# Spatio Temporal GNN based Crop monitoring System

**URL:** <https://forum.fossunited.org/t/spatio-temporal-gnn-based-crop-monitoring-system/7480>\
**Category:** FOSS Hack 2020\
**Created:** [11 March 2026 05:44 UTC](https://forum.fossunited.org/t/spatio-temporal-gnn-based-crop-monitoring-system/7480 "2026-03-11T05:44:30Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![nivethitha\_senthil\_k](https://forum.fossunited.org/letter_avatar_proxy/v4/letter/n/77aa72/32.png) [@nivethitha\_senthil\_k](https://forum.fossunited.org/u/nivethitha_senthil_k)\
**Post date:** [11 March 2026 05:44 UTC](https://forum.fossunited.org/t/spatio-temporal-gnn-based-crop-monitoring-system/7480/1 "2026-03-11T05:44:30Z")

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**SpatioVision: Real-Time Spatio-Temporal Intelligence Platform**

SpatioVision is a data analytics platform designed to analyze and visualize **spatio-temporal data** , which represents information that changes across both **location and time**. With the rapid growth of IoT devices, GPS systems, and sensor networks, large volumes of spatial and time-based data are generated every day. However, extracting meaningful insights from such complex datasets remains a major challenge for researchers, organizations, and smart city planners.

Our project provides a solution by combining **geospatial visualization, temporal analysis, and machine learning techniques** to identify patterns, trends, and anomalies in real-world data. SpatioVision processes datasets that contain geographic coordinates along with timestamps and transforms them into interactive visual insights. Users can explore data on a dynamic map, observe how patterns evolve over time, and gain a deeper understanding of spatial behavior.

The platform integrates **data preprocessing, spatio-temporal visualization, and predictive analytics** into a single interface. It enables users to monitor changes across regions, detect unusual patterns, and forecast future trends based on historical data. By applying machine learning models and time-series analysis, the system can identify correlations and predict possible future scenarios.

SpatioVision has multiple real-world applications including **traffic monitoring, climate analysis, crime hotspot detection, disease spread tracking, and smart city planning**. By helping users understand how events evolve across space and time, the platform supports more informed decision-making and efficient resource management.

The system is built using modern technologies including **Python for data analysis, machine learning libraries for prediction models, and web-based visualization frameworks for interactive dashboards**. The project code and implementation are available on GitHub for transparency and collaboration.

**GitHub Repository:**

> **[GitHub - nivethithasenthilkumar/team\_mini\_project: Crop monitoring website which is useful for...](https://github.com/nivethithasenthilkumar/team_mini_project)**
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> Crop monitoring website which is useful for farmers young generation and educationalist

SpatioVision demonstrates how combining spatial intelligence with temporal analytics can unlock powerful insights from complex datasets and contribute to smarter, data-driven solutions.

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**Author:** ![rahulporuri](https://forum.fossunited.org/user_avatar/forum.fossunited.org/rahulporuri/32/565_2.png) [@rahulporuri](https://forum.fossunited.org/u/rahulporuri)\
**Post date:** [11 March 2026 05:47 UTC](https://forum.fossunited.org/t/spatio-temporal-gnn-based-crop-monitoring-system/7480/2 "2026-03-11T05:47:52Z")

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Hi @nivethitha_senthil_k , thank you for sharing your project.

Please note that if you want to make the project FOSS, you need to specifically add a license to the project, e.g., on GitHub. Please choose an appropriate license - [https://choosealicense.com/](https://choosealicense.com/).

If you’re not sure, we would recommend a GPL or MIT - GPL if you want to ensure that if others modify your code, they have to release it as FOSS under the same GPL license and MIT if you want to allow people to modify your code without needing to re-release their modifications as FOSS.

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**Author:** ![nivethitha\_senthil\_k](https://forum.fossunited.org/letter_avatar_proxy/v4/letter/n/77aa72/32.png) [@nivethitha\_senthil\_k](https://forum.fossunited.org/u/nivethitha_senthil_k)\
**Post date:** [11 March 2026 06:42 UTC](https://forum.fossunited.org/t/spatio-temporal-gnn-based-crop-monitoring-system/7480/3 "2026-03-11T06:42:15Z")

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> **[GitHub - nivethithasenthilkumar/team\_mini\_project: Crop monitoring website which is useful for...](https://github.com/nivethithasenthilkumar/team_mini_project)**
>
> Crop monitoring website which is useful for farmers young generation and educationalist

Added GPL license Sir