Data collection in ecological surveillance involves various methods such as remote sensing, geographic information systems (GIS), and field surveys. Remote sensing uses satellite imagery to monitor environmental changes, while GIS integrates spatial data for mapping disease patterns. Field surveys collect data on factors like wildlife populations, vegetation, and water quality.