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地理科学与资源研究... [10]
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期刊论文 [6]
SCI/SSCI论文 [3]
会议论文 [1]
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2021 [2]
2020 [1]
2019 [1]
2017 [1]
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专题:地理科学与资源研究所
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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
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
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2021/03/15
Early mature rice
Machine learning (ML) methods
Multiple linear regression (MLR)
Rice yield prediction
Phenology
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
收藏
  |  
浏览/下载:11/0
  |  
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
Causes of variation among rice models in yield response to CO2 examined with Free-Air CO2 Enrichment and growth chamber experiments
期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 页码: 13
作者:
Hasegawa, Toshihiro
;
Li, Tao
;
Yin, Xinyou
;
Zhu, Yan
;
Boote, Kenneth
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2019/09/25
Evaluation of farmland losses from sea level rise and storm surges in the Pearl River Delta region under global climate change
SCI/SSCI论文
2016
作者:
Kang L.
;
Ma, L.
;
Liu, Y.
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2017/11/09
sea level rise
storm surge
submerged farmland
loss of farmland
Pearl
River Delta
vulnerability
evaluationoffarmlandlossesfromsealevelriseandstormsurgesinthepearlriverdeltaregionunderglobalclimatechange
期刊论文
journalofgeographicalsciences, 2016, 卷号: 26, 期号: 4, 页码: 439
作者:
Kang Lei
;
Ma Li
;
Liu Yi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/03/23
Uncertainties in predicting rice yield by current crop models under a wide range of climatic conditions
SCI/SSCI论文
2015
作者:
Li T.
;
Hasegawa, T.
;
Yin, X. Y.
;
Zhu, Y.
;
Boote, K.
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2015/12/09
AgMIP
climate change
crop-model ensembles
Oryza sativa
yield
prediction uncertainty
air co2 enrichment
high-temperature stress
elevated co2
spikelet
fertility
night temperature
carbon-dioxide
growth
sterility
face
productivity
Calibration and validation of SIMRIW in major rice production regions in China
会议论文
2012 IEEE 4th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications, PMA 2012, October 31, 2012 - November 3, 2012, Shanghai, China
作者:
Tao Fulu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2014/12/30
Computer simulation
Biology
Climate change
Crops
Visualization
Impacts of climate change on winter wheat growth in Panzhuang Irrigation District, Shandong Province
SCI/SSCI论文
2010
Liu Y. J.
;
Yuan G. F.
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2012/06/08
climate change
irrigation district
winter wheat
water use efficiency
ceres-wheat
change scenarios
model
china
yields
simulation
rice
productivity
responses
scale
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