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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究所 [8]
采集方式
OAI收割 [8]
内容类型
期刊论文 [8]
发表日期
2024 [1]
2022 [2]
2021 [2]
2017 [2]
2016 [1]
学科主题
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Evaluation of machine learning-dynamical hybrid method incorporating remote sensing data for in-season maize yield prediction under drought
期刊论文
OAI收割
PRECISION AGRICULTURE, 2024, 卷号: N/A, 页码: 25
作者:
Luo, Yi
;
Wang, Huijing
;
Cao, Junjun
;
Li, Jinxiao
;
Tian, Qun
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/07/24
Yield forecast
IAP-CAS
Solar-induced chlorophyll fluorescence
Drought
Machine learning
Improving Winter Wheat Yield Forecasting Based on Multi-Source Data and Machine Learning
期刊论文
OAI收割
AGRICULTURE-BASEL, 2022, 卷号: 12, 期号: 5, 页码: 16
作者:
Sun, Yuexia
;
Zhang, Shuai
;
Tao, Fulu
;
Aboelenein, Rashad
;
Amer, Alia
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/09/21
solar induced chlorophyll fluorescence (SIF)
winter wheat
yield forecast
random forest
enhanced vegetation index (EVI)
Improving Winter Wheat Yield Forecasting Based on Multi-Source Data and Machine Learning
期刊论文
OAI收割
AGRICULTURE-BASEL, 2022, 卷号: 12, 期号: 5, 页码: 16
作者:
Sun, Yuexia
;
Zhang, Shuai
;
Tao, Fulu
;
Aboelenein, Rashad
;
Amer, Alia
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/09/21
solar induced chlorophyll fluorescence (SIF)
winter wheat
yield forecast
random forest
enhanced vegetation index (EVI)
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
OAI收割
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:51/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
OAI收割
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:26/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
A comparison of two adaptive multivariate analysis methods (PLSR and ANN) for winter wheat yield forecasting using Landsat-8 OLI images
期刊论文
OAI收割
ADVANCES IN SPACE RESEARCH, 2017, 卷号: 59, 期号: 4, 页码: 987-995
作者:
Chen, Pengfei
;
Jing, Qi
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/09/25
Winter wheat
Yield forecast
Partial least squares regression
Artificial neural networks
A comparison of two adaptive multivariate analysis methods (PLSR and ANN) for winter wheat yield forecasting using Landsat-8 OLI images
期刊论文
OAI收割
ADVANCES IN SPACE RESEARCH, 2017, 卷号: 59, 期号: 4, 页码: 987-995
作者:
Chen, Pengfei
;
Jing, Qi
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/09/25
Winter wheat
Yield forecast
Partial least squares regression
Artificial neural networks
Within-season yield prediction with different nitrogen inputs under rain-fed condition using CERES-Wheat model in the northwest of China
期刊论文
OAI收割
JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2016, 卷号: 96, 期号: 8, 页码: 2906-2916
作者:
Li, Zhengpeng
;
Song, Mingdan
;
Feng, Hao
;
Zhao, Ying
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/09/26
yield forecast
nitrogen
precipitation distribution
forecast accuracy
CERES-Wheat model