School of Earth System Science
Professor
Hydrological Remote Sensing
dongjianzhi@tju.edu.cn
92 Weijin Road, Bldg 16, Room 304, Nankai District, Tianjin University
300072
Professor Dong Jianzhi graduated from Delft University of Technology in the Netherlands. He has conducted extensive research on the remote sensing observation, simulation, and assimilation of large-scale terrestrial hydrological processes at the USDA-ARS Hydrology and Remote Sensing Laboratory (HRSL) in the United States and at the Massachusetts Institute of Technology (MIT). Prof. Dong is an associate editor for the leading hydrology journal Water Resources Research. He has published over 20 articles in top-tier journals including Nature Communications, Geophysical Research Letters, Remote Sensing of Environment, and Water Resources Research. His work has been featured in a special report by NASA.
The research group led by Professor Dong focuses on the hydrological responses and feedback processes under global change. Their research directions include:
1. Acquisition, uncertainty analysis, and optimal integration of large-scale (watershed, national, and global) hydrological information;
2. Simulation and assimilation of large-scale terrestrial hydrological processes;
3. Hydrological responses and land-atmosphere coupling processes under global change.
Professor Dong has developed a new generation precipitation data optimization and merging framework, the Statistical Uncertainty analysis-based Precipitation mERging framework (SUPER), published in Remote Sensing of Environment.
The paper can be accessed at: Remote Sensing of Environment.
Data can be downloaded from: www.ctrehr.com
- Doctoral degree| Delft University of Technology| Hydrology and Water Resources| 2016
- Master’s Degree| Beijing Normal University| geography| 2012
- Bachelor’s Degree| Sun Yat-sen University| geography| 2009
- Land surface modeling and data assimilation
- Land-atmosphere coupling
- Hydrological Remote Sensing
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2022.5-Now
School of Earth System Science,Tianjin University, China | Professor  -
2021.6-2022.4
Department of Civil and Environmental Engineering | Massachusetts Institute of Technology, USA  -
2017.4-2021.5
Hydrology and Remote Sensing Laboratory | United States Department of Agriculture, USA 
- Papers
- [1] Dong, Jianzhi, Xi Chen, Yuxi Li, Man Gao, Lingna Wei, Natthachet Tangdamrongsu, and Wade T. Crow. "Inter‐Basin Water Transfer Effectively Compensates for Regional Unsustainable Water Use." Water Resources Research 59, no. 12 (2023): e2023WR035129.
- [2] Feng, H., Wu, Z., Dong, J., Zhou, J., Brocca, L., & He, H. (2023). Transpiration–Soil evaporation partitioning determines inter-model differences in soil moisture and evapotranspiration coupling. Remote Sensing of Environment, 298, 113841.
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- [3] Gao, Man, Xi Chen, Shailesh Kumar Singh, Jianzhi Dong, and Lingna Wei. "A probabilistic framework for robust master recession curve parameterization." Journal of Hydrology 625 (2023): 129922.
- [4] Shao, Wei, Sijie Chen, Meijun Li, Ye Su, Junjun Ni, Jianzhi Dong, Yonggen Zhang, and Zongji Yang. "Reducing uncertainties in hydromechanical modeling with a recently developed Rosetta 3 podeotransfer function." Engineering Geology 324 (2023): 107250.
- [5] Zhou, Jianhong, Kun Yang, Wade T. Crow, Jianzhi Dong, Long Zhao, Huihui Feng, Mijun Zou, Hui Lu, Ronglin Tang, and Yaozhi Jiang. "Potential of remote sensing surface temperature-and evapotranspiration-based land-atmosphere coupling metrics for land surface model calibration." Remote Sensing of Environment 291 (2023): 113557.
- [6] Li, Xueying, Wenxin Zhang, Alex Vermeulen, Jianzhi Dong, and Zheng Duan. "Triple collocation-based merging of multi-source gridded evapotranspiration data in the Nordic Region." Agricultural and Forest Meteorology 335 (2023): 109451.
- [7] Tian, Xin, Jianzhi Dong, Shuangyan Jin, Hai He, Hao Yin, and Xi Chen. "Climate change impacts on regional agricultural irrigation water use in semi-arid environments." Agricultural Water Management 281 (2023): 108239.
- [8] Gao, Man, Xi Chen, Guangxuan Li, Jiarong Wang, and Jianzhi Dong. "Impacts of elevational variability of climate and frozen ground on streamflow in a glacierized catchment in Tibetan Plateau." Journal of Hydrology 619 (2023): 129312.
- [9] Wei, Linyong, Shanhu Jiang, Jianzhi Dong, Liliang Ren, Yi Liu, Linqi Zhang, Menghao Wang, and Zheng Duan. "Fusion of gauge-based, reanalysis, and satellite precipitation products using Bayesian model averaging approach: Determination of the influence of different input sources." Journal of Hydrology 618 (2023): 129234.
- [10] Feldman, Andrew F., Daniel J. Short Gianotti, Jianzhi Dong, Ruzbeh Akbar, Wade T. Crow, Kaighin A. McColl, Alexandra G. Konings et al. "Remotely sensed soil moisture can capture dynamics relevant to plant water uptake." Water Resources Research 59, no. 2 (2023): e2022WR033814.
- [11] Dong, Jianzhi, Ruzbeh Akbar, Andrew F. Feldman, Daniel Short Gianotti, and Dara Entekhabi. "Land Surfaces at the Tipping‐Point for Water and Energy Balance Coupling." Water Resources Research 59, no. 2 (2023): e2022WR032472.
- [12] Ma, Hongliang, Xiaojun Li, Jiangyuan Zeng, Xiang Zhang, Jianzhi Dong, Nengcheng Chen, Lei Fan et al. "An assessment of L-band surface soil moisture products from SMOS and SMAP in the tropical areas." Remote Sensing of Environment 284 (2023): 113344.
- [13] Dong, Jianzhi, Wade T. Crow, Xi Chen, Natthachet Tangdamrongsub, Man Gao, Shanlei Sun, Jianxiu Qiu, Lingna Wei, Hongkai Gao, and Zheng Duan. "Statistical uncertainty analysis-based precipitation merging (SUPER): A new framework for improved global precipitation estimation." Remote Sensing of Environment 283 (2022): 113299.
- [14] Qiu, Jianxiu, Wade T. Crow, Sheng Wang, Jianzhi Dong, Yan Li, Monica Garcia, and Wei Shangguan. "Microwave-based soil moisture improves estimates of vegetation response to drought in China." Science of The Total Environment 849 (2022): 157535.
- [15] Kumar, Sujay, Jana Kolassa, Rolf Reichle, Wade Crow, Gabrielle de Lannoy, Patricia de Rosnay, Natasha MacBean et al. "An agenda for land data assimilation priorities: Realizing the promise of terrestrial water, energy, and vegetation observations from space." Journal of Advances in Modeling Earth Systems 14, no. 11 (2022): e2022MS003259.
- [16] Wang, Yuyi, Xi Chen, Man Gao, and Jianzhi Dong. "The use of random forest to identify climate and human interference on vegetation coverage changes in southwest China." Ecological Indicators 144 (2022): 109463.
- [17] Li, Heng, Linna Chai, Wade Crow, Jianzhi Dong, Shaomin Liu, and Shaojie Zhao. "The reliability of categorical triple collocation for evaluating soil freeze/thaw datasets." Remote Sensing of Environment 281 (2022): 113240.
- [18] Zhou, Jianhong, Wade T. Crow, Zhiyong Wu, Jianzhi Dong, Hai He, and Huihui Feng. "Improving soil moisture assimilation efficiency via model calibration using SMAP surface soil moisture climatology information." Remote Sensing of Environment 280 (2022): 113161.
- [19] Feldman, Andrew F., Daniel J. Short Gianotti, Jianzhi Dong, Isabel F. Trigo, Guido D. Salvucci, and Dara Entekhabi. "Tropical surface temperature response to vegetation cover changes and the role of drylands." Global Change Biology 29, no. 1 (2023): 110-125.
- [20] Crow, Wade T., Jianzhi Dong, and Rolf H. Reichle. "Leveraging Pre‐Storm Soil Moisture Estimates for Enhanced Land Surface Model Calibration in Ungauged Hydrologic Basins." Water Resources Research 58, no. 8 (2022): e2021WR031565.
- [21] Huang, Shuzhe, Xiang Zhang, Nengcheng Chen, Hongliang Ma, Peng Fu, Jianzhi Dong, Xihui Gu et al. "A Novel Fusion Method for Generating Surface Soil Moisture Data With High Accuracy, High Spatial Resolution, and High Spatio‐Temporal Continuity." Water Resources Research 58, no. 5 (2022): e2021WR030827.
- [22] Shao, Wei, Meijun Li, Yang Wu, Xieyao Ma, Qinghai Song, Yiping Zhang, Ye Su, Junjun Ni, and Jianzhi Dong. "Identification of varied soil hydraulic properties in a seasonal tropical rainforest." Catena 212 (2022): 106104.
- [23] Dong, Jianzhi, Ruzbeh Akbar, Daniel J. Short Gianotti, Andrew F. Feldman, Wade T. Crow, and Dara Entekhabi. "Can surface soil moisture information identify evapotranspiration regime transitions?." Geophysical Research Letters 49, no. 7 (2022): e2021GL097697.
- [24] Jianzhi Dong*, Fangni Lei, Wade Crow. Land transpiration-evaporation partitioning errors responsible for modeled summertime warm bias in the central United States, Nature Communications, 13.1 (2022): 1-8.
- [25] Wade T Crow, Rolf Reichle, Jianzhi Dong. Expanding the application of soil moisture monitoring systems through regression-based transformation, Journal of Hydrometeorology, 2021, 22(10), 2601-2615.
- [26] Zheng Duan, Edward Duggan, Cheng Chen, Hongkai Gao, Jianzhi Dong, Junzhi Liu. Comparison of traditional method and triple collocation analysis for evaluation of multiple gridded precipitation products across Germany, Journal of Hydrometeorology, 2021, 22(11), 2983–2999.
- [27] Jianhong Zhou, Wade Crow, Zhiyong Wu, Jianzhi Dong, Hai He, Huihui Feng. A triple collocation-based 2D soil moisture merging methodology considering spatial and temporal non-stationary errors, Remote Sensing of Environment, 2021, 263, 112509.
- [28] Jianxiu Qiu, Jianzhi Dong, Wade Crow, Xiaohu Zhang, Rolf H. Reichle and Gabrielle J. M. De Lannoy. The added value of brightness temperature assimilation for the SMAP Level-4 surface and root-zone soil moisture analysis over mainland China, Hydrology and Earth System Sciences, 2021, 25, 1569-1586.
- [29] Jin Liu, Linna Chai, Jianzhi Dong, Donghai Zheng, J.-P. Wigneron, Shaomin Liu, Ji Zhou, TongrenXu, Shiqi Yang, Yongze Song, Yuquan Qu, Zheng Lu. Uncertainty Analysis of Eleven Multisource Soil Moisture Products in the Third Pole Environment Based on the Three-Corned Hat Method, Remote Sensing of Environment, 2021, 55, 112225.
- [30] Rolf H. Reichle, Qing Liu, Joseph V. Ardizzone, Wade T. Crow, Gabrielle J. M. De Lannoy, Jianzhi Dong, John S. Kimball, and Randal D. Koster. The Contributions of Gauge-Based Precipitation and SMAP Brightness Temperature Observations to the Skill of the SMAP Level-4 Soil Moisture Product,Journal of Hydrometeorology, 2021, 22(2), 405-424.
- [31] Jianzhi Dong*, Paul A. Dirmeyer, Fangni Lei, Martha C. Anderson, Thomas R. H. Holmes, Christopher Hain, Wade Crow. Soil evaporation stress determines soil moisture - evapotranspiration coupling strength bias in land surface modeling, Geophysical Research Letters, 2020, 47, e2020GL090391.
- [32] Jianzhi Dong*, Wade Crow, Rolf Reichle. Improving rain/no-rain detection skill by merging precipitation estimates from different sources, Journal of Hydrometeorology, 2020, 21 (10): 2419 2429.
- [33] Jianhong Zhou, Zhiyong Wu, Wade Crow, Jianzhi Dong, He Hai. Improving Spatial Patterns prior to Land Surface Data Assimilation via Model Calibration using SMAP Surface Soil Moisture Data, Water Resources Research, 2020, 56, e2020WR027770.
- [34] Hyunglok Kim, Jean-Pierre Wigneron, Sujay Kumar, Jianzhi Dong, et al. Global scale error assessments of soil moisture estimates from microwave-based active and passive satellites and land surface models over forest and mixed irrigated/dryland agriculture regions, Remote Sensing of Environment, 2020, 251 (15): 112052.
- [35] Wade Crow, Concepcion Arroyo Gomez, Joaqu´ın Mun˜oz Sabater, Thomas Holmes, Christopher R. Hain, Fangni Lei, Jianzhi Dong, et al. Soil moisture/evapotranspiration over-coupling and L-band brightness temperature assimilation: sources and forecast implications , Journal of Hydrometeorology, 2020, 21 (10): 2359 - 2374
- [36] Hongka Gao, Jianzhi Dong, Xi Chen, Huayang Cai, Zhiyong Liu, Zhihao Jin, Dehua Mao, Zongji Yang, Zheng Duan. Stepwise modeling and the importance of internal variables validation to test model realism in a data scarce glacier basin, Journal of Hydrology, 2020, 591: 125457
- [37] Jianzhi Dong*, Wade Crow, Kenneth Tobin, Michael Cosh, et al. Comparison of microwave remote sensing and land surface modeling in surface soil moisture climatology estimation, Remote Sensing of Environment, 2020, 242, 111756.
- [38] Jianzhi Dong*, Fangni Lei, Lingna Wei. Triple collocation based multi-source precipitation merging, Frontiers in Water, 2020, 2(1), doi: 10.3389/frwa.2020.00001.
- [39] Tobin Kenneth, Roberto Torres, Jianzhi Dong and Wade Crow. Long-Term Trends in Root-Zone Soil Moisture across CONUS Connected to ENSO, Remote Sensing, 2020, 12 (12), 2037.
- [40] Qiu Jianxiu, Wade Crow, Jianzhi Dong, Grey Nearing. Model representation of the coupling between evapotranspiration and soil water content at different depths, Hydrological Earth System Science, 2020, 24(20), 581–594.
- [41] Fangni Lei, Wade Crow, William Kustas, Jianzhi Dong, et al. Data assimilation of high-resolution thermal and radar remote sensing retrievals for soil moisture monitoring in a drip-irrigated vineyard, Remote sensing of environment, 2020, 239, 111622.
- [42] Yaping Xu, Lei Wang, Zhiliang Ma, Bin Li, Rudy Bartels, Cuiling Liu, Xukai Zhang, Jianzhi Dong. Spatially explicit model for statistical downscaling of satellite passive microwave soil moisture, IEEE Transactions on Geoscience and Remote Sensing, 2020, 58, 1182-1191.
- [43] Jianzhi Dong*, Lingna Wei, Xi Chen, Zheng Duan, Yang Lu. An instrument variable based algorithm for estimating cross-correlated hydrological remote sensing errors, Journal of Hydrology, 2020, 581, 124413.
- [44] Natthachet Tangdamrongsub, Shin-Chan Han, In-Young Yeo, Jianzhi Dong, Susan C. Steele-Dunne, Garry Willgoose, Jeffrey P. Walker. Multivariate data assimilation of GRACE, SMOS, SMAP measurements for improved regional soil moisture and groundwater storage estimates, Advances in Water Resources, 2020, 135, 103477.
- [45] Kenneth Tobin, Wade Crow, Jianzhi Dong, Marvin Bennett. Validation of a New Root-Zone Soil Moisture Product: Soil MERGE, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12, 3351-3365.
- [46] Jianzhi Dong*, Wade Crow, Rolf Reichle, Qing Liu, Fangni Lei and Michael H. Cosh. A global assessment of added value in the SMAP Level-4 soil moisture product relative to its baseline land surface model, Geophysical Research Letters, 2019, 46, 6604-6613.
- [47] Jianzhi Dong*, Wade Crow, Zheng Duan, Lingna Wei and Yang Lu. A double instrumental variable algorithm for geophysical product error estimation, Remote sensing of environment, 2019, 225, 217-228.
- [48] Yang Lu, Jianzhi Dong and Susan Steele-Dunne. Impact of soil moisture data resolution on soil moisture and surface heat flux estimates through data assimilation - A case study in the Southern Great Plains, Journal of Hydrometeorology, 2019, 20, 715-730.
- [49] Jianzhi Dong*, Wade Crow. L-band remote-sensing increases sampled levels of global soil moisture air temperature coupling strength, Remote sensing of environment, 2019, 220, 51-58.
- [50] Keli Zhang, Yue Yu, Jianzhi Dong, Qinke Yang, and Xianli Xu. Adapting and testing use of USLE K factor for agricultural soils in China, Agriculture Ecosystems & Environment, 2019, 269, 148 - 155.
- [51] Lingna Wei, Jianzhi Dong, Xi Chen, Wei Shao. Temporal Changes in China’s Air Temperature Distribution and Its Impact on Hot Extreme Occurrence, Atmosphere , 2019, 10(12), 748.
- [52] Jianzhi Dong*, Wade Crow. Use of satellite soil moisture to diagnosis climate model representations of European soil moisture - air temperature coupling strength, Geophysical Research Letters, 2018, 45, 884 - 891.
- [53] Jianzhi Dong*, Wade Crow. The added value of assimilating remotely sensed soil moisture for estimating summertime soil moisture - air temperature coupling strength, Water Resources Research, 2018, 54, 6072 - 6084.
- [54] Jianzhi Dong*, Wade Crow and Rajat Bindlish. The error structure of the SMAP single and dual channel soil moisture retrievals, Geophysical Research Letters, 2018, 45, 758 - 765.
- [55] Jianzhi Dong*, Wade Crow. An improved triple collocation algorithm for decomposing autocorrelated and random observation errors, Journal of Geophysical Research: Atmospheres, 2017, 122(13), 081 - 13, 094.
- [56] Jianzhi Dong*, Rosa Agliata, Susan C. Steele-Dunne, Olivier Hoes,Thom Boggaard, and Nick van de Giesen. Impacts of heating strategies on soil moisture estimation using actively heated fiber optic cables, Sensors, 2017, 17(9).
- [57] Lingna Wei, Jianzhi Dong, Man Gao and Xi Chen. Factors controlling temporal stability of surface soil moisture: A watershed-scale modeling study, Vadose Zone Journal, 2017, 16(10).
- [58] Jianzhi Dong*, Susan C. Steele-Dunne Tyson E. Ochsner, Christine Hatch, John Selker, Scott Tyler, Michael H. Cosh, and Nick van de Giesen. Mapping high resolution soil moisture and properties using distributed temperature sensing data and an adaptive particle batch smoother, 2016, Water Resources Research, 52, 7690-7710.
- [59] Yang Lu, Jianzhi Dong, Susan C. Steele-Dunne, Nick van de Giesen. Estimating surface turbulent heat fluxes from land surface temperature and soil moisture observations using the particle batch smoother, 2016, Water Resources Research, 52, 9086-9108.
- [60] Jianzhi Dong*, Susan C. Steele-Dunne, Tyson E. Ochsner, Nick van de Giesen. Determining soil moisture and soil properties in vegetated areas by assimilating soil temperatures, 2016, Water Resources Research, 52, 4280 - 4300.
- [61] Jianzhi Dong*, Susan C. Steele-Dunne, Tyson E. Ochsner, Nick van de Giesen. Estimating soil moisture and soil thermal and hydraulic properties by assimilating soil temperatures using a particle batch smoother, 2016, Advances in Water Resources, 91, 104-116.
- [62] Jianzhi Dong*, Susan C. Steele-Dunne, Tyson E. Ochsner, Nick van de Giesen. Determining soil moisture by assimilating soil temperature measurements using the ensemble Kalman filter, 2015, Advances in Water Resources, 86, 340-353.
- [63] Jianzhi Dong*, Susan C. Steele-Dunne, Jasmeet Judge, Nick van de Giesen. A particle batch smoother for soil moisture estimation using soil temperature observations, 2015, Advances in Water Resources, 83, 111-222.
- [64] Jianzhi Dong, Zhang Keli, Guo Zongling. Runoff and soil erosion from highway construction spoil deposits: A rainfall simulation study, 2012, Transportation research Part: D 17, 8–14.