Articles | Volume 24, issue 2
https://doi.org/10.5194/hess-24-919-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-24-919-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Rainfall Estimates on a Gridded Network (REGEN) – a global land-based gridded dataset of daily precipitation from 1950 to 2016
Steefan Contractor
CORRESPONDING AUTHOR
Climate Change Research Centre, UNSW Sydney, Sydney, Australia
ARC Centre of Excellence for Climate System Science, Sydney, Australia
Markus G. Donat
Climate Change Research Centre, UNSW Sydney, Sydney, Australia
ARC Centre of Excellence for Climate Extremes, Sydney, Australia
Barcelona Supercomputing Center, Barcelona, Spain
Lisa V. Alexander
Climate Change Research Centre, UNSW Sydney, Sydney, Australia
ARC Centre of Excellence for Climate Extremes, Sydney, Australia
Markus Ziese
Global Precipitation Climatology Centre, Deutscher Wetterdienst, Offenbach, Germany
Anja Meyer-Christoffer
Global Precipitation Climatology Centre, Deutscher Wetterdienst, Offenbach, Germany
Udo Schneider
Global Precipitation Climatology Centre, Deutscher Wetterdienst, Offenbach, Germany
Elke Rustemeier
Global Precipitation Climatology Centre, Deutscher Wetterdienst, Offenbach, Germany
Andreas Becker
Global Precipitation Climatology Centre, Deutscher Wetterdienst, Offenbach, Germany
Imke Durre
National Centers for Environmental Information, National Oceanic and Atmospheric Administration, Asheville, NC, USA
Russell S. Vose
National Centers for Environmental Information, National Oceanic and Atmospheric Administration, Asheville, NC, USA
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- An overview of observed changes in precipitation totals and extremes over global land, with a focus on Africa T. Yate & G. Ren
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- Observed changes in monthly baseflow across Africa J. Ayers et al.
- Biases Beyond the Mean in CMIP6 Extreme Precipitation: A Global Investigation H. Abdelmoaty et al.
- On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results G. Abramowitz et al.
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- Exploring Afro-Asian water fluxes in CMIP5 and CMIP6 models: Present-day evaluation and future projections T. Adeliyi et al.
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- Historical assessment and future projection of extreme precipitation in CMIP6 models: Global and continental T. Feng et al.
- Calibrating global hydrological models with GRACE TWS: does river storage matter? T. Trautmann et al.
- Robust Future Changes in Meteorological Drought in CMIP6 Projections Despite Uncertainty in Precipitation A. Ukkola et al.
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- Robust global detection of forced changes in mean and extreme precipitation despite observational disagreement on the magnitude of change I. de Vries et al.
- Spatiotemporal variation of precipitation on a global scale from 1960 to 2016 in a new normalized daily precipitation dataset J. Liu et al.
- A self-calibrating effective drought index (scEDI): Evaluation against social drought impact records over the Korean Peninsula (1777–2020) C. Park et al.
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- Changes in extreme daily precipitation over Africa: Insights from a non-asymptotic statistical approach F. Marra et al.
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- The observation range adjusted method: a novel approach to accounting for observation uncertainty in model evaluation J. Evans & H. Imran
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- Interannual Variations in Summer Extreme Precipitation Frequency over Northern Asia and Related Atmospheric Circulation Patterns H. Hong et al.
- Global mean frequency increases of daily and sub-daily heavy precipitation in ERA5 M. Chinita et al.
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- Improved the Characterization of Flood Monitoring Based on Reconstructed Daily GRACE Solutions over the Haihe River Basin S. Nie et al.
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- Changes in Observed Daily Precipitation over Global Land Areas since 1950 S. Contractor et al.
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- Spatio-temporal assessment of extreme precipitation events in southeastern Brazil J. Orlandi Simões et al.
- How Credibly Do CMIP6 Simulations Capture Historical Mean and Extreme Precipitation Changes? M. Donat et al.
- A wide-scope approach to quantifying and predicting total uncertainty in (multi)annual suspended sediment load observations F. Tan et al.
- Improved Performance of High‐Resolution Climate Models in Simulating Asian Monsoon Rainfall Extremes Y. You & M. Ting
- Global hotspots for the occurrence of compound events N. Ridder et al.
- Spatial and temporal variability in the characteristics of extreme daily rainfalls in Ghana H. Capps Herron et al.
- Trends in extreme rainfall events over Northeast India: A novel perspective S. Singh et al.
- Characterizing the performances of different observational precipitation products and their uncertainties over Africa B. Ayugi et al.
- Discrepancies in changes in precipitation characteristics over the contiguous United States based on six daily gridded precipitation datasets I. Mallakpour et al.
- Global rainfall erosivity: Observation, attribution, and projection Y. Tong et al.
- Future changes in extreme precipitation in central Asia with 1.5–4°C global warming based on Coupled Model Intercomparison Project Phase 6 simulations J. Zhang & F. Wang
- Spatial and Statistical Analysis of Climate Change in the Middle East: A Study of Precipitation and Temperature Variability Using NOAA Weather Data and Geostatistical Methods M. Masoudi et al.
- A 0.01-degree gridded precipitation dataset for Japan, 1926-2020 M. Hatono et al.
- Assessment of potential risks induced by increasing extreme precipitation under climate change H. Huang et al.
- Anthropogenic warming induced intensification of summer monsoon frontal precipitation over East Asia S. Moon et al.
- Impact of Higher Spatial Atmospheric Resolution on Precipitation Extremes Over Land in Global Climate Models M. Bador et al.
97 citations as recorded by crossref.
- Observed changes in flood hazard in Africa Y. Tramblay et al.
- On the Robustness of Annual Daily Precipitation Maxima Estimates Over Monsoon Asia P. Nguyen et al.
- What distinguishes 100-year precipitation extremes over central European river catchments from more moderate extreme events? F. Ruff & S. Pfahl
- Global estimates of 100-year return values of daily precipitation from ensemble weather prediction data F. Ruff & S. Pfahl
- Extreme precipitation return levels for multiple durations on a global scale G. Gründemann et al.
- Anthropogenic influence has significantly affected snowfall changes in Eurasia W. Lin et al.
- Increasing heat and rainfall extremes now far outside the historical climate A. Robinson et al.
- Characteristics of extreme rainfall in different gridded datasets over India during 1983–2015 S. Bhattacharyya et al.
- Changes in precipitation variability across time scales in multiple global climate model large ensembles R. Wood et al.
- Drought severity across Africa: a comparative analysis of multi-source precipitation datasets K. Lim Kam Sian et al.
- Future changes in population exposure to snowfall extremes across Eurasia W. Lin et al.
- Future projections of precipitation extremes over East Asia based on a deep learning downscaled CMIP6 high-resolution (0.1°) dataset Y. Yang et al.
- Evaluation of gridded precipitation datasets over Madagascar H. Randriatsara et al.
- Anthropogenic amplification of precipitation variability over the past century W. Zhang et al.
- Climate-dependent propagation of precipitation uncertainty into the water cycle A. Fallah et al.
- The Climate Hazards Center Infrared Precipitation with Stations, Version 3 C. Funk et al.
- The historical to future linkage of Arctic amplification on extreme precipitation over the Northern Hemisphere using CMIP5 and CMIP6 models J. Liu et al.
- Significant Increase of the Global Population Exposure to Increased Precipitation Extremes in the Future H. Chen & J. Sun
- Evaluating Precipitation Datasets Using Surface Water and Energy Budget Closure S. Hobeichi et al.
- From rain to data: A review of the creation of monthly and daily station‐based gridded precipitation datasets R. Serrano‐Notivoli & E. Tejedor
- More intense daily precipitation in CORDEX‐SEA regional climate models than their forcing global climate models over Southeast Asia P. Nguyen et al.
- Spatiotemporal patterns in precipitation whiplash over China during 1901–2100 based on CMIP6 simulations H. Luo et al.
- Moisture Sources of Precipitation in the Great Lakes Region: Climatology and Recent Changes Z. Yang et al.
- Global precipitation-related extremes at 1.5 °C and 2 °C of global warming targets: Projection and uncertainty assessment based on the CESM-LWR experiment J. Ju et al.
- Generation of Combined Daily Satellite-Based Precipitation Products over Bolivia O. Saavedra & J. Ureña
- Anthropogenic influence on extreme precipitation over global land areas seen in multiple observational datasets G. Madakumbura et al.
- Suitability of 17 gridded rainfall and temperature datasets for large-scale hydrological modelling in West Africa M. Dembélé et al.
- Record-breaking extremes in a warming climate E. Fischer et al.
- Compensatory effects conceal large uncertainties in the modelled processes behind the relationship between the El Niño–Southern Oscillation (ENSO) and CO2 I. Dunkl et al.
- Meteorological Drought Variability over Africa from Multisource Datasets K. Lim Kam Sian et al.
- Land–atmosphere feedbacks weaken the risks of precipitation extremes over Australia in a warming climate M. Chang et al.
- Uncertainties in Drought From Index and Data Selection D. Hoffmann et al.
- Large global-scale vegetation sensitivity to daily rainfall variability A. Feldman et al.
- Daily snowfall events on the Eurasian continent: CMIP6 models evaluation and projection W. Lin & H. Chen
- Current and Future Climate Extremes Over Latin America and Caribbean: Assessing Earth System Models from High Resolution Model Intercomparison Project (HighResMIP) A. Avila-Diaz et al.
- How can we stop the slow-burning systemic fuse of loss and damage due to land degradation and drought in Africa? C. King-Okumu et al.
- The importance of vegetation in understanding terrestrial water storage variations T. Trautmann et al.
- Land surface conductance linked to precipitation: Co‐evolution of vegetation and climate in Earth system models P. Franks et al.
- IMERG in the Canadian Precipitation Analysis (CaPA) System for Winter Applications S. Bélair et al.
- What Can We Know About Recent Past Precipitation Over Africa? Daily Characteristics of African Precipitation From a Large Ensemble of Observational Products for Model Evaluation A. Dosio et al.
- Quantifying spatiotemporal and elevational precipitation gauge network uncertainty in the Canadian Rockies A. Bertoncini & J. Pomeroy
- Selecting regional climate models based on their skill could give more credible precipitation projections over the complex Southeast Asia region P. Nguyen et al.
- Precipitation disaster hotspots depend on historical climate variability I. de Vries et al.
- An overview of observed changes in precipitation totals and extremes over global land, with a focus on Africa T. Yate & G. Ren
- Trends of Rainfall Onset, Cessation, and Length of Growing Season in Northern Ghana: Comparing the Rain Gauge, Satellite, and Farmer’s Perceptions W. Atiah et al.
- Observed changes in monthly baseflow across Africa J. Ayers et al.
- Biases Beyond the Mean in CMIP6 Extreme Precipitation: A Global Investigation H. Abdelmoaty et al.
- On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results G. Abramowitz et al.
- From Extreme Days to Event-Scale Persistence: Characterizing for Persistent Extreme Precipitation Across Multisource Datasets Z. Zhao et al.
- Do climate models agree on seasonal rainfall patterns and future changes over Southern Africa? A. Kennedy-Asser et al.
- Selecting CMIP6 global climate models (GCMs) for Coordinated Regional Climate Downscaling Experiment (CORDEX) dynamical downscaling over Southeast Asia using a standardised benchmarking framework P. Nguyen et al.
- Will a nonstationary change in extreme precipitation affect dam security in China? H. Huang et al.
- TPHiPr: a long-term (1979–2020) high-accuracy precipitation dataset (1∕30°, daily) for the Third Pole region based on high-resolution atmospheric modeling and dense observations Y. Jiang et al.
- Exploring Afro-Asian water fluxes in CMIP5 and CMIP6 models: Present-day evaluation and future projections T. Adeliyi et al.
- Changes in Early Summer Precipitation Characteristics Over South China and Taiwan: CESM2‐LE and CMIP6 Multi‐Model Simulations and Projections W. Huang et al.
- Do CMIP6 Climate Models Simulate Global or Regional Compound Events Skillfully? N. Ridder et al.
- Historical assessment and future projection of extreme precipitation in CMIP6 models: Global and continental T. Feng et al.
- Calibrating global hydrological models with GRACE TWS: does river storage matter? T. Trautmann et al.
- Robust Future Changes in Meteorological Drought in CMIP6 Projections Despite Uncertainty in Precipitation A. Ukkola et al.
- Constraining decadal variability regionally improves near-term projections of hot, cold and dry extremes P. De Luca et al.
- When moderate storms become Disasters: Operationalising the co-production of flood hazard in Iraq E. Savelli et al.
- Extreme Precipitating Events in Satellite and Rain Gauge Products over the Sahel S. Sanogo et al.
- Increasing global precipitation whiplash due to anthropogenic greenhouse gas emissions X. Tan et al.
- Future extreme precipitation may shift to colder seasons in northern mid- and high latitudes D. Zhu et al.
- Evaluating historical climate extremes in the FGOALS-g3 large ensemble in the presence of internal climate variability W. Zhang et al.
- Robust global detection of forced changes in mean and extreme precipitation despite observational disagreement on the magnitude of change I. de Vries et al.
- Spatiotemporal variation of precipitation on a global scale from 1960 to 2016 in a new normalized daily precipitation dataset J. Liu et al.
- A self-calibrating effective drought index (scEDI): Evaluation against social drought impact records over the Korean Peninsula (1777–2020) C. Park et al.
- Future changes in the mean and variability of extreme rainfall indices over the Guinea coast and role of the Atlantic equatorial mode K. Worou et al.
- Changes in extreme daily precipitation over Africa: Insights from a non-asymptotic statistical approach F. Marra et al.
- Impact of anthropogenic warming on emergence of extreme precipitation over global land monsoon area S. Moon et al.
- The observation range adjusted method: a novel approach to accounting for observation uncertainty in model evaluation J. Evans & H. Imran
- Strong regional trends in extreme weather over the next two decades under high- and low-emissions pathways C. Iles et al.
- Evaluation and inter-comparison of twenty-three gridded rainfall products representing a typical urban monsoon climate in India V. Kumar et al.
- Interannual Variations in Summer Extreme Precipitation Frequency over Northern Asia and Related Atmospheric Circulation Patterns H. Hong et al.
- Global mean frequency increases of daily and sub-daily heavy precipitation in ERA5 M. Chinita et al.
- Assessing and reducing uncertainties in future mean and extreme precipitation projections over China R. Hou et al.
- Improved the Characterization of Flood Monitoring Based on Reconstructed Daily GRACE Solutions over the Haihe River Basin S. Nie et al.
- Development of High-Resolution Agroclimatic Zoning Method to Determine Micro-Agroclimatic Zones in Greece N. Galatoulas et al.
- Changes in Observed Daily Precipitation over Global Land Areas since 1950 S. Contractor et al.
- Constraining the increased frequency of global precipitation extremes under warming C. Thackeray et al.
- Spatio-temporal assessment of extreme precipitation events in southeastern Brazil J. Orlandi Simões et al.
- How Credibly Do CMIP6 Simulations Capture Historical Mean and Extreme Precipitation Changes? M. Donat et al.
- A wide-scope approach to quantifying and predicting total uncertainty in (multi)annual suspended sediment load observations F. Tan et al.
- Improved Performance of High‐Resolution Climate Models in Simulating Asian Monsoon Rainfall Extremes Y. You & M. Ting
- Global hotspots for the occurrence of compound events N. Ridder et al.
- Spatial and temporal variability in the characteristics of extreme daily rainfalls in Ghana H. Capps Herron et al.
- Trends in extreme rainfall events over Northeast India: A novel perspective S. Singh et al.
- Characterizing the performances of different observational precipitation products and their uncertainties over Africa B. Ayugi et al.
- Discrepancies in changes in precipitation characteristics over the contiguous United States based on six daily gridded precipitation datasets I. Mallakpour et al.
- Global rainfall erosivity: Observation, attribution, and projection Y. Tong et al.
- Future changes in extreme precipitation in central Asia with 1.5–4°C global warming based on Coupled Model Intercomparison Project Phase 6 simulations J. Zhang & F. Wang
- Spatial and Statistical Analysis of Climate Change in the Middle East: A Study of Precipitation and Temperature Variability Using NOAA Weather Data and Geostatistical Methods M. Masoudi et al.
- A 0.01-degree gridded precipitation dataset for Japan, 1926-2020 M. Hatono et al.
- Assessment of potential risks induced by increasing extreme precipitation under climate change H. Huang et al.
- Anthropogenic warming induced intensification of summer monsoon frontal precipitation over East Asia S. Moon et al.
- Impact of Higher Spatial Atmospheric Resolution on Precipitation Extremes Over Land in Global Climate Models M. Bador et al.
Saved (final revised paper)
Latest update: 30 Apr 2026
Short summary
This paper provides the documentation of the REGEN dataset, a global land-based daily observational precipitation dataset from 1950 to 2016 at a gridded resolution of 1° × 1°. REGEN is currently the longest-running global dataset of daily precipitation and is expected to facilitate studies looking at changes and variability in several aspects of daily precipitation distributions, extremes and measures of hydrological intensity.
This paper provides the documentation of the REGEN dataset, a global land-based daily...