387 citations as recorded by crossref.

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20. Verification of Weather and Seasonal Forecast Information Concerning the Peri-Urban Farmers’ Needs in the Lower Ganges Delta in Bangladesh S. Paparrizos et al. 10.3390/atmos11101041
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27. Forecast Families: A New Method to Systematically Evaluate the Benefits of Improving the Skill of an Existing Forecast C. Rougé et al. 10.1061/JWRMD5.WRENG-5934
28. A stratospheric prognostic ozone for seamless Earth system models: performance, impacts and future B. Monge-Sanz et al. 10.5194/acp-22-4277-2022
29. Peruvian North Coast Climate Variability and Regional Ocean–Atmosphere Forcing M. Jury & L. Alfaro-Garcia 10.3390/coasts4030026
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31. Assessment of the marine heatwaves prediction performance of the short-term climate prediction system FIO-CPS v2.0 Y. Wang et al. 10.1016/j.wace.2025.100757
32. Statistical Seasonal Prediction of European Summer Mean Temperature Using Observational, Reanalysis, and Satellite Data M. Pyrina et al. 10.1175/WAF-D-20-0235.1
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38. Long-term prediction of Arctic sea ice concentrations using deep learning: Effects of surface temperature, radiation, and wind conditions Y. Kim et al. 10.1016/j.rse.2024.114568
39. Forecasting annual maximum water level for the Negro River at Manaus using dynamical seasonal predictions A. Chevuturi et al. 10.1016/j.cliser.2023.100342
40. Spatial Downscaling of Daily Temperature Minima Using Machine Learning Methods and Application to Frost Forecasting in Two Alpine Valleys S. Bhakare et al. 10.3390/atmos16010038
41. Developing models to establish seasonal forest fire early warning system D. Nuryanto et al. 10.1088/1755-1315/909/1/012005
42. Forecasting seasonal to sub-seasonal rainfall in Great Britain using convolutional-neural networks A. Barnes et al. 10.1007/s00704-022-04242-x
43. The Time-Scale-Dependent Response of the Wintertime North Atlantic to Increased Ocean Model Resolution in a Coupled Forecast Model C. Roberts et al. 10.1175/JCLI-D-19-0235.1
44. Examining the Role of the Main Terrestrial Factors Won the Seasonal Distribution of Atmospheric Carbon Dioxide Concentration over Iran S. Mousavi et al. 10.1007/s12524-022-01650-4
45. Forestry climate adaptation with HarvesterSeasons service—a gradient boosting model to forecast soil water index SWI from a comprehensive set of predictors in Destination Earth M. Strahlendorff et al. 10.3389/frsen.2024.1360572
46. Co-production pathway of an end-to-end climate service for improved decision-making in the wine sector M. Terrado et al. 10.1016/j.cliser.2023.100347
47. Evaluation and validation of TAMSAT‐ALERT soil moisture and WRSI for use in drought anticipatory action V. Boult et al. 10.1002/met.1959
48. Evaluation of Probabilistic Forecasts of Extreme Cold Events in S2S Models X. Liang et al. 10.3390/w15152795
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50. Copernicus Ocean State Report, issue 6 10.1080/1755876X.2022.2095169
51. Seasonal forecasting of mussel aquaculture meat yield in the Pelorus Sound N. Rampal et al. 10.3389/fmars.2023.1195921
52. On-farm evaluation of a crop forecast-based approach for season-specific nitrogen application in winter wheat P. M. & M. A.M. 10.1007/s11119-024-10175-4
53. Rapid Development of Systematic ENSO‐Related Seasonal Forecast Errors J. Beverley et al. 10.1029/2022GL102249
54. Lead time and skill of Australian wheat yield forecasts based on ENSO-analogue or GCM-derived seasonal climate forecasts – A comparative analysis A. Potgieter et al. 10.1016/j.agrformet.2022.109116
55. Temperature and precipitation seasonal forecasts over the Mediterranean region: added value compared to simple forecasting methods F. Calì Quaglia et al. 10.1007/s00382-021-05895-6
56. Diverse Surface Signatures of Stratospheric Polar Vortex Anomalies E. Kolstad et al. 10.1029/2022JD037422
57. Ensemble seasonal forecasting of typhoon frequency over the western North Pacific using multiple machine learning algorithms Z. Xiao et al. 10.1088/1748-9326/ad6f2c
58. Skillful Seasonal Forecast of Sargassum Proliferation in the Tropical Atlantic J. Jouanno et al. 10.1029/2023GL105545
59. Previsão climática da precipitação na bacia hidrográfica do rio Mundaú G. Gomes et al. 10.54033/cadpedv22n5-170
60. Summer predictions of Arctic sea ice edge in multi-model seasonal re-forecasts L. Batté et al. 10.1007/s00382-020-05273-8
61. Southern Ocean Ice Prediction System version 1.0 (SOIPS v1.0): description of the system and evaluation of synoptic-scale sea ice forecasts F. Zhao et al. 10.5194/gmd-17-6867-2024
62. Missing eddy feedback may explain weak signal-to-noise ratios in climate predictions S. Hardiman et al. 10.1038/s41612-022-00280-4
63. Seasonal prediction of Horn of Africa long rains using machine learning: The pitfalls of preselecting correlated predictors V. Deman et al. 10.3389/frwa.2022.1053020
64. Detectable use of ENSO information on crop production in Southern Africa E. Coughlan de Perez et al. 10.1016/j.cliser.2024.100514
65. Evaluation of ECMWF-SEAS5 Seasonal Temperature and Precipitation Predictions over South America G. Ferreira et al. 10.3390/cli10090128
66. Unfolding the relationship between seasonal forecast skill and value in hydropower production: a global analysis D. Lee et al. 10.5194/hess-26-2431-2022
67. Assessing seasonal forecast performance to predict crop irrigation requirements to support water management decision-making in the Mediterranean region D. Garcia et al. 10.1016/j.agwat.2025.109467
68. Predictability of marine heatwaves: assessment based on the ECMWF seasonal forecast system E. de Boisséson & M. Balmaseda 10.5194/os-20-265-2024
69. Revealing trends in extreme heatwave intensity: applying the UNSEEN approach to Nordic countries S. Berghald et al. 10.1088/1748-9326/ad2893
70. An Explainable Deep Learning Model for Daily Sea Ice Concentration Forecast Y. Li et al. 10.1109/TGRS.2024.3386930
71. Smart Climate Hydropower Tool: A Machine-Learning Seasonal Forecasting Climate Service to Support Cost–Benefit Analysis of Reservoir Management A. Essenfelder et al. 10.3390/atmos11121305
72. STEPNet: A Spatial and Temporal Encoding Pipeline to Handle Temporal Heterogeneity in Climate Modeling Using AI: A Use Case of Sea Ice Forecasting S. Wang et al. 10.1109/JSTARS.2025.3532219
73. Using probabilistic machine learning to better model temporal patterns in parameterizations: a case study with the Lorenz 96 model R. Parthipan et al. 10.5194/gmd-16-4501-2023
74. Indian Ocean temperature anomalies predict long-term global dengue trends Y. Chen et al. 10.1126/science.adj4427
75. Assessment of the FIO-CPS v2.0 in predicting 2-meter air temperature over China Q. Fu et al. 10.1016/j.dynatmoce.2023.101391
76. Forecasting the El Niño southern oscillation: physics, bias correction and combined models G. Reikard 10.1007/s00703-024-01038-8
77. An Intercomparison of Verification Scores for Evaluating the Sea Ice Edge Position in Seasonal Forecasts C. Palerme et al. 10.1029/2019GL082482
78. Skillful seasonal predictions of continental East-Asian summer rainfall by integrating its spatio-temporal evolution J. Ma et al. 10.1038/s41467-024-55271-1
79. Seasonal drought predictions in the Mediterranean using the SPEI index: Paving the way for their operational applicability in climate services S. Brands et al. 10.1016/j.cliser.2025.100555
80. Prediction of the Arctic Sea Ice Characteristics for Summer Seasons Using the INM RAS Earth System Model V. Bragina et al. 10.3103/S106837392408003X
81. Seasonal fire danger forecasts for supporting fire prevention management in an eastern Mediterranean environment: the case of Attica, Greece A. Karali et al. 10.5194/nhess-23-429-2023
82. Skilful seasonal forecasts of wind energy generation in India during the western summer monsoon J. Norman & A. Maycock 10.1088/1748-9326/adc1e2
83. Predictable decadal forcing of the North Atlantic jet speed by sub-polar North Atlantic sea surface temperatures K. Strommen et al. 10.5194/wcd-4-853-2023
84. Operational low-flow forecasting using LSTMs J. Deng et al. 10.3389/frwa.2023.1332678
85. Using Convolutional Neural Network to Emulate Seasonal Tropical Cyclone Activity D. Fu et al. 10.1029/2022MS003596
86. Combining data augmentation and hybrid modeling approaches for deep learning-based monthly streamflow forecasting W. Xu et al. 10.1016/j.jhydrol.2025.133318
87. Potential for surprising heat and drought events in wheat-producing regions of USA and China E. Coughlan de Perez et al. 10.1038/s41612-023-00361-y
88. Detecting the State of the Climate System via Artificial Intelligence to Improve Seasonal Forecasts and Inform Reservoir Operations M. Giuliani et al. 10.1029/2019WR025035
89. ProbFire: a probabilistic fire early warning system for Indonesia T. Nikonovas et al. 10.5194/nhess-22-303-2022
90. Variability of ENSO Forecast Skill in 2‐Year Global Reforecasts Over the 20th Century A. Weisheimer et al. 10.1029/2022GL097885
91. Seasonal ensemble forecasts for soil moisture, evapotranspiration and runoff across Australia E. Vogel et al. 10.1016/j.jhydrol.2021.126620
92. Seasonal soil moisture and crop yield prediction with fifth-generation seasonal forecasting system (SEAS5) long-range meteorological forecasts in a land surface modelling approach T. Boas et al. 10.5194/hess-27-3143-2023
93. Crop yield anomaly forecasting in the Pannonian basin using gradient boosting and its performance in years of severe drought E. Bueechi et al. 10.1016/j.agrformet.2023.109596
94. The suitability of a seasonal ensemble hybrid framework including data-driven approaches for hydrological forecasting S. Hauswirth et al. 10.5194/hess-27-501-2023
95. Regional-scale seasonal forecast of surface water availability in a semi-arid environment: The case of Ceará State in Northeast of Brazil E. Rottler et al. 10.1016/j.ejrh.2024.102058
96. Daily reservoir inflow forecasting using weather forecast downscaling and rainfall-runoff modeling: Application to Urmia Lake basin, Iran A. Meydani et al. 10.1016/j.ejrh.2022.101228
97. Near‐Term Forecasting of Terrestrial Mobile Species Distributions for Adaptive Management Under Extreme Weather Events R. Dobson et al. 10.1111/gcb.17579
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100. APPLYING DEEP LEARNING WITH CMIP5 DATASET FOR MONTHLY RAINFALL PREDICTION IN THAILAND K. HASEGAWA & S. KANAE 10.2208/jscejhe.77.2_I_1207
101. Probabilistic Forecasts of Arctic Sea Ice Thickness P. Gao et al. 10.1007/s13253-021-00480-0
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103. Evaluation of surrogate flood models for the use in impact-based flood warning systems at national scale M. Mosimann et al. 10.1016/j.envsoft.2023.105936
104. Downscaling long lead time daily rainfall ensemble forecasts through deep learning H. Jin et al. 10.1007/s00477-023-02444-x
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106. Multi-decadal variation of ENSO forecast skill since the late 1800s J. Lou et al. 10.1038/s41612-023-00417-z
107. Leveraging GCM-based forecasts for enhanced seasonal streamflow prediction in diverse hydrological regimes M. Girons Lopez et al. 10.1016/j.jhydrol.2024.132504
108. The German Climate Forecast System: GCFS K. Fröhlich et al. 10.1029/2020MS002101
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110. Advances in the Definition of Needs and Specifications for a Climate Service Tool Aimed at Small Hydropower Plants’ Operation and Management E. Contreras et al. 10.3390/en13071827
111. Decadal climate predictions with the Canadian Earth System Model version 5 (CanESM5) R. Sospedra-Alfonso et al. 10.5194/gmd-14-6863-2021
112. ENSO teleconnections and predictability of the boreal summer temperature over the Arabian Peninsula in C3S and Saudi-KAU seasonal forecast systems M. Almazroui et al. 10.1016/j.atmosres.2024.107856
113. Analysis of a Short-Term and a Seasonal Precipitation Forecast over Kenya S. Miller et al. 10.3390/atmos12111371
114. Improved intraseasonal variability in the initialization of SINTEX‐F2 using a spectral cumulus parameterization Y. Baba 10.1002/joc.7220
115. Assimilation of FY-3D and FY-3E Hyperspectral Infrared Atmospheric Sounding Observation and Its Impact on Numerical Weather Prediction during Spring Season over the Continental United States Q. Zhang & M. Shao 10.3390/atmos14060967
116. Winter precipitation predictability in Central Southwest Asia and its representation in seasonal forecast systems M. Horan et al. 10.1038/s41612-024-00594-5
117. Impacts of snow assimilation on seasonal snow and meteorological forecasts for the Tibetan Plateau W. Li et al. 10.5194/tc-16-4985-2022
118. Climate change adaptation stories: Co-creating climate services with reindeer herders in Finland M. Terrado et al. 10.1016/j.scitotenv.2023.168520
119. Seasonal climate forecasts show skill in predicting winter chill for specialty crops in California P. Jha & T. Pathak 10.1038/s43247-024-01623-0
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124. Using Selected Members of a Large Ensemble to Improve Prediction of Surface Air Temperature Anomalies Over Japan in the Winter Months From Mid-Autumn J. Ratnam et al. 10.3389/fclim.2022.919084
125. Deep Learning for Seasonal Precipitation Prediction over China W. Jin et al. 10.1007/s13351-022-1174-7
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127. SEAS5 skilfully predicts late wet‐season precipitation in Central American Dry Corridor excelling in Costa Rica and Nicaragua K. Kowal et al. 10.1002/joc.7514
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129. SICNetseason V1.0: a transformer-based deep learning model for seasonal Arctic sea ice prediction by incorporating sea ice thickness data Y. Ren et al. 10.5194/gmd-18-2665-2025
130. Assessment of seasonal soil moisture forecasts over the Central Mediterranean L. Silvestri et al. 10.5194/hess-29-925-2025
131. Seasonal Streamflow Forecast in the Tocantins River Basin, Brazil: An Evaluation of ECMWF-SEAS5 with Multiple Conceptual Hydrological Models L. Ávila et al. 10.3390/w15091695
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133. Improving analogues-based detection & attribution approaches for hurricanes S. Bourdin et al. 10.1088/1748-9326/adaa8d
134. Impact of Interannual Ozone Variations on the Downward Coupling of the 2002 Southern Hemisphere Stratospheric Warming H. Hendon et al. 10.1029/2020JD032952
135. Evaluation of Seasonal Prediction of Extreme Wind Resource Potential over China Based on a Dynamic Prediction System SIDRI-ESS V1.0 Z. Yan et al. 10.3390/atmos15091024
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137. Dynamical-statistical downscaling of seasonal hindcasts of temperature and precipitation over South America P. Tavares et al. 10.1590/2318-0331.302520240073
138. Calibration of ECMWF SEAS5 based streamflow forecast in Seasonal hydrological forecasting for Citarum river basin, West Java, Indonesia D. Ratri et al. 10.1016/j.ejrh.2022.101305
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149. The representation of winter Northern Hemisphere atmospheric blocking in ECMWF seasonal prediction systems P. Davini et al. 10.1002/qj.3974
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157. Indian Ocean impact on ENSO evolution 2014–2016 in a set of seasonal forecasting experiments M. Mayer & M. Balmaseda 10.1007/s00382-020-05607-6
158. Evaluating Geospatial Data Adequacy for Integrated Risk Assessments: A Malaria Risk Use Case L. Petutschnig et al. 10.3390/ijgi13020033
159. Distinct sources of dynamical predictability for two types of Atlantic Niño A. Liu et al. 10.1007/s00382-024-07169-3
160. Seasonal forecasting of snow resources at Alpine sites S. Terzago et al. 10.5194/hess-27-519-2023
161. A stochastic weather generator based framework for generating ensemble sub-monthly precipitation for streamflow prediction L. Yang et al. 10.1016/j.ejrh.2025.102186
162. Hemispheric Impact of North Atlantic SSTs in Subseasonal Forecasts C. Roberts et al. 10.1029/2020GL091446
163. An open workflow to gain insights about low‐likelihood high‐impact weather events from initialized predictions T. Kelder et al. 10.1002/met.2065
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165. Sea surface temperature predictability in the North Pacific from multi-model seasonal forecast E. Yati & S. Minobe 10.1007/s10872-021-00618-1
166. Optimal spatial scales for seasonal forecasts over Africa M. Young et al. 10.1088/1748-9326/ab94e9
167. State of Wildfires 2023–2024 M. Jones et al. 10.5194/essd-16-3601-2024
168. Modulation of European air quality by Euro-Atlantic weather regimes R. García-Herrera et al. 10.1016/j.atmosres.2022.106292
169. Quantifying the Benefits of Altimetry Assimilation in Seasonal Forecasts of the Upper Ocean M. Widlansky et al. 10.1029/2022JC019342
170. Present and Past Sea Surface Temperatures: A Recipe for Better Seasonal Climate Forecasts M. Switanek et al. 10.1175/WAF-D-19-0241.1
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175. Evolution of extreme precipitation in Spain: contribution of atmospheric dynamics and long-term trends S. Beguería et al. 10.1007/s00477-025-02961-x
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