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2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
THREATENED IRISH HABITATS USING MULTI-TEMPORAL ............................. ... MUTI-SPECTRAL AERIAL IMAGERY AND CONVOLUTIONAL NEURAL NETWORKS Sara Perez-Carabaza, Oisin Boydell, University College Dublin, Ireland; Jerome O'Connell, ProvEye, Ireland WE1.O-6: SPATIO-TEMPORAL ANALYSIS ...doi:10.1109/igarss47720.2021.9553380 fatcat:zm7sioez6vgblpj25frkkxtfc4
Changing consumer food habits (e.g. use less oil seed, eat less meat, diminish use of tropical timber, fossil fuels, metals, minerals and gemstones from the tropics) and implementing sustainable land use ... due to habitat loss will require a stronger global resolve to reduce the world's per capita demand for forest-risk food and non-food commodities from primate-range regions. ... Here we introduce a computational framework for the automated sampling of behaviour, using a deep convolutional neural network (CNN) pipeline for detection, tracking and recognition of wild species, and ...doi:10.1159/000502392 pmid:31487734 fatcat:lzryxmot2jeqzemspeubyssiem
setups. 07-O-07 -Automated plant cover prediction with convolutional neural networks Here, we propose an approach using convolutional neural networks (CNNs) to identify species and analyze the plant ... We use convolutional neural networks (e.g. ResNet50) and finetune them for binary classification tasks ("bird", "no bird"), while forcing the model to respect temporal smoothness along frames. ...doi:10.24355/dbbs.084-202108120758-0 fatcat:rhobu4e35zb23i3dfvgqu5mukq
Use of the risk assessment paradigm to organise and prioritize microplastic research needs. .27 Understanding the effects of the plastic additive Bisphenol A (BPA) on estuarine food webs 28 November 19th ... at cell, tissue and physiological levels ... _____________________________________________________________________________________________________ Effects of exposure to microplastics alone and with adsorbed benzo(a)pyrene on marine mussels M. galloprovincialis ...doi:10.18154/rwth-2019-03077 fatcat:mafz44myencp7h2fevbnxpjyli
This project exists in the same community, and thus could not exist without the following projects and creators: Acknowledgements The tour images used in this article feature participants from The School ... What and how much to borrow? And what social, cultural and political changes might follow in their wake? These questions are yet to find their answers in Chinese maker culture. ... nonpresence of other (the spectral output). ...doi:10.26041/fhnw-3545 fatcat:zfxzjoxm65e75gitsaibnc5xuq