https://github.com/hammerdirt-analyst/reporter_demo

This digital assistant helps put local environmental observations in the context of regional and national strategies. Plastics and other trash in the environment are a recognized problem. In Switzerland the population is agreed: we prefer less trash and plastics in the environment.
https://github.com/hammerdirt-analyst/reporter_demo

citizen-science environmental-monitoring langchain marinelitter openai

Last synced: 26 days ago
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This digital assistant helps put local environmental observations in the context of regional and national strategies. Plastics and other trash in the environment are a recognized problem. In Switzerland the population is agreed: we prefer less trash and plastics in the environment.

• Host: GitHub
• URL: https://github.com/hammerdirt-analyst/reporter_demo
• Owner: hammerdirt-analyst
• License: gpl-3.0
• Created: 2024-12-20T02:32:05.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-04-03T09:21:16.000Z (about 1 year ago)
• Last Synced: 2025-04-03T10:28:40.906Z (about 1 year ago)
• Topics: citizen-science, environmental-monitoring, langchain, marinelitter, openai
• Language: Python
• Homepage: https://reporterdemo-hammerdirt.streamlit.app/
• Size: 93.5 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# hammerdirt Reporter

The reporter is an implementation of llms and ML pipelines to report beach litter surveys. 

## Submission to the prototype fund

1. [Sustainable digitalization and digital sufficiency ](https://prototypefund.opendata.ch/fr/a-propos/prototypes-pour-la-transformation-systemique/)

## References and resources:

**The trash along lakes and rivers** is an official theme of Swiss Federal Office of The Environment:

1. https://www.bafu.admin.ch/bafu/fr/home/themes/dechets/dossiers/des-dechets-aux-abords-des-lacs-et-cours-d-eau-suisses.html

**Technical documents and the role of citizen science** : check `resources/reference_texts` for the current set of documents either in the RAG application or selected for inclusion.

__It is based on a lot of previous work:__

* [IQAASL](https://github.com/hammerdirt-analyst/IQAASL-End-0f-Sampling-2021) : The federal report on trash along lakes and rivers

* [Reporting Volunteer Observations](https://hammerdirt-analyst.github.io/feb_2024/titlepage.html) : Methods for reporting volunteer observtions and the role of AI

* [Solid Waste Team EPFL](https://github.com/hammerdirt-analyst/solid-waste-team) : Predicting beach litter values with EPFL students

* [Revealing the role of land use in macro litter distribution](https://www.sciencedirect.com/science/article/pii/S0269749124016257) : Peer review article on the role of land use in litter distribution

* [Plastock](https://associationsauvegardeleman.github.io/plastock/) : The results of 12 months of beach litter surveys on Lac Léman in 2022

* [Probability of trash](https://github.com/hammerdirt-analyst/finding-one-object) : The probability of finding one object on a beach, using conditional probability

![hammerdirt](resources/images/goodimage.jpeg)

## Way forward

We could use some help. There is currently no financing for this project. If you want to help contact the maintainer.