Precipitation

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Period ending 2026-09-21

9 new papers

A weekly snapshot of new work published in Precipitation.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Precipitation.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Precipitation.

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288 papers

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CardsList

  1. AlphaEarth Satellite Embeddings for Modelling Climate Sensitive Diseases Towards Global Health Resilience

    Apr 29, 2026Usman Nazir, I-Han Cheng, Sara KhalidMalariaClimate

  2. Interpretable rainfall modelling reveals rapid reorganisation of Amazonian rainfall under vegetation loss

    Apr 29, 2026Lilly Horvath-Makkos, Fayyaz MinhasPrecipitationForest Inventory

  3. Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska

    Apr 28, 2026Douglas Brinkerhoff, Elizabeth FischerDynamical DownscalingGlobal Climate Models

  4. Deep Learning-Enabled Dissolved Oxygen Sensing in Biofouling Environments for Ocean Monitoring

    Apr 27, 2026Nikolaos Salaris, Adrien Desjardins, Manish K. TiwariNitrogenClimate

  5. IMPA-Net: Meteorology-Aware Multi-Scale Attention and Dynamic Loss for Extreme Convective Radar Nowcasting

    Apr 27, 2026Haofei Cui, Guangxin He, Juanzhen Sun +5PrecipitationRadar

  6. DecompKAN: Decomposed Patch-KAN for Long-Term Time Series Forecasting

    Apr 27, 2026Naveen MysoreKolmogorov-Arnold NetworksPhysiological Data

  7. A Differentiable Framework for Global Circulation Model Precipitation Bias Correction

    Apr 24, 2026Kamlesh Sawadekar, Seth McGinnis, Peijun Li +2Global Climate ModelsPrecipitation

  8. Deep Clustering for Climate: Analyzing Teleconnections through Learned Categorical States

    Apr 24, 2026Lívia Meinhardt, Dário OliveiraClimateImage Clustering

  9. Explanation of Dynamic Physical Field Predictions using WassersteinGrad: Application to Autoregressive Weather Forecasting

    Apr 24, 2026Younes Essafouri, Laure Raynaud, Luciano Drozda +1Artificial Intelligence Weather ModelsNeural Fields

  10. A Scale-Adaptive Framework for Joint Spatiotemporal Super-Resolution with Diffusion Models

    Apr 23, 2026Max Defez, Filippo Quarenghi, Mathieu Vrac +2Super-Resolution FrameworkDynamical Downscaling

  11. From Codebooks to VLMs: Evaluating Automated Visual Discourse Analysis for Climate Change on Social Media

    Apr 23, 2026Katharina Prasse, Steffen Jung, Isaac Bravo +4Social MediaLarge Vision Language Models

  12. Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2

    Apr 23, 2026Shady E. Ahmed, Hui Wan, Saad Qadeer +5EmulatorsAtmospheric Dynamics

  13. HyperFM: An Efficient Hyperspectral Foundation Model with Spectral Grouping

    Apr 22, 2026Zahid Hassan Tushar, Sanjay PurushothamHyperspectral ImagingAtmospheric Dynamics

  14. climt-paraformer: Stable Emulation of Convective Parameterization using a Temporal Memory-aware Transformer

    Apr 22, 2026Shuochen Wang, Nishant Yadav, Joy Merwin Monteiro +1Global Climate ModelsEmulators

  15. StormNet: Improving storm surge predictions with a GNN-based spatio-temporal offset forecasting model

    Apr 22, 2026Noujoud Nader, Stefanos Giaremis, Clint Dawson +3Accurate Flood PredictionSpatio-Temporal Forecasting

  16. Mechanistic Interpretability Tool for AI Weather Models

    Apr 22, 2026Kirsten I. Tempest, Matthias Beylich, George C. CraigArtificial Intelligence Weather ModelsMechanistic Interpretability

  17. A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

    Apr 22, 2026Antoine Heranval, Olivier Lopez, Didier Ngatcha +1Accurate Flood PredictionInsurance

  18. Improvements to the post-processing of weather forecasts using machine learning and feature selection

    Apr 21, 2026Kazuma Iwase, Tomoyuki TakenawaPrecipitationAdverse Weather

  19. An Adaptive Spatiotemporal Clustering Framework for 3D Ocean Subsurface Temperature Reconstruction

    Apr 21, 2026Ming Shan Loo, Wengen Li, Xudong Jiang +4Sea-Surface Temperature DataWeather Models

  20. Attention-based Multi-modal Deep Learning Model of Spatio-temporal Crop Yield Prediction with Satellite, Soil and Climate Data

    Apr 21, 2026Gopal Krishna Shyam, Ila ChandrakarSatellite DataSatellite Imagery

  21. AutoAWG: Adverse Weather Generation with Adaptive Multi-Controls for Automotive Videos

    Apr 21, 2026Jiagao Hu, Daiguo Zhou, Danzhen Fu +6Controllable Video GenerationAutonomous Driving

  22. Style-Based Neural Architectures for Real-Time Weather Classification

    Apr 20, 2026Hamed Ouattara, Pascal Houssam Salmane, Pierre Duthon +2Image ClassificationConvolutional Neural Networks

  23. Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting

    Apr 20, 2026Firat Ozdemir, Yun Cheng, Salman Mohebi +11Time Series Foundation ModelsGeospatial Foundation Models

  24. ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis

    Apr 18, 2026Hao Wang, Jindong Han, Wei Fan +1ClimateLarge Language Model Agents

  25. Chronax: A Jax Library for Univariate Statistical Forecasting and Conformal Inference

    Apr 17, 2026Xan Carey, Yash Deshmukh, Aileen Huang +7Multivariate ForecastingChronos

  26. Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias Correction

    Apr 17, 2026Hannah Guan, Soukayna Mouatadid, Paulo Orenstein +10Global Climate ModelsPrecipitation

  27. Agentic Microphysics: A Manifesto for Generative AI Safety

    Apr 16, 2026Federico Pierucci, Matteo Prandi, Marcantonio Bracale Syrnikov +2Artificial Intelligence SafetyAgentic Systems

  28. ClimateCause: Complex and Implicit Causal Structures in Climate Reports

    Apr 16, 2026Liesbeth Allein, Nataly Pineda-Castañeda, Andrea Rocci +1Causal GraphCausal Reasoning

  29. How Can Machine Learning Emulators Best Support Climate Science?

    Mar 20, 2026Luca Schmidt, Nina Effenberger, Vitus Benson +5EmulatorsGlobal Climate Models

  30. Trustworthy Predictive Distributions for Tail Events with Semiparametric Diagnostic Transport Maps

    Mar 11, 2026Elizabeth Cucuzzella, Rafael Izbicki, Ann B. LeePrecipitationPosterior

  31. Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

    Mar 7, 2026Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4Visual AnalyticsHigh-Performance Computing

  32. HVR-Met: A Hypothesis-Verification-Replanning Agentic System for Extreme Weather Diagnosis

    Mar 1, 2026Shuo Tang, Jiadong Zhang, Gengxian Zhou +11Artificial Intelligence Weather ModelsAdverse Weather

  33. Partial recovery of meter-scale surface weather

    Feb 26, 2026Jonathan Giezendanner, Qidong Yang, Ruizhe Huang +7Weather ModelsAtmospheric Dynamics

  34. Efficient reduction of stellar contamination and noise in planetary transmission spectra using neural networks

    Feb 10, 2026David S. Duque-Castaño, Lauren Flor-Torres, Jorge I. ZuluagaExoplanet AtmospheresAtmospheric Dynamics

  35. Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates

    Feb 4, 2026Irene Iele, Giulia Romoli, Daniele Molino +4Weather ModelsSpatio-Temporal Forecasting

  36. Paid Voices vs. Public Feeds: Interpretable Cross-Platform Theme-Based Analysis of Climate Discourse

    Jan 19, 2026Samantha Sudhoff, Pranav Perumal, Zhaoqing Wu +1DiscourseClimate

  37. Closing Gaps in Emissions Monitoring with Climate TRACE

    Nov 24, 2025Brittany V. Lancellotti, Jordan M. Malof, Aaron Davitt +32Carbon EmissionsClimate

  38. A Space-Time Transformer for Precipitation Nowcasting

    Nov 14, 2025Levi Harris, Tianlong ChenPrecipitationAdverse Weather

  39. SurgiATM: A Physics-Guided Plug-and-Play Model for Deep Learning-Based Smoke Removal in Laparoscopic Surgery

    Nov 7, 2025Mingyu Sheng, Jianan Fan, Dongnan Liu +3FlamesAtmospheric Dynamics

  40. CSU-PCAST: A Dual-Branch Transformer Framework for medium-range ensemble Precipitation Forecasting

    Oct 23, 2025Tianyi Xiong, Haonan Chen, Kelly Mahoney +3Precipitation

  41. A Storm-Centric 250 m NEXRAD Level-II Dataset for High-Resolution ML Nowcasting

    Oct 15, 2025Andy ShiPrecipitationRadar

  42. ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching

    Sep 19, 2025Graham Clyne, Guillaume Couairon, Guillaume Gastineau +2Global Climate ModelsEmulators

  43. Huracan: A skillful end-to-end data-driven system for ensemble data assimilation and weather prediction

    Aug 25, 2025Zekun Ni, Jonathan Weyn, Hang Zhang +7Numerical Weather PredictionArtificial Intelligence Weather Models

  44. CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities

    Jun 10, 2025Hugo Porta, Emanuele Dalsasso, Jessica L. McCarty +1Wildfire PredictionMultimodal Deep Learning

  45. Uncovering Insights of Compound Flooding with Data-Driven AI

    Jun 4, 2025Xu Zheng, Chaohao Lin, Sipeng Chen +7Accurate Flood PredictionSen1Floods11

  46. Improving precipitation forecasts in an AI weather model using observational data

    Date pendingJulian F. Schmitt, Bertrand Delorme, Robert C. King +4Artificial Intelligence Weather ModelsPrecipitation

  47. Learning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven Forecasting

    Date pendingZiqi Wang, Hailiang Zhao, Cheng Bao +3Fundamental Hydrological PrinciplesPrecipitation

  48. Hurdle-RMIL: Addressing Zero Inflation and Long-Tailed Imbalance in Infrared Rainfall Retrieval

    Date pendingFangjian Zhang, Xiaoyong Zhuge, Wenlan Wang +4PrecipitationRemote Sensing