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Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 21
作者:
Liu, Yuanyuan
;
Wang, Shaoqiang
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Xiaobo
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浏览/下载:14/0
  |  
提交时间:2022/11/14
crop yield prediction
remote sensing
deep learning
feature importance
attention
Combining QTL mapping and gene co-expression network analysis for prediction of candidate genes and molecular network related to yield in wheat
期刊论文
BMC PLANT BIOLOGY, 2022, 卷号: 22, 期号: 1
作者:
Wei, Jun
;
Fang, Yu
;
Jiang, Hao
;
Wu, Xing-ting
;
Zuo, Jing-hong
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Grain size
Pre-harvest sprouting
Seed dormancy
Seed vigor
Spike length
WGCNA
Wheat
The Long-Term Effects of Using Phosphate-Solubilizing Bacteria and Photosynthetic Bacteria as Biofertilizers on Peanut Yield and Soil Bacteria Community
期刊论文
FRONTIERS IN MICROBIOLOGY, 2021, 卷号: 12, 页码: 14
作者:
Wang, Yiming
;
Peng, Shuang
;
Hua, Qingqing
;
Qiu, Chongwen
;
Wu, Pan
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/07
phosphate solubilizing bacteria
purple non-sulfur bacteria
peanut yield
bacteria community
soil microbial P-transformation
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
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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:74/0
  |  
提交时间:2021/03/15
Early mature rice
Machine learning (ML) methods
Multiple linear regression (MLR)
Rice yield prediction
Phenology
Predictive Modelling of Sugar Release from Blended Garden Wastes in a Microwave-Assisted Hot Water Process
期刊论文
WASTE AND BIOMASS VALORIZATION, 2020, 页码: 10
作者:
Bai, Ruxue
;
Wang, Wen
;
Yu, Qiang
;
Zhang, Qinghua
;
Kong, Xiaoying
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  |  
浏览/下载:8/0
  |  
提交时间:2021/10/22
Garden waste
Microwave-assisted hot water
Pretreatment
Blending biomass
Combining Optical, Fluorescence, Thermal Satellite, and Environmental Data to Predict County-Level Maize Yield in China Using Machine Learning Approaches
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 1, 页码: 20
作者:
Zhang, Liangliang
;
Zhang, Zhao
;
Luo, Yuchuan
;
Cao, Juan
;
Tao, Fulu
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  |  
浏览/下载:11/0
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提交时间:2020/05/19
maize
yield prediction
EVI
SIF
LST
machine learning
LSTM
Improving rice development and phenology prediction across contrasting climate zones of China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 268, 页码: 224-233
作者:
Zhang, Shuai
;
Tao, Fulu
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2019/05/22
Rice model
Extreme temperature
Rice development rate
Uncertainty
Crop model improvement
Insect Detection and Classification Based on an Improved Convolutional Neural Network
期刊论文
SENSORS, 2018, 卷号: 18, 期号: 12, 页码: 12
作者:
Xia, Denan
;
Chen, Peng
;
Wang, Bing
;
Zhang, Jun
;
Xie, Chengjun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/03/31
convolutional neural network
insect detection
field crops
region proposal network
VGG19
Identification of the most limiting factor for rice yield using soil data collected before planting and during the reproductive stage
期刊论文
Land Degradation & Development, 2018, 卷号: 29, 期号: 8, 页码: 2310-2320
作者:
M. M. Wang, P. Rengasamy, Z. C. Wang, F. Yang, H. Y. Ma, L. H. Huang, M. Liu, H. Y. Yang, J. P. Li, F. H. An, Y. Y. Li, X. L. Liu and Z. W. Liang
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/02
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