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科研机构
地理科学与资源研究所 [8]
内容类型
期刊论文 [8]
发表日期
2021 [8]
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发表日期:2021
专题:地理科学与资源研究所
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Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
作者:
Li, Linchao
;
Wang, Bin
;
Feng, Puyu
;
Wang, Huanhuan
;
He, Qinsi
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
Relationship of population migration, crop production pattern, and socioeconomic development: evidence from the early 21st century
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2021, 卷号: 16, 期号: 7, 页码: 11
作者:
Zhang, Yajie
;
Zhao, Jie
;
Yan, Yuxing
;
Shi, Yu
;
Yu, Qiang
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/08/19
migration of the center of gravity
population density
crop caloric yield
Frechet distance
stepwise regression analysis
Impacts of climate change and increasing carbon dioxide levels on yield changes of major crops in suitable planting areas in China by the 2050s
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 125, 页码: 11
作者:
Zhang, Yajie
;
Niu, Haishan
;
Yu, Qiang
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  |  
浏览/下载:63/0
  |  
提交时间:2021/06/10
Yield change
Climate change
Atmospheric CO2 concentration
Suitable planting area
China
Effects of climate change and crop management on changes in rice phenology in China from 1981 to 2010
期刊论文
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2021, 页码: 9
作者:
Chen, Jie
;
Liu, Yujie
;
Zhou, Weimo
;
Zhang, Jie
;
Pan, Tao
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  |  
浏览/下载:47/0
  |  
提交时间:2021/11/05
rice phenology
climate change
crop management
first‐
difference method
China
Spatiotemporal Patterns and Determinants of Grain Self-Sufficiency in China
期刊论文
FOODS, 2021, 卷号: 10, 期号: 4, 页码: 27
作者:
Niu, Yingnan
;
Xie, Gaodi
;
Xiao, Yu
;
Liu, Jingya
;
Wang, Yangyang
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  |  
浏览/下载:29/0
  |  
提交时间:2021/06/10
grain yield
grain consumption
grain self-sufficiency
spatiotemporal patterns
China
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:
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  |  
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
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
作者:
Guo, Yahui
;
Fu, Yongshuo
;
Hao, Fanghua
;
Zhang, Xuan
;
Wu, Wenxiang
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  |  
浏览/下载:76/0
  |  
提交时间:2021/03/15
Early mature rice
Machine learning (ML) methods
Multiple linear regression (MLR)
Rice yield prediction
Phenology
Crop yield and production responses to climate disasters in China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 750, 页码: 10
作者:
Shi, Wenjiao
;
Wang, Minglei
;
Liu, Yiting
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  |  
浏览/下载:8/0
  |  
提交时间:2021/03/16
Drought
Flood
Production
Crop yields
China
Climate disaster
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