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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  1. AIFS-TC: A simple correction competitive with the operational frontier for tropical cyclone intensity forecasting

    Jul 24, 2026Anna Allen, Wessel P. Bruinsma, Michael Maier-Gerber +3Artificial Intelligence Weather ModelsNumerical Weather Prediction

  2. Explaining Weather Bulletins via ILP

    Jul 23, 2026Enrico Santi, Alessandro Dal Palù, Agostino Dovier +2Inductive Logic ProgrammingAdverse Weather

  3. Nipping the Butterfly Effect in the Bud: Self-Output Fine-Tuning for Autoregressive Weather Prediction

    Jul 23, 2026Yun-Ye Cai, Hsuan-Tien LinArtificial Intelligence Weather ModelsLong-Horizon Forecasting

  4. Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry

    Jul 22, 2026Jason Y. Hu, Ivan Higuera-Mendieta, Patrick Obin Sturm +1Atmospheric DynamicsWireless Foundation Models

  5. Geospatial Diffusion-based Evolution Synthesis (GeoDES) for Storm-Centered Weather Augmentation

    Jul 21, 2026Sonia Cromp, Satya Sai Srinath Namburi GNVV, Youran Wang +4Weather ModelsAdverse Weather

  6. Physics-Informed Super-Resolution of Atmospheric Data

    Jul 21, 2026Chang Xu, Gencer Sumbul, Hugo Porta +3Atmospheric DynamicsPhysics-Informed Machine Learning

  7. Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction

    Jul 19, 2026Shiyuan Piao, Fan Zehui, Yang Liu +4Energy ForecastingNumerical Weather Prediction

  8. Apeliotes: A Diffusion-Based Modeling Framework for km-scale Multi-Level Atmospheric Fields

    Jul 19, 2026Evangelia Rafaela Frastali, Achyut Paudel, Maryam Golbazi +1Dynamical DownscalingAtmospheric Dynamics

  9. C3DIR: A Deep Learning 3-Dimensional Cloud Property Retrieval Scheme for Passive Satellite Imagers

    Jul 18, 2026Charles H. White, Yoo-Jeong Noh, John M. Haynes +1Satellite ImageryAtmospheric Dynamics

  10. BG4Sea: Biogeochemical Seasonal Forecastability via Progressive Information Scaling

    Jul 18, 2026Gabriela Martinez Balbontin, Anastase Charantonis, Dominique Bereziat +1Global Climate ModelsOcean

  11. Physics-Based Deep Spatiotemporal Hyperlocal Radar Nowcasting with a Multi-Variable U-Net for High-Resolution Precipitation Forecasting

    Jul 17, 2026Akshay Sunil, Muhammed Rashid, Raja Sekhar Sivaraju +2PrecipitationRadar

  12. Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data

    Jul 15, 2026Thang-Anh-Quan Nguyen, Moussab Bennehar, Luis Guillermo Roldao Jimenez +5Adverse WeatherNaturalistic Driving Data

  13. Robustness of Deep Learning Models for PV Power Forecasting under NWP Forecast Errors: A Spatiotemporal and Physically Interpretable Analysis

    Jul 14, 2026Dandan Chen, Yan Zhao, Xuepeng ChenEnergy ForecastingNumerical Weather Prediction

  14. AeroMELD: A Linear Embedding of Aerosol Populations for Diagnostics and Latent Dynamics

    Jul 13, 2026Ehsan Saleh, Saba Ghaffari, Wenhan Tang +5Atmospheric DynamicsLatent Dynamics

  15. Benchmarking UAV-based Vehicle Re-Identification under Simulated Weather Conditions

    Jul 12, 2026Vu Minh Tran, Khang NguyenRe-IdentificationRobust Vehicle Recognition

  16. Exploratory Analysis of Deep Learning Models for Forecasting Meteorological Parameters in the Agricultural Sector

    Jul 11, 2026Piotr Sikora, Sotirios KontogiannisNumerical Weather PredictionGated Recurrent Unit

  17. Manifold Constrained Conformal Prediction for Spatial Events

    Jul 10, 2026Collin Nill, Trevor Harris, Jason AdamsConformal PredictionPrecipitation

  18. 3D Reconstruction of deciduous Trees using low-cost UAV- and Crane-based Photogrammetry for Monitoring Shoot Elongation across entire Canopies

    Jul 8, 2026Stephan Nebiker, Micha Tschanz, Nando Amport +1CanopyTrees

  19. Context-Aware Slum Mapping in Sub-Saharan Africa Using Sentinel-1 Texture and Local Climate Zones

    Jul 8, 2026Peterson Chepkilot, Babak Memar, Paolo GambaSentinel-2Urban Environments

  20. TopoBrick: Agentic Topology Sampling of Exogenous Variables for Zero-Shot Building IoT Forecasting

    Jul 7, 2026Xiachong Lin, Du Yin, Arian Prabowo +6Zero-Shot ForecastingInternet Of Thing

  21. Integrating GNSS-Derived Zenith Wet Delay into a Weather Foundation Model Improves Precipitation Forecasting

    Jul 6, 2026Leonardo Trentini, Fanny Lehmann, Laura Crocetti +1Numerical Weather PredictionPrecipitation

  22. Domain-Adaptive Climate Downscaling Under Temporal Distribution Shift

    Jul 6, 2026Shuochen Wang, Nishant Yadav, Auroop R. GangulyDynamical DownscalingClimate

  23. Air Quality Downscaling with Station-Guided Pseudo-Supervision

    Jul 6, 2026Guorun Wang, Simone Foti, Andreas D. Demou +5Air PollutionDynamical Downscaling

  24. Probing Geospatial SSL Representations with Environmental Signals

    Jul 6, 2026Rohita Mocharla, Vishal M. PatelSpatial RepresentationSelf-Supervised Representations

  25. AIFS-SUBS: Extending Data-Driven Forecasting to Sub-Seasonal Timescales

    Jul 6, 2026Jakob Schloer, Steffen Tietsche, Christopher D. Roberts +6Numerical Weather PredictionOscillatory Dynamics

  26. Enhancing the Forecasting Capability of Multi-Model Blending Algorithms for Extreme Precipitation via Joint Use of Station and Gridded Observations

    Jul 6, 2026Yu Wang, Yong Cao, Kan Dai +3Precipitation

  27. RAF: Reliability-Aware Fusion of Camera, LiDAR, and 4D RADAR for Robust 3D Object Detection in Adverse Weather

    Jul 6, 2026Heejun Park, Jaeseok Jeong, Kuk-Jin YoonVision-Radar Fusion3D Object Detection

  28. GlacierCastAI: Predicting Glacier Retreat from Multi-Modal Satellite Imagery and Climate Signals

    Jul 5, 2026Arunkumar RamachandranSea-Surface Temperature DataClimate

  29. STRATOS: Bridging the Symbolic-to-Numeric Gap in Spatio-Temporal Text-to-SQL for Meteorological Data

    Jul 3, 2026Yi Zhang, Farhad Nooralahzadeh, Jonathan Fürst +4Text-To-SqlGeospatial

  30. From Global to Local: Efficient Regional Weather Downscaling with Global Weather Foundation Model

    Jul 3, 2026Wiktor Kamzela, Jakub Kubiak, Adam Dobosz +5Dynamical DownscalingPrecipitation

  31. Understanding electricity consumption behaviour through Inverse Reinforcement Learning

    Jul 3, 2026Enrico Cofler, Carlos Rodriguez-Pardo, Matteo Giuliani +2Energy ResourcesOnline Shoppers Purchasing Intention

  32. Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction

    Jul 2, 2026Janet Wang, Yunbei Zhang, Lin Zhao +3Artificial Intelligence Weather ModelsAdverse Weather

  33. Open-Weather Robust 3D Detection via Dual-Critic Diffusion Alignment

    Jul 2, 2026Shuyao Li, Chuanxing Geng, Heyang Sun +23D Object DetectionVision-Radar Fusion

  34. Spatial Support Matters: Geometry-Aware Graph Fusion for Rainfall Field Reconstruction

    Jul 2, 2026Low Jun Yu, Niramay Kachhadiya, Herath Mudiyanselage Viraj Vidura Herath +2PrecipitationTemporal Fusion Transformer

  35. SFDATrack: Generalized Source-Free Domain Adaptive Tracking Under Adverse Weather Conditions

    Jul 1, 2026Siyuan Yao, Ziqi Wang, Ruiqi Yu +3Domain AdaptationMulti-Object Tracking

  36. Absorption-Feature-Guided Distance-Decoupled Estimation and Band Selection for LWIR Hyperspectral Passive Ranging

    Jun 30, 2026Shuo Liu, Chen Fan, Zhihe Chen +2Hyperspectral ImagingLight Detection And Ranging

  37. Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet

    Jun 30, 2026Zeyuan Hu, Akshay Subramaniam, Noel Keen +9Atmospheric DynamicsArtificial Intelligence Weather Models

  38. Conditional Tropical Cyclogenesis Rates via Rare-Event Sampling in a Neural Weather Emulator

    Jun 29, 2026John S. Schreck, William Chapman, Charlie Becker +1PrecipitationEmulators

  39. FR-DETR: Frequency and Recurrent Feature Refinement for Robust Object Detection under Adverse Weather

    Jun 29, 2026Tuan-Duc Nguyen, Duc-Trong LeRt-DetrImage Enhancement

  40. RainODE: Continuous-Time Precipitation Forecasting with Latent Neural ODEs

    Jun 29, 2026Yeeun Seong, Doyi Kim, Minseok Seo +1PrecipitationSpatio-Temporal Forecasting

  41. NIVA: A Multimodal Foundation Model for Actionable Earth System Intelligence

    Jun 26, 2026Anisha Pal, Aodhan Sweeney, Kyle Heyblom +1Multimodal Foundation ModelAdverse Weather

  42. Uncertainty quantification via conformal prediction in data assimilation

    Jun 25, 2026Catherine George, Alireza Javanmardi, Tijana Janjić +1Conformal PredictionData Assimilation

  43. Multi-modality Image Fusion under Adverse Weather: Mask-Guided Feature Restoration and Interaction

    Jun 25, 2026Xilai Li, Xiaosong Li, Haishu Tan +3Visible Image FusionImage Restoration

  44. Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting

    Jun 24, 2026Cristiana Diaconu, Jonas Scholz, Aliaksandra Shysheya +4Artificial Intelligence Weather ModelsNumerical Weather Prediction

  45. Does Aurora Encode Atmospheric Structure? Latent Regime Analysis and Attribution

    Jun 24, 2026Emma Kasteleyn, Ana LucicAtmospheric DynamicsWeather Models

  46. MVG-KAN: Multi-View Geo-Wind Guided KAN for PM2.5_{2.5} Forecasting

    Jun 23, 2026Cheng Huang, Muyao Guan, Jairus Yougui Railey +6Air PollutionSpatio-Temporal Forecasting

  47. MotifGen: Spatiotemporal interpolation of misaligned satellite images via multi-source generative modeling, in an application to tropical cyclones

    Jun 23, 2026Clément Dauvilliers, Claire MonteleoniPrecipitationSatellite Data

  48. GRACE: Gated Refinement for Accurate Causal Edge Discovery in High-Dimensional Time Series

    Jun 22, 2026Mohammad Fesanghary, Abhinav HavaldarCausal Foundation ModelsTemporal Dependence

  49. Machine Learning and Deep Learning for Exoplanet Detection and Atmospheric Characterization with JWST and the Upcoming Ariel Mission

    Jun 22, 2026Muallim Yakubu, Vwavware Oruaode JudeExoplanet AtmospheresAtmospheric Dynamics

  50. Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

    Jun 20, 2026Zeyu Xia, Kan Ma, Sibo Cheng +7Porous MediaObject Detection

  51. VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation

    Jun 20, 2026Irene Iele, Elena Mulero Ayllón, Paolo Soda +1Global Climate ModelsNormalized Difference Vegetation Index

  52. ARCO-Mars: A Unified Cloud-Optimized Archive of Mars Atmosphere Reanalysis

    Jun 19, 2026Ananyo BhattacharyaAtmospheric DynamicsLunar Surface

  53. Deep Learning for Soil Moisture Estimation: Fusing Satellite Data with Optimally-Lagged Meteorological Features

    Jun 19, 2026Adrian Canovas-Rodriguez, Aurora González Vidal, Antonio F. SkarmetaSoil Moisture EstimationWeather Models

  54. Holo-World: Unified Camera, Object and Weather Control for Video World Model

    Jun 18, 2026Xiangchen Yin, Wenzhang Sun, Jiahui Yuan +6Video World ModelsControllable Video Generation

  55. Exploring the potential of AlphaEarth and TESSERA embeddings for Fine-scale Local Climate Zone Mapping: A case study across five cities in Switzerland

    Jun 18, 2026Htet Yamin Ko Ko, Clement AtzbergerNormalized Difference Vegetation IndexCities

  56. SIMBA: ABidirectional Retrieval Forward Simulation Framework for Modeling FY-4A GIIRS Hyperspectral Infrared Radiances Toward NWP Applications

    Jun 18, 2026Jingdong Shen, Fu Wang*, Qifeng Lu +4Atmospheric DynamicsNumerical Weather Prediction

  57. Optimal scenario design for climate emulation

    Jun 17, 2026Christopher B. Womack, Shahine Bouabid, Andrei Sokolov +4Global Climate ModelsEmulators

  58. Does Text Actually Help? Uncovering and Resolving Text Collapse in Multimodal Time Series Forecasting

    Jun 17, 2026Huu Hiep Nguyen, Minh Hoang Nguyen, Dung Nguyen +1Multimodal ClassificationRepresentation Collapse

  59. A Hybrid LSTM--Vision Transformer Architecture for Predicting HRRR Forecast Errors

    Jun 17, 2026David Aaron Evans, Jay C. Rothenberger, Kara J. Sulia +2Numerical Weather PredictionPrecipitation

  60. Investigating Inductive Biases for Machine Learning Emulation of Sudden Stratospheric Warmings in Idealised Isca Simulations

    Jun 17, 2026Oskar Bohn Lassen, Simon Driscoll, Stephen I. Thomson +2EmulatorsGlobal Climate Models