Articles | Volume 21, issue 12
https://doi.org/10.5194/hess-21-6559-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-21-6559-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Evaluation of GPM IMERG Early, Late, and Final rainfall estimates using WegenerNet gauge data in southeastern Austria
Institute for Geophysics, Astrophysics, and Meteorology/Institute
of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz,
Austria
FWF-DK Climate Change, University of Graz, Graz, Austria
Ulrich Foelsche
Institute for Geophysics, Astrophysics, and Meteorology/Institute
of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz,
Austria
FWF-DK Climate Change, University of Graz, Graz, Austria
Wegener Center for Climate and Global Change (WEGC), University of
Graz, Graz, Austria
Gottfried Kirchengast
Wegener Center for Climate and Global Change (WEGC), University of
Graz, Graz, Austria
Institute for Geophysics, Astrophysics, and Meteorology/Institute
of Physics (IGAM/IP), NAWI Graz, University of Graz, Graz,
Austria
FWF-DK Climate Change, University of Graz, Graz, Austria
Juergen Fuchsberger
Wegener Center for Climate and Global Change (WEGC), University of
Graz, Graz, Austria
Jackson Tan
Universities Space Research Association,
Columbia, Maryland, USA
NASA Goddard Space Flight Center,
Greenbelt, Maryland, USA
Walter A. Petersen
Earth Sciences Office, ST-11, NASA
Marshall Space Flight Center, Huntsville, Alabama, USA
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147 citations as recorded by crossref.
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- Evaluation of diurnal variation of GPM IMERG‐derived summer precipitation over the contiguous US using MRMS data S. O & P. Kirstetter 10.1002/qj.3218
- Assessment of IMERG precipitation over Taiwan at multiple timescales W. Huang et al. 10.1016/j.atmosres.2018.08.004
- Reliability of satellite-derived precipitation data in driving hydrological simulations: A case study of the upper Huaihe River basin, China F. Chen et al. 10.1016/j.jhydrol.2022.128076
- Estimating Rainfall with Multi-Resource Data over East Asia Based on Machine Learning Y. Zhang et al. 10.3390/rs13163332
- Effect of Logarithmically Transformed IMERG Precipitation Observations in WRF 4D-Var Data Assimilation System J. Zhang et al. 10.3390/w12071918
- Assessment on IMERG V06 Precipitation Products Using Rain Gauge Data in Jinan City, Shandong Province, China P. Li et al. 10.3390/rs13071241
- Impacts of spatiotemporal resolutions of precipitation on flood event simulation based on multimodel structures – a case study over the Xiang River basin in China Q. Zhu et al. 10.5194/hess-28-1665-2024
- An outlook on the applicability of satellite precipitation products for monitoring extreme precipitation events in Nepal Himalaya R. Talchabhadel et al. 10.1002/wea.4143
- Spatiotemporal Variability of Rainfall and Surface Salinity in the Eastern Pacific Fresh Pool: A Joint In Situ and Satellite Analysis During the SPURS‐2 Field Campaign N. Chi et al. 10.1029/2022JC019599
- Rainfall characteristics over the Congo Air Boundary Region in southern Africa: A comparison of station and gridded rainfall products M. Maphugwi et al. 10.1016/j.atmosres.2024.107718
- Precipitation estimations based on remote sensing compared with data from weather stations over agricultural region of Argentina pampas G. Ovando et al. 10.1016/j.rsase.2021.100589
- Benefits of the Successive GPM Based Satellite Precipitation Estimates IMERG–V03, –V04, –V05 and GSMaP–V06, –V07 Over Diverse Geomorphic and Meteorological Regions of Pakistan F. Satgé et al. 10.3390/rs10091373
- MCSPF-Net: A Precipitation Forecasting Method Using Multi-Channel Cloud Observations of FY-4A Satellite by 3D Convolution Neural Network Y. Jiang et al. 10.3390/rs15184536
- Comparison of the Performance of IMERG Products and Interpolation-Based Precipitation Estimates in the Middle Reaches of Yellow River Basin J. Shi et al. 10.3390/w14091503
- A spatial evaluation of high-resolution wind fields from empirical and dynamical modeling in hilly and mountainous terrain C. Schlager et al. 10.5194/gmd-12-2855-2019
- The performance of the IMERG satellite-based product in identifying sub-daily rainfall events and their properties E. Freitas et al. 10.1016/j.jhydrol.2020.125128
- Evaluation of GPM-Era Satellite Precipitation Products on the Southern Slopes of the Central Himalayas Against Rain Gauge Data S. Sharma et al. 10.3390/rs12111836
- Performance assessment of GPM-based near-real-time satellite products in depicting diurnal precipitation variation over Taiwan J. Hsu et al. 10.1016/j.ejrh.2021.100957
- Multi time-scale evaluation of high-resolution satellite-based precipitation products over northeast of Austria E. Sharifi et al. 10.1016/j.atmosres.2018.02.020
- Inter-Comparison of Rain-Gauge, Radar, and Satellite (IMERG GPM) Precipitation Estimates Performance for Rainfall-Runoff Modeling in a Mountainous Catchment in Poland P. Gilewski & M. Nawalany 10.3390/w10111665
- Deep Convective Evolution From Shallow Clouds Over the Amazon and Congo Rainforests S. Chakraborty et al. 10.1029/2019JD030962
- Evaluation of GPM IMERG Product Over the Yellow River Basin Using an Improved Error-Component Procedure Y. Tian et al. 10.1109/JSTARS.2024.3392601
- Assessing the adequacy of bias corrected IMERG satellite precipitation estimates using extended mixture distribution mapping method over Yangtze River basin Q. Ma et al. 10.1051/matecconf/201824601096
- Systematic assessment of GPM IMERG V06 precipitation products with dense rain gauge observations over Zhejiang Province, China Z. Bi et al. 10.1002/joc.7838
- Evaluation of GPM IMERG and error sources for tropical cyclone precipitation over eastern China F. Chen et al. 10.1016/j.jhydrol.2023.130384
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- Validation of GPM IMERG Extreme Precipitation in the Maritime Continent by Station and Radar Data N. Da Silva et al. 10.1029/2021EA001738
- Cross-Examination of Similarity, Difference and Deficiency of Gauge, Radar and Satellite Precipitation Measuring Uncertainties for Extreme Events Using Conventional Metrics and Multiplicative Triple Collocation Z. Li et al. 10.3390/rs12081258
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- Near real-time hurricane rainfall forecasting using convolutional neural network models with Integrated Multi-satellitE Retrievals for GPM (IMERG) product T. Kim et al. 10.1016/j.atmosres.2022.106037
- High-Resolution Rainfall Estimation Using Ensemble Learning Techniques and Multisensor Data Integration M. Putra et al. 10.3390/s24155030
- Estimation of Significant Wave Heights from ASCAT Scatterometer Data via Deep Learning Network H. Wang et al. 10.3390/rs13020195
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- Spatiotemporal Assessment and Correction of Gridded Precipitation Products in North Western Morocco L. Ait Dhmane et al. 10.3390/atmos14081239
- Performance of the CMORPH and GPM IMERG Products over the United Arab Emirates T. Alsumaiti et al. 10.3390/rs12091426
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- Evaluation of IMERG V05B 30-Min Rainfall Estimates over the High-Elevation Tropical Andes Mountains N. Bulovic et al. 10.1175/JHM-D-20-0114.1
- Evaluation of Global Precipitation Measurement Rainfall Estimates against Three Dense Gauge Networks J. Tan et al. 10.1175/JHM-D-17-0174.1
- Improving GSMaP V06 precipitation products over the Upper Tocantins River basin in the Brazilian Cerrado, based on local rain-gauge network R. Pereira et al. 10.1007/s00704-022-03985-x
- On the understanding of very severe cyclone storm Ockhi with the WRF-ARW model P. Mukherjee & B. Ramakrishnan 10.1088/2752-5295/ac6adb
- Small Catchment Runoff Sensitivity to Station Density and Spatial Interpolation: Hydrological Modeling of Heavy Rainfall Using a Dense Rain Gauge Network C. Hohmann et al. 10.3390/w13101381
- The Contribution of Rain Gauges in the Calibration of the IMERG Product: Results from the First Validation over Spain F. Tapiador et al. 10.1175/JHM-D-19-0116.1
- Application of the GPM-IMERG Products in Flash Flood Warning: A Case Study in Yunnan, China M. Ma et al. 10.3390/rs12121954
- Moisture Origin and Transport for Extreme Precipitation over Indonesia’s New Capital City, Nusantara in August 2021 A. Purwaningsih et al. 10.3390/atmos13091391
- Hydrometeorological Assessment of Satellite and Model Precipitation Products over Taiwan P. Li et al. 10.1175/JHM-D-21-0130.1
- Bias correction of GPM IMERG Early Run daily precipitation product using near real-time CPC global measurements L. Wei et al. 10.1016/j.atmosres.2022.106403
- PrecipGradeNet: A New Paradigm and Model for Precipitation Retrieval with Grading of Precipitation Intensity D. Zhang et al. 10.3390/rs15010227
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- Evaluation of GPM IMERG satellite precipitation for rainfall–runoff modelling in Great Britain J. Gautam et al. 10.1080/02626667.2024.2394172
- Extreme value metastatistical analysis of remotely sensed rainfall in ungauged areas: Spatial downscaling and error modelling E. Zorzetto & M. Marani 10.1016/j.advwatres.2019.103483
- Performance evaluation of IMERG precipitation products during typhoon Lekima (2019) C. Yu et al. 10.1016/j.jhydrol.2021.126307
- Identifying Key Controls on Storm Formation over the Lake Victoria Basin B. Woodhams et al. 10.1175/MWR-D-19-0069.1
- Development of Multi-Source Weighted-Ensemble Precipitation: Influence of bias correction based on recurrent convolutional neural networks Y. Kao et al. 10.1016/j.jhydrol.2024.130621
- How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland? Z. Chi et al. 10.1080/01431161.2023.2277165
- Statistical Evaluation of the Latest GPM-Era IMERG and GSMaP Satellite Precipitation Products in the Yellow River Source Region J. Shi et al. 10.3390/w12041006
- Comparative Evaluation of the GPM IMERG Early, Late, and Final Hourly Precipitation Products Using the CMPA Data over Sichuan Basin of China S. Tang et al. 10.3390/w12020554
- Evaluation and comparison of 11 sets of gridded precipitation products over the Qinghai-Tibet Plateau P. Rao et al. 10.1016/j.atmosres.2024.107315
- Extensive evaluation of IMERG precipitation for both liquid and solid in Yellow River source region C. Meng et al. 10.1016/j.atmosres.2021.105570
- Validation of the First Years of GPM Operation over Cyprus A. Retalis et al. 10.3390/rs10101520
- Improved Rainfall Data in the Philippines through Concurrent Use of GPM IMERG and Ground-Based Measurements A. Veloria et al. 10.3390/rs13152859
- Performance evaluation of GPM-IMERG early and late rainfall estimates over Lake Hawassa catchment, Rift Valley Basin, Ethiopia N. Kawo et al. 10.1007/s12517-021-06599-1
- Two-decades of GPM IMERG early and final run products intercomparison: Similarity and difference in climatology, rates, and extremes Z. Li et al. 10.1016/j.jhydrol.2021.125975
- Evaluation of IMERG-E Precipitation Estimates for Fire Weather Applications in Alaska T. Gowan & J. Horel 10.1175/WAF-D-20-0023.1
- SATELLITE MEASUREMENTS OF PRECIPITATION INTENSITY AND THEIR VERIFICATION K. Sokur & L. Palamarchuk 10.17721/2306-5680.2021.3.5
- Assessing precipitation event characteristics throughout North Carolina derived from GPM IMERG data products E. Bartuska & R. Beighley 10.3389/frwa.2024.1296586
- Assessing sampling and retrieval errors of GPROF precipitation estimates over the Netherlands L. Bogerd et al. 10.5194/amt-17-247-2024
- Statistical and hydrological evaluation of the latest Integrated Multi-satellitE Retrievals for GPM (IMERG) over a midlatitude humid basin in South China S. Jiang et al. 10.1016/j.atmosres.2018.08.021
- Analysis of the groundwater scenario with respect to the crop water productivity for the Betwa–Dhasan river basin, Bundelkhand using remote sensing techniques R. Bhattacharjee et al. 10.1007/s12040-021-01709-9
- Time‐Lag Correlation Between Passive Microwave Measurements and Surface Precipitation and Its Impact on Precipitation Retrieval Evaluation Y. You et al. 10.1029/2019GL083426
- Evaluation of the Performance of Multi-Source Precipitation Data in Southwest China X. Jiang et al. 10.3390/w13223200
- Refined Spatialization of 10-Day Precipitation in China Based on GPM IMERG Data and Terrain Decomposition Using the BEMD Algorithm X. Zhu et al. 10.1007/s13351-023-2171-1
- Machine Learning-Based Error Modeling to Improve GPM IMERG Precipitation Product over the Brahmaputra River Basin M. Bhuiyan et al. 10.3390/forecast2030014
- Spatiotemporal patterns of satellite precipitation extremes in the Xijiang River Basin: From statistical characterization to stochastic behaviour modelling Q. Ma et al. 10.1002/joc.6846
- Spatial Patterns of Errors in GPM IMERG Summer Precipitation Estimates and Their Connections to Geographical Features in Complex Topographical Area R. Li et al. 10.3390/rs14194789
- Analysis of climatic extremes in the Parnaíba River Basin, Northeast Brazil, using GPM IMERG-V6 products F. Batista et al. 10.1016/j.wace.2024.100646
- How Accurately Can Satellite Products (TMPA and IMERG) Detect Precipitation Patterns, Extremities, and Drought Across the Nepalese Himalaya? S. Sharma et al. 10.1029/2020EA001315
- Performance evaluation of latest integrated multi-satellite retrievals for Global Precipitation Measurement (IMERG) over the northern highlands of Pakistan M. Anjum et al. 10.1016/j.atmosres.2018.02.010
- Evaluation of the Quality of Precipitation Products: A Case Study Using WRF and IMERG Data over the Central United States J. Zhang et al. 10.1175/JHM-D-18-0153.1
- Intercomparison of gridded precipitation datasets for prospective hydrological applications in Sri Lanka U. Bandara et al. 10.1002/joc.7421
- Impact of local versus global datasets on hydrological responses in Mahanadi River basin in India S. Naha et al. 10.1080/02626667.2023.2193700
- Suitability of high-temporal satellite-based precipitation products in flood simulation over a humid region of China Q. Zhu et al. 10.1080/02626667.2020.1844206
- Evaluation of the Spatiotemporal Distribution of Precipitation Using 28 Precipitation Indices and 4 IMERG Datasets over Nepal R. Talchabhadel et al. 10.3390/rs14235954
- Assessment of spatial uncertainty of heavy rainfall at catchment scale using a dense gauge network S. O & U. Foelsche 10.5194/hess-23-2863-2019
- Evaluation of GPM-IMERG rainfall estimates at multiple temporal and spatial scales over Greece A. Kazamias et al. 10.1016/j.atmosres.2021.106014
- Evaluation and Hydrological Validation of GPM Precipitation Products over the Nanliu River Basin, Beibu Gulf K. Tong et al. 10.3390/w10121777
- A new real-time groundwater level forecasting strategy: Coupling hybrid data-driven models with remote sensing data Q. Zhang et al. 10.1016/j.jhydrol.2023.129962
- Performance Assessment of GPM IMERG Products at Different Time Resolutions, Climatic Areas and Topographic Conditions in Catalonia E. Peinó et al. 10.3390/rs14205085
- Validation of GPM IMERG extreme precipitation in the Peninsular Malaysia and Philippines by station and radar data N. Da Silva et al. 10.1088/1755-1315/893/1/012020
- Ground Validation of GPM IMERG Precipitation Products over Iran F. Maghsood et al. 10.3390/rs12010048
- Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations A. Al-Areeq et al. 10.1080/19475705.2021.1924873
- Deep-Learning Based Inversion of Precipitation from Himawari-8 Satellite Data 瑞. 王 10.12677/ORF.2023.133172
- Performance evaluation of integrated multi-satellite retrieval for global precipitation measurement products over Gilgel Abay watershed, Upper Blue Nile Basin, Ethiopia T. Andualem et al. 10.1007/s40808-020-00795-w
- IMERG BraMaL: An improved gridded monthly rainfall product for Brazil based on satellite‐based IMERG estimates and machine learning techniques E. Freitas et al. 10.1002/joc.8562
- Performance Assessment of GSMaP and GPM IMERG Products during Typhoon Mangkhut X. Li et al. 10.3390/atmos12020134
- Anatomy of a storm: A review of shape analysis research that fuses form and function in weather forecasting and analysis S. Zick 10.1177/03091333221133098
- Evaluation of Near Real-Time Global Precipitation Measurement (GPM) Precipitation Products for Hydrological Modelling and Flood Inundation Mapping of Sparsely Gauged Large Transboundary Basins—A Case Study of the Brahmaputra Basin M. Jawad et al. 10.3390/rs16101756
- Multiple timescale assessment of wet season precipitation estimation over Taiwan using the PERSIANN family products W. Huang et al. 10.1016/j.jag.2021.102521
- Performance evaluation of IMERG products based on the extremely heavy rainstorm event (2021) once in a thousand years in Henan, China F. Gan et al. 10.1016/j.atmosres.2023.106639
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- A multi‐sensor evaluation of precipitation uncertainty for landslide‐triggering storm events E. Culler et al. 10.1002/hyp.14260
- Time series analysis of automated surface water extraction and thermal pattern variation over the Betwa river, India N. Das et al. 10.1016/j.asr.2021.04.020
- Direct Comparison Between Active C-Band Radar and Passive L-Band Radiometer Measurements: Extreme Event Cases Y. Zhao et al. 10.1109/LGRS.2018.2811712
- Preliminary Evaluation of GPM‐IMERG Rainfall Estimates Over Three Distinct Climate Zones With APHRODITE K. Sunilkumar et al. 10.1029/2018EA000503
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- Seasonal Error Component Analysis of the GPM IMERG Version 05 Precipitation Estimations Over Sichuan Basin of China S. Tang et al. 10.1029/2020EA001259
- Spatio-Temporal Evaluation of GPM-IMERGV6.0 Final Run Precipitation Product in Capturing Extreme Precipitation Events across Iran A. Bakhtar et al. 10.3390/w14101650
- Validation of GPM IMERG V05 and V06 Precipitation Products over Iran S. Hosseini-Moghari & Q. Tang 10.1175/JHM-D-19-0269.1
- Evaluation of GPM IMERG Performance Using Gauge Data over Indonesian Maritime Continent at Different Time Scales R. Ramadhan et al. 10.3390/rs14051172
- How do different sensors impact IMERG precipitation estimates during hurricane days? H. Ayat et al. 10.1016/j.rse.2021.112417
- Investigating the efficacy of a new symmetric index of agreement for evaluating WRF simulated summer monsoon rainfall over northeast India A. Chakravorty et al. 10.1007/s00703-020-00761-2
- Evaluation and Hydrological Utility of the Latest GPM IMERG V5 and GSMaP V7 Precipitation Products over the Tibetan Plateau D. Lu & B. Yong 10.3390/rs10122022
- Performance Evaluation of Version 5 (V05) of Integrated Multi-Satellite Retrievals for Global Precipitation Measurement (IMERG) over the Tianshan Mountains of China M. Yang et al. 10.3390/w11061139
- The Uncertainty of IMERG Over the Western Edge of the Eastern Pacific Fresh Pool: An Error Model Based on SPURS-2 Field Campaign Observations Z. Li et al. 10.1109/TGRS.2023.3306795
- Empirical high-resolution wind field and gust model in mountainous and hilly terrain based on the dense WegenerNet station networks C. Schlager et al. 10.5194/amt-11-5607-2018
- Evaluation of Satellite-Based Rainfall Estimates in the Lower Mekong River Basin (Southeast Asia) C. Dandridge et al. 10.3390/rs11222709
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- Evaluation of the GPM IMERG product at the hourly timescale over China Y. Wang et al. 10.1016/j.atmosres.2023.106656
- Evaluating IMERG Precision: Comparative Study of Daily and Six-Hourly Scales in Diverse Climate Zones of Iran N. Beikahmadi & M. Rahimzadegan 10.1134/S1024856023030223
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- Novel evaluation of sub‐seasonal precipitation ensemble forecasts for identifying high‐impact weather events associated with the Indian monsoon S. Kolusu et al. 10.1002/met.2139
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- Evaluation of IMERG for GPM satellite-based precipitation products for extreme precipitation indices over Turkiye H. Aksu et al. 10.1016/j.atmosres.2023.106826
- UAV based comprehensive modelling approach for flood hazard assessment and mitigation planning K. Darji et al. 10.1016/j.pce.2024.103609
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- Can global rainfall estimates (satellite and reanalysis) aid landslide hindcasting? U. Ozturk et al. 10.1007/s10346-021-01689-3
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- Evaluation and Application of Satellite Precipitation Products in Studying the Summer Precipitation Variations over Taiwan W. Huang et al. 10.3390/rs12030347
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- Evaluation of Integrated Nowcasting through Comprehensive Analysis (INCA) precipitation analysis using a dense rain-gauge network in southeastern Austria E. Ghaemi et al. 10.5194/hess-25-4335-2021
- High-Resolution Spatiotemporal Trend Analysis of Precipitation Using Satellite-Based Products over the United Arab Emirates K. Hussein et al. 10.3390/w13172376
- Performance of the IMERG Precipitation Products over High-latitudes Region of Finland M. Mahmoud et al. 10.3390/rs13112073
- Grid box-level evaluation of IMERG over Brazil at various space and time scales A. Gadelha et al. 10.1016/j.atmosres.2018.12.001
- Can the GPM IMERG Final Product Accurately Represent MCSs’ Precipitation Characteristics over the Central and Eastern United States? W. Cui et al. 10.1175/JHM-D-19-0123.1
- What Is the Added Value of a Convection-Permitting Model for Forecasting Extreme Rainfall over Tropical East Africa? B. Woodhams et al. 10.1175/MWR-D-17-0396.1
Latest update: 12 Nov 2024
Short summary
We evaluate gridded satellite rainfall estimates, from GPM IMERG, through a direct grid-to-grid comparison with gauge data from the WegenerNet Feldbach (WEGN) network in southeastern Austria. As the WEGN data are independent of the IMERG gauge adjustment process, we could analyze the IMERG estimates across its three different runs. Our results show the effects of additional retrieval processes on the final rainfall estimates, and consequently provide IMERG accuracy information for data users.
We evaluate gridded satellite rainfall estimates, from GPM IMERG, through a direct grid-to-grid...