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地理科学与资源研究... [41]
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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
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
收藏
  |  
浏览/下载:81/0
  |  
提交时间: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
作者:
Cao, Juan
;
Zhang, Zhao
;
Luo, Yuchuan
;
Zhang, Liangliang
;
Zhang, Jing
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/04/25
Winter wheat
Machine learning
Deep learning
Google earth engine (GEE)
Yield estimation
CHEMICAL CONSTITUENTS AND ANTIOXIDANT AND ANTIBACTERIAL ACTIVITY OF A FUNGAL ENDOPHYTE ISOLATED FROM Plantago asiatica
期刊论文
CHEMISTRY OF NATURAL COMPOUNDS, 2020, 卷号: 56, 期号: 5, 页码: 918-919
作者:
Han, Na
;
Yang, Aimei
;
Ma, Songyao
;
Shang, Huilan
;
Chen, Long
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/03/01
Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 290, 页码: 13
作者:
Zhang, Zhao
;
Li, Ziyue
;
Chen, Yi
;
Zhang, Lingyan
;
Tao, Fulu
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/07/09
Climate variability
Model optimization
Data assimilation
MCWLA-Wheat
Remote sensing
Soil moisture
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
收藏
  |  
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)
Rainfall-Related Weather Indices for Three Main Crops in China
期刊论文
INTERNATIONAL JOURNAL OF DISASTER RISK SCIENCE, 2020, 页码: 18
作者:
Zhang, Jing
;
Zhang, Zhao
;
Tao, Fulu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/03/18
Agricultural insurance
China
Deficit rain
Excessive rain
Risk pooling
Weather index
Identifying the spatiotemporal changes of annual harvesting areas for three staple crops in China by integrating multi-data sources
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 7, 页码: 15
作者:
Luo, Yuchuan
;
Zhang, Zhao
;
Li, Ziyue
;
Chen, Yi
;
Zhang, Liangliang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/15
agricultural system
cropland
land use/cover change
rice
maize
wheat
CHEMICAL CONSTITUENTS OF MYCELIUM FROM ENDOPHYTIC FUNGUS HJ-3 STRAIN OF Tamarix chinensis
期刊论文
CHEMISTRY OF NATURAL COMPOUNDS, 2020, 卷号: 56, 期号: 4, 页码: 720-721
作者:
Shang, Huilan
;
Yang, Aimei
;
Men, Yun
;
Zhang, Fulu
;
Wang, Zhihui
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/03/01
CHEMICAL CONSTITUENTS OF THE FRUIT HUSK OF Xanthoceras sorbifolia
期刊论文
CHEMISTRY OF NATURAL COMPOUNDS, 2020, 卷号: 56, 期号: 2, 页码: 325-327
作者:
Yang, Aimei
;
Zhang, Fulu
;
Ma, Songyao
;
Qi, Guoyu
;
Shang, Huilan
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/06/02
Identifying the Contributions of Multi-Source Data for Winter Wheat Yield Prediction in China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 5, 页码: 22
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/23
machine learning (ML)
multi-source data
yield prediction
winter wheat
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