Transform the provided reference map into a photorealistic high-resolution satellite-image rendering inspired by South Florida and the Florida Keys.
THIS IS A STRICT IMAGE-TO-IMAGE TRANSFORMATION.
The reference image is the absolute and authoritative source for the map's geography, topology, infrastructure, layout and composition.
Think of the process as:
EXISTING MAP GEOMETRY = LOCKED
VISUAL MATERIAL / TEXTURE = REPLACED
Do NOT generate a new map.
Do NOT redesign the map.
Do NOT reinterpret the geography.
Do NOT correct the geography according to real-world geography.
Do NOT simplify the map.
Do NOT make the map more geographically realistic.
Do NOT use Florida's actual geography as a template.
The goal is to make the EXACT SAME MAP look like genuine modern satellite imagery.
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1. ABSOLUTE GEOMETRY AND TOPOLOGY PRESERVATION
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Preserve the exact 2D geometry and topology of the reference image.
Every feature must remain in exactly the same position, with the same shape, orientation, proportions, relative size and connectivity.
Preserve exactly:
- coastline geometry
- shoreline geometry
- beaches
- islands
- islets
- bays
- inlets
- rivers
- streams
- canals
- lakes
- ponds
- wetlands
- marshes
- lagoons
- waterways
- roads
- highways
- minor roads
- paths
- railways
- bridges
- causeways
- tunnels
- airports
- runways
- ports
- docks
- marinas
- industrial areas
- urban areas
- suburban areas
- large buildings
- large structures
- other visible geographic or infrastructural features
The reference image is the ground truth.
Any modification to the reference geometry is an error.
Do not move, resize, reshape, rotate, merge, split, simplify, straighten, extend, shorten or reinterpret existing features.
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2. ROADS, BRIDGES AND CONNECTIVITY ARE PROTECTED GEOMETRY
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ALL existing roads must be preserved.
ALL existing bridges must be preserved.
ALL existing causeways must be preserved.
ALL connections between islands must be preserved.
Preserve the complete transportation network exactly as shown in the reference.
A road or bridge that exists in the reference MUST still exist in the generated image, even if it is:
- very narrow
- small
- visually subtle
- partially surrounded by vegetation
- crossing water
- unusual
- geographically implausible
- difficult to see
Never decide whether a road or bridge "makes sense".
Never remove an infrastructure connection because it appears unrealistic.
Never invent a new road or bridge.
Never reroute a road.
Never disconnect an island.
Never replace a bridge with open water.
Never replace a road with vegetation.
Never merge separate roads into one.
Never simplify minor infrastructure.
Treat every visible road, bridge and causeway in the reference as PROTECTED GEOMETRY.
Preserve their exact position, direction, connectivity and geometric relationships.
Maintain sufficient local contrast and edge definition so narrow roads, bridges and causeways remain visible after later image downscaling.
Do NOT widen them artificially.
Do NOT move them to improve visual composition.
Do NOT redraw them according to real-world engineering standards.
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3. URBAN AREAS — PRESERVE THE EXISTING CITY
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Do NOT reconstruct the cities from scratch.
Do NOT generate a generic realistic city.
Do NOT invent a new street network.
Do NOT invent new building layouts.
Do NOT replace the existing urban geometry.
Preserve the exact urban structure visible in the reference image.
Preserve:
- street layout
- road hierarchy
- blocks
- building footprints
- large structure footprints
- waterfront geometry
- harbor geometry
- ports
- docks
- industrial areas
- airports
- runways
- major infrastructure
Convert the existing urban structures into realistic satellite imagery, but do not create different urban geometry.
Buildings must remain coherent and structurally consistent with the reference.
Do NOT hallucinate thousands of new buildings.
Do NOT add random rooftops.
Do NOT add random building shadows.
Do NOT create repetitive artificial building patterns.
Do NOT create melted or distorted architecture.
Do NOT add excessive microscopic architectural detail that changes the perceived geometry.
The goal is to TEXTURE the existing urban structure, not to reconstruct a different city.
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4. VISUAL STYLE — REAL SATELLITE IMAGERY
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Render the entire map as realistic modern overhead satellite imagery.
Use South Florida and the Florida Keys only as a visual reference for:
- vegetation
- coastal environments
- water coloration
- wetlands
- beaches
- soil
- terrain appearance
- urban satellite textures
- tropical and subtropical landscape characteristics
Florida is a STYLE REFERENCE ONLY.
Do NOT copy Florida's real geography.
Do NOT copy Florida's coastline.
Do NOT copy Florida's islands.
Do NOT copy Florida's roads.
Do NOT copy Florida's city layouts.
Do NOT reshape the reference to resemble Florida.
The original map's geography always takes absolute priority.
Use realistic:
- subtropical vegetation
- tropical vegetation
- mangroves
- marshes
- wetlands
- sandy beaches
- shallow turquoise coastal water
- blue-green shallow water
- deeper blue offshore water
- realistic sediment patterns
- natural vegetation density
- realistic soil
- realistic exposed ground
- realistic urban textures
- realistic infrastructure textures
Water should have natural satellite-image depth and color variation.
Coastal waters should transition naturally from pale turquoise shallows to deeper blue offshore water.
Vegetation should show realistic variation in density, tone and texture without obscuring important infrastructure.
The terrain should look naturally photographed from orbit, not digitally painted.
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5. SATELLITE PHOTOGRAPHY APPEARANCE
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The final image should resemble authentic high-resolution Earth-observation satellite imagery.
Use:
- natural photographic texture
- realistic terrain variation
- realistic vegetation patterns
- realistic water gradients
- realistic sediment patterns
- realistic urban density
- realistic infrastructure appearance
- natural tonal variation
- subtle photographic imperfections
Avoid:
- concept art
- fantasy cartography
- game-art rendering
- painted terrain
- vector-map appearance
- procedural terrain
- generic AI landscape generation
- exaggerated HDR
- excessive saturation
- artificial glow
- cartoon-like textures
The image should look photographed, not illustrated.
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6. IMAGE DETAIL — PRIORITIZE USEFUL DETAIL
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The generated image will be used as a high-resolution MASTER and will be substantially downscaled after generation.
Therefore, optimize the image for high-quality downsampling.
Prioritize CLEAN, COHERENT, MULTI-SCALE DETAIL rather than random microscopic detail.
The image should contain meaningful information at several spatial scales:
large geographic structures
→ terrain regions
→ vegetation patterns
→ roads and waterways
→ urban blocks
→ buildings
→ fine satellite texture
Fine detail should reinforce the existing structures rather than create new geometry.
Use realistic high-frequency photographic information, but keep it coherent and spatially stable.
Do NOT maximize detail by adding random microscopic texture.
Do NOT create excessive high-frequency noise.
Do NOT generate repetitive artificial patterns.
Do NOT create noisy rooftops.
Do NOT create random tiny buildings that are not supported by the reference.
Do NOT use excessive sharpening.
Do NOT create halos around edges.
Do NOT create smeared textures.
Do NOT create melted architecture.
Do NOT create unstable or chaotic micro-detail.
Avoid detail that looks impressive at native resolution but becomes noise or artifacts after downscaling.
The target is:
MAXIMUM INFORMATIONAL DETAIL THAT REMAINS CLEAN AND COHERENT AFTER REDUCTION.
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7. URBAN DETAIL MUST SURVIVE DOWNSCALING
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Urban areas should have realistic satellite texture at multiple scales without becoming noisy.
Building detail should remain:
- coherent
- spatially consistent
- structurally believable
- clearly separated where appropriate
- visually stable
Do not rely on random tiny pixels or excessive texture noise to simulate resolution.
Roads, bridges, causeways, waterways and urban boundaries must retain sufficient contrast and edge definition to remain recognizable after downscaling.
The image should become cleaner when reduced, not muddier.
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8. COMPOSITION AND CAMERA — COMPLETELY LOCKED
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Preserve exactly:
- original orientation
- original framing
- original composition
- original aspect ratio
- original geographic placement
- original relative scale
- original island positions
- original coastline proportions
Do NOT:
- rotate
- zoom
- crop
- stretch
- warp
- reframe
- expand
- compress
- change the viewing angle
Maintain the same strict top-down orthographic viewpoint as the reference.
The map must occupy the same area of the image as in the reference.
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9. DO NOT ADD OR REMOVE INFORMATION
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Do not add geographical features that are not present in the reference.
Do not remove geographical features that are present in the reference.
Do not add:
- new islands
- new roads
- new bridges
- new waterways
- new cities
- new harbors
- new buildings that alter the existing geometry
- new geographic structures
Do not remove:
- existing roads
- existing bridges
- existing causeways
- existing islands
- existing waterways
- existing urban structures
- existing geographic structures
The reference is authoritative even when its geography is unrealistic.
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10. NO REAL-WORLD CORRECTION
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Do not "fix" the map.
Do not make it conform to real Florida.
Do not make the coastline more realistic.
Do not make roads more realistic.
Do not make bridges more realistic.
Do not add geographic features that would normally exist in Florida.
Do not remove features because they would not normally exist in Florida.
Do not infer missing geography.
Do not fill gaps.
Do not extrapolate beyond what is visible in the reference.
Reference fidelity is more important than geographic realism.
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11. FINAL OUTPUT TARGET
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The final image must look as though the EXACT SAME MAP shown in the reference image was photographed from space using a modern high-resolution Earth-observation satellite.
The underlying geography must remain unchanged.
The topology must remain unchanged.
The transportation network must remain unchanged.
The bridges must remain unchanged.
The island connections must remain unchanged.
The urban layout must remain unchanged.
The coastline must remain unchanged.
Only the visual rendering is replaced with realistic satellite imagery.
The generated image is a HIGH-RESOLUTION MASTER intended for subsequent downscaling, so prioritize clean, stable, coherent detail that survives reduction.
CORE RULE:
SAME MAP.
SAME GEOMETRY.
SAME TOPOLOGY.
SAME ISLANDS.
SAME COASTLINE.
SAME ROADS.
SAME BRIDGES.
SAME CONNECTIONS.
SAME URBAN LAYOUT.
SAME COMPOSITION.
ONLY THE VISUAL RENDERING CHANGES.
ANY CHANGE TO THE REFERENCE GEOMETRY, INFRASTRUCTURE OR CONNECTIVITY IS AN ERROR.