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== Monitoring and Measurement == Habitat extent is monitored using a combination of remote sensing technologies, geographic information systems (GIS), and ground-based surveys. Satellite imagery provides large-scale, repeatable observations that enable annual assessments of habitat area changes. Techniques such as land cover classification, spectral analysis, and change detection algorithms are commonly applied to quantify habitat extent and monitor trends over time. Scientific institutions and environmental agencies employ standardized methods to ensure consistency and comparability of habitat extent data. These include the use of validated classification schemes and integration of multi-source data to improve accuracy. While specific monitoring backbones for this signal are to be determined, global programs and research initiatives contribute to the ongoing measurement and validation of habitat extent. Within the SIGNAL system, habitat extent (area) is treated as a defined environmental signal whose boundaries and measurement conventions are described below.
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