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Michele Volpi

Swiss Data Science Center

25H指数
128论文数
3.4K被引数
收录论文 35
发表时间
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Self-supervised pre-training enables marine debris detection across sensors自监督预训练实现了跨传感器的海洋垃圾检测
errRemote Sensing of Environment
IF11.4
err2026-03-31
err0
errOAAI
errEmanuele Dalsasso; Marc Rußwurm; Christian Donner; Samuel Darmon; Robin de Vries; Michele Volpi; Devis Tuia
err分享
err收藏
Zero-shot deep learning for the annotation of unknown eDNA sequences using co-occurrences and phylogenetic embeddings基于共现关系和系统发育嵌入的未知eDNA序列标注零样本深度学习方法
errPLoS Computational Biology
IF3.6
err2025-12-19
err0
PREAI
errStalder, Steven; Sanchez, Theophile; Volpi, Michele; Manel, Stephanie; Mouillot, David; Auber, Arnaud; Bruno, Morgane; Marques, Virginie; Albouy, Camille; Pellissier, Loic
err分享
err收藏
Autoencoder-based feature extraction for the automatic detection of snow avalanches in seismic data
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2025-11-20
err0
errOAAI
errSimeon, Andri; Perez-Guillen, Cristina; Volpi, Michele; Seupel, Christine; van Herwijnen, Alec
err分享
err收藏
Large-scale slum mapping in sub-Saharan Africa's major cities: Remote sensing and deep learning reveal strong slum growth in the urban periphery between 2016 and 2022撒哈拉以南非洲主要城市的大规模贫民窟制图：遥感与深度学习揭示2016年至2022年间城市边缘地带的贫民窟显著增长
errHABITAT INTERNATIONAL
IF7
err2025-07-01
err0
errOAAI
errButtner, Nicolas; Stalder, Steven; Volpi, Michele; Suel, Esra; Harttgen, Kenneth
err分享
err收藏
Advanced identification of geological discontinuities with deep learning基于深度学习的地质不连续面高级识别
errApplied Computing and Geosciences
IF3.2
err2025-06-21
err0
errOAAI
errRushan Wang; Martin Ziegler; Michele Volpi; Andrea Manconi
err分享
err收藏
Assessing the performance and explainability of an avalanche danger forecast model
errNATURAL HAZARDS AND EARTH SYSTEM SCIENCES
IF4.7
err2025-04-08
err0
errOAAI
errPerez-Guillen, Cristina; Techel, Frank; Volpi, Michele; van Herwijnen, Alec
err分享
err收藏
ORDNA: Deep-learning-based ordination for raw environmental DNA samplesORDNA：基于深度学习的原始环境DNA样本排序
errMethods in Ecology and Evolution
IF6.2
err2025-04-03
err0
errOAAI
errThéophile Sanchez; Steven Stalder; Letizia Lamperti; Sébastien Brosse; Aline Frossard; Flurin Leugger; Romane Rozanski; Shuo Zong; Stéphanie Manel; Laura Medici; Fabienne Kuhn; Xingguo Han; Adrien Mestrot; Camille Albouy; Michele Volpi; Loïc Pellissier
err分享
err收藏
Towards deep-learning solutions for classification of automated snow height measurements (CleanSnow v1.0.2)
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2025-03-17
err0
errOAAI
errSvoboda, Jan; Ruesch, Marc; Liechti, David; Jones, Corinne; Volpi, Michele; Zehnder, Michael; Schweizer, Jurg
err分享
err收藏
The FIP 1.0 Data Set: Highly resolved annotated image time series of 4,000 wheat plots grown in 6 yearsFIP 1.0数据集：高分辨率注释图像时间序列，包含在6年内种植的4,000个小麦地块。
errGIGASCIENCE
IF3.9
err2025-01-01
err2
errOAAI
errRoth, Lukas; Boss, Mike; Kirchgessner, Norbert; Aasen, Helge; Aguirre-Cuellar, Brenda Patricia; Akiina, Price Pius Atuah; Anderegg, Jonas; Castillo, Joaquin Gajardo; Chen, Xiaoran; Corrado, Simon; Cybulski, Krzysztof; Keller, Beat; Kortstee, Stefan Gobel; Kronenberg, Lukas; Liebisch, Frank; Nousi, Paraskevi; Oppliger, Corina; Perich, Gregor; Pfeifer, Johannes; Yu, Kang; Storni, Nicola; Tschurr, Flavian; Treier, Simon; Volpi, Michele; Zellweger, Hansueli; Zumsteg, Olivia; Hund, Andreas; Walter, Achim
err分享
err收藏
A three-stage model pipeline predicting regional avalanche danger in Switzerland (RAvaFcast v1.0.0): a decision-support tool for operational avalanche forecasting
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2024-10-30
err1
errOAAI
errMaissen, Alessandro; Techel, Frank; Volpi, Michele
err分享
err收藏
Self-supervised learning unveils urban change from street-level images自监督学习从街道级图像揭示城市变化
errCOMPUTERS ENVIRONMENT AND URBAN SYSTEMS
IF8.3
err2024-09-01
err1
errOAAI
errStalder, Steven; Volpi, Michele; Buttner, Nicolas; Law, Stephen; Harttgen, Kenneth; Suel, Esra
err分享
err收藏
Pan-Arctic methanesulfonic acid aerosol: source regions, atmospheric drivers, and future projections
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-07-13
err0
errOAAI
errPernov, Jakob Boyd; Harris, Eliza; Volpi, Michele; Baumgartner, Tamara; Hohermuth, Benjamin; Henne, Stephan; Aeberhard, William H.; Becagli, Silvia; Quinn, Patricia K.; Traversi, Rita; Upchurch, Lucia M.; Schmale, Julia
err分享
err收藏
Using machine learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan region
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2023-11-01
err0
errOAAI
errLi, Danya; Gajardo, Joaquin; Volpi, Michele; Defraeye, Thijs
err分享
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A text and image analysis workflow using citizen science data to extract relevant social media records: Combining red kite observations from Flickr, eBird and iNaturalist
errECOLOGICAL INFORMATICS
IF7.3
err2022-11-01
err9
errOAAI
errHartmann, Maximilian C.; Schott, Moritz; Dsouza, Alishiba; Metz, Yannick; Volpi, Michele; Purves, Ross S.
err分享
err收藏
Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland
errNATURAL HAZARDS AND EARTH SYSTEM SCIENCES
IF4.7
err2022-06-14
err24
errOAAI
errPerez-Guillen, Cristina; Techel, Frank; Hendrick, Martin; Volpi, Michele; van Herwijnen, Alec; Olevski, Tasko; Obozinski, Guillaume; Perez-Cruz, Fernando; Schweizer, Juerg
err分享
err收藏
Exploring the coupled ocean and atmosphere system with a data science approach applied to observations from the Antarctic Circumnavigation Expedition
errEARTH SYSTEM DYNAMICS
IF7.2
err2021-11-30
err15
errOAAI
errLandwehr, Sebastian; Volpi, Michele; Haumann, F. Alexander; Robinson, Charlotte M.; Thurnherr, Iris; Ferracci, Valerio; Baccarini, Andrea; Thomas, Jenny; Gorodetskaya, Irina; Tatzelt, Christian; Henning, Silvia; Modini, Rob L.; Forrer, Heather J.; Lin, Yajuan; Cassar, Nicolas; Simo, Rafel; Hassler, Christel; Moallemi, Alireza; Fawcett, Sarah E.; Harris, Neil; Airs, Ruth; Derkani, Marzieh H.; Alberello, Alberto; Toffoli, Alessandro; Chen, Gang; Rodriguez-Ros, Pablo; Zamanillo, Marina; Cortes-Greus, Pau; Xue, Lei; Bolas, Conor G.; Leonard, Katherine C.; Perez-Cruz, Fernando; Walton, David; Schmale, Julia
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Machine learning for cross-gazetteer matching of natural features
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2019-04-22
err20
errOAAI
errAcheson, Elise; Volpi, Michele; Purves, Ross S.
err分享
err收藏
Automated detection of individual clove trees for yield quantification in northeastern Madagascar based on multi-spectral satellite data
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2019-02-01
err11
errOAAI
errRoth, Sandra I. B.; Leiterer, Reik; Volpi, Michele; Celio, Enrico; Schaepman, Michael E.; Joerg, Philip C.
err分享
err收藏
Robust quantification of riverine land cover dynamics by high-resolution remote sensing
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2018-11-01
err28
PREAI
errMilani, Gillian; Volpi, Michele; Tonolla, Diego; Doering, Michael; Robinson, Christopher; Kneubuehler, Mathias; Schaepman, Michael
err分享
err收藏
Land cover mapping at very high resolution with rotation equivariant CNNs: Towards small yet accurate models
errISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
IF12.2
err2018-11-01
err202
PREAI
errMarcos, Diego; Volpi, Michele; Kellenberger, Benjamin; Tuia, Devis
err分享
err收藏

研究方向

暂无研究方向
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合作期刊
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Gustau Camps‐Valls
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Michael E. Schaepman
H 指数: 79 · 论文数: 652
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Loïc Pellissier
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