Vegetation-aware satellite assimilation improves soil moisture modeling
A vegetation-aware strategy combining L-, C- and X-band satellite soil-moisture data improved model accuracy by selecting observations according to canopy ...
Tag: data assimilation
New All-Sky Microwave Model Brings Cloudy Weather Into Focus for Ground-Based Radiometers
Ground-based microwave radiometers are among the most tireless instruments in atmospheric science. Bolted to the ground and staring permanently upward, ...
Satellite Lidar Data Assimilation Reveals Hidden Soot Layers Warming East Asia’s Mid-Troposphere
A component-resolved data assimilation system combining CALIOP satellite lidar profiles with the WRF-Chem model reconstructs hidden elevated black carbon layers ...
MCMC sampler fuses satellite altimetry and ensemble simulation to reconstruct Mediterranean sea level variability
A new MCMC-based ensemble method fuses satellite altimetry with a 30-member ocean model simulation to reconstruct 26 years of Mediterranean ...
Satellites and Crop Models Team Up to Cut Water and Fertilizer Use in Silage Maize
A new framework coupling Sentinel-1 radar remote sensing, the DSSAT-CERES-Maize model, and multi-objective optimization cuts irrigation water use by up ...
Digital Twin Forestry: The Virtual Forests That Could Save Earth’s Carbon Giants
A systematic review of 57 studies defines Digital Twin Forestry as an emerging informatics paradigm that continuously couples multisensor Earth ...
Attention-equipped autoencoder squeezes atmospheric pollution fields into tiny latent codes
A lightweight spatial attention module lets a 3D convolutional autoencoder compress atmospheric concentration fields with competitive accuracy, differentiability, and minimal ...
Drifting Buoys Sharpen Early Warnings for Deadly Mediterranean Storms
A network of barometer-equipped drifting buoys deployed in the data-sparse Mediterranean Sea measurably improved forecasts of Storm Harry in January ...
AI weather models ace light rain but physics still wins when floods loom
A new benchmark across three Luxembourg flood events shows AI weather models excel at light rain and temperature but lose ...
Satellite Data Assimilation Sharpens Antarctic Sea Ice Forecasts at Subseasonal Scales
A new study shows that assimilating satellite sea ice concentration observations into a global forecast model significantly improves subseasonal predictions ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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