2021/03/18
Latent heat flux  Surface energy balance  North China Plain  Calibration  Verification  Crop phenology  Wheat  Maize