Generative AI for Geospatial Analysis: Fine-Tuning ChatGPT to Convert Natural Language into Python-Based Geospatial Computations

This study investigates the potential of fine-tuned large language models (LLMs) to enhance geospatial intelligence by translating natural language queries into executable Python code. Traditional GIS workflows, while effective, often lack usability and scalability for non-technical users. LLMs offe...

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Bibliographic Details
Published in:ISPRS International Journal of Geo-Information
Main Authors: Zachary Sherman, Sandesh Sharma Dulal, Jin-Hee Cho, Mengxi Zhang, Junghwan Kim
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Subjects:
geospatial data
dashboard
fine-tuned
ChatGPT
Large Language Model
Online Access:https://www.mdpi.com/2220-9964/14/8/314

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https://www.mdpi.com/2220-9964/14/8/314

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