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Spatial Source
spatialsource. com. au > the-ground-truth-gap-why-pixels-need-people

The "ground truth" gap: Why pixels need people

2+ hour, 52+ min ago  (925+ words) I'd like to paint a picture " likely a familiar one " for anyone working in spatial data. A geospatial analyst monitors a compliance dashboard when a cluster of pixels over a remote province shifts from deep green to red. A machine…...

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Spatial Source
spatialsource. com. au > satellite-imagery-ai-reveal-development-needs

Satellite imagery, AI reveal development needs

1+ mon, 4+ week ago  (671+ words) The results of the study, published Nature Communications, show that more than half the global population lives in municipalities where the development tier is different from the tier assigned at the national level" highlighting how finer-grained data can change the…...

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Spatial Source
spatialsource. com. au > event > machine-learning-for-earth-system-observation-and-prediction

Machine Learning for Earth System Observation and Prediction (2026-04-13)

2+ mon, 1+ week ago  (159+ words) Spatial Source Machine Learning for Earth System Observation and Prediction This ECMWF-ESA Machine Learning Workshop aims to explore the fusion of traditional Earth System Observation and Prediction (ESOP) techniques with machine learning (ML) and deep learning (DL) methods. It seeks to showcase…...

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