Title: A New Global Storage-Area-Depth Data Set for Modeling Reservoirs in Land Surface and Earth System Models

Journal Article · · Water Resources Research

Reservoir storage-area-depth relationships are the most important factors controlling thermal stratification in reservoirs and, more broadly, the water, energy and biogeochemical dynamics in the reservoirs and subsequently their impacts on downstream rivers. However, most land surface or earth system models do not account for the gradual changes of reservoir surface area and storage with the changing depth, inhibiting a consistent and accurate representation of mass, energy and biogeochemical balances in reservoirs. Here we present a physically coherent parameterization of reservoir storage-area-depth dataset at the global scale. For each reservoir, the storage-area-depth relationships were derived from an optimal geometric shape selected iteratively from five possible regular geometric shapes that minimizes the error of total storage and surface area estimation. We applied this algorithm to 6,800 reservoirs included in the Global Reservoir and Dam database (GRanD). The relative error between the estimated and observed total storage is no more than 5% and 50% for 66% and 99% of all GRanD reservoirs, respectively. More importantly, the storage-depth profiles derived from the approximated reservoir geometry compared well with remote sensing based estimation at 40 major reservoirs from previous studies, and ground-truth measurements for 34 reservoirs in the United States and China. Furthermore, the new global reservoir storage-area-depth dataset is critical for advancing future modeling and understanding of reservoir processes and subsequent effects on the terrestrial hydrological, ecological and biogeochemical cycles at the regional and global scales.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1498742
Report Number(s):
PNNL-SA-140190
Journal Information:
Water Resources Research, Journal Name: Water Resources Research Journal Issue: 12 Vol. 54; ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (36)

Stratification dynamics in a shallow reservoir under different hydro-meteorological scenarios and operational strategies: NONWINTER STRATIFICATION DYNAMICS journal November 2013
Development of the Global Width Database for Large Rivers journal April 2014
Monitoring reservoir storage in South Asia from multisatellite remote sensing journal November 2014
Modeling stream temperature in the Anthropocene: An earth system modeling approach: MODELING STREAM TEMPERATURE IN ESM journal October 2015
New Approaches to the Modelling of Lake Basin Morphometry journal January 2007
Estimates of long-term water total phosphorus (TP) concentrations in three large shallow lakes in the Yangtze River basin, China journal November 2015
Reconstructing the Rate of Accumulation of Lake Sediment: The Effect of Sediment Focusing journal December 1975
Lake geometry: Implications for production and sediment accretion rates journal January 1983
Simulation of thermal/dissolved oxygen habitat for fishes in lakes under different climate scenarios journal February 2004
Anthropogenic sediment retention: major global impact from registered river impoundments journal October 2003
Development and validation of a global database of lakes, reservoirs and wetlands journal August 2004
Simulation of thermal/dissolved oxygen habitat for fishes in lakes under different climate scenarios journal February 2004
Millennium Ecosystem Assessment scenario drivers (1970-2050): Climate and hydrological alterations: GLOBAL NEWS HYDROLOGY journal July 2010
Impact of reservoirs on river discharge and irrigation water supply during the 20th century: IMPACT OF RESERVOIRS ON DISCHARGE AND IRRIGATION journal March 2011
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model journal January 2011
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model: PARAMETERIZATION IMPROVEMENTS AND FUNCTIONAL AND STRUCTURAL ADVANCES journal January 2011
Global monitoring of large reservoir storage from satellite remote sensing: GLOBAL MONITORING OF LARGE RESERVOIR STORAGE FROM SPACE journal September 2012
Estimating the volume and age of water stored in global lakes using a geo-statistical approach journal December 2016
Widespread deoxygenation of temperate lakes journal June 2021
Dependence of Water Quality and Fish Habitat on Lake Morphometry and Meteorology journal September 1996
Multiple Linear Regression for Lake Ice and Lake Temperature Characteristics journal June 1999
Global phosphorus retention by river damming journal December 2015
On the causes of the shrinking of Lake Chad journal July 2011
A Sediment Resuspension and Water Quality Model of lake Okeechobee journal June 1997
The role of lake and reservoir sediments as sinks in the perturbed global carbon cycle journal October 1982
Impact of Humans on the Flux of Terrestrial Sediment to the Global Coastal Ocean journal April 2005
Maximum Depth and Average Depth of Lakes journal June 1959
A Note on the Morphology of the Basins of the Great Lakes journal February 1961
Modeling the Effects of Lakes and Wetlands on the Water Balance of Arctic Environments journal April 2010
The Role of Northern Lakes in a Regional Energy Balance journal June 2005
Development of the Global Width Database for Large Rivers text January 2014
High‐resolution mapping of the world's reservoirs and dams for sustainable river‐flow management
  • Lehner, Bernhard; Liermann, Catherine Reidy; Revenga, Carmen
  • Frontiers in Ecology and the Environment, Vol. 9, Issue 9 https://doi.org/10.1890/100125
journal May 2011
The role of lake and reservoir sediments as sinks in the perturbed global carbon cycle journal January 1982
Lakes and reservoirs as regulators of carbon cycling and climate journal November 2009
Generalizations of the Wedderburn number: Parameterizing upwelling in stratified lakes journal April 2010
Global-scale analysis of river flow alterations due to water withdrawals and reservoirs journal January 2009

Cited By (4)

Modeling the role of reservoirs versus floodplains on large-scale river hydrodynamics journal September 2019
Towards Global Hydrological Drought Monitoring Using Remotely Sensed Reservoir Surface Area journal November 2019
A Multilayer Reservoir Thermal Stratification Module for Earth System Models journal October 2019
Representation and improved parameterization of reservoir operation in hydrological and land-surface models journal January 2019