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S

Sebastian Lerch

University of Marburg

23H指数
151论文数
2.2K被引数
收录论文 25
发表时间
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Post-processing of ensemble photovoltaic power forecasts with distributional and quantile regression methods
errSolar Energy
IF6.6
err2026-01-29
err0
errOAAI
errMartin János Mayer; Ágnes Baran; Sebastian Lerch; Nina Horat; Dazhi Yang; Sándor Baran
err分享
err收藏
Operational Convection-Permitting COSMO/ICON Ensemble Predictions at Observation Sites (CIENS)
errGEOSCIENCE DATA JOURNAL
IF2.4
err2025-12-28
err0
errOAAI
errLerch, Sebastian; Schulz, Benedikt; Hess, Reinhold; Moller, Annette; Primo, Cristina; Trepte, Sebastian; Theis, Susanne
err分享
err收藏
Performance assessment of neural network models for seasonal weather forecast postprocessing in the Alpine region阿尔卑斯地区季节性天气预报后处理中神经网络模型的性能评估
errAdvances in Water Resources
IF4.2
err2025-07-29
err0
errOAAI
errSameer Balaji Uttarwar; Sebastian Lerch; Diego Avesani; Bruno Majone
err分享
err收藏
TEEMLEAP—A New Testbed for Exploring Machine Learning in Atmospheric Prediction for Research and EducationTEEMLEAP——一个用于研究和教育领域探索大气预测中机器学习的新测试平台
errJournal of Advances in Modeling Earth Systems
IF4.6
err2025-07-14
err0
errOAAI
errJ. Wilhelm; J. Quinting; M. Burba; S. Hollborn; U. Ehret; I. Pena Sánchez; S. Lerch; J. Meyer; B. Verfürth; P. Knippertz
err分享
err收藏
Improving Model Chain Approaches for Probabilistic Solar Energy Forecasting through Post-processing and Machine Learning通过后处理和机器学习改进概率太阳能预测的模型链方法
errADVANCES IN ATMOSPHERIC SCIENCES
IF5.5
err2024-12-28
err1
errOAAI
errHorat, Nina; Klerings, Sina; Lerch, Sebastian
err分享
err收藏
Multivariate post-processing of probabilistic sub-seasonal weather regime forecasts
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2024-09-19
err0
errOAAI
errMockert, Fabian; Grams, Christian M.; Lerch, Sebastian; Osman, Marisol; Quinting, Julian
err分享
err收藏
Non-crossing Quantile Regression Neural Network as a Calibration Tool for Ensemble Weather Forecasts非交叉分位数回归神经网络作为集合天气预报的校准工具
errADVANCES IN ATMOSPHERIC SCIENCES
IF5.5
err2024-03-01
err5
PREAI
errSong, Mengmeng; Yang, Dazhi; Lerch, Sebastian; Xia, Xiang'ao; Yagli, Gokhan Mert; Bright, Jamie M.; Shen, Yanbo; Liu, Bai; Liu, Xingli; Mayer, Martin Janos
err分享
err收藏
A surface passivated fluorinated polymer nanocomposite for carbon monoxide resistant plasmonic hydrogen sensing
errJOURNAL OF MATERIALS CHEMISTRY A
IF9.5
err2024-01-01
err0
errOAAI
errOstergren, I.; Darmadi, I.; Lerch, S.; da Silva, R. R.; Craighero, M.; Paleti, S. H. K.; Moth-Poulsen, K.; Langhammer, C.; Muller, C.
err分享
err收藏
The EUPPBench postprocessing benchmark dataset v1.0
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2023-06-28
err13
errOAAI
errDemaeyer, Jonathan; Bhend, Jonas; Lerch, Sebastian; Primo, Cristina; Van Schaeybroeck, Bert; Atencia, Aitor; Ben Bouallegue, Zied; Chen, Jieyu; Dabernig, Markus; Evans, Gavin; Pucer, Jana Faganeli; Hooper, Ben; Horat, Nina; Jobst, David; Merse, Janko; Mlakar, Peter; Moeller, Annette; Mestre, Olivier; Taillardat, Maxime; Vannitsem, Stephane
err分享
err收藏
Model Diagnostics and Forecast Evaluation for Quantiles分位数的模型诊断和预测评估
errANNUAL REVIEW OF STATISTICS AND ITS APPLICATION
IF8.7
err2023-03-10
err18
errOAAI
errGneiting, Tilmann; Wolffram, Daniel; Resin, Johannes; Kraus, Kristof; Bracher, Johannes; Dimitriadis, Timo; Hagenmeyer, Veit; Jordan, Alexander, I; Lerch, Sebastian; Phipps, Kaleb; Schienle, Melanie
err分享
err收藏
Probabilistic solar forecasting: Benchmarks, post-processing, verification概率太阳预报: 基准、后处理、验证
errSOLAR ENERGY
IF6.6
err2023-03-01
err23
errOAAI
errGneiting, Tilmann; Lerch, Sebastian; Schulz, Benedikt
err分享
err收藏
Comparison of multivariate post-processing methods using global ECMWF ensemble forecasts
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2023-02-21
err17
errOAAI
errLakatos, Maria; Lerch, Sebastian; Hemri, Stephan; Baran, Sandor
err分享
err收藏
Improving the prediction of the Madden-Julian Oscillation of the ECMWF model by post-processing
errEARTH SYSTEM DYNAMICS
IF7.2
err2022-08-23
err4
errOAAI
errSilini, Riccardo; Lerch, Sebastian; Mastrantonas, Nikolaos; Kantz, Holger; Barreiro, Marcelo; Masoller, Cristina
err分享
err收藏
Evaluating ensemble post-processing for wind power forecasts
errWIND ENERGY
IF3.3
err2022-04-29
err9
errOAAI
errPhipps, Kaleb; Lerch, Sebastian; Andersson, Maria; Mikut, Ralf; Hagenmeyer, Veit; Ludwig, Nicole
err分享
err收藏
Waves to Weather Exploring the Limits of Predictability of Weather
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2021-11-01
err11
errOAAI
errCraig, George C.; Fink, Andreas H.; Hoose, Corinna; Janjic, Tijana; Knippertz, Peter; Laurian, Audine; Lerch, Sebastian; Mayer, Bernhard; Miltenberger, Annette; Redl, Robert; Riemer, Michael; Tempest, Kirsten, I; Wirth, Volkmar
err分享
err收藏
Post-processing numerical weather prediction ensembles for probabilistic solar irradiance forecasting用于概率太阳辐照度预报的后处理数值天气预报集合
errSOLAR ENERGY
IF6.6
err2021-05-01
err32
errOAAI
errSchulz, Benedikt; El Ayari, Mehrez; Lerch, Sebastian; Baran, Sandor
err分享
err收藏
Statistical Postprocessing for Weather Forecasts: Review, Challenges, and Avenues in a Big Data World
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2021-03-01
err163
errOAAI
errVannitsem, Stephane; Bremnes, John Bjornar; Demaeyer, Jonathan; Evans, Gavin R.; Flowerdew, Jonathan; Hemri, Stephan; Lerch, Sebastian; Roberts, Nigel; Theis, Susanne; Atencia, Aitor; Ben Bouallegue, Zied; Bhend, Jonas; Dabernig, Markus; De Cruz, Lesley; Hieta, Leila; Mestre, Olivier; Moret, Lionel; Plenkovic, Iris Odak; Schmeits, Maurice; Taillardat, Maxime; Van den Bergh, Joris; Van Schaeybroeck, Bert; Whan, Kirien; Ylhaisi, Jussi
err分享
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Towards implementing artificial intelligence post-processing in weather and climate: proposed actions from the Oxford 2019 workshop
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err44
errOAAI
errHaupt, Sue Ellen; Chapman, William; Adams, Samantha V.; Kirkwood, Charlie; Hosking, J. Scott; Robinson, Niall H.; Lerch, Sebastian; Subramanian, Aneesh C.
err分享
err收藏
Evaluating Probabilistic Forecasts with scoringRules
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2019-01-01
err132
errOAAI
errJordan, Alexander; Krueger, Fabian; Lerch, Sebastian
err分享
err收藏
Forecasting wind gusts in winter storms using a calibrated convection-permitting ensemble
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2018-10-04
err22
errOAAI
errPantillon, Florian; Lerch, Sebastian; Knippertz, Peter; Corsmeier, Ulrich
err分享
err收藏

研究方向

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合作期刊
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C
Christian Müller
H 指数: 75 · 论文数: 341
P
Peter Knippertz
H 指数: 65 · 论文数: 524
X
Xiangao Xia
H 指数: 62 · 论文数: 390
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