Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau
Abstract
On the Tibetan Plateau, the limited ground-based rainfall information owing to a harsh environment has brought great challenges to hydrological studies. Satellite-based rainfall products, which allow for a better coverage than both radar network and rain gauges on the Tibetan Plateau, can be suitable alternatives for studies on investigating the hydrological processes and climate change. In this study, a newly developed daily satellite-based precipitation product, termed Precipitation Estimation from Remotely Sensed Information Using Artificial Neural Networks $$-$$ Climate Data Record (PERSIANN-CDR), is used as input for a hydrologic model to simulate streamflow in the upper Yellow and Yangtze River basins on the Tibetan Plateau. The results show that the simulated streamflows using PERSIANN-CDR precipitation and the Global Land Data Assimilation System (GLDAS) precipitation are closer to observation than that using limited gauge-based precipitation interpolation in the upper Yangtze River basin. The simulated streamflow using gauge-based precipitation are higher than the streamflow observation during the wet season. In the upper Yellow River basin, gauge-based precipitation, GLDAS precipitation, and PERSIANN-CDR precipitation have similar good performance in simulating streamflow. Finally, the evaluation of streamflow simulation capability in this study partly indicates that the PERSIANN-CDR rainfall product has good potential to be a reliablemore »
- Authors:
-
- Chinese Academy of Sciences (CAS), Beijing (China). Key Lab. of Water Cycle & Related Land Surface Process, Inst. of Geographic Sciences and Natural Resources Research; Univ. of California, Irvine, CA (United States). Dept. of Civil and Environmental Engineering
- Univ. of California, Irvine, CA (United States). Dept. of Civil and Environmental Engineering
- Chinese Academy of Sciences (CAS), Beijing (China). Key Lab. of Water Cycle & Related Land Surface Process, Inst. of Geographic Sciences and Natural Resources Research
- Publication Date:
- Research Org.:
- Univ. of California, Irvine, CA (United States)
- Sponsoring Org.:
- USDOE; National Natural Science Foundation of China (NSFC)
- OSTI Identifier:
- 1366534
- Grant/Contract Number:
- IA0000018
- Resource Type:
- Journal Article: Accepted Manuscript
- Journal Name:
- Hydrology and Earth System Sciences (Online)
- Additional Journal Information:
- Journal Volume: 21; Journal Issue: 1; Journal ID: ISSN 1607-7938
- Publisher:
- European Geosciences Union (EGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES
Citation Formats
Liu, Xiaomang, Yang, Tiantian, Hsu, Koulin, Liu, Changming, and Sorooshian, Soroosh. Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau. United States: N. p., 2017.
Web. doi:10.5194/hess-21-169-2017.
Liu, Xiaomang, Yang, Tiantian, Hsu, Koulin, Liu, Changming, & Sorooshian, Soroosh. Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau. United States. https://doi.org/10.5194/hess-21-169-2017
Liu, Xiaomang, Yang, Tiantian, Hsu, Koulin, Liu, Changming, and Sorooshian, Soroosh. 2017.
"Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau". United States. https://doi.org/10.5194/hess-21-169-2017. https://www.osti.gov/servlets/purl/1366534.
@article{osti_1366534,
title = {Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau},
author = {Liu, Xiaomang and Yang, Tiantian and Hsu, Koulin and Liu, Changming and Sorooshian, Soroosh},
abstractNote = {On the Tibetan Plateau, the limited ground-based rainfall information owing to a harsh environment has brought great challenges to hydrological studies. Satellite-based rainfall products, which allow for a better coverage than both radar network and rain gauges on the Tibetan Plateau, can be suitable alternatives for studies on investigating the hydrological processes and climate change. In this study, a newly developed daily satellite-based precipitation product, termed Precipitation Estimation from Remotely Sensed Information Using Artificial Neural Networks $-$ Climate Data Record (PERSIANN-CDR), is used as input for a hydrologic model to simulate streamflow in the upper Yellow and Yangtze River basins on the Tibetan Plateau. The results show that the simulated streamflows using PERSIANN-CDR precipitation and the Global Land Data Assimilation System (GLDAS) precipitation are closer to observation than that using limited gauge-based precipitation interpolation in the upper Yangtze River basin. The simulated streamflow using gauge-based precipitation are higher than the streamflow observation during the wet season. In the upper Yellow River basin, gauge-based precipitation, GLDAS precipitation, and PERSIANN-CDR precipitation have similar good performance in simulating streamflow. Finally, the evaluation of streamflow simulation capability in this study partly indicates that the PERSIANN-CDR rainfall product has good potential to be a reliable dataset and an alternative information source of a limited gauge network for conducting long-term hydrological and climate studies on the Tibetan Plateau.},
doi = {10.5194/hess-21-169-2017},
url = {https://www.osti.gov/biblio/1366534},
journal = {Hydrology and Earth System Sciences (Online)},
issn = {1607-7938},
number = 1,
volume = 21,
place = {United States},
year = {Tue Jan 10 00:00:00 EST 2017},
month = {Tue Jan 10 00:00:00 EST 2017}
}
Web of Science
Works referenced in this record:
The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present)
journal, December 2003
- Adler, Robert F.; Huffman, George J.; Chang, Alfred
- Journal of Hydrometeorology, Vol. 4, Issue 6
Adequacy of satellite derived rainfall data for stream flow modeling
journal, May 2007
- Artan, Guleid; Gadain, Hussein; Smith, Jodie L.
- Natural Hazards, Vol. 43, Issue 2
PERSIANN-CDR: Daily Precipitation Climate Data Record from Multisatellite Observations for Hydrological and Climate Studies
journal, January 2015
- Ashouri, Hamed; Hsu, Kuo-Lin; Sorooshian, Soroosh
- Bulletin of the American Meteorological Society, Vol. 96, Issue 1
Evaluation of High-Resolution Satellite Rainfall Products through Streamflow Simulation in a Hydrological Modeling of a Small Mountainous Watershed in Ethiopia
journal, February 2012
- Bitew, Menberu M.; Gebremichael, Mekonnen; Ghebremichael, Lula T.
- Journal of Hydrometeorology, Vol. 13, Issue 1
Effective and efficient global optimization for conceptual rainfall-runoff models
journal, April 1992
- Duan, Qingyun; Sorooshian, Soroosh; Gupta, Vijai
- Water Resources Research, Vol. 28, Issue 4
Spatial interpolation of precipitation in a dense gauge network for monsoon storm events in the southwestern United States: MONSOON RAINFALL INTERPOLATION
journal, March 2008
- Garcia, Matthew; Peters-Lidard, Christa D.; Goodrich, David C.
- Water Resources Research, Vol. 44, Issue 5
Analysis of Multiple Precipitation Products and Preliminary Assessment of Their Impact on Global Land Data Assimilation System Land Surface States
journal, October 2005
- Gottschalck, Jon; Meng, Jesse; Rodell, Matt
- Journal of Hydrometeorology, Vol. 6, Issue 5
Reference Crop Evapotranspiration from Temperature
journal, January 1985
- George H. Hargreaves,
- Applied Engineering in Agriculture, Vol. 1, Issue 2
Temperature index melt modelling in mountain areas
journal, November 2003
- Hock, Regine
- Journal of Hydrology, Vol. 282, Issue 1-4
Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations
journal, February 2001
- Huffman, George J.; Adler, Robert F.; Morrissey, Mark M.
- Journal of Hydrometeorology, Vol. 2, Issue 1
Hydrological Impacts of Climate Change Simulated by HIMS Models in the Luanhe River Basin, North China
journal, November 2014
- Jiang, Yan; Liu, Changming; Li, Xuyong
- Water Resources Management, Vol. 29, Issue 4
CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution
journal, June 2004
- Joyce, Robert J.; Janowiak, John E.; Arkin, Phillip A.
- Journal of Hydrometeorology, Vol. 5, Issue 3
Status of satellite precipitation retrievals
journal, January 2011
- Kidd, C.; Levizzani, V.
- Hydrology and Earth System Sciences, Vol. 15, Issue 4
Scientific data stewardship of international satellite cloud climatology project B1 global geostationary observations
journal, January 2008
- Knapp, Kenneth R.
- Journal of Applied Remote Sensing, Vol. 2, Issue 1
Geostatistical interpolation of daily rainfall at catchment scale: the use of several variogram models in the Ourthe and Ambleve catchments, Belgium
journal, January 2011
- Ly, S.; Charles, C.; Degré, A.
- Hydrology and Earth System Sciences, Vol. 15, Issue 7
Recent changes of water discharge and sediment load in the Yellow River basin, China
journal, July 2010
- Chiyuan Miao, ; Borthwick, Alistair G. L.
- Progress in Physical Geography: Earth and Environment, Vol. 34, Issue 4
A preliminary estimate of human and natural contributions to the changes in water discharge and sediment load in the Yellow River
journal, April 2011
- Miao, Chiyuan; Ni, Jinren; Borthwick, Alistair G. L.
- Global and Planetary Change, Vol. 76, Issue 3-4
Evaluation of the PERSIANN-CDR Daily Rainfall Estimates in Capturing the Behavior of Extreme Precipitation Events over China
journal, June 2015
- Miao, Chiyuan; Ashouri, Hamed; Hsu, Kuo-Lin
- Journal of Hydrometeorology, Vol. 16, Issue 3
Spatial interpolation of climatic Normals: test of a new method in the Canadian boreal forest
journal, December 1998
- Nalder, Ian A.; Wein, Ross W.
- Agricultural and Forest Meteorology, Vol. 92, Issue 4
River flow forecasting through conceptual models part I — A discussion of principles
journal, April 1970
- Nash, J. E.; Sutcliffe, J. V.
- Journal of Hydrology, Vol. 10, Issue 3
The Global Land Data Assimilation System
journal, March 2004
- Rodell, M.; Houser, P. R.; Jambor, U.
- Bulletin of the American Meteorological Society, Vol. 85, Issue 3
A Drought Monitoring and Forecasting System for Sub-Sahara African Water Resources and Food Security
journal, June 2014
- Sheffield, Justin; Wood, Eric F.; Chaney, Nathaniel
- Bulletin of the American Meteorological Society, Vol. 95, Issue 6
Evaluation of PERSIANN System Satellite–Based Estimates of Tropical Rainfall
journal, September 2000
- Sorooshian, Soroosh; Hsu, Kuo-Lin; Gao, Xiaogang
- Bulletin of the American Meteorological Society, Vol. 81, Issue 9
Advancing the Remote Sensing of Precipitation
journal, October 2011
- Sorooshian, Soroosh; AghaKouchak, Amir; Arkin, Phillip
- Bulletin of the American Meteorological Society, Vol. 92, Issue 10
Potential Utility of the Real-Time TMPA-RT Precipitation Estimates in Streamflow Prediction
journal, June 2011
- Su, Fengge; Gao, Huilin; Huffman, George J.
- Journal of Hydrometeorology, Vol. 12, Issue 3
Evaluation of satellite precipitation retrievals and their potential utilities in hydrologic modeling over the Tibetan Plateau
journal, November 2014
- Tong, Kai; Su, Fengge; Yang, Daqing
- Journal of Hydrology, Vol. 519
Toward improved characterization of remotely sensed precipitation regimes with MODIS/AMSR-E blended data techniques
journal, May 2005
- Turk, F. J.; Miller, S. D.
- IEEE Transactions on Geoscience and Remote Sensing, Vol. 43, Issue 5
Evaluation and application of a fine-resolution global data set in a semiarid mesoscale river basin with a distributed biosphere hydrological model: GLDAS/NOAH EVALUATION AND APPLICATION
journal, November 2011
- Wang, Fuxing; Wang, Lei; Koike, Toshio
- Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D21
GPCP Pentad Precipitation Analyses: An Experimental Dataset Based on Gauge Observations and Satellite Estimates
journal, July 2003
- Xie, Pingping; Janowiak, John E.; Arkin, Phillip A.
- Journal of Climate, Vol. 16, Issue 13
Evaluation of evapotranspiration estimates for two river basins on the Tibetan Plateau by a water balance method
journal, June 2013
- Xue, Bao-Lin; Wang, Lei; Li, Xiuping
- Journal of Hydrology, Vol. 492
Modeling the land surface water and energy cycles of a mesoscale watershed in the central Tibetan Plateau during summer with a distributed hydrological model: WATER AND ENERGY CYCLE AT TIBET
journal, August 2013
- Xue, Bao-Lin; Wang, Lei; Yang, Kun
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 16
Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville–Thermalito complex
journal, July 2015
- Yang, Tiantian; Gao, Xiaogang; Sellars, Scott Lee
- Environmental Modelling & Software, Vol. 69
Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings
journal, July 2012
- Yao, Tandong; Thompson, Lonnie; Yang, Wei
- Nature Climate Change, Vol. 2, Issue 9
Intercomparison of Rain Gauge, Radar, and Satellite-Based Precipitation Estimates with Emphasis on Hydrologic Forecasting
journal, August 2005
- Yilmaz, Koray K.; Hogue, Terri S.; Hsu, Kuo-lin
- Journal of Hydrometeorology, Vol. 6, Issue 4
Assessment of evolving TRMM-based multisatellite real-time precipitation estimation methods and their impacts on hydrologic prediction in a high latitude basin: SATELLITE RAINFALL HYDROLOGIC EVALUATION
journal, May 2012
- Yong, Bin; Hong, Yang; Ren, Li-Liang
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D9
Discharge regime and simulation for the upstream of major rivers over Tibetan Plateau: DISCHARGE FOR THE RIVERS OVER THE TP
journal, August 2013
- Zhang, Leilei; Su, Fengge; Yang, Daqing
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 15
Combining satellite precipitation and long-term ground observations for hydrological monitoring in China: Satellite-Aided Hydrological Monitoring
journal, July 2015
- Zhang, Xuejun; Tang, Qiuhong
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 13
Observed degree-day factors and their spatial variation on glaciers in western China
journal, January 2006
- Zhang, Yong; Liu, Shiyin; Ding, Yongjian
- Annals of Glaciology, Vol. 43
Evaluation and hydrological application of precipitation estimates derived from PERSIANN-CDR, TRMM 3B42V7, and NCEP-CFSR over humid regions in China: Evaluation and Hydrological Application of Precipitation Estimates
journal, April 2016
- Zhu, Qian; Xuan, Weidong; Liu, Li
- Hydrological Processes, Vol. 30, Issue 17
Status of satellite precipitation retrievals
journal, January 2010
- Kidd, C.; Levizzani, V.
- Hydrology and Earth System Sciences Discussions, Vol. 7, Issue 5
Accelerated dryland expansion regulates future variability in dryland gross primary production
journal, April 2020
- Yao, Jingyu; Liu, Heping; Huang, Jianping
- Nature Communications, Vol. 11, Issue 1
A preliminary estimate of human and natural contributions to the changes in water discharge and sediment load in the Yellow River
journal, April 2011
- Miao, Chiyuan; Ni, Jinren; Borthwick, Alistair G. L.
- Global and Planetary Change, Vol. 76, Issue 3-4
A flood routing Muskingum type simulation and forecasting model based on level data alone
journal, July 1994
- Franchini, Marco; Lamberti, Paolo
- Water Resources Research, Vol. 30, Issue 7
Works referencing / citing this record:
Assessing reliability of precipitation data over the Mekong River Basin: A comparison of ground-based, satellite, and reanalysis datasets
journal, July 2018
- Chen, Aifang; Chen, Deliang; Azorin-Molina, Cesar
- International Journal of Climatology, Vol. 38, Issue 11
Dependence of 3-month Standardized Precipitation-Evapotranspiration Index dryness/wetness sensitivity on climatological precipitation over southwest China
journal, July 2018
- Sun, Shanlei; Chen, Haishan; Li, Jinjian
- International Journal of Climatology, Vol. 38, Issue 12
Spatiotemporal assessment of the PERSIANN family of satellite precipitation data over Fars Province, Iran
journal, May 2019
- Salmani-Dehaghi, Narjes; Samani, Nozar
- Theoretical and Applied Climatology, Vol. 138, Issue 3-4
Evaluating the Performance of CHIRPS Satellite Rainfall Data for Streamflow Forecasting
journal, August 2019
- Sulugodu, Bhuvanamitra; Deka, Paresh Chandra
- Water Resources Management, Vol. 33, Issue 11
Regional and Global Land Data Assimilation Systems: Innovations, Challenges, and Prospects
journal, April 2019
- Xia, Youlong; Hao, Zengchao; Shi, Chunxiang
- Journal of Meteorological Research, Vol. 33, Issue 2
Generation of High Mountain Precipitation and Temperature Data for a Quantitative Assessment of Flow Regime in the Upper Yarkant Basin in the Karakoram
journal, August 2018
- Kan, Baoyun; Su, Fengge; Xu, Baiqing
- Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 16
Spatiotemporal Changes in Extreme Temperature and Precipitation Events in the Three-Rivers Headwater Region, China
journal, June 2018
- Xi, Yang; Miao, Chiyuan; Wu, Jingwen
- Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 11
On the Attribution of Changing Reference Evapotranspiration in a Coastal Area of China
journal, January 2018
- Gu, Renying; Zhang, Dan; Liao, Anhua
- Atmosphere, Vol. 9, Issue 1
Hydrologic Evaluation of Multi-Source Satellite Precipitation Products for the Upper Huaihe River Basin, China
journal, May 2018
- Wu, Zhiyong; Xu, Zhengguang; Wang, Fang
- Remote Sensing, Vol. 10, Issue 6
Evaluation of Five Satellite-Based Precipitation Products in Two Gauge-Scarce Basins on the Tibetan Plateau
journal, August 2018
- Bai, Peng; Liu, Xiaomang
- Remote Sensing, Vol. 10, Issue 8
Evaluation and Hydrologic Validation of Three Satellite-Based Precipitation Products in the Upper Catchment of the Red River Basin, China
journal, November 2018
- Zhang, Yueyuan; Li, Yungang; Ji, Xuan
- Remote Sensing, Vol. 10, Issue 12
Suitability of Satellite-Based Precipitation Products for Water Balance Simulations Using Multiple Observations in a Humid Catchment
journal, January 2019
- Zhang, Dan; Liu, Xiaomang; Bai, Peng
- Remote Sensing, Vol. 11, Issue 2
Flood Inundation Mapping of the Sparsely Gauged Large-Scale Brahmaputra Basin Using Remote Sensing Products
journal, March 2019
- Bhattacharya, Biswa; Mazzoleni, Maurizio; Ugay, Reyne
- Remote Sensing, Vol. 11, Issue 5
Evaluation of PERSIANN-CDR Constructed Using GPCP V2.2 and V2.3 and A Comparison with TRMM 3B42 V7 and CPC Unified Gauge-Based Analysis in Global Scale
journal, November 2019
- Sadeghi, Mojtaba; Akbari Asanjan, Ata; Faridzad, Mohammad
- Remote Sensing, Vol. 11, Issue 23
Reliability of Gridded Precipitation Products in the Yellow River Basin, China
journal, January 2020
- Yang, Yanfen; Wu, Jing; Bai, Lei
- Remote Sensing, Vol. 12, Issue 3
Applications of Satellite-Based Rainfall Estimates in Flood Inundation Modeling—A Case Study in Mundeni Aru River Basin, Sri Lanka
journal, September 2017
- Yoshimoto, Shuhei; Amarnath, Giriraj
- Remote Sensing, Vol. 9, Issue 10
Evaluating the Applicability of Four Latest Satellite–Gauge Combined Precipitation Estimates for Extreme Precipitation and Streamflow Predictions over the Upper Yellow River Basins in China
journal, November 2017
- Su, Jianbin; Lü, Haishen; Wang, Jianqun
- Remote Sensing, Vol. 9, Issue 11
Does the Complexity of Evapotranspiration and Hydrological Models Enhance Robustness?
journal, August 2018
- Birhanu, Dereje; Kim, Hyeonjun; Jang, Cheolhee
- Sustainability, Vol. 10, Issue 8
A Hydroclimatological Analysis of Precipitation in the Ganges–Brahmaputra–Meghna River Basin
journal, September 2018
- Curtis, Scott; Crawford, Thomas; Rahman, Munshi
- Water, Vol. 10, Issue 10
Evaluation of Various Precipitation Products Using Ground-Based Discharge Observation at the Nujiang River Basin, China
journal, November 2019
- Mao, Renjie; Wang, Lei; Zhou, Jing
- Water, Vol. 11, Issue 11
Variation of Aridity Index and the Role of Climate Variables in the Southwest China
journal, September 2017
- Li, Yanzhong; Feng, Aiqing; Liu, Wenbin
- Water, Vol. 9, Issue 10
Investigating water budget dynamics in 18 river basins across the Tibetan Plateau through multiple datasets
journal, January 2018
- Liu, Wenbin; Sun, Fubao; Li, Yanzhong
- Hydrology and Earth System Sciences, Vol. 22, Issue 1
The PERSIANN family of global satellite precipitation data: a review and evaluation of products
journal, January 2018
- Nguyen, Phu; Ombadi, Mohammed; Sorooshian, Soroosh
- Hydrology and Earth System Sciences, Vol. 22, Issue 11
Predicting floods in a large karst river basin by coupling PERSIANN-CCS QPEs with a physically based distributed hydrological model
journal, January 2019
- Li, Ji; Yuan, Daoxian; Liu, Jiao
- Hydrology and Earth System Sciences, Vol. 23, Issue 3
Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau
journal, January 2017
- Alazzy, Alaa Alden; Lü, Haishen; Chen, Rensheng
- Advances in Meteorology, Vol. 2017
Investigation of Runoff and Sediment Yields Under Different Crop and Tillage Conditions by Field Artificial Rainfall Experiments
journal, May 2019
- Guo, Mengjing; Zhang, Tiegang; Li, Zhanbin
- Water, Vol. 11, Issue 5
Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau
journal, January 2017
- Alazzy, Alaa Alden; Lü, Haishen; Chen, Rensheng
- Advances in Meteorology, Vol. 2017
Evaluation of Open Access Precipitation and Temperature Products Using SWAT in Shiyang River Basin, Northwest China
preprint, March 2020
- Zhang, Gengxi; Su, Xiaoling; Ayantobo, Olusola O.
Hydrologic Evaluation of Multi-Source Satellite Precipitation Products for the Upper Huaihe River Basin, China
journal, May 2018
- Wu, Zhiyong; Xu, Zhengguang; Wang, Fang
- Remote Sensing, Vol. 10, Issue 6
Using Multiple Monthly Water Balance Models to Evaluate Gridded Precipitation Products over Peninsular Spain
journal, June 2018
- Senent-Aparicio, Javier; López-Ballesteros, Adrián; Pérez-Sánchez, Julio
- Remote Sensing, Vol. 10, Issue 6
Evaluation of Five Satellite-Based Precipitation Products in Two Gauge-Scarce Basins on the Tibetan Plateau
journal, August 2018
- Bai, Peng; Liu, Xiaomang
- Remote Sensing, Vol. 10, Issue 8
A Hydroclimatological Analysis of Precipitation in the Ganges–Brahmaputra–Meghna River Basin
journal, September 2018
- Curtis, Scott; Crawford, Thomas; Rahman, Munshi
- Water, Vol. 10, Issue 10
Investigating water budget dynamics in 18 river basins across the Tibetan Plateau through multiple datasets
journal, January 2018
- Liu, Wenbin; Sun, Fubao; Li, Yanzhong
- Hydrology and Earth System Sciences, Vol. 22, Issue 1