Article

Image to sentiment pipelines for sustainable cities: a comparison of human and AI responses in urban environmental image analyses

2026-01-15

Abstract excerpt

Living within planetary boundaries while valuing society and nature requires a better understanding of citizens' perceptions of sustainability, allowing decision-makers to incorporate citizen sentiments and priorities into sustainable city planning (SDG 11). Citizen science qualitative data are increasingly accessible, and Artificial Intelligence-embedded pipelines are one approach to analyse such data and enable...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: cbe13503-dce7-5e3d-9e3f-e29ab3d08cc3
DOI: 10.22541/au.176851569.97002590/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Image to sentiment pipelines for sustainable cities: a comparison of human and AI responses in urban environmental image analysesDOI 10.22541/au.176851569.97002590/v1Read

Evaluating the Agreement between Human Preferences, GPT-4V and Gemini Pro Vision Assessments: Can AI Recognise Which Restaurants People Might Like?Semantic proximity Read

LLMs Judging Architecture: Generative AI Mirrors Public PollsSemantic proximity Read

Assessing the quality of generative artificial intelligence for science communication in environmental researchSemantic proximity Read

Mapping Cultural Ecosystem Service Flows from Social Media Imagery with Vision–Language Models: A Zero-Shot CLIP FrameworkSemantic proximity Read

Human-Centered AI to Accelerate the SDGs: Evidence Map (2020–2024)Semantic proximity Read

From Social Media to Smart Advisory: Responsible AI, Data Justice, and the Governance of Farmer-Generated Knowledge in Smallholder AgricultureSemantic proximity Read

Creating Image Datasets in Agricultural Environments using DALL.E: Generative AI-Powered Large Language ModelSemantic proximity Read

Generative AI-Enhanced Digital Twins for Predictive Ecosystem Management and ConservationSemantic proximity Read

The Beyond Reality Image Collection (BRIC)Semantic proximity Read

Color-emotion associations in text-to-image modelsSemantic proximity Read

Towards AI-assisted metadata generation for improved description of geospatial dataSemantic proximity Read

AI Contextual Information Shapes Moral and Aesthetic Judgements of AI-Generated Visual ArtSemantic proximity Read