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Siyuan Tian
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Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges
B Li, M Rodell, S Kumar, HK Beaudoing, A Getirana, BF Zaitchik, ...
Water Resources Research 55 (9), 7564-7586, 2019
3312019
Improved water balance component estimates through joint assimilation of GRACE water storage and SMOS soil moisture retrievals
S Tian, P Tregoning, LJ Renzullo, AIJM Van Dijk, JP Walker, ...
Water Resources Research 53 (3), 1820-1840, 2017
1352017
Monitoring agricultural drought in Australia using MTSAT-2 land surface temperature retrievals
T Hu, LJ Renzullo, AIJM van Dijk, J He, S Tian, Z Xu, J Zhou, T Liu, Q Liu
Remote Sensing of Environment 236, 111419, 2020
902020
Airborne multi-temporal L-band polarimetric SAR data for biomass estimation in semi-arid forests
MA Tanase, R Panciera, K Lowell, S Tian, JM Hacker, JP Walker
Remote Sensing of Environment 145, 93-104, 2014
772014
Evaluation of groundwater storage variations estimated from GRACE data assimilation and state-of-the-art land surface models in Australia and the North China Plain
N Tangdamrongsub, SC Han, S Tian, H Müller Schmied, EH Sutanudjaja, ...
Remote Sensing 10 (3), 483, 2018
632018
Forecasting dryland vegetation condition months in advance through satellite data assimilation
S Tian, AIJM Van Dijk, P Tregoning, LJ Renzullo
Nature Communications 10 (1), 469, 2019
54*2019
Global joint assimilation of GRACE and SMOS for improved estimation of root-zone soil moisture and vegetation response
S Tian, LJ Renzullo, AIJM Van Dijk, P Tregoning, JP Walker
Hydrology and Earth System Sciences 23 (2), 1067-1081, 2019
472019
Sensitivity of L-band radar backscatter to forest biomass in semiarid environments: a comparative analysis of parametric and nonparametric models
MA Tanase, R Panciera, K Lowell, S Tian, A Garcia-Martin, JP Walker
IEEE Transactions on Geoscience and Remote Sensing 52 (8), 4671-4685, 2013
372013
Reconstruction of continuous GRACE/GRACE-FO terrestrial water storage anomalies based on time series decomposition
X Yang, S Tian, W You, Z Jiang
Journal of Hydrology 603, 127018, 2021
362021
On agricultural drought monitoring in Australia using Himawari-8 geostationary thermal infrared observations
T Hu, AIJM van Dijk, LJ Renzullo, Z Xu, J He, S Tian, J Zhou, H Li
International Journal of Applied Earth Observation and Geoinformation 91, 102153, 2020
332020
Spatio-temporal evaluation of water storage trends from hydrological models over Australia using GRACE mascon solutions
X Yang, S Tian, W Feng, J Ran, W You, Z Jiang, X Gong
Remote Sensing 12 (21), 3578, 2020
312020
Satellite soil moisture data assimilation for improved operational continental water balance prediction
S Tian, LJ Renzullo, RC Pipunic, J Lerat, W Sharples, C Donnelly
Hydrology and Earth System Sciences 25 (8), 4567-4584, 2021
192021
Generating daily 100 m resolution land surface temperature estimates continentally using an unbiased spatiotemporal fusion approach
Y Yu, LJ Renzullo, TR McVicar, BP Malone, S Tian
Remote Sensing of Environment 297, 113784, 2023
162023
Improving understanding of spatiotemporal water storage changes over China based on multiple datasets
W Yin, S Yang, L Hu, S Tian, X Wang, R Zhao, P Li
Journal of Hydrology 612, 128098, 2022
152022
Forest biomass estimation using radar and LiDAR synergies
S Tian, MA Tanase, R Panciera, J Hacker, K Lowell
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 2145 …, 2013
82013
Continental scale downscaling of AWRA-L analysed soil moisture using random forest regression
Y Yu, L Renzullo, S Tian
Modelling and Simulation Society of Australia and New Zealand (MSSANZ), 2021
32021
A Two‐Step Linear Model to Fill the Data Gap Between GRACE and GRACE‐FO Terrestrial Water Storage Anomalies
X Yang, W You, S Tian, Z Jiang, X Wan
Water Resources Research 59 (11), e2022WR034139, 2023
22023
Preliminary assessment of regional moderate-resolution atmospheric reanalysis for Australia
CH Su, S Rennie, J Torrance, I Dharssi, S Tian, E Howard, A Pepler, ...
Tech. rep., Australian Bureau of Meteorology, ISSN 206-3366, 2023. a, b, 2023
22023
Spatio‐temporal model variance‐covariance approach to assimilating streamflow observations into a distributed landscape water balance model
S Tian, LJ Renzullo, J Lerat, RC Pipunic
Water Resources Research 58 (4), e2021WR031649, 2022
22022
Skill and lead time of vegetation drought impact forecasts based on soil moisture observations
Y Li, AIJM van Dijk, S Tian, LJ Renzullo
Journal of Hydrology 620, 129420, 2023
12023
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