Search Results

Deep learning speeds up ice flow modelling by several orders of magnitude

by Jouvet, Guillaume, Cordonnier, Guillaume, Kim, Byungsoo, Lüthi, Martin, Vieli, Andreas, Aschwanden, Andy
Published in Journal of Glaciology (2021)

Deep learning applied to glacier evolution modelling

by Bolibar, Jordi, Rabatel, Antoine, Gouttevin, Isabelle, Galiez, Clovis, Condom, Thomas, Sauquet, Eric
Published in The Cryosphere (2020)

Vegetation cover analysis of the mountainous part of north-eastern Siberia by means of geoinformation modelling and machine learning (basic principles, approaches, technology and relation to geosystem...

by Zakharov, Moisey, Cherosov, Mikhail, Troeva, Elena, Gadal, Sébastien
Published in BIO Web of Conferences (2021)

MES-loss: Mutually Equidistant Separation Metric Learning Loss Function

by Boutaleb, Yasser, Mohamed, Soladie, Catherine, Duong, Nam-Duong, Kacete, Amine, Royan, Jérôme, Seguier, Renaud
Published in Pattern Recognition Letters (2023)

The Hans Tausen drill: design, performance, further developments and some lessons learned

by Johnsen, Sigfus, Hensen, Steffen Bo, Sheldon, Simon G., Dahl-Jensen, Dorthe, Steffensen, Jorgen P., Augustin, Laurent, Journé, Paul, Alemany, Olivier, Rufli, Henry, Schwander, Jakob, Azuma, Nobuhiko, Motoyama, Hideaki, Popp, Trevor, Talalay, Pavel, Thorsteinsson, Throstur, Wilhelms, Frank, Zagorodnov, Victor
Published in Annals of Glaciology (2007)

Can gentrification theory learn from Airbnb? Airbnbfication and the asset economy in Reykjavík

by Mermet, Anne-Cécile
Published in Environment and Planning A: Economy and Space (2022)

Dislocating Urban Theory: Learning with Food-Vending Practices in Colombo and Delhi

by Palat Narayanan, Nipesh
Published in Antipode (2021)

Revealing the Impact of Global Heating on North Atlantic Circulation Using Transparent Machine Learning

by Sonnewald, Maike, Lguensat, Redouane
Published in Journal of Advances in Modeling Earth Systems (2021)

Deep Learning Resolves Representative Movement Patterns in a Marine Predator Species

by Peng, Chengbin, Duarte, Carlos, Costa, Daniel, Guinet, Christophe, Harcourt, Robert, Hindell, Mark, Mcmahon, Clive, Muelbert, Monica, Thums, Michele, Wong, Ka-Chun, Zhang, Xiangliang
Published in Applied Sciences (2019)

Do naive juvenile seabirds forage differently from adults?

by Riotte-Lambert, Louise, Weimerskirch, Henri
Published in Proceedings of the Royal Society B: Biological Sciences (2013)

A Sectoral Application of the Polluter Pays Principle: Lessons Learned from the Aviation Sector

by Leclerc, Thomas
Published in Climate Law (2019)

N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification

by Yang, Chen, Hou, Biao, Chanussot, Jocelyn, Hu, Yue, Ren, Bo, Wang, Shuang, Jiao, Licheng
Published in IEEE Transactions on Geoscience and Remote Sensing (2022)

Improving interpretation of sea-level projections through a machine-learning-based local explanation approach

by Rohmer, Jérémy, Thiéblemont, Rémi, Le Cozannet, Gonéri, Goelzer, Heiko, Durand, Gael
Published in The Cryosphere (2022)

Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea

by Cazau, Dorian, Nguyen Hong Duc, P., Druon, J.-N., Matwins, S., Fablet, Ronan
Published in Machine Learning (2021)

Learning and insights from a participatory photography project with Cree and Inuit about the land (Nunavik, Canada)

by Chanteloup, Laine, Joliet, Fabienne, Herrmann, Thora
Published in Polar Geography (2019)

Can machine learning reveal precursors of reversals of the geomagnetic axial dipole field?

by Gwirtz, K., Davis, T., Morzfeld, M., Constable, C., Fournier, A., Hulot, G.
Published in Geophysical Journal International (2022)

Tropical Cyclone Detection from the Thermal Infrared Sensor IASI Data Using the Deep Learning Model YOLOv3

by Lam, Lisa, George, Maya, Gardoll, Sébastien, Safieddine, Sarah, Whitburn, Simon, Clerbaux, Cathy
Published in Atmosphere (2023)

Warm climate isotopic simulations: What do we learn about interglacial signals in Greenland ice cores?

by Sime, L.C., Risi, Camille, Tindall, J.C., Sjolte, J., Wolff, E.W., Masson-Delmotte, Valérie, Capron, E.
Published in Quaternary Science Reviews (2013)

Anthropogenic Contaminants Shape the Fitness of the Endangered European Eel: A Machine Learning Approach

by Bourillon, Bastien, Feunteun, Eric, Acou, Anthony, Trancart, Thomas, Teichert, Nils, Belpaire, Claude, Dufour, Sylvie, Bustamante, Paco, Aarestrup, Kim, Walker, Alan, Righton, David
Published in Fishes (2022)

Early-life foraging: Behavioral responses of newly fledged albatrosses to environmental conditions

by de Grissac, Sophie, Bartumeus, Frederic, Cox, Samantha L., Weimerskirch, Henri
Published in Ecology and Evolution (2017)