How a remote sensing technician can use AI, task by task

I work as a remote sensing technician. Part of my job is to integrate remotely sensed data with other geospatial data.

Context: We use The MathWorks MATLAB and SAS; the work draws on geography, computers and electronics and engineering and technology.
Data: [site, survey, imagery]
Purpose: [design, mapping]

Outline analysis and outputs. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a remote sensing technician. Part of my job is to adjust remotely sensed images for optimum presentation by using software to select image displays, define image set categories, or choose processing routines.

Context: We use Adobe Photoshop and Adobe Creative Cloud software; the work draws on geography, computers and electronics and engineering and technology.
Data or object: [climate data, 3D model]
Audience: [describe]

Suggest chart or visual types and design tips. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a remote sensing technician. Part of my job is to manipulate raw data to enhance interpretation, either on the ground or during remote sensing flights.

Context: We use The MathWorks MATLAB and SAS; the work draws on geography, computers and electronics and engineering and technology.
Data: [paste or describe]
Question: [what to determine]

Suggest analysis steps, methods and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a remote sensing technician. Part of my job is to merge scanned images or build photo mosaics of large areas, using image processing software.

Context: We use Adobe Photoshop and Adobe Creative Cloud software; the work draws on geography, computers and electronics and engineering and technology.
Data or object: [climate data, 3D model]
Audience: [describe]

Suggest chart or visual types and design tips. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a remote sensing technician. Part of my job is to consult with remote sensing scientists, surveyors, cartographers, or engineers to determine project needs.

Context: We use C and Microsoft Visual Studio; the work draws on geography, computers and electronics and engineering and technology.
Problem: [research question]
Data and tools: [formats, libraries]

Propose an approach and write code with tests and documentation. Propose the approach first, then the code with comments and tests, and point out security risks.

I work as a remote sensing technician. Part of my job is to develop or maintain geospatial information databases.

Context: We use C and Microsoft Visual Studio; the work draws on geography, computers and electronics and engineering and technology.
Data: [experiments, models, observations]
Uses: [queries, analysis, sharing]

Design a schema with tables, keys and metadata, and write creation scripts and example queries. Propose the approach first, then the code with comments and tests, and point out security risks.

I work as a remote sensing technician. Part of my job is to correct raw data for errors due to factors such as skew or atmospheric variation.

Context: We use The MathWorks MATLAB and SAS; the work draws on geography, computers and electronics and engineering and technology.
Data: [paste or describe]
Question: [what to determine]

Suggest analysis steps, methods and code. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a remote sensing technician. Part of my job is to participate in the planning or development of mapping projects.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on geography, computers and electronics and engineering and technology.
Site and question: [describe]
Methods: [surveys, sampling]

Draft the study plan. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a remote sensing technician. Part of my job is to collaborate with agricultural workers to apply remote sensing information to efforts to reduce negative environmental impacts of farming practices.

Project: [describe]
Audience: [staff, customers, engineers]

Draft a summary or presentation outline. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

I work as a remote sensing technician. Part of my job is to provide remote sensing data for use in addressing environmental issues, such as surface water modeling or dust cloud detection.

Context: We use Adobe Creative Cloud software; the work draws on geography, computers and electronics and engineering and technology.
Findings: [paste summary]
Audience: [peers, public, policymakers]

Draft a talk outline or summary for the audience. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a remote sensing technician. Part of my job is to evaluate 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.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on geography, computers and electronics and engineering and technology.
Job: [remote sensing, cabling, install]
Requirements: [specs]

List equipment, tools and materials needed. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.