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Effective Data Management and Spatial Analytics
, 2021 This webinar introduced the implementations of effective data management and spatial analytics by academic and industry leaders of the field, and discuss the directions for further enhancement through integration with a cloud-based platform for research ...
Spatial Data Lab
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AN OPEN-SOURCE CANOPY CLASSIFICATION SYSTEM USING MACHINE-LEARNING TECHNIQUES WITHIN A PYTHON FRAMEWORK [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021 Studying deforestation has been an important topic in forestry research. Especially, canopy classification using remotely sensed data plays an essential role in monitoring tree canopy on a large scale.
O. Smith, H. Cho
doaj +1 more source
Spatial 3D Matérn Priors for Fast Whole-Brain fMRI Analysis
, 2021 Bayesian whole-brain functional magnetic resonance imaging (fMRI) analysis with three-dimensional spatial smoothing priors has been shown to produce state-of-the-art activity maps without pre-smoothing the data.
Lindgren, Finn, +14 more
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Spatial analysis and GIS in the study of COVID-19. A review
Science of the Total Environment, 2020 This study entailed a review of 63 scientific articles on geospatial and spatial-statistical analysis of the geographical dimension of the 2019 coronavirus disease (COVID-19) pandemic.
I. Franch-Pardo +3 more
semanticscholar +1 more source
GIS Copilot: towards an autonomous GIS agent for spatial analysis [PDF]
International Journal of Digital EarthRecent advancements in generative artificial intelligence (AI), particularly Large Language Models (LLMs), offer promising capabilities for spatial analysis. However, their integration with established GIS platforms remains underexplored.
Temitope Akinboyewa +3 more
semanticscholar +1 more source
A bi-directional approach to comparing the modular structure of networks
EPJ Data Science, 2021 Here we propose a new method to compare the modular structure of a pair of node-aligned networks. The majority of current methods, such as normalized mutual information, compare two node partitions derived from a community detection algorithm yet ignore ...
Daniel Straulino +2 more
doaj +1 more source
Spatial Analysis of BioAmbients [PDF]
, 2004 Programming language technology can contribute to the development and understanding of Systems Biology by providing formal calculi for specifying and analysing the dynamic behaviour of biological systems. Our focus is on BioAmbients, a variation of the ambient calculi developed for modelling mobility in computer systems.
Hanne Riis Nielson +2 more
openaire +2 more sources
The nested structure of urban business clusters
Applied Network Science, 2020 Although the cluster theory literature is bountiful in economics and regional science, there is still a lack of understanding of how the geographical scales of analysis (neighbourhood, city, region) relate to one another and impact the observed ...
Clémentine Cottineau, Elsa Arcaute
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Spatial analysis of COVID-19 clusters and contextual factors in New York City
Spatial and Spatio-temporal Epidemiology, 2020 Highlights • Proportion positive tests were positively associated with marginalized statuses.• Low testing and high positivity were associated with public transportation use.• We recommend testing and health care resources be directed to eastern Brooklyn.
J. Cordes, M. Castro
semanticscholar +1 more source
Geocarto International, 2023 Unaddressed imbalance of multitemporal land cover (LC) data reduces deep learning (DL) model usefulness to forecast changes. To manage geospatial data imbalance, there is a lack of specialized cost-sensitive learning strategies available.
Alysha van Duynhoven +1 more
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