Environmental Data Science - Journal - Bridge of Knowledge

Environmental Data Science

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eISSN:

2634-4602

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Year	Points	List
Year 2024	5	Journal not listed on ministry scored journal list 2024

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Year	Points	List
2024	5	Journal not listed on ministry scored journal list 2024

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Year 2024

Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention
Publication
- J. Lepioufle
- P. Schneider
- P. D. Hamer
- R. Odegard
- I. Vallejo
- T. Cao
- A. Taherkordi
- M. Wójcikowski
- Environmental Data Science - Year 2024
In environmental science, where information from sensor devices are sparse, data fusion for mapping purposes is often based on geostatistical approaches. We propose a methodology called adaptive distance attention that enables us to fuse sparse, heterogeneous, and mobile sensor devices and predict values at locations with no previous measurement. The approach allows for automatically weighting the measurements according to a priori...

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