Neural Networks Learn to Sketch Tomorrow’s Coastline From Decades of Landsat Views
Researchers in northeastern Brazil combined a CNN–LSTM deep-learning architecture with decades of Landsat imagery to forecast MNDWI-derived coastal states in ...
Tag: coastal monitoring
Editorial reviews five coastal-monitoring approaches for management decisions
An editorial reviewing five coastal-monitoring studies finds that sonar, satellite imagery, artificial intelligence, risk mapping and economic modelling become decision-ready ...
Floating Tarballs Carry a Hidden Cargo of Cancer-Causing Chemicals Across the Arabian Sea
A six-year study of tarballs from the Eastern Arabian Sea finds that floating petroleum residues carry higher concentrations and carcinogenic ...
Radiometric harmonization, not network design, proves decisive for sharpening Sentinel-2 coastal imagery
A new harmonization-based super-resolution workflow shows that cross-sensor radiometric calibration, not network architecture, is the largest contributor to sharpening free ...
Ghost Crabs Reveal Hidden Seasonal Pitfalls in Beach Health Monitoring
A year-long study on three Brazilian beaches shows that season, beach morphodynamics, and dune vegetation strongly shape ghost crab populations, ...
Beachgoers’ Smartphone Photos Turn a Mexican Beach Into a High-Resolution Coastal Lab
Two smartphone cradles on Mexico's Sisal Pier let tourists and residents generate survey-grade shoreline data, hurricane impact records, beach crowd ...
Portuguese Mussels Reveal a Decade of Hidden Contamination Patterns
A twelve-year analysis of Portuguese mussel monitoring data shows that marine biotoxins, not metals or bacteria, are the dominant safety ...
Deep Learning Reads the Coast: Graph Networks Turn Raw Sensor Streams into Water-Quality Warnings
Researchers in Saudi Arabia have developed a GNN-GRU-MLP deep learning framework that fuses multi-sensor marine time-series data to classify coastal ...
Sakhalin’s Lososey Bay Shows No Acute Pollution as Rocks, Not Runoff, Drive Metal Levels
The first environmental assessment of Sakhalin Island's Lososey Bay finds no acute pollution, with elevated copper and zinc traced to ...
Satellites Weigh Indonesia’s Mangroves: Sentinel-2 NDVI Tracks Blue Carbon Loss and Slow Recovery in Pangpang Bay
A new study shows that Sentinel-2 satellite NDVI can estimate mangrove aboveground biomass and carbon stocks in Indonesia's Pangpang Bay, ...
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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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