Erzeugung einer Räumlich Verteilten Antwort auf eine Abfrage durch Intelligente Auswahl von Zeitreihen-Fernerfassungsdaten

Details

Veröffentlichungs-Nr.

EP4814745

Anmeldetag

20. Februar 2026

Veröffentlichung

30. September 2026

Rechtsraum

EP

Abstract

This disclosure relates generally to a method and system for generating spatially distributed response to query by intelligent selection of time-series remote sensing data. The current available methods for processing and analyzing geospatial data have limitations such as manual satellite data selection, limited natural language query support and the like. The method disclosed receives multi-contextual user query, intelligently selects the relevant time-series satellite data and climate information from repository using intents and entities generated utilizing pre-defined knowledge graph. The method intelligently selects time-series satellite data by creating and utilizing relationship strength-based node ranking graph. This time-series satellite data is combined with the climate data selected from climate repository to generate the spatially distributed response for the multi-contextual user query using machine learning model and large language model. The method enables stakeholders to access actionable insights without needing expertise in satellite data processing and using it for informed agricultural decision-making.

Anmelder

Firma

Tata Consultancy Services Limited

Land

🇮🇳 Indien