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Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain 期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 5, 页码: 822-838
Authors:  He, Lihong;  Mo, Xingguo;  Hu, Shi;  Liu, Suxia
Favorite  |  View/Download:47/0  |  Submit date:2021/08/19
ammonia volatilization  denitrification rate  global sensitivity analyses  shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm  vegetation interface processes model  
Selecting hydrological models for developing countries: Perspective of global, continental, and country scale models over catchment scale models 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 16
Authors:  Paul, Pranesh Kumar;  Zhang, Yongqiang;  Ma, Ning;  Mishra, Ashok;  Panigrahy, Niranjan;  Singh, Rajendra
Favorite  |  View/Download:6/0  |  Submit date:2021/11/05
Hydrological model selection  Developing countries  Spatio-temporal scales  Hydrological signatures  Testing scheme  
The Role of Earth Observation in Achieving Sustainable Agricultural Production in Arid and Semi-Arid Regions of the World 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 27
Authors:  Qader, Sarchil Hama;  Dash, Jadu;  Alegana, Victor A.;  Khwarahm, Nabaz R.;  Tatem, Andrew J.;  Atkinson, Peter M.
Favorite  |  View/Download:10/0  |  Submit date:2021/11/05
agriculture  arid and semi-arid regions  crop monitoring  remote sensing  crop yield  
Simulation of Biocapacity and Spatial-Temporal Evolution Analysis of Loess Plateau in Northern Shaanxi Based on the CA-Markov Model 期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 11, 页码: 17
Authors:  Wang, Hao;  Hu, Yunfeng
Favorite  |  View/Download:11/0  |  Submit date:2021/08/19
land use  cover  biocapacity  CA-Markov  Loess Plateau  
Multifractal parameters of soil particle size as key indicators of the soil moisture distribution 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 595, 页码: 8
Authors:  Ke, Zengming;  Ma, Lihui;  Jiao, Feng;  Liu, Xiaoli;  Liu, Zheng;  Wang, Zhanli
Favorite  |  View/Download:41/0  |  Submit date:2021/07/09
Multifractal parameter  Particle size distribution  Soil moisture content  
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches 期刊论文
Authors:  Cao, Juan;  Zhang, Zhao;  Tao, Fulu;  Zhang, Liangliang;  Luo, Yuchuan;  Zhang, Jing;  Han, Jichong;  Xie, Jun
Favorite  |  View/Download:37/0  |  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  
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.
Favorite  |  View/Download:34/0  |  Submit date:2021/03/15
Early mature rice  Machine learning (ML) methods  Multiple linear regression (MLR)  Rice yield prediction  Phenology  
Estimating annual runoff in response to forest change: A statistical method based on random forest 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 589, 页码: 14
Authors:  Li, Ming;  Zhang, Yongqiang;  Wallace, Jeremy;  Campbell, Eddy
Favorite  |  View/Download:9/0  |  Submit date:2021/03/16
Annual runoff  Forest thinning  Predictive model  Machine learning  Remote sensing  Forest index  
Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 19, 页码: 20
Authors:  Chen, Pengfei
Favorite  |  View/Download:15/0  |  Submit date:2021/03/16
data assimilation  grain protein content  winter wheat  CERES-wheat model  satellite image