Low to No Risk

11

Moderate Risk

5

High Risk

4

Extreme Risk

2

• 1.5Participate in the planning or development of mapping projects.
• 1.5Develop specialized computer software routines to customize and integrate image analysis.
• 2Verify integrity and accuracy of data contained in remote sensing image analysis systems.
• 2.2Monitor raw data quality during collection, and make equipment corrections as necessary.
• 2.4Integrate remotely sensed data with other geospatial data.
• 2Evaluate remote sensing project requirements to determine the types of equipment or computer software necessary to meet project requirements, such as specific image types or output resolutions.
• 1.8Develop or maintain geospatial information databases.
• 2.1Correct raw data for errors due to factors such as skew or atmospheric variation.
• 1Consult with remote sensing scientists, surveyors, cartographers, or engineers to determine project needs.
• 2.3Manipulate raw data to enhance interpretation, either on the ground or during remote sensing flights.
• 1.7Collaborate with agricultural workers to apply remote sensing information to efforts to reduce negative environmental impacts of farming practices.

31.8% of Life, Physical, and Social Science Technicians, All Other tasks can be automated with AI or robotics