When Traditional Selection Fails: How to Improve Settlement Selection for Small-Scale Maps Using Machine Learning. - Izabela Karsznia; Sielicka Karolina (ISPRS Int. J. Geo Inf., 2020)

Mapping Glacier Forelands Based on UAV BVLOS Operation in Antarctica. - Maciej Dabski; Anna Zmarz; Miroslaw Rodzewicz; Malgorzata Korczak-Abshire; Izabela Karsznia; Katarzyna Lach; Grzegorz Rachlewicz; Katarzyna Chwedorzewska (Remote. Sens., 2020)

Modelling mobility and visualizing people's flow patterns in rural areas for future infrastructure development as a good transnational land-governance practice. - Paula Botella; Pawel Góra; Martyna Sosnowska; Izabela Karsznia; Sara Carvajal Querol (CoRR, 2021)

Searching for an Optimal Hexagonal Shaped Enumeration Unit Size for Effective Spatial Pattern Recognition in Choropleth Maps. - Izabela Karsznia; Izabela Malgorzata Golebiowska; Jolanta Korycka-Skorupa; Tomasz Nowacki (ISPRS Int. J. Geo Inf., 2021)

Make It Simple: Effective Road Selection for Small-Scale Map Design Using Decision-Tree-Based Models. - Izabela Karsznia; Karolina Wereszczynska; Robert Weibel (ISPRS Int. J. Geo Inf., 2022)