114 citations as recorded by crossref.

1. How much water is used for irrigation? A new approach exploiting coarse resolution satellite soil moisture products L. Brocca et al. 10.1016/j.jag.2018.08.023
2. Comprehensive evaluation of satellite and reanalysis precipitation products over the eastern Tibetan plateau characterized by a high diversity of topographies H. Lei et al. 10.1016/j.atmosres.2021.105661
3. Assessing the sensitivity of modelled water partitioning to global precipitation datasets in a data‐scarce dryland region E. Quichimbo et al. 10.1002/hyp.15047
4. Validating CYGNSS Wind Speeds with Surface-Based Observations and Triple Collocation Analysis A. Wild et al. 10.3390/rs16244702
5. 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
6. Sensor Networks, Data Processing, and Inference: The Hydrology Challenge A. Zanella et al. 10.1109/ACCESS.2023.3318739
7. Rainfall Spatial Estimations: A Review from Spatial Interpolation to Multi-Source Data Merging Q. Hu et al. 10.3390/w11030579
8. Evaluation of precipitation datasets available on Google earth engine over India S. Dubey et al. 10.1002/joc.7102
9. A double instrumental variable method for geophysical product error estimation J. Dong et al. 10.1016/j.rse.2019.03.003
10. Assessment of GPM and SM2RAIN-ASCAT rainfall products over complex terrain in southern Italy F. Chiaravalloti et al. 10.1016/j.atmosres.2018.02.019
11. Triple Collocation Analysis of Satellite Precipitation Estimates over Australia A. Wild et al. 10.3390/rs14112724
12. Comparing and contrasting the performance of high-resolution precipitation products via error decomposition and triple collocation: An application to different climate classes of the central Iran A. Ghomlaghi et al. 10.1016/j.jhydrol.2022.128298
13. 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
14. Spatiotemporal assessment of the PERSIANN family of satellite precipitation data over Fars Province, Iran N. Salmani-Dehaghi & N. Samani 10.1007/s00704-019-02872-2
15. Effects of different precipitation inputs on streamflow simulation in the Irrawaddy River Basin, Myanmar T. Sirisena et al. 10.1016/j.ejrh.2018.10.005
16. Assessment of Level-3 Gridded Global Precipitation Mission (GPM) Products Over Oceans S. Khan & V. Maggioni 10.3390/rs11030255
17. A Novel Merging Method for Generating High-Quality Spatial Precipitation Information over Mainland China N. Zhao 10.3390/w15030575
18. Soil moisture product consistency for operational drought monitoring in Europe J. Gaona et al. 10.5194/hess-29-3865-2025
19. Evaluation of Six Satellite Precipitation Products over the Chinese Mainland Z. Liu et al. 10.3390/rs14246277
20. MSWEP V2 Global 3-Hourly 0.1° Precipitation: Methodology and Quantitative Assessment H. Beck et al. 10.1175/BAMS-D-17-0138.1
21. How well do gridded precipitation and actual evapotranspiration products represent the key water balance components in the Nile Basin? I. McNamara et al. 10.1016/j.ejrh.2021.100884
22. Multi-criteria evaluation of satellite-based precipitation estimates over agro-climatic zones of India D. Dayal et al. 10.1016/j.atmosres.2023.106879
23. Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al. 10.5194/hess-25-17-2021
24. Effects of Different Spatial Precipitation Input Data on Crop Model Outputs under a Central European Climate S. Thaler et al. 10.3390/atmos9080290
25. Towards a novel high-spatial-resolution satellite rainfall product from C-band SAR Sentinel-1 over Central South Korea based on a bottom-up approach H. Nguyen et al. 10.1080/01431161.2022.2122894
26. Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling H. Beck et al. 10.5194/hess-21-6201-2017
27. Spatio-temporal accuracy evaluation of MSWEP daily precipitation over the Huaihe River Basin, China: A comparison study with representative satellite- and reanalysis-based products L. Li et al. 10.1007/s11442-022-2047-9
28. Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data P. Filippucci et al. 10.1016/j.advwatres.2019.103502
29. Improving Rain/No-Rain Detection Skill by Merging Precipitation Estimates from Different Sources J. Dong et al. 10.1175/JHM-D-20-0097.1
30. Toward a self-calibrated and independent SM2RAIN rainfall product P. Filippucci et al. 10.1016/j.jhydrol.2021.126837
31. Advancing High-Mountain Precipitation Reconstruction Through Merging of Multiple Data Sources: Triple Collocation Versus Signal-to-Noise Ratio Optimization S. Shah et al. 10.1109/TGRS.2024.3494812
32. Precipitation data merging via machine learning: Revisiting conceptual and technical aspects P. Kossieris et al. 10.1016/j.jhydrol.2024.131424
33. Development of HYPER-P: HYdroclimatic PERformance-enhanced Precipitation at 1 km/daily over the Europe-Mediterranean region from 2007 to 2022 P. Filippucci et al. 10.5194/essd-17-5221-2025
34. An Assessment of Extreme Precipitation Trends in the Missouri River Basin: Insights From Three Gridded Precipitation Data Sets and Climate Indices C. Gupta et al. 10.1002/joc.70163
35. Reliability of SM2RAIN precipitation datasets in comparison to gauge observations and hydrological modelling over arid regions F. Satgé et al. 10.1002/joc.6704
36. A Binned Triple Collocation for Estimating Regime-Dependent Uncertainties of Precipitation V. Pellet 10.1109/LGRS.2022.3162703
37. Improving hydrological process simulation in mountain watersheds: Integrating WRF model gridded precipitation data into the SWAT model A. Jiang et al. 10.1016/j.jhydrol.2024.131687
38. Review of gridded climate products and their use in hydrological analyses reveals overlaps, gaps, and the need for a more objective approach to selecting model forcing datasets K. Mankin et al. 10.5194/hess-29-85-2025
39. SM2RAIN-CCI: a new global long-term rainfall data set derived from ESA CCI soil moisture L. Ciabatta et al. 10.5194/essd-10-267-2018
40. Investigating the utility of satellite-based precipitation products for simulating extreme discharge events: an exhaustive model-driven approach for a tropical river basin in India D. Dayal et al. 10.1007/s10661-024-12746-4
41. A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates S. Do et al. 10.3389/frsen.2024.1474088
42. Testing the potential of soil moisture observations to estimate rainfall in a soil tank experiment S. Song et al. 10.1016/j.jhydrol.2019.124368
43. A GWR downscaling method to reconstruct high-resolution precipitation dataset based on GSMaP-Gauge data: A case study in the Qilian Mountains, Northwest China H. Wang et al. 10.1016/j.scitotenv.2021.152066
44. Spatiotemporal evaluation of five satellite-based precipitation products under the arid environment of Saudi Arabia A. Jazem Ghanim et al. 10.1063/5.0191924
45. Complementing near-real time satellite rainfall products with satellite soil moisture-derived rainfall through a Bayesian Inversion approach C. Massari et al. 10.1016/j.jhydrol.2019.03.038
46. Exploiting Satellite-Based Surface Soil Moisture for Flood Forecasting in the Mediterranean Area: State Update Versus Rainfall Correction C. Massari et al. 10.3390/rs10020292
47. Development of Open-Source Tools for Event-Based Hydrological Modelling Using GIS and Python A. Almeida-Ñauñay et al. 10.3390/w17142160
48. Enhancing seasonal fire predictions with hybrid dynamical and random forest models M. Torres-Vázquez et al. 10.1038/s44304-025-00069-4
49. A macroscale evapotranspiration benchmark based on spatial and temporal enhancements to the Budyko framework L. Zhang et al. 10.1016/j.jhydrol.2025.133625
50. New Insights Into Error Decomposition for Precipitation Products Y. Zhang et al. 10.1029/2021GL094092
51. Suitability of 17 gridded rainfall and temperature datasets for large-scale hydrological modelling in West Africa M. Dembélé et al. 10.5194/hess-24-5379-2020
52. A comprehensive investigation of three long‐term precipitation datasets: Which performs better in the Yellow River basin? R. Huang et al. 10.1002/joc.8383
53. Satellite soil moisture data assimilation for improved operational continental water balance prediction S. Tian et al. 10.5194/hess-25-4567-2021
54. A Digital Twin of the terrestrial water cycle: a glimpse into the future through high-resolution Earth observations L. Brocca et al. 10.3389/fsci.2023.1190191
55. The evaluation of IMERG and ERA5-Land daily precipitation over China with considering the influence of gauge data bias W. Xie et al. 10.1038/s41598-022-12307-0
56. River flow prediction in data scarce regions: soil moisture integrated satellite rainfall products outperform rain gauge observations in West Africa L. Brocca et al. 10.1038/s41598-020-69343-x
57. Error investigation of rain retrievals from disdrometer data using triple colocation C. Annella et al. 10.1002/asl.1127
58. A Preliminary Assessment of the Gauge-Adjusted Near-Real-Time GSMaP Precipitation Estimate over Mainland China D. Lu & B. Yong 10.3390/rs12010141
59. Hydroclimate assessment of gridded precipitation products for the Tibetan Plateau Y. Wu et al. 10.1016/j.scitotenv.2019.01.119
60. Comprehensive evaluation and comparison of ten precipitation products in terms of accuracy and stability over a typical mountain basin, Southwest China C. Mo et al. 10.1016/j.atmosres.2023.107116
61. Improving daily precipitation estimation using a double triple collocation-based (DTC) merging framework J. Gu et al. 10.1016/j.jhydrol.2024.132422
62. An intercomparison of four gridded precipitation products over Europe using an extension of the three-cornered-hat method L. Lledó et al. 10.5194/hess-28-5149-2024
63. Triple Collocation Based Multi-Source Precipitation Merging J. Dong et al. 10.3389/frwa.2020.00001
64. Evaluation of Satellite Precipitation Estimates over the South West Pacific Region A. Wild et al. 10.3390/rs13193929
65. Uncertainty Quantification of Satellite Soil Moisture Retrieved Precipitation in the Central Tibetan Plateau K. Zhang et al. 10.3390/rs15102600
66. River runoff estimation with satellite rainfall in Morocco Y. Tramblay et al. 10.1080/02626667.2023.2171295
67. Satellite-based streamflow simulation using CHIRPS satellite precipitation product in Shah Bahram Basin, Iran S. Mokhtari et al. 10.1007/s11600-021-00724-0
68. SM2RAIN-Climate, a monthly global long-term rainfall dataset for climatological studies H. Mosaffa et al. 10.1038/s41597-023-02654-6
69. Intercomparison of H SAF and IMERG heavy rainfall retrievals over a Mediterranean coastal region E. Peinó et al. 10.1016/j.atmosres.2025.108311
70. Spatially continuous assessment of satellite-based precipitation products using triple collocation approach and discrete gauge observations via geographically weighted regression P. Wang et al. 10.1016/j.jhydrol.2022.127640
71. Assessing the accuracy and drought utility of long-term satellite-based precipitation estimation products using the triple collocation approach X. Bai et al. 10.1016/j.jhydrol.2021.127098
72. Diurnal variation features and dry times impact based on the latest hourly satellite-based precipitation data across China Y. Gu et al. 10.1016/j.ejrh.2025.102859
73. Assessment and Data Fusion of Satellite-Based Precipitation Estimation Products over Ungauged Areas Based on Triple Collocation without In Situ Observations X. Wu et al. 10.3390/rs15174210
74. Downscaling and Calibration Analysis of Precipitation Data in the Songhua River Basin Using the GWRK Model and Rain Gauges B. Zhang et al. 10.1109/JSTARS.2024.3424349
75. GRACEfully Closing the Water Balance: A Data‐Driven Probabilistic Approach Applied to River Basins in Iran G. Schoups & M. Nasseri 10.1029/2020WR029071
76. A Comparison of Various Correction and Blending Techniques for Creating an Improved Satellite-Gauge Rainfall Dataset over Australia Z. Chua et al. 10.3390/rs14020261
77. Evaluating precipitation datasets for large-scale distributed hydrological modelling M. Mazzoleni et al. 10.1016/j.jhydrol.2019.124076
78. Comprehensive Evaluation of Satellite-Based Rainfall Measurements Through Rain Gauge Validation Using Advanced Statistical Regression and Machine Learning Models by Using Python K. Sumith 10.1007/s11269-025-04168-9
79. Climate-dependent propagation of precipitation uncertainty into the water cycle A. Fallah et al. 10.5194/hess-24-3725-2020
80. A daily 25 km short-latency rainfall product for data-scarce regions based on the integration of the Global Precipitation Measurement mission rainfall and multiple-satellite soil moisture products C. Massari et al. 10.5194/hess-24-2687-2020
81. Improving the SM2RAIN-derived rainfall estimation using Bayesian optimization L. Miao et al. 10.1016/j.jhydrol.2023.129728
82. Functional regression concurrent model with spatially correlated errors: application to rainfall ground validation J. Ospína-Galindez et al. 10.1080/02664763.2018.1544231
83. Integration of multiple drought indices using a triple collocation approach J. Baik et al. 10.1007/s00477-021-02044-7
84. High resolution (1 km-daily) potential evapotranspiration dataset over Europe and the Mediterranean region S. Bouabdelli et al. 10.1016/j.jhydrol.2025.133839
85. Performance Assessment of SM2RAIN-CCI and SM2RAIN-ASCAT Precipitation Products over Pakistan K. Rahman et al. 10.3390/rs11172040
86. A Fast Generative Adversarial Network Combined With Transformer for Downscaling GRACE Terrestrial Water Storage Data in Southwestern China S. Gu et al. 10.1109/TGRS.2024.3349548
87. Spatiotemporal Evaluation and Estimation of Precipitation of Multi-Source Precipitation Products in Arid Areas of Northwest China—A Case Study of Tianshan Mountains X. Li et al. 10.3390/w14162566
88. Improving Global Monthly and Daily Precipitation Estimation by Fusing Gauge Observations, Remote Sensing, and Reanalysis Data Sets L. Xu et al. 10.1029/2019WR026444
89. SM2RAIN–ASCAT (2007–2018): global daily satellite rainfall data from ASCAT soil moisture observations L. Brocca et al. 10.5194/essd-11-1583-2019
90. Triple collocation-based merging of multi-source gridded evapotranspiration data in the Nordic Region X. Li et al. 10.1016/j.agrformet.2023.109451
91. Intercomparison of trend analysis of Multisatellite Monthly Precipitation Products and Gauge Measurements for River Basins of India A. Mondal et al. 10.1016/j.jhydrol.2018.08.083
92. Quantifying the Reliability and Uncertainty of Satellite, Reanalysis, and Merged Precipitation Products in Hydrological Simulations over the Topographically Diverse Basin in Southwest China H. Lei et al. 10.3390/rs15010213
93. How to enhance the inverse distance weighting method to detect the precipitation pattern in a large-scale watershed A. Ghomlaghi et al. 10.1080/02626667.2022.2124874
94. Multi-year evaluation of CloudSat, ERA5, and IMERG global snowfall products Q. Ji et al. 10.1016/j.jhydrol.2024.131500
95. Evaluation of a MetOp ASCAT‐Derived Surface Soil Moisture Product in Tundra Environments E. Högström et al. 10.1029/2018JF004658
96. An instrument variable based algorithm for estimating cross-correlated hydrological remote sensing errors J. Dong et al. 10.1016/j.jhydrol.2019.124413
97. Merging Satellite Products and Rain-Gauge Observations to Improve Hydrological Simulation: A Review H. Belay et al. 10.3390/earth3040072
98. Exploring the actual spatial resolution of 1 km satellite soil moisture products L. Brocca et al. 10.1016/j.scitotenv.2024.174087
99. Validation of Satellite, Reanalysis and RCM Data of Monthly Rainfall in Calabria (Southern Italy) G. Caroletti et al. 10.3390/rs11131625
100. Can We Use the Water Budget to Infer Upland Catchment Behavior? The Role of Data Set Error Estimation and Interbasin Groundwater Flow B. Gordon et al. 10.1029/2021WR030966
101. Comparison of traditional method and triple collocation analysis for evaluation of multiple gridded precipitation products across Germany Z. Duan et al. 10.1175/JHM-D-21-0049.1
102. Triple collocation-based error estimation and data fusion of global gridded precipitation products over the Yangtze River basin C. Chen et al. 10.1016/j.jhydrol.2021.127307
103. A review of globally available data sources for modelling the Water-Energy-Food Nexus J. Lodge et al. 10.1016/j.earscirev.2023.104485
104. Daily evaluation of 26 precipitation datasets using Stage-IV gauge-radar data for the CONUS H. Beck et al. 10.5194/hess-23-207-2019
105. Characterizing the performances of different observational precipitation products and their uncertainties over Africa B. Ayugi et al. 10.1088/1748-9326/ad416b
106. Enhancing the Australian Gridded Climate Dataset rainfall analysis using satellite data Z. Chua et al. 10.1038/s41598-022-25255-6
107. Downscaling and Merging of Daily Scale Satellite Precipitation Data in the Three River Headwaters Region Fused with Cloud Attributes and Rain Gauge Data C. Xu et al. 10.3390/w15061233
108. A combined extended triple collocation and cumulative distribution function merging framework for improved daily precipitation estimates over mainland China L. Wei et al. 10.1016/j.jhydrol.2024.131757
109. From SMOS Soil Moisture to 3-hour Precipitation Estimates at 0.1° Resolution in Africa T. Pellarin et al. 10.3390/rs14030746
110. On the performance of satellite precipitation products in riverine flood modeling: A review V. Maggioni & C. Massari 10.1016/j.jhydrol.2018.01.039
111. The Precipitation Inferred from Soil Moisture (PrISM) Near Real-Time Rainfall Product: Evaluation and Comparison T. Pellarin et al. 10.3390/rs12030481
112. Comparison of two long-term and high-resolution satellite precipitation datasets in Xinjiang, China F. Gao et al. 10.1016/j.atmosres.2018.05.016
113. Performance evaluation of CMORPH satellite precipitation product in the Zambezi Basin W. Gumindoga et al. 10.1080/01431161.2019.1602791
114. Measurements and Observations in the XXI century (MOXXI): innovation and multi-disciplinarity to sense the hydrological cycle F. Tauro et al. 10.1080/02626667.2017.1420191