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Recent Documents
Browse archive →Ecological Site Characterization from Coordinates: Free API Sources for Distributed Observatory Networks
Distributed ecological observatory networks require that every observation location be characterized by its ecological identity — elevation,...
February 15, 2026Ground-Truthing the Sky: Evaluating Free Weather APIs Against Field Station Instruments for Citizen Science Ecological Monitoring
Citizen science ecological monitoring frameworks require environmental context for observation locations that lack on-site instrumentation. We...
February 14, 2026Toward a Large Sensor Model for Ecological Perception
Google DeepMind’s GraphCast demonstrated that machine learning models trained on historical atmospheric data can outperform physics-based weather...
February 12, 2026