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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
Toward a framework for the multimodel ensemble prediction of soil nitrogen losses
期刊论文
ECOLOGICAL MODELLING, 2021, 卷号: 456
作者:
Liao, Kaihua
;
Lv, Ligang
;
Lai, Xiaoming
;
Zhu, Qing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/03/10
Simulation of nitrogen dynamics in lowland polders using a new coupled modelling approach: Insights into management
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 313
作者:
Yan, Renhua
;
Brunner, Philip
;
Gao, Junfeng
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  |  
浏览/下载:24/0
  |  
提交时间:2022/03/10
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
收藏
  |  
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
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season uav-based hyperspectral imagery and machine learning
期刊论文
Sensors (Switzerland), 2020, 卷号: 20, 期号: 18, 页码: 1-13
作者:
Sun, Chen
;
Feng, Luwei
;
Zhang, Zhou
;
Ma, Yuchi
;
Crosby, Trevor
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  |  
浏览/下载:25/0
  |  
提交时间:2020/10/26
hyperspectral imaging
machine learning
tuber yield
tuber set
unmanned aerial vehicles
Modelling global impacts of climate variability and trend on maize yield during 1980-2010
期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020, 页码: 14
作者:
Yin, Xiaomeng
;
Leng, Guoyong
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  |  
浏览/下载:7/0
  |  
提交时间:2021/03/18
climate change
climate impact
crop yield
global
trend
variability
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
Damage evaluation of soybean chilling injury based on Google Earth Engine (GEE) and crop modelling
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 8, 页码: 1249-1265
作者:
Cao, Juan
;
Zhang, Zhao
;
Zhang, Liangliang
;
Luo, Yuchuan
;
Li, Ziyue
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  |  
浏览/下载:12/0
  |  
提交时间:2021/03/18
chilling injury
Google Earth Engine (GEE)
CROPGRO-Soybean
soybean
yield loss
cold degree days (CDD)
Modelling the impacts of climate change and crop management measures on soybean phenology in China
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 262, 页码: 11
作者:
Liu, Yujie
;
Dai, Liang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/23
Climate change
Crop management measures
First difference
Soybean phenology
China
Modelling crop yield, water consumption, and water use efficiency for sustainable agroecosystem management
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 253, 页码: 15
作者:
Liu, Yaqun
;
Song, Wei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/05/19
Water use efficiency
Crop yield simulation
Crop water requirement
On-demand irrigation
Water-efficient management
Knowledge-exchange system
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