Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Betancourt, Clara, Stomberg, Timo T, Edrich, Ann-Kathrin, Patnala, Ankit, Schultz, Martin G, Roscher, Ribana, Kowalski, Julia, Stadtler, Scarlet
Published in Geoscientific Model Development (03.06.2022)
Published in Geoscientific Model Development (03.06.2022)
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AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
Betancourt, Clara, Stomberg, Timo, Roscher, Ribana, Schultz, Martin G, Stadtler, Scarlet
Published in Earth system science data (24.06.2021)
Published in Earth system science data (24.06.2021)
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Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery
Stomberg, Timo T, Stone, Taylor, Leonhardt, Johannes, Weber, Immanuel, Roscher, Ribana
Year of Publication 01.03.2022
Year of Publication 01.03.2022
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Journal Article