Machine learning maps rapid urban expansion in Gambella
A Random Forest and satellite-imaging study found that built-up land in Gambella, Ethiopia, rose from 93 hectares in 2005 to ...
Tag: remote sensing
Neural Network Model Projects Near-Total Farming of Indonesia’s Toba Highland Peatlands by 2038
An ANN-cellular automata model calibrated on Landsat-derived land-cover maps projects that cultivated land could cover 94.75 percent of the mapped ...
Peruvian canopy traits linked to bird vulnerability, study finds
A comparative study in Peru linked six canopy types to the traits and potential vulnerabilities of 1,331 forest-dependent bird species.
Human Disturbance Is Eroding Climate-Driven Greening Across the Arctic
A 30-meter Landsat analysis of 2,221 Arctic human footprint areas shows that industrial disturbance drives browning that offsets climate-driven greening ...
AI paints fake forests to sharpen real forest image classification
A conditional generative adversarial network tuned by an Adaptive Jaya Algorithm generated synthetic forest images that, combined with EfficientNet-B0 feature ...
Satellites Struggle to See the Slow Fires Smouldering Beneath Tropical Peat
A systematic review of 23 studies finds that optical satellites can reliably detect flaming tropical peatland fires but struggle to ...
Slope and Elevation Steer Vegetation Recovery in Brazilian Landslide Scars
Nine years of Sentinel-2 monitoring across 85 landslide scars in southern Brazil show that recovery follows a nonlinear trajectory shaped ...
Glaciers That End in Water Drive Most of the World’s Ice Loss
A global classification of more than 216,000 glaciers shows that the small share ending in lakes, the ocean or on ...
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 ...
Green Space Shape Matters at Fine Scales in Lucknow’s Warming Cityscape
A 22-year multiscale analysis of Lucknow finds that while vegetation cover cools the city broadly, the warming association of fragmented ...
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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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