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M

Martin G. Schultz

forschungszentrum jülich

74H指数
486论文数
3.8W被引数
收录论文 94
发表时间
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Multi-stress interaction effects on BVOC emission fingerprints from Oak and Beech: A cross-investigation using Machine Learning and Positive Matrix Factorization多胁迫交互效应对橡树和山毛榉BVOC排放指纹的影响：一项使用机器学习和正交矩阵分解的交叉研究
errBiogeosciences
IF3.9
err2026-02-27
err0
errOAAI
errBiplob Dey; Toke Due Sjøgren; Peeyush Khare; Georgios I. Gkatzelis; Yizhen Wu; Sindhu Vasireddy; Martin Schultz; Alexander Knohl; Riikka Rinnan; Thorsten Hohaus; Eva Y. Pfannerstill
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Applications of Machine Learning and Artificial Intelligence in Tropospheric Ozone Research机器学习和人工智能在对流层臭氧研究中的应用
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2025-11-20
err0
errOAAI
errHickman, Sebastian H. M.; Kelp, Makoto M.; Griffiths, Paul T.; Doerksen, Kelsey; Miyazaki, Kazuyuki; Pennington, Elyse A.; Koren, Gerbrand; Iglesias-Suarez, Fernando; Schultz, Martin G.; Chang, Kai-Lan; Cooper, Owen R.; Archibald, Alex; Sommariva, Roberto; Carlson, David; Wang, Hantao; West, J. Jason; Liu, Zhenze
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Intercomparison of global ground-level ozone datasets for health-relevant metrics
errATMOSPHERIC CHEMISTRY AND PHYSICS
IF5.1
err2025-11-18
err0
errOAAI
errWang, Hantao; Miyazaki, Kazuyuki; Sun, Haitong Zhe; Qu, Zhen; Liu, Xiang; Inness, Antje; Schultz, Martin; Schroeder, Sabine; Serre, Marc; West, J. Jason
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err收藏
Polytope: an algorithm for efficient feature extraction on hypercubesPolytope：一种在超立方体上高效特征提取的算法
errJournal of Big Data
IF6.4
err2025-11-01
err0
errOAAI
errMathilde Leuridan; James Hawkes; Simon Smart; Emanuele Danovaro; Martin Schultz; Tiago Quintino
err分享
err收藏
Observational ozone datasets over the global oceans and polar regions (version 2024)
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2025-09-26
err0
errOAAI
errKanaya, Yugo; Sommariva, Roberto; Saiz-Lopez, Alfonso; Mazzeo, Andrea; Koenig, Theodore K.; Kawana, Kaori; Johnson, James E.; Colomb, Aurelie; Tulet, Pierre; Molloy, Suzie; Galbally, Ian E.; Volkamer, Rainer; Mahajan, Anoop; Halfacre, John W.; Shepson, Paul B.; Schmale, Julia; Angot, Helene; Blomquist, Byron; Shupe, Matthew D.; Helmig, Detlev; Gil, Junsu; Lee, Meehye; Coburn, Sean C.; Ortega, Ivan; Chen, Gao; Lee, James; Aikin, Kenneth C.; Parrish, David D.; Holloway, John S.; Ryerson, Thomas B.; Pollack, Ilana B.; Williams, Eric J.; Lerner, Brian M.; Weinheimer, Andrew J.; Campos, Teresa; Flocke, Frank M.; Spackman, J. Ryan; Bourgeois, Ilann; Peischl, Jeff; Thompson, Chelsea R.; Staebler, Ralf M.; Aliabadi, Amir A.; Gong, Wanmin; Van Malderen, Roeland; Thompson, Anne M.; Stauffer, Ryan M.; Kollonige, Debra E.; Gomez Martin, Juan Carlos; Fujiwara, Masatomo; Read, Katie; Rowlinson, Matthew; Sato, Keiichi; Kurokawa, Junichi; Iwamoto, Yoko; Taketani, Fumikazu; Takashima, Hisahiro; Navarro-Comas, Monica; Panagi, Marios; Schultz, Martin G.
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BERT Bi-modal self-supervised learning for crop classification using Sentinel-2 and Planetscope基于Sentinel-2和Planetscope的作物分类BERT双模态自监督学习
errFRONTIERS IN REMOTE SENSING
IF3.7
err2025-05-01
err0
errOAAI
errPatnala, Ankit; Schultz, Martin G.; Gall, Juergen
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err收藏
Interpolation of missing ozone data using graph machine learning and parameter analysis through eXplainable artificial intelligence comparison基于图机器学习的缺失臭氧数据插值与通过可解释人工智能比较的参数分析
errENVIRONMENTAL MODELLING & SOFTWARE
IF4.6
err2025-05-01
err0
PREAI
errJung, Seonje; Gil, Junsu; Lee, Meehye; Betancourt, Clara; Schultz, Martin; Choi, Yunsoo; Joo, Taekyu; Kim, Daigon
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err收藏
Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope使用Sentinel-2和Planetscope进行作物分类的双模式对比学习
errFRONTIERS IN REMOTE SENSING
IF3.7
err2024-12-05
err0
errOAAI
errPatnala, Ankit; Stadtler, Scarlet; Schultz, Martin G.; Gall, Juergen
err分享
err收藏
Exascale Computing and Data Handling: Challenges and Opportunities for Weather and Climate Prediction
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2024-12-01
err3
errOAAI
errGovett, Mark; Bah, Bubacar; Bauer, Peter; Berod, Dominique; Bouchet, Veronique; Corti, Susanna; Davis, Chris; Duan, Yihong; Graham, Tim; Honda, Yuki; Hines, Adrian; Jean, Michel; Ishida, Junishi; Lawrence, Bryan; Li, Jian; Luterbacher, Juerg; Muroi, Chiasi; Rowe, Kris; Schultz, Martin; Visbeck, Martin; Williams, Keith
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Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2023-09-04
err4
errOAAI
errBetancourt, Clara; Li, Cathy W. Y.; Kleinert, Felix; Schultz, Martin G.
err分享
err收藏
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
errieee geoscience and remote sensing magazine
IF4.4
err2023-01-01
err1
errOAAI
errPatnala, Ankit; Stadtler, Scarlet; Schultz, Martin G. G.; Gall, Juergen
err分享
err收藏
Representing chemical history in ozone time-series predictions - a model experiment study building on the MLAir (v1.5) deep learning framework
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-12-13
err5
errOAAI
errKleinert, Felix; Leufen, Lukas H.; Lupascu, Aurelia; Butler, Tim; Schultz, Martin G.
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Temperature forecasting by deep learning methods
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-12-13
err15
errOAAI
errGong, Bing; Langguth, Michael; Ji, Yan; Mozaffari, Amirpasha; Stadtler, Scarlet; Mache, Karim; Schultz, Martin G.
err分享
err收藏
Global, high-resolution mapping of tropospheric ozone - explainable machine learning and impact of uncertainties
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2022-06-03
err14
errOAAI
errBetancourt, Clara; Stomberg, Timo T.; Edrich, Ann-Kathrin; Patnala, Ankit; Schultz, Martin G.; Roscher, Ribana; Kowalski, Julia; Stadtler, Scarlet
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Exercise blood pressure and cardiovascular disease risk: a systematic review and meta-analysis of cross-sectional studies运动血压与心血管疾病风险: 横断面研究的系统回顾和荟萃分析
errJOURNAL OF HYPERTENSION
IF4.1
err2021-08-12
err11
PREAI
errMoore, Myles N.; Climie, Rachel E.; Otahal, Petr; Schultz, Martin G.
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AQ-Bench: a benchmark dataset for machine learning on global air quality metrics
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2021-06-24
err15
errOAAI
errBetancourt, Clara; Stomberg, Timo; Roscher, Ribana; Schultz, Martin G.; Stadtler, Scarlet
err分享
err收藏
MLAir (v1.0) - a tool to enable fast and flexible machine learning on air data time series
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2021-03-17
err4
errOAAI
errLeufen, Lukas Hubert; Kleinert, Felix; Schultz, Martin G.
err分享
err收藏
Mapping Yearly Fine Resolution Global Surface Ozone through the Bayesian Maximum Entropy Data Fusion of Observations and Model Output for 1990-2017
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2021-03-08
err47
errOAAI
errDeLang, Marissa N.; Becker, Jacob S.; Chang, Kai-Lan; Serre, Marc L.; Cooper, Owen R.; Schultz, Martin G.; Schroeder, Sabine; Lu, Xiao; Zhang, Lin; Deushi, Makoto; Josse, Beatrice; Keller, Christoph A.; Lamarque, Jean-Francois; Lin, Meiyun; Liu, Junhua; Marecal, Virginie; Strode, Sarah A.; Sudo, Kengo; Tilmes, Simone; Zhang, Li; Cleland, Stephanie E.; Collins, Elyssa L.; Brauer, Michael; West, J. Jason
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Can deep learning beat numerical weather prediction?深度学习能战胜数值天气预报吗？
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err249
errOAAI
errSchultz, M. G.; Betancourt, C.; Gong, B.; Kleinert, F.; Langguth, M.; Leufen, L. H.; Mozaffari, A.; Stadtler, S.
err分享
err收藏
IntelliO3-ts v1.0: a neural network approach to predict near-surface ozone concentrations in Germany
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2021-01-04
err24
errOAAI
errKleinert, Felix; Leufen, Lukas H.; Schultz, Martin G.
err分享
err收藏

研究方向

暂无研究方向
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