Articles | Volume 10, issue 2
https://doi.org/10.5194/essd-10-765-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-10-765-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
The Global Streamflow Indices and Metadata Archive (GSIM) – Part 1: The production of a daily streamflow archive and metadata
School of Civil, Environmental and Mining Engineering, University of
Adelaide, Adelaide, Australia
Lukas Gudmundsson
ETH Zürich, Institute for Atmospheric and Climate Science,
Zürich, Switzerland
Michael Leonard
School of Civil, Environmental and Mining Engineering, University of
Adelaide, Adelaide, Australia
Seth Westra
School of Civil, Environmental and Mining Engineering, University of
Adelaide, Adelaide, Australia
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204 citations as recorded by crossref.
- Caravan - A global community dataset for large-sample hydrology F. Kratzert et al.
- Geospatial dataset for hydrologic analyses in India (GHI): a quality-controlled dataset on river gauges, catchment boundaries and hydrometeorological time series G. Goteti
- GRACE-REC: a reconstruction of climate-driven water storage changes over the last century V. Humphrey & L. Gudmundsson
- Global prevalence of non-perennial rivers and streams M. Messager et al.
- Coupling analysis of surface runoff variation with atmospheric teleconnection indices in the middle reaches of the Yangtze River W. Wang et al.
- Estimating the Ebro river discharge at 1 km/daily resolution using indirect satellite observations V. Pellet et al.
- River effects on sea-level rise in the Río de la Plata estuary during the past century C. Piecuch
- Pitfalls of space-time trading when parametrizing a land use dependent hydrological model L. Oudin & M. Lalonde
- Using century-long reanalysis and a rainfall-runoff model to explore multi-decadal variability in catchment hydrology at the European scale P. Brigode & L. Oudin
- Global congruence of riverine fish species richness and human presence A. Schipper & V. Barbarossa
- Shifts in global flood seasonality and their drivers S. Wang et al.
- Water Resources in Africa: The Role of Earth Observation Data and Hydrodynamic Modeling to Derive River Discharge A. Tarpanelli et al.
- A synthesis of Global Streamflow Characteristics, Hydrometeorology, and Catchment Attributes (GSHA) for large sample river-centric studies Z. Yin et al.
- Use of streamflow indices to identify the catchment drivers of hydrographs J. Mathai & P. Mujumdar
- Climate Change and Hydrological Extremes J. Xiong & Y. Yang
- Global hotspots for the occurrence of compound events N. Ridder et al.
- Dominant flood types in Europe and their role in flood statistics S. Fischer & A. Schumann
- Spatiotemporal variations and drivers of runoff in China based on a high-quality continuous runoff dataset D. Wang et al.
- Global hydrological models continue to overestimate river discharge S. Heinicke et al.
- Simple process-led algorithms for simulating habitats (SPLASH v.2.0): robust calculations of water and energy fluxes D. Sandoval et al.
- Satellite Altimetry-based Extension of global-scale in situ river discharge Measurements (SAEM) P. Saemian et al.
- Using Entity-Aware LSTM to Enhance Streamflow Predictions in Transboundary and Large Lake Basins Y. Park et al.
- Improving satellite remote sensing estimates of the global terrestrial water cycle via neural network modeling M. Heberger et al.
- CAMELS-GB: hydrometeorological time series and landscape attributes for 671 catchments in Great Britain G. Coxon et al.
- Using the Budyko Framework for Calibrating a Global Hydrological Model P. Greve et al.
- To What Extent Are Changes in Flood Magnitude Related to Changes in Precipitation Extremes? H. Do et al.
- Streamflow drought onset and severity explained by non‐linear responses between climate‐catchment and land surface processes A. Raut et al.
- The changing magnitude and timing of riverine floods in India S. Kuntla et al.
- ROBIN: Reference observatory of basins for international hydrological climate change detection S. Turner et al.
- Energy-mediated feedbacks of vegetation greening enhance precipitation efficiency and sustain water yield in global semi-arid regions L. Tian et al.
- Hydrography90m: a new high-resolution global hydrographic dataset G. Amatulli et al.
- Land-use analysis using infrastructure representations and high-resolution flood inundation mapping techniques S. Murphy et al.
- Latitudinal divergence in runoff responses to global forestation due to forest-atmosphere feedbacks F. Kan et al.
- Accuracy Evaluation of Multiple Runoff Products: A Case Study of the Middle Reaches of the Yellow River H. Cui & C. Huang
- Hydrological response of drought impacts across catchments worldwide Q. Liu et al.
- Rethinking river water temperature in a changing, human-dominated world D. Ficklin et al.
- Modular Assessment of Rainfall–Runoff Models Toolbox (MARRMoT) v1.2: an open-source, extendable framework providing implementations of 46 conceptual hydrologic models as continuous state-space formulations W. Knoben et al.
- From empirical to physical constraints: Revisiting the structure of monthly water balance models with global evaluation Z. Ning et al.
- Multi-scale evaluation of global evapotranspiration products derived from remote sensing images: Accuracy and uncertainty W. Zhu et al.
- Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity G. Papacharalampous et al.
- Impacts of irrigation efficiency on water-dependent sectors are heavily controlled by region-specific institutions and infrastructures K. Malek et al.
- CAMELS-CH: hydro-meteorological time series and landscape attributes for 331 catchments in hydrologic Switzerland M. Höge et al.
- The DOE E3SM Coupled Model Version 1: Description and Results at High Resolution P. Caldwell et al.
- Attribution of streamflow changes across the globe based on the Budyko framework J. Liu et al.
- Catchments do not strictly follow Budyko curves over multiple decades, but deviations are minor and predictable M. Ibrahim et al.
- China’s nationwide streamflow decline driven by landscape changes and human interventions K. Wang et al.
- Flood Inundation Generation Mechanisms and Their Changes in 1953–2004 in Global Major River Basins Y. Mao et al.
- Hydrological performance of the ERA5 reanalysis for flood modeling in Tunisia with the LISFLOOD and GR4J models E. Cantoni et al.
- GRQA: Global River Water Quality Archive H. Virro et al.
- Drought in intermittent river and ephemeral stream networks R. Sarremejane et al.
- ET-WB: water-balance-based estimations of terrestrial evaporation over global land and major global basins J. Xiong et al.
- Evidence of shorter more extreme rainfalls and increased flood variability under climate change C. Wasko et al.
- Morph_CNeT: A new GIS tool to extract morphometric attributes characterising channel network topology of Indian catchments S. Rana & S. Chavan
- Evaluation of river flood extent simulated with multiple global hydrological models and climate forcings B. Mester et al.
- ADHI: the African Database of Hydrometric Indices (1950–2018) Y. Tramblay et al.
- The Roles of Catchment Characteristics in Precipitation Partitioning Within the Budyko Framework J. Liu & Y. You
- River flooding mechanisms and their changes in Europe revealed by explainable machine learning S. Jiang et al.
- Water and energy budgets over hydrological basins on short and long timescales S. Petch et al.
- CAMELS-AUS: hydrometeorological time series and landscape attributes for 222 catchments in Australia K. Fowler et al.
- Multi-model simulation performance of monthly water balance models for global catchments: Thresholds and structural sensitivity Z. Ning et al.
- Artificial intelligence for geoscience: Progress, challenges, and perspectives T. Zhao et al.
- Spatio-temporal multivariable time vario-zoom network for water level forecasting based on high-resolution hydrological dataset X. Ji et al.
- Modeling carbon burial along the land to ocean aquatic continuum: Current status, challenges and perspectives D. Henry et al.
- Making China’s water data accessible, usable and shareable J. Lin et al.
- Changes in water balance across climate zones of Vietnam over the past four decades H. Xuan Do & T. Le
- Comparison and integration of hydrological models and machine learning models in global monthly streamflow simulation J. Zhang et al.
- WITHDRAWN: Runoff variations and governing factors in transboundary basins through multisource data and water budget during 2003-2021 S. Chauhan & . Abhishek
- A Vision for Hydrological Prediction D. Lavers et al.
- Remotely sensed rivers in the Anthropocene: state of the art and prospects H. Piégay et al.
- Observation‐Constrained Projection of Global Flood Magnitudes With Anthropogenic Warming W. Liu et al.
- Complex High‐ and Low‐Flow Networks Differ in Their Spatial Correlation Characteristics, Drivers, and Changes M. Brunner & E. Gilleland
- Anthropogenic climate change has influenced global river flow seasonality H. Wang et al.
- The E3SM Diagnostics Package (E3SM Diags v2.7): a Python-based diagnostics package for Earth system model evaluation C. Zhang et al.
- On the flood peak distributions over China L. Yang et al.
- Globally observed trends in mean and extreme river flow attributed to climate change L. Gudmundsson et al.
- A framework on utilizing of publicly availability stream gauges datasets and deep learning in estimating monthly basin-scale runoff in ungauged regions M. Le et al.
- Diagnostic Framework for Evaluating How Parametric Uncertainty Influences Agro‐Hydrologic Model Projections of Crop Yields Under Climate Change T. Karimi et al.
- Performance evaluation of global hydrological models in six large Pan-Arctic watersheds A. Gädeke et al.
- A global streamflow indices time series dataset for large-sample hydrological analyses on streamflow regime (until 2022) X. Chen et al.
- Compound and consecutive drought-flood events at a global scale A. Matanó et al.
- Customer satisfaction in the pet food subscription-based online services D. Lima et al.
- Worldwide evaluation of mean and extreme runoff from six global-scale hydrological models that account for human impacts J. Zaherpour et al.
- Observed Trends in Global Indicators of Mean and Extreme Streamflow L. Gudmundsson et al.
- Climatic a priori information for the GEV distribution’s shape parameter of annual maximum flow series S. Adlouni et al.
- Event‐based classification for global study of river flood generating processes L. Stein et al.
- High-quality reconstruction of China’s natural streamflow C. Miao et al.
- Classifying flow regimes of the Amazon basin S. Siddiqui et al.
- Spatial and Temporal Assessment of Baseflow Based on Monthly Water Balance Modeling and Baseflow Separation H. Xie et al.
- Annual memory in the terrestrial water cycle W. Berghuijs et al.
- Evaluating the performance of random forest for large-scale flood discharge simulation L. Schoppa et al.
- Inversion of river discharge from remotely sensed river widths: A critical assessment at three-thousand global river gauges P. Lin et al.
- Disentangling the hydrological and hydraulic controls on streamflow variability in Energy Exascale Earth System Model (E3SM) V2 – a case study in the Pantanal region D. Xu et al.
- Enhancing large-scale streamflow prediction by coupling structural inductive bias with meta-learning X. Tang et al.
- Direct vegetation response to recent CO2 rise shows limited effect on global streamflow H. Wei et al.
- Improving daily streamflow simulations for data-scarce watersheds using the coupled SWAT-LSTM approach S. Chen et al.
- A Metadata Framework for Asset Management Decision Support: A Water Infrastructure Case Study H. Jin et al.
- Hydrostreamer v1.0 – improved streamflow predictions for local applications from an ensemble of downscaled global runoff products M. Kallio et al.
- Features of the Earth’s seasonal hydroclimate: characterizations and comparisons across the Köppen–Geiger climates and across continents G. Papacharalampous et al.
- Development of Land‐River Two‐Way Hydrologic Coupling for Floodplain Inundation in the Energy Exascale Earth System Model D. Xu et al.
- Annual discharge trends for Canadian rivers M. Hulley et al.
- Coherent changes in global high and low flows Q. Huang et al.
- State-of-the-art hydrological datasets exhibit low water balance consistency globally H. Huang et al.
- Runoff variations and governing factors in transboundary basins through multisource data and water budget during 2003–2021 S. Chauhan & . Abhishek
- Coherent Streamflow Variability in Monsoon Asia Over the Past Eight Centuries—Links to Oceanic Drivers H. Nguyen et al.
- A Global Assessment of Climate Change and Anthropogenic Effects on Changes in Streamflow R. Yang et al.
- Evaluation and machine learning improvement of global hydrological model-based flood simulations T. Yang et al.
- CAMELS-BR: hydrometeorological time series and landscape attributes for 897 catchments in Brazil V. Chagas et al.
- Global response of floods to tropical explosive volcanic eruptions H. Kim et al.
- CH-RUN: a deep-learning-based spatially contiguous runoff reconstruction for Switzerland B. Kraft et al.
- Evaluating a reservoir parametrization in the vector-based global routing model mizuRoute (v2.0.1) for Earth system model coupling I. Vanderkelen et al.
- Functional relationships reveal differences in the water cycle representation of global water models S. Gnann et al.
- Climate-catchment-soil control on hydrological droughts in peninsular India P. Ganguli et al.
- Global Characterization Factors for Quantifying Water Consumption Impacts on Freshwater Biodiversity E. PIERRAT et al.
- Technical note: Evaluation and bias correction of an observation-based global runoff dataset using streamflow observations from small tropical catchments in the Philippines D. Ibarra et al.
- Challenges in modeling and predicting floods and droughts: A review M. Brunner et al.
- Using a surrogate-assisted Bayesian framework to calibrate the runoff-generation scheme in the Energy Exascale Earth System Model (E3SM) v1 D. Xu et al.
- Most Global Gauging Stations Present Biased Estimations of Total Catchment Discharge P. Huang et al.
- Which rainfall score is more informative about the performance in river discharge simulation? A comprehensive assessment on 1318 basins over Europe S. Camici et al.
- Hydrologic Model Calibration With Remote Sensing Data Products in Global Large Basins X. Liu et al.
- Revisiting parameter sensitivities in the variable infiltration capacity model across a hydroclimatic gradient U. Sepúlveda et al.
- Globally assessing how evapotranspiration feedbacks govern the impacts of multi-year droughts Q. Liu et al.
- Using R in hydrology: a review of recent developments and future directions L. Slater et al.
- Historical and future changes in global flood magnitude – evidence from a model–observation investigation H. Do et al.
- Identification of dominant flood descriptors and their interaction with watershed morphology in central and southern peninsular regions of India J. Parmar & S. Karmakar
- Deep learning for water quality W. Zhi et al.
- Identification of uncertainty sources in quasi-global discharge and inundation simulations using satellite-based precipitation products Z. Wei et al.
- The Global Streamflow Indices and Metadata Archive (GSIM) – Part 2: Quality control, time-series indices and homogeneity assessment L. Gudmundsson et al.
- Learning Global Evapotranspiration Dataset Corrections from a Water Cycle Closure Supervision T. Hascoet et al.
- Contribution of changes in vegetation composition and climate variability on streamflow across the global watersheds X. Tan et al.
- Tracking Seasonal Fluctuations in Land Water Storage Using Global Models and GRACE Satellites B. Scanlon et al.
- Large-sample hydrology: recent progress, guidelines for new datasets and grand challenges N. Addor et al.
- Global patterns in vegetation accessible subsurface water storage emerge from spatially varying importance of individual drivers F. van Oorschot et al.
- Extending global river gauge records using satellite observations R. Riggs et al.
- LamaH-CE: LArge-SaMple DAta for Hydrology and Environmental Sciences for Central Europe C. Klingler et al.
- Snow-influenced floods are more strongly connected in space than purely rainfall-driven floods M. Brunner & S. Fischer
- BCUB – a large-sample ungauged basin attribute dataset for British Columbia, Canada D. Kovacek & S. Weijs
- Characteristics of the water extent and width of endorheic Tibetan Plateau rivers revealed by Sentinel-2 F. Zeng et al.
- Assessing placement bias of the global river gauge network C. Krabbenhoft et al.
- Turning Lakes Into River Gauges Using the LakeFlow Algorithm R. Riggs et al.
- Floodwater utilization potential assessment of China based on improved conceptual model and multi-reservoir basin assessment method K. Wang et al.
- Baltic hydro-climatic data: a regional data synthesis for the baltic sea drainage basin M. Zarei & G. Destouni
- Probabilistic predictions for meteorological droughts based on multi-initial conditions M. Torres-Vázquez et al.
- Global‐Scale Prediction of Flood Timing Using Atmospheric Reanalysis H. Do et al.
- Cyclones and Global Floods from an Observation-Simulation Evaluation: Contributions and Long-Term Changes L. Wang et al.
- Global water consumption impacts on riverine fish species richness in Life Cycle Assessment E. Pierrat et al.
- Using seasonal palaeo-flow reconstructions and artificial neural networks for daily water balance modelling: A case study from Tasmania, Australia D. Verdon-Kidd et al.
- Drought decreases annual streamflow response to precipitation, especially in arid regions A. Matanó et al.
- Impact of Continental Freshwater Runoff on Coastal Sea Level F. Durand et al.
- The representation of rivers in operational ocean forecasting systems: a review P. Matte et al.
- G‐RUN ENSEMBLE: A Multi‐Forcing Observation‐Based Global Runoff Reanalysis G. Ghiggi et al.
- Seasonal diversity of global flood changes and their drivers X. Gu et al.
- Design flood estimation for global river networks based on machine learning models G. Zhao et al.
- CABra: a novel large-sample dataset for Brazilian catchments A. Almagro et al.
- Dynamic Sea Level Variability Due to Seasonal River Discharge: A Preliminary Global Ocean Model Study C. Piecuch & R. Wadehra
- Vegetation greening and reservoir construction as drivers of century-long discharge trends in the Mediterranean Basin J. Eekhout et al.
- LamaH | Large-Sample Data for Hydrology: Big data für die Hydrologie und Umweltwissenschaften C. Klingler et al.
- GRDC-Caravan: extending Caravan with data from the Global Runoff Data Centre C. Färber et al.
- Massive feature extraction for explaining and foretelling hydroclimatic time series forecastability at the global scale G. Papacharalampous et al.
- Influence of irrigation on root zone storage capacity estimation F. van Oorschot et al.
- Future changes in water resources, floods and droughts under the joint impact of climate and land-use changes in the Chao Phraya basin, Thailand S. Yang et al.
- Divergent hydrologic regimes of mega-rivers originated from High Mountain Asia uncovered by satellite virtual station-densified water levels F. Zeng et al.
- Can Hydrological Models Benefit From Using Global Soil Moisture, Evapotranspiration, and Runoff Products as Calibration Targets? Y. Mei et al.
- Trends in Global Flood and Streamflow Timing Based on Local Water Year C. Wasko et al.
- Timing of Landsat Overpasses Effectively Captures Flow Conditions of Large Rivers G. Allen et al.
- On the mean precipitation characteristics of North American heatwaves S. Anderson & S. Chartrand
- Catchment precipitation partitioning in the Budyko framework is controlled by root zone storage capacity M. Ibrahim et al.
- Future Changes in Hydro-Climatic Extremes across Vietnam: Evidence from a Semi-Distributed Hydrological Model Forced by Downscaled CMIP6 Climate Data H. Do et al.
- Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability G. Papacharalampous & H. Tyralis
- Time to Use Dendrohydrological Data in Water Resources Management? S. Galelli et al.
- Flow measurements with ADCP on the Guaíba River, during the highest water level recorded in history - May 2024 (floods in the State of Rio Grande do Sul, Brazil) M. Andrade et al.
- Archetypal flow regime change classes and their associations with anthropogenic drivers of global streamflow alterations V. Virkki et al.
- Imprints of increases in evapotranspiration on decreases in streamflow during dry periods, a large-sample analysis in Germany G. Bruno et al.
- A Global Benchmark of the Vector-Based Routing Model MizuRoute: Similarities and Divergent Patterns in Simulated River Discharge S. Xu et al.
- A global multi catchment and multi dataset synthesis for water fluxes and storage changes on land M. Zarei & G. Destouni
- Past and future change in global river flows L. Gudmundsson et al.
- Sectoral water use responses to droughts and heatwaves: analyses from local to global scales for 1990–2019 G. Cárdenas Belleza et al.
- The global water resources and use model WaterGAP v2.2e: description and evaluation of modifications and new features H. Müller Schmied et al.
- A review of globally available data sources for modelling the Water-Energy-Food Nexus J. Lodge et al.
- Extreme floods in Europe: going beyond observations using reforecast ensemble pooling M. Brunner & L. Slater
- Arc Sediments are a Major source of Juvenile Sr in the Northern Cordillera's Taku River Basin: Potential Implications for the Global Sr Cycle K. Brennan et al.
- How February 2022 redefines extreme floods in Australia J. Lerat & J. Vaze
- Enhancing discharge estimation from SWOT satellite data in a tropical tidal river environment F. Rodrigues do Amaral et al.
- Towards more connection in drought and flood management in the transboundary Limpopo basin A. Van Loon et al.
- Changes in Magnitude and Shifts in Timing of Australian Flood Peaks M. Bari et al.
- The use of GRDC gauging stations for calibrating large-scale hydrological models P. Burek & M. Smilovic
- Diverse wildfire impacts on river flows across the globe M. Grillakis & A. Voulgarakis
- Floods and Heavy Precipitation at the Global Scale: 100‐Year Analysis and 180‐Year Reconstruction B. Renard et al.
- Basin futures, a novel cloud-based system for preliminary river basin modelling and planning P. Taylor et al.
- Assimilation of SMAP Products for Improving Streamflow Simulations over Tropical Climate Region—Is Spatial Information More Important Than Temporal Information? M. Le et al.
- The influence of regional hydrometric data incorporation on the accuracy of gridded reconstruction of monthly runoff G. Ayzel et al.
- Deep learning foundation and pattern models: Challenges in hydrological time series J. He et al.
- A hydrological knowledge-informed LSTM model for monthly streamflow reconstruction using distributed data: Application to typical rivers across the Tibetan plateau S. Hou et al.
- GRUN: an observation-based global gridded runoff dataset from 1902 to 2014 G. Ghiggi et al.
- A hydro-climatic data synthesis for Sub-Saharan Africa: facilitating water balance closure with different comparative datasets M. Zarei & G. Destouni
- Daily station-level records of air temperature, snow depth, and ground temperature in the Northern Hemisphere V. Tran et al.
- Climate and land management accelerate the Brazilian water cycle V. Chagas et al.
- EStreams: An integrated dataset and catalogue of streamflow, hydro-climatic and landscape variables for Europe T. do Nascimento et al.
- Revisiting the global distribution of the exponent of the power-function complementary relationship of terrestrial evaporation: Insights from an isenthalpic index J. Szilagyi et al.
- Lessons learnt from checking the quality of openly accessible river flow data worldwide L. Crochemore et al.
- Capping Human Water Footprints in the World's River Basins R. Hogeboom et al.
- A comprehensive, multisource database for hydrometeorological modeling of 14,425 North American watersheds R. Arsenault et al.
- Temperature outweighs light and flow as the predominant driver of dissolved oxygen in US rivers W. Zhi et al.
- Evaluation of the Drivers Responsible for Flooding in Africa Y. Tramblay et al.
- Inference of Parameters for a Global Hydrological Model: Identifiability and Predictive Uncertainties of Climate‐Based Parameters T. Yoshida et al.
Saved (final revised paper)
Latest update: 18 May 2026
Short summary
The production of 30 959 daily streamflow time series in the Global Streamflow and Metadata Archive (GSIM) project is presented. The paper also describes the development of three metadata products that are freely available. Having collated an unprecedented number of stations and associated metadata, GSIM can be used to advance large-scale hydrological research and improve understanding of the global water cycle.
The production of 30 959 daily streamflow time series in the Global Streamflow and Metadata...
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