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HyperCanny
Finds edges in high-dimensional data using the Canny algorithm.
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Description
- Computes edges in large data sets
- Works in any number of dimensions
- Easily accessible from Python using a Cython wrapper. The Python interface is geared towards applications in climate science.
- C++ and Python interfaces
- The only (findable) implementation of Canny's algorithm in more than two dimensions
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Reference papers
Mentions
- 1.Published in Climate Change 2021 – The Physical Science Basis by Cambridge University Press in 2023, page: 147-28610.1017/9781009157896.003
- 2.Author(s): Aisya Nafiisyanti, Farid Lasmono, Ibnu Fathrio, Risyanto, Teguh Harjana, Didi Satiadi, Acep Catur NugrahaPublished in Springer Proceedings in Physics, Proceedings of the International Conference on Radioscience, Equatorial Atmospheric Science and Environment and Humanosphere Science by Springer Nature Singapore in 2023, page: 221-23010.1007/978-981-19-9768-6_21
- 1.Author(s): Sjoerd Terpstra, Swinda K. J. Falkena, Robbin Bastiaansen, Sebastian Bathiany, Henk A. Dijkstra, Anna S. von der HeydtPublished in AGU Advances by American Geophysical Union (AGU) in 202510.1029/2025av001698
- 2.Author(s): Audrey Brouillet, Guillaume Coulaud, Dennis Shasha, Reza Akbarinia, Florent MassegliaPublished in Geophysical Research Letters by American Geophysical Union (AGU) in 202510.1029/2025gl117095
- 3.Author(s): Rafael Denadai, Marina Koutsodontis Machado Alvim, Yeonah Kang, Junior Chun-Yu Tu, Brunno M. de Campos, Enrico Ghizoni, Helder Tedeschi, Clarissa Yasuda, Fernando CendesPublished in 202510.7717/peerj.20201
- 4.Author(s): Xiangdong Zhang, Timo Vihma, Annette Rinke, G. W. K. Moore, Han Tang, Cecilia Äijälä, Alice DuVivier, Jianbin Huang, Laura Landrum, Chao Li, Jing Zhang, Linette Boisvert, Bin Cheng, Judah Cohen, Dörthe Handorf, Edward Hanna, Katharina Hartmuth, Marius O. Jonassen, Yong Luo, Sonja Murto, James E. Overland, Chelsea Parker, William Perrie, Kirstin Schulz, Axel Schweiger, Thomas Spengler, Michael Steele, Wen-wen Tung, Nicholas Tyrrell, Elina Valkonen, Hailong Wang, Zhuo Wang, Wilbert Weijer, Siiri Wickström, Yutian Wu, Minghong ZhangPublished in Nature Reviews Earth & Environment by Springer Science and Business Media LLC in 2025, page: 691-71110.1038/s43017-025-00724-4
- 5.Author(s): Mathieu Pélissié, Vincent Devictor, Vasilis DakosPublished in Biological Conservation by Elsevier BV in 2024, page: 11042910.1016/j.biocon.2023.110429
- 6.Author(s): Timothy M. Lenton, Jesse F. Abrams, Annett Bartsch, Sebastian Bathiany, Chris A. Boulton, Joshua E. Buxton, Alessandra Conversi, Andrew M. Cunliffe, Sophie Hebden, Thomas Lavergne, Benjamin Poulter, Andrew Shepherd, Taylor Smith, Didier Swingedouw, Ricarda Winkelmann, Niklas BoersPublished in Nature Communications by Springer Science and Business Media LLC in 202410.1038/s41467-023-44609-w
- 7.Author(s): Laure Moinat, Jérôme Kasparian, Maura BrunettiPublished in Chaos: An Interdisciplinary Journal of Nonlinear Science by AIP Publishing in 202410.1063/5.0230848
- 8.Author(s): Sebastian Bathiany, Robbin Bastiaansen, Ana Bastos, Lana Blaschke, Jelle Lever, Sina Loriani, Wanda De Keersmaecker, Wouter Dorigo, Milutin Milenković, Cornelius Senf, Taylor Smith, Jan Verbesselt, Niklas BoersPublished in Surveys in Geophysics by Springer Science and Business Media LLC in 2024, page: 265-30110.1007/s10712-024-09833-z
- 9.Author(s): A. V. EliseevPublished in Radiophysics and Quantum Electronics by Springer Science and Business Media LLC in 2023, page: 79-9210.1007/s11141-023-10277-5
- 10.Author(s): Daniel Dylewsky, Timothy M. Lenton, Marten Scheffer, Thomas M. Bury, Christopher G. Fletcher, Madhur Anand, Chris T. BauchPublished in Journal of The Royal Society Interface by The Royal Society in 202310.1098/rsif.2022.0562
- 11.Author(s): Juan C RochaPublished in Environmental Research Letters by IOP Publishing in 2022, page: 06501310.1088/1748-9326/ac73a8
- 12.Author(s): Vikki Thompson, Alan T. Kennedy-Asser, Emily Vosper, Y. T. Eunice Lo, Chris Huntingford, Oliver Andrews, Matthew Collins, Gabrielle C. Hegerl, Dann MitchellPublished in Science Advances by American Association for the Advancement of Science (AAAS) in 202210.1126/sciadv.abm6860
- 13.Author(s): Luis J. Gilarranz, Anita Narwani, Daniel Odermatt, Rosi Siber, Vasilis DakosPublished in Proceedings of the National Academy of Sciences by Proceedings of the National Academy of Sciences in 202210.1073/pnas.2116413119
- 14.Author(s): Jiaojiao Yue, Jule Xiao, Xu Wang, Anna Nele Meckler, Sevasti Eleni Modestou, Jiawei FanPublished in Quaternary Science Reviews by Elsevier BV in 2022, page: 10776710.1016/j.quascirev.2022.107767
- 15.Author(s): Zihaohan Sang, Andreas HamannPublished in Environmental Research Letters by IOP Publishing in 2022, page: 09401110.1088/1748-9326/ac8608
- 16.Author(s): Victor Brovkin, Edward Brook, John W. Williams, Sebastian Bathiany, Timothy M. Lenton, Michael Barton, Robert M. DeConto, Jonathan F. Donges, Andrey Ganopolski, Jerry McManus, Summer Praetorius, Anne de Vernal, Ayako Abe-Ouchi, Hai Cheng, Martin Claussen, Michel Crucifix, Gilberto Gallopín, Virginia Iglesias, Darrell S. Kaufman, Thomas Kleinen, Fabrice Lambert, Sander van der Leeuw, Hannah Liddy, Marie-France Loutre, David McGee, Kira Rehfeld, Rachael Rhodes, Alistair W. R. Seddon, Martin H. Trauth, Lilian Vanderveken, Zicheng YuPublished in Nature Geoscience by Springer Science and Business Media LLC in 2021, page: 550-55810.1038/s41561-021-00790-5
- 1.Author(s): Rahul Jaiswal, Anu PriyaPublished in 202510.1109/icsc64553.2025.10968567
- 2.Author(s): OECDPublished by OECD Publishing in 202210.1787/8dd5e292-en
- 3.Author(s): OECDPublished by OECD Publishing in 202210.1787/680fd7a6-en
- 4.Author(s): OECDPublished by OECD Publishing in 202210.1787/b2687465-en
- 5.Author(s): OECDPublished by OECD Publishing in 202210.1787/84899395-en
- 6.Author(s): OECDPublished by OECD Publishing in 202110.1787/6fbf536c-en
- 7.Author(s): OECDPublished by OECD Publishing in 202110.1787/f9803e68-en
- 8.Author(s): OECDPublished by OECD Publishing in 202110.1787/f50ec22e-en
- 9.Author(s): OECDPublished by OECD Publishing in 202110.1787/5e77f65f-en
- 10.Author(s): OECDPublished by OECD Publishing in 202110.1787/9f70f54e-en
- 11.Author(s): OECDPublished by OECD Publishing in 202110.1787/8fa34b8c-en
- 12.Author(s): OECDPublished by OECD Publishing in 202110.1787/eac256d3-en
- 13.Author(s): OECDPublished by OECD Publishing in 202110.1787/ecc51c5a-en
Contributors
Contact person
Netherlands eScience Center
Related projects
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Updated 32 months ago
Finished