Activity

Talks & Conferences

1. 2026
   Can Sentinel-2 Help Characterize the Land-Management Effect on Drought Followed by Heavy Precipitation in European Agroecosystems? EGU General Assembly 2026 · Vienna, Austria
2. 2026
   Similarity Search of Earth Observation Data Using Foundation Model Embeddings EGU General Assembly 2026 · Vienna, Austria
3. 2026
   AI Foundation Models for Near Real-Time Environmental Monitoring from Satellite Data EGU General Assembly 2026 · Vienna, Austria
4. 2026
   Time, Space, and Nightlights: Global Evaluation of Major TOM Earth Embeddings EGU General Assembly 2026 · Vienna, Austria
5. 2025
   Developing Global Embeddings from Sentinel-1 and Sentinel-2 Data to Enhance Earth Observation Analysis EGU General Assembly 2025 · Vienna, Austria
6. 2025
   Scalable Earth Observation Analytics through Global Major TOM Embeddings of Sentinel-1 and Sentinel-2 Data ESA–NASA International Workshop on AI Foundation Models for EO, ESA-ESRIN · Frascati, Italy
7. 2025
   Monitoring mountain forest disturbance and recovery using Sentinel-2 dense time series IGARSS 2025 — IEEE Int. Geoscience and Remote Sensing Symposium · Brisbane, Australia
8. 2025
   ARCEME: Adaptation and Resilience to Climate Extremes and Multi-hazard Events ESA Living Planet Symposium 2025 · Vienna, Austria
9. 2024
   Assessment of Post-Disturbance Changes in Spruce Mountain Forests Using Sentinel-2 Data and Machine Learning IGARSS 2024 — IEEE Int. Geoscience and Remote Sensing Symposium · Athens, Greece
10. 2023
    Sentinel-2, PlanetScope and Airborne HySpex Hyperspectral Imagery for Mountain Woody Species Mapping 42nd EARSeL Symposium · Bucharest, Romania
11. 2023
    Chlorophyll Fluorescence Mapping in Inland Wetlands through Machine Learning Techniques FLEX Fluorescence Workshop, ESA-ESRIN · Frascati, Italy
12. 2022
    Tools for information to farmers on grasslands yields under stressed conditions (GrasSAT) ESA Living Planet Symposium · Bonn, Germany
13. 2022
    HySpex Airborne Hyperspectral vs. Multitemporal Sentinel-2 for Mapping High-Mountain Plant Communities 12th EARSeL Workshop on Imaging Spectroscopy · Potsdam, Germany
14. 2021
    Assessment of the Effectiveness of Land Cover Classification According to CORINE Land Cover Nomenclature 40th EARSeL Symposium · Warsaw, Poland

Projects & Grants

1. 2024 — present · Principal Investigator

   Assessment of spruce forest damage in the Tatra Mountains from Sentinel-2 time series using machine learning

   National Science Centre (NCN), Preludium 22 — no. 2023/49/N/ST10/00517 · University of Warsaw

2. 2016 — 2022 · Team member

   VOLTA — innoVation in geOspatiaL and 3D daTA

   Horizon 2020, MSCA-RISE-2016 — GA No. 734687 · University of Warsaw

Datasets

1. 2025
   Integrated spectrometric and bioradiometric dataset for assessing the condition of Tatra spruce forests University of Warsaw Research Data
2. 2024
   Sentinel-2 satellite database for the Tatra Transboundary Biosphere Reserve University of Warsaw Research Data
3. 2024
   Major TOM — global, dense embeddings of Earth from Sentinel-1 and Sentinel-2 Hugging Face

Awards & Honours

1. 2023–2025
   IDUB scholarship for doctoral dissertations aligned with Priority Research Areas (editions I, II, III) University of Warsaw
2. 2021
   Rector's congratulatory letter — best result in the Doctoral School recruitment (Earth & Environmental Sciences) University of Warsaw
3. 2021
   Laureate, 4th Minister of Development competition in geoinformation — MSc thesis category Ministry of Development, Labour and Technology
4. 2016–2021
   Rector's scholarship for the best students (2016/17, 2017/18, 2020/21) University of Warsaw

Memberships & Networks

• GEO Mountainssince 2024
• COST Action PANGEOS — WG.4 Uncertainty Analysis & Standardizationsince 2023
• GEO BON — Group on Earth Observations Biodiversity Observation Networksince 2022
• Global Land Programme (GLP)since 2022
• EARSeL — European Association of Remote Sensing Laboratoriessince 2021