Topic: Entwicklung eines Algorithmus zur Erkennung von Meeresoberflächenphänomenen anhand von Bildern

Topic: Entwicklung eines Algorithmus zur Erkennung von Meeresoberflächenphänomenen anhand von Bildern

Personal details

Title Entwicklung eines Algorithmus zur Erkennung von Meeresoberflächenphänomenen anhand von Bildern
Description

HiWi, Bachelor/Master thesis or practical course (Kontaktpraktikum) at ICBM!

Flexible starting date

Topic: Develop an algorithm to detect sea-surface phenomena from images

The ICBM working group ‘Processes and sensing of marine interfaces’ offers the possibility to do your thesis/practical course in an IT/computing project. We collect many sea surface images from a rowing boat with Martin Stengele (https://martin-stengele.de/atlantic-challenge/). Together with the German Research Center for Artificial Intelligence (DFKI), we aim to identify sea-surface phenomena such as slick or fronts automatically. We want to develop an algorithm that automatically merges the images, scans them, determines which one has surface phenomena, predicts when they will appear and interprets the frequency of occurrence with ancillary data (wind speed and direction, air and water temperature, salinity). We expect this work to be in paper-worth quality (especially for master thesis).

You should have:

·       Enthusiasm for computational work.

·       Strong interest in multidisciplinary research.

·       Good English language skills.

·       Basic knowledge of programming (preferably Python).

We offer:

·       Experience in sea-surface characteristics.

·       Data treatment with Python and extensive data management.

·       Nice working environment in an interdisciplinary and international team.

 

Please send your application, questions, or other project interests to Mariana Ribas Ribas (mariana.ribas.ribas@uol.de)
Home institution Institute for Chemistry and Biology of the Marine Environment
Associated institutions
Type of work practical / application-focused
Type of thesis Bachelor's or Master's degree
Author Dr. Mariana Ribas Ribas
Status available
Problem statement
Requirement
Created 24/09/23

Study data

Departments
  • Sonstige
  • Masterstudierende
Degree programmes
  • Bachelor's Programme Environmental Science
  • Master's Programme Marine Sensors
  • Master's Programme Marine Environmental Sciences
  • Master's Programme Environmental Modelling
  • Master's Programme Computing Science
  • Dual-Subject Bachelor's Programme Computing Science
  • Bachelor's Programme Computing Science
Assigned courses
Contact person