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Machine learning versus crop growth models: an ally, not a rival
期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:
Zhang, Ningyi
;
Zhou, Xiaohan
;
Kang, Mengzhen
;
Hu, Bao-Gang
;
Heuvelink, Ep
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Water footprints of irrigated crop production and meteorological driving factors at multiple temporal scales
期刊论文
AGRICULTURAL WATER MANAGEMENT, 2021, 卷号: 255, 页码: 12
作者:
Gao, Jie
;
Xie, Pengxuan
;
Zhuo, La
;
Shang, Kehui
;
Ji, Xiangxiang
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  |  
浏览/下载:71/0
  |  
提交时间:2021/11/05
Time scale effect
Irrigation district
Distributed hydrological model
Wheat
Maize
Estimating winter wheat yield by assimilation of remote sensing data with a four-dimensional variation algorithm considering anisotropic background error and time window
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 301, 页码: 16
作者:
Wu, Shangrong
;
Yang, Peng
;
Chen, Zhongxin
;
Ren, Jianqiang
;
Li, He
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  |  
浏览/下载:45/0
  |  
提交时间:2021/06/10
Data assimilation
Crop yield estimation
Remotely sensed LAI
Background error
Time window
Anisotropic
Regional winter wheat yield estimation based on the WOFOST model and a novel VW-4DEnSRF assimilation algorithm
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 255, 页码: 22
作者:
Wu, Shangrong
;
Yang, Peng
;
Ren, Jianqiang
;
Chen, Zhongxin
;
Li, He
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  |  
浏览/下载:41/0
  |  
提交时间:2021/04/25
Data assimilation
Crop growth model
Yield simulation
Four-dimensional expansion
Variable time window
Hole irrigation process simulation using a soil water dynamical model with parameter inversion method
期刊论文
Agricultural Water Management, 2021, 卷号: 245
作者:
Pan, Zhanpeng
;
Tong, Yu
;
Hou, Jingming
;
Zheng, Jian
;
Kang, Yongde
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  |  
浏览/下载:20/0
  |  
提交时间:2021/03/02
Agricultural robots
Dynamics
Soil moisture
Solute transport
Water conservation
Water resources
Water supply
Wetting
Agricultural irrigation
Dynamics of soil moistures
Parameter inversion
Process simulations
Soil moisture dynamics
Soil water dynamics
Soil water movement
Water supply model
Two decades of research with the GreenLab model in agronomy
期刊论文
ANNALS OF BOTANY, 2021, 卷号: 127, 期号: 3, 页码: 281-295
作者:
de Reffye, Philippe
;
Hu, Baogang
;
Kang, Mengzhen
;
Letort, Veronique
;
Jaeger, Marc
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  |  
浏览/下载:28/0
  |  
提交时间:2021/06/15
FSPM
stochastic functional-structural plant model
organic series
organ cohorts
source and sink organs
Modelling rice yield with temperature optima of rice productivity derived from satellite NIRv in tropical monsoon area
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 294, 页码: 12
作者:
Wang, Xiaobo
;
Wang, Shaoqiang
;
Li, Xia
;
Chen, Bin
;
Wang, Junbang
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  |  
浏览/下载:56/0
  |  
提交时间:2021/03/18
Optimal temperature
Near-infrared reflectance of vegetation
Crop model
Climate change
Tropical rice
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
作者:
Chen, Pengfei
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  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
data assimilation
grain protein content
winter wheat
CERES-wheat model
satellite image
Estimation of Winter Wheat Production Potential Based on Remotely-Sensed Imagery and Process-Based Model Simulations
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 15
作者:
Lang, Tingting
;
Yang, Yanzhao
;
Jia, Kun
;
Zhang, Chao
;
You, Zhen
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/16
production potential
winter wheat
DSSAT
RS
Modelling climate change impacts on maize yields under low nitrogen input conditions in sub-Saharan Africa
期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 页码: 23
作者:
Falconnier, Gatien N.
;
Corbeels, Marc
;
Boote, Kenneth J.
;
Affholder, Francois
;
Adam, Myriam
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/18
crop simulation model
ensemble modelling
model intercomparison
smallholder farming systems
uncertainty
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