Academy

AI and data · Beginner · About 35 minutes, plus practice

Write and Check a Planning Concept Image Prompt

Write a precise brief for a landscape architecture concept illustration. Specify the reference geometry, view, and background, then plan checks that keep the illustration clearly distinct from existing conditions or a measured GIS map.

What you will make

A concept-image prompt, a geometry checklist, and an optional labeled PNG if an approved image interface is available.

Concept illustrations can help people discuss a design idea. Their usefulness depends on clear labels and honest spatial limits. A visually persuasive image can still change a building footprint, move a street, or show features that the brief never authorized.

  • Describe a concept's view, design features, geometry, and visual style.
  • Distinguish a blank background from actual transparent pixels.
  • Check an image against its reference and label its conceptual status.
Before you start
  • An authorized public reference sketch or a written brief with explicitly stated geometry.
  • An image editor for optional output inspection. Image generation is optional and depends on access; this lesson does not require an API key.

Project connections: Haysi downtown; Clintwood downtown reuse and housing; Red Onion industrial website and marketing; Clinchco and Nora former-school reuse.

Work through the method

  1. Record the reference

    Use an authorized sketch or written brief. List fixed footprint, street, opening, and placement geometry. Mark missing dimensions unknown; an unmeasured sketch is not survey evidence.

    Check your work: Known geometry and unspecified details are distinguished.

  2. Write the visual brief

    Request a wide landscape architecture illustration with restrained pen lines and light color washes. Name the view, permitted additions, and either a plain white or transparent background.

    Check your work: Style, view, changes, and background are explicit.

  3. Constrain spatial changes

    Require consistency with every fixed reference element. Omit unsupported site details. Use authoritative GIS separately when actual parcel lines, contours, or measured distances are needed.

    Check your work: The brief does not authorize a fabricated GIS map.

  4. Compare any generated output

    If you generate an optional image, compare it with the sketch. Check proportions, street location, openings, and additions. Record discrepancies and revise or reject the image.

    Check your work: Each fixed element has an actual comparison check.

  5. Verify the background

    For transparent PNG output, inspect the alpha/transparency channel and background pixels. Test over light and dark fills. White pixels or a painted checkerboard do not prove transparency.

    Check your work: Actual alpha inspection is recorded, or marked unperformed.

  6. Label and package the concept

    Add a separate concept caption naming the reference and checks. Save the prompt and verification note. Include any PNG only after checking geometry and background.

    Check your work: The package labels concept status and completed checks.

Prompts to adapt

Replace the bracketed details with your own question and authorized source material. Check the output rather than treating it as evidence.

Landscape architecture concept with true transparency

Using only [authorized reference sketch] and [written design brief], create a wide landscape architecture concept illustration with restrained pen lines and light color washes. Preserve these fixed elements: [footprint outline, street alignment, openings, and relative placement]. Add only [permitted concept additions]. Leave unspecified site details absent. Use a genuinely transparent background suitable for PNG export, not a white fill or painted checkerboard. Do not add parcel lines, contours, inferred hazards, dimensions, or existing-condition claims. The accompanying caption will identify the image as a concept illustration.

  • Compare each listed fixed element with the reference.
  • Inspect the exported PNG's actual alpha/transparency channel and transparent background pixels.
  • View the file over light and dark backgrounds and record defects.
  • Add and verify a separate concept caption.

A plain-white concept alternative

Use the same authorized reference and fixed-geometry list to create a restrained landscape architecture concept illustration on a plain white background. Preserve the stated footprint, street alignment, and openings. Add only the named concept changes. Do not create a site map or imply existing conditions. Do not claim the white background is transparent.

  • Confirm the requested background is white rather than described as transparent.
  • Compare fixed geometry with the reference.
  • Label the output as a concept illustration.

Prepare a bounded concept-illustration brief

  1. List fixed reference geometry and unknown details.
  2. Write a landscape architecture concept prompt with a blank or transparent background choice.
  3. If you generate an optional image, compare it with the reference and inspect actual alpha when transparency is requested.
  4. Save the prompt, checks, and concept caption; record checks not performed.

Bring the method into a product

  • Prompt and geometry/background checklist
  • Optional PNG concept with a separate caption

Suggested formats: TXT, PDF, PNG.

Reflect: Which visual detail could make a concept look like documented existing conditions?

Avoid these mistakes

  • Generated imagery must not substitute for measured GIS maps.
  • A checkerboard drawn into pixels is not a transparent background.
  • A prompt requesting preserved geometry does not prove the output preserved it.

Check your understanding

These short checks are practice, not course grades. Read the explanation, revise your reasoning and try again when useful.

Which output label accurately describes this exercise?
What establishes that the requested PNG background is transparent?
An output moves a fixed street alignment. What should you do?

Submit your practice product

Use the existing course login. Your file and notes are visible to you and the instructor, not the public or other students. Official graded assignments still go to Canvas.

Submit a PDF, image, DOCX, UTF-8 text/CSV, JSON or GeoJSON file. For several products, combine the evidence, text alternatives and notes into one accessible PDF or DOCX, or submit each file separately with the same project title. Keep native ArcGIS projects and complete shapefile bundles locally. Upload only work you can share with the instructor; leave out confidential client records and sensitive species or infrastructure locations.

My academy work

Sources and further help

  • Image prompting

    OpenAI. Explicit visual constraints, reference-preserving edits, transparent output, and alpha inspection.

  • Guidance for Faculty & Students

    University of Virginia. Responsible use of generative AI and limits on sharing materials.

Guidance may change. Follow the current source and check the software version, license, local rules and data limitations before applying the method.