Maria Sdraka

activity

20222026

most citedA Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

51 citations · 68 across the 5 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.CV2023★ 10 cited

FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2

Maria Sdraka, Alkinoos Dimakos, Alexandros Malounis +4

Over the last decade there has been an increasing frequency and intensity of wildfires across the globe, posing significant threats to human and animal lives, ecosystems, and socio…

cs.CV2023★ 7 cited

Kuro Siwo: 33 billion $m^{2}$ under the water. A global multi-temporal satellite dataset for rapid flood mapping

Nikolaos Ioannis Bountos, Maria Sdraka, Angelos Zavras +6

Global floods, exacerbated by climate change, pose severe threats to human life, infrastructure, and the environment. Recent catastrophic events in Pakistan and New Zealand undersc…

FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2

Kuro Siwo: 33 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping

Kuro Siwo: 33 billion $m^{2}$ under the water. A global multi-temporal satellite dataset for rapid flood mapping