Evaluating different machine learning methods for upscaling evapotranspiration from flux towers to the regional scale T Xu, Z Guo, S Liu, X He, Y Meng, Z Xu, Y Xia, J Xiao, Y Zhang, Y Ma, ... Journal of Geophysical Research: Atmospheres 123 (16), 8674-8690, 2018 | 182 | 2018 |
Mapping regional turbulent heat fluxes via variational assimilation of land surface temperature data from polar orbiting satellites T Xu, X He, SM Bateni, T Auligne, S Liu, Z Xu, J Zhou, K Mao Remote Sensing of Environment 221, 444-461, 2019 | 68 | 2019 |
Physiological and environmental control on ecosystem water use efficiency in response to drought across the northern hemisphere J Zhao, H Feng, T Xu, J Xiao, R Guerrieri, S Liu, X Wu, X He, X He Science of the Total Environment 758, 143599, 2021 | 63 | 2021 |
Responses of water use efficiency to drought in southwest China J Zhao, T Xu, J Xiao, S Liu, K Mao, L Song, Y Yao, X He, H Feng Remote Sensing 12 (1), 199, 2020 | 51 | 2020 |
Exploring evapotranspiration changes in a typical endorheic basin through the integrated observatory network Z Xu, S Liu, Z Zhu, J Zhou, W Shi, T Xu, X Yang, Y Zhang, X He Agricultural and Forest Meteorology 290, 108010, 2020 | 40 | 2020 |
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China Y Qu, Z Zhu, C Montzka, L Chai, S Liu, Y Ge, J Liu, Z Lu, X He, J Zheng, ... Journal of hydrology 592, 125616, 2021 | 34 | 2021 |
A Bayesian three-cornered hat (BTCH) method: improving the terrestrial evapotranspiration estimation X He, T Xu, Y Xia, SM Bateni, Z Guo, S Liu, K Mao, Y Zhang, H Feng, ... Remote Sensing 12 (5), 878, 2020 | 30 | 2020 |
Mapping regional evapotranspiration in cloudy skies via variational assimilation of all-weather land surface temperature observations X He, T Xu, SM Bateni, M Ek, S Liu, F Chen Journal of hydrology 585, 124790, 2020 | 26 | 2020 |
Improve the performance of the Noah‐MP‐Crop model by jointly assimilating soil moisture and vegetation phenology data T Xu, F Chen, X He, M Barlage, Z Zhang, S Liu, X He Journal of Advances in Modeling Earth Systems 13 (7), e2020MS002394, 2021 | 23 | 2021 |
Improving predictions of evapotranspiration by integrating multi-source observations and land surface model X He, S Liu, T Xu, K Yu, P Gentine, Z Zhang, Z Xu, D Jiao, D Wu Agricultural Water Management 272, 107827, 2022 | 18 | 2022 |
Upscaling evapotranspiration from a single-site to satellite pixel scale X Li, S Liu, X Yang, Y Ma, X He, Z Xu, T Xu, L Song, Y Zhang, X Hu, Q Ju, ... Remote Sensing 13 (20), 4072, 2021 | 16 | 2021 |
Evaluation of the weak constraint data assimilation approach for estimating turbulent heat fluxes at six sites X He, T Xu, SM Bateni, CMU Neale, T Auligne, S Liu, K Wang, K Mao, ... Remote Sensing 10 (12), 1994, 2018 | 15 | 2018 |
Modeling transpiration with sun-induced chlorophyll fluorescence observations via carbon-water coupling methods H Feng, T Xu, L Liu, S Zhou, J Zhao, S Liu, Z Xu, K Mao, X He, Z Zhu, ... Remote Sensing 13 (4), 804, 2021 | 13 | 2021 |
Mapping regional turbulent heat fluxes via assimilation of MODIS land surface temperature data into an Ensemble Kalman smoother framework X He, T Xu, SM Bateni, CMU Neale, S Liu, T Auligne, K Wang, S Zhu Earth and Space Science 6 (12), 2423-2442, 2019 | 11 | 2019 |
Integrated validation of coarse remotely sensed evapotranspiration products over heterogeneous land surfaces Y Zhang, S Liu, L Song, X Li, Z Jia, T Xu, Z Xu, Y Ma, J Zhou, X Yang, ... Remote Sensing 14 (14), 3467, 2022 | 8 | 2022 |
Estimation of turbulent heat fluxes and gross primary productivity by assimilating land surface temperature and leaf area index X He, T Xu, SM Bateni, SJ Ki, J Xiao, S Liu, L Song, X He Water Resources Research 57 (11), e2020WR028224, 2021 | 7 | 2021 |
Evaluation of the intrinsic temperature sensitivity of ecosystem respiration in typical ecosystems of an endorheic river basin D Wu, S Liu, X Wu, T Xu, Z Xu, X He, H Shi Agricultural and Forest Meteorology 333, 109393, 2023 | 6 | 2023 |
Improving regional climate simulations based on a hybrid data assimilation and machine learning method X He, Y Li, S Liu, T Xu, F Chen, Z Li, Z Zhang, R Liu, L Song, Z Xu, Z Peng, ... Hydrology and Earth System Sciences 27 (7), 1583-1606, 2023 | 4* | 2023 |
Reconstruction of remotely sensed daily evapotranspiration data in cloudy-sky conditions L Song, SM Bateni, Y Xu, T Xu, X He, SJ Ki, S Liu, M Ma, Y Yang Agricultural Water Management 255, 107000, 2021 | 4 | 2021 |
Divergent impacts of VPD and SWC on ecosystem carbon-water coupling under different dryness conditions C Zheng, S Wang, J Chen, N Xiang, L Sun, B Chen, Z Fu, K Zhu, X He Science of The Total Environment 905, 167007, 2023 | 3 | 2023 |