Standardizing Machine Learning APIs for Earth Observation Data Cubes

Pondi, Brian ; Pebesma, Edzer (2024)
In: The 5th Spatial Data Science, Online, Germany. The 5th Spatial Data Science
Type of Publication: Research article in digital collection (conference)

Allocation of humanitarian aid after a weather disaster

Mogge L; McDonald M; Knoth C; Teickner H; Purevtseren M; Pebesma E; Kraehnert K (2023)
In: World Development, 166
Type of Publication: Research article (journal)

Machine learning-based global maps of ecological variables and the challenge of assessing them

Meyer, H; Pebesma, E (2022)
In: Nature Communications, 13
Type of Publication: Research article (journal)

Developing Transferable Spatial Prediction Models: a Case Study of Satellite Based Landcover Mapping

Ludwig, M; Bahlmann, J; Pebesma, E; Meyer, H (2022)
In: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B3-2022
Type of Publication: Research article in journal (conference)

Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing

Heisig Johannes , Olson Edward , Pebesma Edzer (2022)
In: Fire, 5(1)
Type of Publication: Research article (journal)

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Random forests with spatial proxies for environmental modelling: opportunities and pitfalls Milà C; Ludwig M; Pebesma E; Tonne C; Meyer H (2024) In: Geoscientific Model Development, 2024(17) Type of Publication: Research article (journal)
Standardizing Machine Learning APIs for Earth Observation Data Cubes Pondi, Brian ; Pebesma, Edzer (2024) In: The 5th Spatial Data Science, Online, Germany. The 5th Spatial Data Science Type of Publication: Research article in digital collection (conference)
Assessing and improving the transferability of current global spatial prediction models Ludwig, M; Moreno-Martinez, A; Hölzel, N; Pebesma, E; Meyer, H (2023) In: Global Ecology and Biogeography, 00 Type of Publication: Research article (journal)
Allocation of humanitarian aid after a weather disaster Mogge L; McDonald M; Knoth C; Teickner H; Purevtseren M; Pebesma E; Kraehnert K (2023) In: World Development, 166 Type of Publication: Research article (journal)
Nearest neighbour distance matching leave-one-out cross-validation for map validation Mila, C; Mateu, J; Pebesma, E; Meyer, H (2022) In: Methods in Ecology and Evolution, 13 Type of Publication: Research article (journal)
Machine learning-based global maps of ecological variables and the challenge of assessing them Meyer, H; Pebesma, E (2022) In: Nature Communications, 13 Type of Publication: Research article (journal)
Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing Heisig J., Olson E., Pebesma E. (2022) In: Fire, 5(1)(29) Type of Publication: Research article (journal)
Developing Transferable Spatial Prediction Models: a Case Study of Satellite Based Landcover Mapping Ludwig, M; Bahlmann, J; Pebesma, E; Meyer, H (2022) In: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B3-2022 Type of Publication: Research article in journal (conference)
Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data Kleinewillinghöfer, L; Olofsson, P; Pebesma, E; Meyer, H; Buck, O; Haub, C; Eiselt, B (2022) In: Remote Sensing, 14(19) Type of Publication: Research article (journal)
Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing Heisig Johannes , Olson Edward , Pebesma Edzer (2022) In: Fire, 5(1) Type of Publication: Research article (journal)