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Illumination variations in non-atmospherically corrected high-resolution satellite (HRS) images acquired at different dates/times/locations pose a major challenge for large-area environmental mapping and monitoring. This problem is exacerbated in cases where a classification model is trained only on one image (and often limited training data) but...

This technical report elaborates on the methodology and results from the case study conducted in Case Study: Phoukhoun River Basin Pilot, Lao PDR. These guidelines will help stakeholders to conduct landslide vulnerability and risk assessments by integrating climate change projections. The technical report should be read along with the related...

Lichen is an important food source for caribou in Canada. Lichen mapping using remote sensing (RS) images could be a challenging task, however, as lichens generally appear in unevenly distributed, small patches, and could resemble surficial features. Moreover, collecting lichen labeled data (reference data) is expensive, which restricts the...