Hydrology and Climate Change Article Summaries

arXiv (Cornell University)

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Total articles tracked from this journal: 44

2026
Wang et al. (2026) Planetary climate interactions of the Qinghai-Tibetan Plateau
2026
Hang et al. (2026) CycloneMAE: A Scalable Multi-Task Learning Model for Global Tropical Cyclone Probabilistic Forecasting
2026
Wheen (2026) A First Principles Approach to the 100,000-year Problem
2026
Chen et al. (2026) Structural Gating and Effect-aligned Lag-resolved Temporal Causal Discovery Framework with Application to Heat-Pollution Extremes
2026
Jacobs et al. (2026) GreenScatter: Through-Canopy Soil Moisture Sensing with UAV-Mounted Radar
2026
Makarieva et al. (2026) On the Methodology for Assessing Vegetation Impacts on the Atmospheric Branch of the Hydrological Cycle
2026
Hana et al. (2026) Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting
2026
Fons et al. (2026) Dissipating the correlation smokescreen: Causal decomposition of the radiative effects of biomass burning aerosols over the South-East Atlantic
2026
Shi et al. (2026) Log-Laplace Nuggets for Fully Bayesian Fitting of Spatial Extremes Models to Threshold Exceedances
2026
Madadikhaljan et al. (2026) Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data
2026
Wisinski et al. (2026) What's in the latent space? Exploring coupled tropical Pacific variability within a Multi-branch $β$-Variational Autoencoder
2026
Bhattacharjee et al. (2026) Eliciting core spatial association from spatial time series: a random matrix approach
2026
Cui et al. (2026) A Unified Foundation Model for All-in-One Multi-Modal Remote Sensing Image Restoration and Fusion with Language Prompting
2026
Li et al. (2026) Future Amplification of Moist Weather Extremes in the Midlatitudes
2026
Trinh et al. (2026) El Nino Prediction Based on Weather Forecast and Geographical Time-series Data
2026
Jawad et al. (2026) Improving Model Performance by Adapting the KGE Metric to Account for System Non-Stationarity
2026
Mercier et al. (2026) Toward an Operational GNN-Based Multimesh Surrogate for Fast Flood Forecasting
2026
Shen et al. (2026) 30-meter Land Surface Temperature from Landsat via Progressive Self-Training Downscaling
2026
Li et al. (2026) Improving Ensemble Forecasts of Abnormally Deflecting Tropical Cyclones with Fused Atmosphere-Ocean-Terrain Data
2026
Wang et al. (2026) Hybrid Quantum-Classical Spatiotemporal Forecasting for 3D Cloud Fields
2026
Chen et al. (2026) Skillful Kilometer-Scale Regional Weather Forecasting via Global and Regional Coupling
2026
Antonio et al. (2026) ACE2-NEMO: Coupling an ML atmospheric emulator to a full-depth dynamical ocean model
2026
Azizi et al. (2026) SVH-BD : Synthetic Vegetation Hyperspectral Benchmark Dataset for Emulation of Remote Sensing Images
2026
Lu et al. (2026) Transferring Physical Priors into Remote Sensing Segmentation via Large Language Models
2026
Simm et al. (2026) Calibrated Conformal Prediction Intervals for Microphysical Process Rates
2026
Zhang (2026) Spectral-Aware Text-to-Time Series Generation with Billion-Scale Multimodal Meteorological Data
2026
Feng (2026) StretchCast: Global-Regional AI Weather Forecasting on Stretched Cubed-Sphere Mesh
2026
Muhawenayo et al. (2026) PRUE: A Practical Recipe for Field Boundary Segmentation at Scale
2026
Mittermeier et al. (2026) Omega-blocks with spatially compounding extremes over Europe are highly sensitive to remote atmospheric drivers
2026
Shaddy et al. (2026) Probabilistic Forecasting of Localized Wildfire Spread Based on Conditional Flow Matching
2026
Banerjee et al. (2026) Sub-seasonal Modulation and Predictability of Indian monsoon hourly Rainfall Extremes
2026
Proistosescu et al. (2026) The forgotten role of wave dynamics in modulating the low cloud response to warm pool warming
2026
Dong (2026) A Comparative Study of Machine Learning Models for Hourly Forecasting of Air Temperature and Relative Humidity
2026
Nuriddinov et al. (2026) High Resolution Flood Extent Detection Using Deep Learning with Random Forest Derived Training Labels
2026
Liu (2026) Optimizing Multi-Agent Weather Captioning via Text Gradient Descent: A Training-Free Approach with Consensus-Aware Gradient Fusion
2026
Qin et al. (2026) Extending Precipitation Nowcasting Horizons via Spectral Fusion of Radar Observations and Foundation Model Priors
2026
Stavrou et al. (2026) SmaAT-QMix-UNet: A Parameter-Efficient Vector-Quantized UNet for Precipitation Nowcasting
2026
Masquil et al. (2026) Deep S2P: Integrating Learning Based Stereo Matching Into the Satellite Stereo Pipeline
2026
Niu et al. (2026) Enhancing AI-Based Tropical Cyclone Track and Intensity Forecasting via Systematic Bias Correction
2026
Ren et al. (2026) Global River Forecasting with a Topology-Informed AI Foundation Model
2026
Sharma et al. (2026) MAUNet-Light: A Concise MAUNet Architecture for Bias Correction and Downscaling of Precipitation Estimates
2026
Pandey et al. (2026) AI-Driven Predictive Modelling for Groundwater Salinization in Israel
2025
Lee et al. (2025) A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data
2025
Lin et al. (2025) Cloud4D
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