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anomaly-detection-of-pollution-emissions-using-tropomi-satellite-data

Monitoring established in-land human activities using pollution satellite data. Copernicus Sentinel-5P (TROPOMI) is the satellite data imagery source for remote pollution sensing on which the entire project is based. The image processing phase has taken a significant amount of effort since it was crucial to extract useful and correct information for pollution source identification and time-series analysis. Starting from the assumption that we do not know where human activities are in advance, we have developed a method for top-down detection of pollution sources in areas of interest. During our work, we have developed a Gaussian reconstruction of the emissions (GROTE) method to estimate the emissions by analyzing pollution. Once the data has been processed, we use the processed data to train a time-series machine learning method and generate data on expected pollution emissions for each identified location. Finally, our service can be integrated into the ARCOS project and raise an alert if the difference between the forecast value and the actual value exceeds the reference baseline for determining whether the pollution emissions value falls into the category of "usual" or "anomalous" behavior.

candy-machine-mint

Fork, config, customize and ship your own candy machine mint app on your own domain, ultra fast.

cypress-realworld-app

A payment application to demonstrate real-world usage of Cypress testing methods, patterns, and workflows.

docs

eateasy

The project stems from the desire to promote diversity as an enriching factor. Each of us is different from those next to us, and for this reason, everyone must have the opportunity to enjoy a meal outside their home, while maintaining their autonomy. The final goal is to promote all commercial activities that offer services targeted to people with special needs, including motor disabilities (free transit for wheelchairs, enough space to move without problems ...), hearing disabilities or visual impairments, specific dietary requirements (allergies, intolerances, vegetarianism, veganism, celiac disease ...), attention to the environment (use of biodegradable materials, recycling ...) and families (recreational space for children, availability of accessories suitable for early childhood ...)

eyes-nft

hashlips_art_engine

HashLips Art Engine is a tool used to create multiple different instances of artworks based on provided layers.

langchain

⚡ Building applications with LLMs through composability ⚡

metaplex

Protocol and application framework for decentralized NFT minting, storefronts, and sales.

naviigo-mobile_app-showcase

Naviigo is a transactional two-sided platform that connects tourists directly not only with businesses that offer boat rentals but also with private boat owners who can rent their own boat and earn money. Tourists set the location, date, their preferences, choose the available boat, and book.

next13-notes

Hands-on on Next 13 new features

rasd-dd-software-engineering-2-class

SafeSteets, Software Engineering 2 Project

scrabble-game-for-pc

Computer Science Fundamentals Project: Scrabble game developed in C++, with graphical interface and sophisticated algorithms for challenging players and advising the player of the best actionable moves.

traffic-monitor

A system for the integrated monitoring and control of city traffic through road/automobile control units whose analyzed data are accessible through various applications. Skills acquired: definition of the project requirements, UML design and modeling, development in Java of separate software communicating with each other via RMI, testing of the developed software.

woocommerce-gateway-paypal-express-checkout