4.7 Article

Toward Improved Parameterizations of Reservoir Operation in Ungauged Basins: A Synergistic Framework Coupling Satellite Remote Sensing, Hydrologic Modeling, and Conceptual Operation Schemes

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Civil

A hybrid hydrologic modelling framework with data-driven and conceptual reservoir operation schemes for reservoir impact assessment and predictions

Ningpeng Dong et al.

Summary: This study develops data-driven reservoir operation schemes based on extreme gradient boosting (XGBoost) and artificial neural network (ANN) to predict reservoir release and storage. A hybrid modeling framework is proposed by coupling a high-resolution hydrologic model with the developed data-driven reservoir operation schemes and a calibration-free conceptual reservoir operation scheme for data-scarce reservoirs. The framework quantitatively assesses the cumulative impacts of dam operation on the hydrologic regime under different reservoir data availability. The results show the effectiveness of the framework in reconstructing reservoir releases and storage, and improving daily streamflow in the Upper Yangtze River Basin (UYRB).

JOURNAL OF HYDROLOGY (2023)

Article Engineering, Civil

Monitoring global reservoirs using ICESat-2: Assessment on spatial coverage and application potential

Tan Chen et al.

Summary: The study highlights the importance of satellite remote sensing in monitoring surface water dynamics and emphasizes the application of satellite radar altimetry in monitoring reservoirs. Results show the high potential of ICESat-2 in covering global reservoirs and monitoring long-term water level changes using the hypsometric curve method, while also identifying reasons for missed reservoirs in the ICESat-2 ATL13 product.

JOURNAL OF HYDROLOGY (2022)

Article Environmental Sciences

Remote sensing estimation of the flood storage capacity of basin-scale lakes and reservoirs at high spatial and temporal resolutions

Tan Chen et al.

Summary: This study utilizes remote sensing technology to quantify the flood storage capacity of lakes and reservoirs in the Yangtze basin, highlighting the dominant role of Poyang Lake in flood storage within the basin. The findings provide a quantitative basis for improving flood forecasting and control measures.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Article Environmental Sciences

Streamflow Prediction in Highly Regulated, Transboundary Watersheds Using Multi-Basin Modeling and Remote Sensing Imagery

Tien L. T. Du et al.

Summary: This study evaluates the use of remote sensing for estimating reservoir storage volumes in the Greater Mekong region. The study found that remote sensing is effective for within-year and over-year reservoirs but not for run-of-river reservoirs. The study also proposes an integrated reservoir operation scheme to improve flow prediction.

WATER RESOURCES RESEARCH (2022)

Article Environmental Sciences

Model Estimates of China's Terrestrial Water Storage Variation Due To Reservoir Operation

Ningpeng Dong et al.

Summary: Understanding the role of reservoirs in the terrestrial water cycle is crucial for sustainable water resource management, especially in China where reservoirs are extensively built. However, the lack of continuous, long-term reservoir operation records and an accurate modeling tool have posed scientific challenges. In this study, a continental-scale land surface-hydrologic model is developed to explicitly represent 3,547 reservoirs in China and quantify their seasonal dynamics and role in terrestrial water storage.

WATER RESOURCES RESEARCH (2022)

Article Geosciences, Multidisciplinary

High-resolution water level and storage variation datasets for 338reservoirs in China during 2010-2021

Youjiang Shen et al.

Summary: This article introduces a comprehensive dataset of 338 reservoirs in China, including water surface elevation, surface water area, and reservoir water storage change. The study utilizes multiple satellite altimetry missions and imagery data to create the dataset, and validation against gauged measurements demonstrates its high accuracy and reliability.

EARTH SYSTEM SCIENCE DATA (2022)

Article Geosciences, Multidisciplinary

Satellite observations reveal 13 years of reservoir filling strategies, operating rules, and hydrological alterations in the Upper Mekong River basin

Dung Trung Vu et al.

Summary: The current situation in the Lancang-Mekong River basin highlights the challenges faced by transboundary basins. The lack of data on reservoir storage and dam release decisions makes it difficult to assess the actual impact of major infrastructures. However, through satellite observations, the study focuses on the Upper Mekong River and reveals the pivotal role played by Xiaowan and Nuozhadu reservoirs in the basin's storage. The study also shows that these reservoirs were minimally affected by the drought in 2019-2020. Deciphering the operating strategies will contribute to the design of more cooperative water-energy policies.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2022)

Article Geosciences, Multidisciplinary

GeoDAR: georeferenced global dams and reservoirs dataset for bridging attributes and geolocations

Jida Wang et al.

Summary: Dams and reservoirs are widespread human-made infrastructures, but there is a lack of comprehensive spatial inventories for them. Existing datasets either focus on dam quantity and spatial coverage or detailed attributes for limited dams. To bridge this gap, researchers have introduced a new dataset, GeoDAR, which provides spatially explicit information for dams and reservoirs worldwide. This dataset is expected to have significant implications for hydrologic modeling, water resource management, ecosystem health, and energy planning.

EARTH SYSTEM SCIENCE DATA (2022)

Article Multidisciplinary Sciences

Role of dams in reducing global flood exposure under climate change

Julien Boulange et al.

Summary: Global flood risk is assessed in this study, particularly highlighting the positive impact of river dams in mitigating flood hazards to people, based on a modeling approach.

NATURE COMMUNICATIONS (2021)

Article Engineering, Civil

Future precipitation, hydrology and hydropower generation in the Yalong River Basin: Projections and analysis

Yinmao Zhao et al.

Summary: This study investigates the impact of global warming and local hydropower operations on future precipitation, hydrology, and hydropower generation in the Yalong River Basin. Results show that future natural runoff is expected to vary under different scenarios, with local hydropower reservoirs effectively mitigating negative climate impacts and increasing electricity generation. There is potential for improvement in current operation rules to adapt to future climate conditions.

JOURNAL OF HYDROLOGY (2021)

Article Multidisciplinary Sciences

Human alteration of global surface water storage variability

Sarah W. Cooley et al.

Summary: Research indicates that 57% of seasonal surface water storage variability globally occurs in human-managed reservoirs, with natural water bodies showing smaller variations. Natural variability is highest in tropical basins, while human-managed variability is greatest in the Middle East, southern Africa, and the western USA.

NATURE (2021)

Article Engineering, Civil

Regional scale hydrodynamic modeling of the river-floodplain-reservoir continuum

A. S. Fleischmann et al.

Summary: This paper presents a novel approach that fully couples river-floodplain-reservoir hydrodynamic and hydrological models, significantly improving the representation of reservoir dynamics and operation at large scale. The study found that the operation schemes were more relevant than the reservoir bathymetry representation in estimating downstream flows and water levels.

JOURNAL OF HYDROLOGY (2021)

Article Engineering, Civil

Estimation of reservoir evaporation losses for China

Wei Tian et al.

Summary: This study estimated monthly reservoir evaporation losses for 916 large reservoirs in China from 1985 to 2018. Total evaporation losses significantly increased due to significant increases in evaporation rate and reservoir surface area. Evaporation losses of large reservoirs in China are significantly smaller than that in the United States, mainly due to the larger average depth and smaller area of China's large reservoirs.

JOURNAL OF HYDROLOGY (2021)

Article Environmental Sciences

Analyzing the Impact of Streamflow Drought on Hydroelectricity Production: A Global-Scale Study

Wenhua Wan et al.

Summary: Hydropower production is negatively impacted by drought, and a developed HP model is able to analyze the global impacts of drought on HP. The model is based on a global hydropower database and global hydrological model, and can simulate HP trends, seasonality, interannual variability, and the impact of streamflow drought. Results show that out of 134 countries with hydropower, 67 countries experience a reduction of more than 20% in mean annual HP in 1 out of 10 years, while 18 countries experience a reduction of more than 40%.

WATER RESOURCES RESEARCH (2021)

Article Water Resources

Systemic change in the Rhine-Meuse basin: Quantifying and explaining parameters trends in the PCR-GLOBWB global hydrological model

Jessica Ruijsch et al.

Summary: This study aimed to identify systemic change and its possible causes by performing brute-force calibration for multiple periods with the PCR-GLOBWB hydrological model in the Rhine-Meuse basin. The results showed that changes in optimal parameter values varied across different rolling calibration periods, especially at upstream locations, indicating systemic change. Climate change, as well as changes in land use and river structure, were identified as possible causes of these variations.

ADVANCES IN WATER RESOURCES (2021)

Article Water Resources

Role of reservoir regulation and groundwater feedback in a simulated ground-soil-vegetation continuum: A long-term regional scale analysis

Jianhui Wei et al.

Summary: The study incorporates a process-based reservoir network module into a fully coupled regional Earth system model, focusing on the Poyang Lake basin in China. Results show that reservoir regulation has significant impacts on local groundwater recharge and evaporation, while having minor effects on soil moisture and surface runoff at the basin scale.

HYDROLOGICAL PROCESSES (2021)

Article Meteorology & Atmospheric Sciences

Changes in drought propagation under the regulation of reservoirs and water diversion

Yixuan Wang et al.

THEORETICAL AND APPLIED CLIMATOLOGY (2019)

Article Water Resources

Twenty-three unsolved problems in hydrology (UPH) - a community perspective

Gunter Bloeschl et al.

HYDROLOGICAL SCIENCES JOURNAL (2019)

Article Environmental Sciences

Estimating reservoir evaporation losses for the United States: Fusing remote sensing and modeling approaches

Gang Zhao et al.

REMOTE SENSING OF ENVIRONMENT (2019)

Article Geosciences, Multidisciplinary

A global lake and reservoir volume analysis using a surface water dataset and satellite altimetry

Tim Busker et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2019)

Article Geosciences, Multidisciplinary

Representation and improved parameterization of reservoir operation in hydrological and land-surface models

Fuad Yassin et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2019)

Article Environmental Sciences

An improved approach to monitoring Brahmaputra River water levels using retracked altimetry data

Qi Huang et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Geosciences, Multidisciplinary

Deduction of reservoir operating rules for application in global hydrological models

Hubertus M. Coerver et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2018)

Article Geosciences, Multidisciplinary

A global hydrological simulation to specify the sources of water used by humans

Naota Hanasaki et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2018)

Article Engineering, Civil

Reservoir operations under climate change: Storage capacity options to mitigate risk

Nima Ehsani et al.

JOURNAL OF HYDROLOGY (2017)

Article Engineering, Civil

The impact of lake and reservoir parameterization on global streamflow simulation

Zuzanna Zajac et al.

JOURNAL OF HYDROLOGY (2017)

Article Multidisciplinary Sciences

Regulation of snow-fed rivers affects flow regimes more than climate change

B. Arheimer et al.

NATURE COMMUNICATIONS (2017)

Review Environmental Sciences

IPCC reasons for concern regarding climate change risks

Brian C. O'Neill et al.

NATURE CLIMATE CHANGE (2017)

Article Geosciences, Multidisciplinary

Monitoring small reservoirs' storage with satellite remote sensing in inaccessible areas

Nicolas Avisse et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)

Article Geosciences, Multidisciplinary

Human-water interface in hydrological modelling: current status and future directions

Yoshihide Wada et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)

Article Engineering, Environmental

A neural network based general reservoir operation scheme

Nima Ehsani et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2016)

Article Water Resources

Integrating a reservoir regulation scheme into a spatially distributed hydrological model

Gang Zhao et al.

ADVANCES IN WATER RESOURCES (2016)

Article Environmental Sciences

Measuring global water security towards sustainable development goals

Animesh K. Gain et al.

ENVIRONMENTAL RESEARCH LETTERS (2016)

Article Environmental Sciences

Large storage operations under climate change: expanding uncertainties and evolving tradeoffs

Matteo Giuliani et al.

ENVIRONMENTAL RESEARCH LETTERS (2016)

Article Meteorology & Atmospheric Sciences

Simulating Human Water Regulation: The Development of an Optimal Complexity, Climate-Adaptive Reservoir Management Model for an LSM

Kurt C. Solander et al.

JOURNAL OF HYDROMETEOROLOGY (2016)

Article Multidisciplinary Sciences

High-resolution mapping of global surface water and its long-term changes

Jean-Francois Pekel et al.

NATURE (2016)

Article Environmental Sciences

Global surveys of reservoirs and lakes from satellites and regional application to the Syrdarya river basin

Jean-Francois Cretaux et al.

ENVIRONMENTAL RESEARCH LETTERS (2015)

Article Environmental Sciences

Satellite remote sensing of large lakes and reservoirs: from elevation and area to storage

Huilin Gao

WILEY INTERDISCIPLINARY REVIEWS-WATER (2015)

Article Geosciences, Multidisciplinary

Estimating actual, potential, reference crop and pan evaporation using standard meteorological data: a pragmatic synthesis

T. A. McMahon et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)

Article Geosciences, Multidisciplinary

On an improved sub-regional water resources management representation for integration into earth system models

N. Voisin et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)

Article Environmental Sciences

Global monitoring of large reservoir storage from satellite remote sensing

Huilin Gao et al.

WATER RESOURCES RESEARCH (2012)

Review Ecology

High-resolution mapping of the world's reservoirs and dams for sustainable river-flow management

Bernhard Lehner et al.

FRONTIERS IN ECOLOGY AND THE ENVIRONMENT (2011)

Review Geosciences, Multidisciplinary

Reconstructing 20th century global hydrography: a contribution to the Global Terrestrial Network- Hydrology (GTN-H)

D. Wisser et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2010)

Article Geosciences, Multidisciplinary

An integrated model for the assessment of global water resources Part 1: Model description and input meteorological forcing

N. Hanasaki et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2008)

Article Engineering, Civil

On continental-scale hydrologic simulations with a coupled hydrologic model

Zhongbo Yu et al.

JOURNAL OF HYDROLOGY (2006)

Article Engineering, Civil

A reservoir operation scheme for global river routing models

Naota Hanasaki et al.

JOURNAL OF HYDROLOGY (2006)

Article Remote Sensing

Development of a global land cover characteristics database and IGBP DISCover from 1 km AVHRR data

TR Loveland et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2000)