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Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Multimodel-based analyses of evapotranspiration and its controls in China over the last three decades
期刊论文
ECOHYDROLOGY, 2020, 页码: 13
作者:
Sun, Shaobo
;
Song, Zhaoliang
;
Chen, Xi
;
Wang, Tiejun
;
Zhang, Yonggen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/05/19
climate change
evapotranspiration (ET)
greening
land surface model
Tibetan Plateau
warming
An increasing trend in the ratio of transpiration to total terrestrial evapotranspiration in China from 1982 to 2015 caused by greening and warming
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 279, 页码: 12
作者:
Niu, Zhongen
;
He, Honglin
;
Zhu, Gaofeng
;
Ren, Xiaoli
;
Zhang, Li
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/05/19
Transpiration to total terrestrial evapotranspiration ratio (T/ET)
Greening
Climate warming
Model-data fusion
PT-JPL model
Terrestrial ecosystem of China
Multi-Temporal Variabilities of Evapotranspiration Rates and Their Associations with Climate Change and Vegetation Greening in the Gan River Basin, China
期刊论文
WATER, 2019, 卷号: 11, 期号: 12, 页码: 25
作者:
Bai, Meng
;
Shen, Bing
;
Song, Xiaoyu
;
Mo, Shuhong
;
Huang, Lingmei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/05/19
evapotranspiration
LAI
process-based ET model
sensitivity analysis
Poyang Lake basin
Estimation and analysis of the ratio of transpiration to evapotranspiration in forest ecosystems along the North-South Transect of East China
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2019, 卷号: 29, 期号: 11, 页码: 1807-1822
作者:
Ren Xiaoli
;
Lu Qianqian
;
He Honglin
;
Zhang Li
;
Niu Zhongen
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
The North-South Transect of East China (NSTEC)
forest ecosystems
ratio of transpiration to evapotranspiration (T/ET)
water use efficiency (WUE)
An increasing trend in the ratio of transpiration to total terrestrial evapotranspiration in China from 1982 to 2015 caused by greening and warming
期刊论文
Agricultural and Forest Meteorology, 2019, 卷号: Vol.279
作者:
Niu, Z.
;
He, H.
;
Zhu, G.
;
Ren, X.
;
Zhang, L.
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  |  
浏览/下载:4/0
  |  
提交时间:2019/11/21
Climate warming
Greening
Model-data fusion
PT-JPL model
Terrestrial ecosystem of China
Transpiration to total terrestrial evapotranspiration ratio (T/ET)
Water and carbon dioxide exchange of an alpine meadow ecosystem in the northeastern Tibetan Plateau is energy-limited
期刊论文
Agricultural and Forest Meteorology, 2019, 卷号: Vol.275, 页码: 283-295
作者:
Sun, S.
;
Che, T.
;
Li, H.
;
Wang, T.
;
Ma, C.
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/11/21
Alpine meadow ecosystem
Ecosystem respiration
Eddy covariance
Evapotranspiration (ET)
Gross primary productivity (GPP)
Net ecosystem CO2 exchange (NEE)
A hierarchical Bayesian approach for multi-site optimization of a satellite-based evapotranspiration model
期刊论文
HYDROLOGICAL PROCESSES, 2018, 卷号: 32, 期号: 26, 页码: 3907-3923
作者:
Su, Yonghong
;
Feng, Qi
;
Zhu, Gaofeng
;
Gu, Chunjie
;
Wang, Yunquan
收藏
  |  
浏览/下载:268/0
  |  
提交时间:2019/10/09
differential evolution Markov chain algorithm
evaporation
evapotranspiration
hierarchical Bayesian method
process-based ET model
transpiration
Spatio-temporal variations in water use efficiency and its drivers in China over the last three decades
期刊论文
ECOLOGICAL INDICATORS, 2018, 卷号: 94, 页码: 292-304
作者:
Sun, Shaobo
;
Song, Zhaoliang
;
Wu, Xiuchen
;
Wang, Tiejun
;
Wu, Yuntao
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/05/23
Water use efficiency (WUE)
Process-based model
Gross primary productivity (GPP)
Evapotranspiration (ET)
Inter-annual variation
Global Land Surface Evapotranspiration Estimation From Meteorological and Satellite Data Using the Support Vector Machine and Semiempirical Algorithm
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 卷号: 11, 期号: 2, 页码: 513-521
作者:
Liu, Meng
;
Tang, Ronglin
;
Li, Zhao-Liang
;
Yao, Yunjun
;
Yan, Guangjian
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/05/30
Evapotranspiration (ET)
support vector machine (SVM)
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