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In order to get at the classes you describe, you will need to incorporate a sophisticated classification algorithm and ancillary data derived from the imagery. I would recommend two approaches: 1) an object-oriented image segmentation (IS) approach using IS software such as eCognition or 2) a pixel-based non-metric, decision tree (Random Forest) approach ...


4

It's important to note the job titles associated with positions that supersede GIS Technician or GIS Analyst. You won't (hopefully) find too many job postings looking to hire for a GIS Analyst position with the requirement of 10 years of experience. After 5-8 years as a GIS Analyst you would likely start looking to transition to a GIS Coordinator/GIS ...


4

GIS is still a relatively new technology, despite its exploding popularity and application potential, and so it will take time for HR to understand exactly what GIS is for, what a GIS "Analyst" does, and what they should be paid. However, if they see data from reputable national organizations that indicate higher pay is typical (and they will therefore ...



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