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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... [22]
自动化研究所 [2]
力学研究所 [1]
遥感与数字地球研究所 [1]
过程工程研究所 [1]
采集方式
OAI收割 [27]
内容类型
期刊论文 [22]
SCI/SSCI论文 [4]
会议论文 [1]
发表日期
2025 [3]
2024 [1]
2023 [1]
2022 [8]
2021 [4]
2020 [2]
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The role of phenology in crop yield prediction: Comparison of ground-based phenology and remotely sensed phenology
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2025, 卷号: 361, 页码: 14
作者:
Pei, Jie
;
Tan, Shaofeng
;
Zou, Yaopeng
;
Liao, Chunhua
;
He, Yinan
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/03/03
Crop yield prediction
Remote sensing
Machine learning
Temporal windows
Food security
Transboundary Impacts of NO2 on Soil Nitrogen Fixation and Their Effects on Crop Yields in China
期刊论文
OAI收割
AGRICULTURE-BASEL, 2025, 卷号: 15, 期号: 2, 页码: 208
作者:
Xie, Jinhui
;
Yu, Peiheng
;
Deng, Xiangzheng
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/02/24
total nitrogen content
nitrogen cycle
transboundary impact
nitrogen fixation
yield prediction model
Transboundary Impacts of NO
2
on Soil Nitrogen Fixation and Their Effects on Crop Yields in China
期刊论文
OAI收割
AGRICULTURE-BASEL, 2025, 卷号: 15, 期号: 2, 页码: 24
作者:
Xie, Jinhui
;
Yu, Peiheng
;
Deng, Xiangzheng
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/03/31
total nitrogen content
nitrogen cycle
transboundary impact
nitrogen fixation
yield prediction model
In-season maize yield prediction in Northeast China: The phase-dependent benefits of assimilating climate forecast and satellite observations
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2024, 卷号: 358, 页码: 110242
作者:
Lu, Chenxi
;
Leng, Guoyong
;
Liao, Xiaoyong
;
Tu, Haiyang
;
Qiu, Jiali
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/10/21
In-season maize yield prediction
Seasonal climate forecasts
Satellite-based vegetation index
Random forest
Northeast China
Machine learning versus crop growth models: an ally, not a rival
期刊论文
OAI收割
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:14/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 21
作者:
Liu, Yuanyuan
;
Wang, Shaoqiang
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Xiaobo
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2022/11/09
crop yield prediction
remote sensing
deep learning
feature importance
attention
Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 21
作者:
Liu, Yuanyuan
;
Wang, Shaoqiang
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Xiaobo
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/11/09
crop yield prediction
remote sensing
deep learning
feature importance
attention
Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 21
作者:
Liu, Yuanyuan
;
Wang, Shaoqiang
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Xiaobo
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/11/14
crop yield prediction
remote sensing
deep learning
feature importance
attention
Integrating climate and satellite remote sensing data for predicting county-level wheat yield in China using machine learning methods
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 卷号: 111, 页码: 11
作者:
Zhou, Weimo
;
Liu, Yujie
;
Ata-Ul-Karim, Syed Tahir
;
Ge, Quansheng
;
Li, Xing
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/09/21
Wheat yield prediction
Large scale
Climate data
Remote sensing
Artificial intelligence
Integrating climate and satellite remote sensing data for predicting county-level wheat yield in China using machine learning methods
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 卷号: 111, 页码: 11
作者:
Zhou, Weimo
;
Liu, Yujie
;
Ata-Ul-Karim, Syed Tahir
;
Ge, Quansheng
;
Li, Xing
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/09/21
Wheat yield prediction
Large scale
Climate data
Remote sensing
Artificial intelligence