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Title: Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau

Journal Article · · Hydrology and Earth System Sciences (Online)
 [1];  [2];  [2];  [3];  [2]
  1. 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
  2. Univ. of California, Irvine, CA (United States). Dept. of Civil and Environmental Engineering
  3. Chinese Academy of Sciences (CAS), Beijing (China). Key Lab. of Water Cycle & Related Land Surface Process, Inst. of Geographic Sciences and Natural Resources Research

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.

Research Organization:
Univ. of California, Irvine, CA (United States)
Sponsoring Organization:
USDOE; National Natural Science Foundation of China (NSFC)
Grant/Contract Number:
IA0000018
OSTI ID:
1366534
Journal Information:
Hydrology and Earth System Sciences (Online), Vol. 21, Issue 1; ISSN 1607-7938
Publisher:
European Geosciences Union (EGU)Copyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 130 works
Citation information provided by
Web of Science

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Dependence of 3-month Standardized Precipitation-Evapotranspiration Index dryness/wetness sensitivity on climatological precipitation over southwest China journal July 2018
Spatiotemporal assessment of the PERSIANN family of satellite precipitation data over Fars Province, Iran journal May 2019
Evaluating the Performance of CHIRPS Satellite Rainfall Data for Streamflow Forecasting journal August 2019
Regional and Global Land Data Assimilation Systems: Innovations, Challenges, and Prospects journal April 2019
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
Spatiotemporal Changes in Extreme Temperature and Precipitation Events in the Three-Rivers Headwater Region, China journal June 2018
On the Attribution of Changing Reference Evapotranspiration in a Coastal Area of China journal January 2018
Hydrologic Evaluation of Multi-Source Satellite Precipitation Products for the Upper Huaihe River Basin, China journal May 2018
Evaluation of Five Satellite-Based Precipitation Products in Two Gauge-Scarce Basins on the Tibetan Plateau journal August 2018
Evaluation and Hydrologic Validation of Three Satellite-Based Precipitation Products in the Upper Catchment of the Red River Basin, China journal November 2018
Suitability of Satellite-Based Precipitation Products for Water Balance Simulations Using Multiple Observations in a Humid Catchment journal January 2019
Flood Inundation Mapping of the Sparsely Gauged Large-Scale Brahmaputra Basin Using Remote Sensing Products journal March 2019
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
Reliability of Gridded Precipitation Products in the Yellow River Basin, China journal January 2020
Applications of Satellite-Based Rainfall Estimates in Flood Inundation Modeling—A Case Study in Mundeni Aru River Basin, Sri Lanka journal September 2017
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
Does the Complexity of Evapotranspiration and Hydrological Models Enhance Robustness? journal August 2018
A Hydroclimatological Analysis of Precipitation in the Ganges–Brahmaputra–Meghna River Basin journal September 2018
Evaluation of Various Precipitation Products Using Ground-Based Discharge Observation at the Nujiang River Basin, China journal November 2019
Variation of Aridity Index and the Role of Climate Variables in the Southwest China journal September 2017
Investigating water budget dynamics in 18 river basins across the Tibetan Plateau through multiple datasets journal January 2018
The PERSIANN family of global satellite precipitation data: a review and evaluation of products journal January 2018
Predicting floods in a large karst river basin by coupling PERSIANN-CCS QPEs with a physically based distributed hydrological model journal January 2019
Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau journal January 2017
Investigation of Runoff and Sediment Yields Under Different Crop and Tillage Conditions by Field Artificial Rainfall Experiments journal May 2019
Evaluation of Open Access Precipitation and Temperature Products Using SWAT in Shiyang River Basin, Northwest China preprint March 2020
Using Multiple Monthly Water Balance Models to Evaluate Gridded Precipitation Products over Peninsular Spain journal June 2018