Steven Mortier
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View article: Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment
Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment Open
Background The optimization of enhanced mineral weathering as a carbon dioxide removal technology requires a comprehensive understanding of what drives mineral weathering. These drivers can be abiotic and biotic and can interact with each …
View article: Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment
Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment Open
Background The optimization of enhanced mineral weathering as a carbon dioxide removal technology requires a comprehensive understanding of what drives mineral weathering. These drivers can be abiotic and biotic and can interact with each …
View article: Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment
Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment Open
Background The optimization of enhanced mineral weathering as a carbon dioxide removal technology requires a comprehensive understanding of what drives mineral weathering. These drivers can be abiotic and biotic and can interact with each …
View article: Author Correction: Global Crop-Specific Fertilization Dataset from 1961–2019
Author Correction: Global Crop-Specific Fertilization Dataset from 1961–2019 Open
View article: Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support
Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support Open
Introduction The study of attention has been pivotal in advancing our comprehension of cognition. The goal of this study is to investigate which EEG data representations or features are most closely linked to attention, and to what extent …
View article: Global Crop-Specific Fertilization Dataset from 1961–2019
Global Crop-Specific Fertilization Dataset from 1961–2019 Open
View article: Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning Open
View article: Global Crop-Specific Fertilization Dataset from 1961-2019
Global Crop-Specific Fertilization Dataset from 1961-2019 Open
As global fertilizer application rates increase, high-quality datasets are paramount for comprehensive analyses to support informed decision-making and policy formulation in crucial areas such as food security or climate change. This study…
View article: Missing Value Imputation of Wireless Sensor Data for Environmental Monitoring
Missing Value Imputation of Wireless Sensor Data for Environmental Monitoring Open
Over the past few years, the scale of sensor networks has greatly expanded. This generates extended spatiotemporal datasets, which form a crucial information resource in numerous fields, ranging from sports and healthcare to environmental …
View article: Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning Open
Changes in climate can greatly affect the phenology of plants, which can have important feedback effects, such as altering the carbon cycle. These phenological feedback effects are often induced by a shift in the start or end dates of the …
View article: Classification of Targets and Distractors in an Audiovisual Attention Task Based on Electroencephalography
Classification of Targets and Distractors in an Audiovisual Attention Task Based on Electroencephalography Open
Within the broader context of improving interactions between artificial intelligence and humans, the question has arisen regarding whether auditory and rhythmic support could increase attention for visual stimuli that do not stand out clea…
View article: Design and Construction of an Experimental Setup to Enhance Mineral Weathering through the Activity of Soil Organisms
Design and Construction of an Experimental Setup to Enhance Mineral Weathering through the Activity of Soil Organisms Open
Enhanced weathering (EW) is an emerging carbon dioxide (CO2) removal technology that can contribute to climate change mitigation. This technology relies on accelerating the natural process of mineral weathering in soils by manipulating the…
View article: WithMe preprocessed dataset
WithMe preprocessed dataset Open
The preprocessed WithMe dataset as introduced in the following paper:Steven Mortier, Renata Turkes,Jorg De Winne, Wannes Vanransbeeck, Dick Botteldooren, Paul Devos, Steven Latré, Marc Leman, Tim Verdonck. 2023. Classification of Target…