Scarlet Stadtler - Publications, H-index & Citations

Scarlet Stadtler

University of Cologne

11H指数

45论文数

1.1K被引数

收录论文 11

发表时间

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

FRONTIERS IN REMOTE SENSING

IF3.7

2024-12-05

OAAI

Patnala, Ankit; Stadtler, Scarlet; Schultz, Martin G.; Gall, Juergen

Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

OAAI

Patnala, Ankit; Stadtler, Scarlet; Schultz, Martin G. G.; Gall, Juergen

Temperature forecasting by deep learning methods

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-12-13

OAAI

Gong, Bing; Langguth, Michael; Ji, Yan; Mozaffari, Amirpasha; Stadtler, Scarlet; Mache, Karim; Schultz, Martin G.

Global, high-resolution mapping of tropospheric ozone - explainable machine learning and impact of uncertainties

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-06-03

OAAI

Betancourt, Clara; Stomberg, Timo T.; Edrich, Ann-Kathrin; Patnala, Ankit; Schultz, Martin G.; Roscher, Ribana; Kowalski, Julia; Stadtler, Scarlet

Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset 可解释的机器学习揭示了地理空间空气质量基准数据集的功能，冗余和局限性

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-02-11

OAAI

Stadtler, Scarlet; Betancourt, Clara; Roscher, Ribana

AQ-Bench: a benchmark dataset for machine learning on global air quality metrics

EARTH SYSTEM SCIENCE DATA

IF11.6

2021-06-24

OAAI

Betancourt, Clara; Stomberg, Timo; Roscher, Ribana; Schultz, Martin G.; Stadtler, Scarlet

Can deep learning beat numerical weather prediction?深度学习能战胜数值天气预报吗？

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2021-02-15

249

OAAI

Schultz, M. G.; Betancourt, C.; Gong, B.; Kleinert, F.; Langguth, M.; Leufen, L. H.; Mozaffari, A.; Stadtler, S.

SALSA2.0: The sectional aerosol module of the aerosol-chemistry-climate model ECHAM6.3.0-HAM2.3-MOZ1.0

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2018-09-26

OAAI

Kokkola, Harri; Kuhn, Thomas; Laakso, Anton; Bergman, Tommi; Lehtinen, Kari E. J.; Mielonen, Tero; Arola, Antti; Stadtler, Scarlet; Korhonen, Hannele; Ferrachat, Sylvaine; Lohmann, Ulrike; Neubauer, David; Tegen, Ina; Siegenthaler-Le Drian, Colombe; Schultz, Martin G.; Bey, Isabelle; Stier, Philip; Daskalakis, Nikos; Heald, Colette L.; Romakkaniemi, Sami

Isoprene-derived secondary organic aerosol in the global aerosol-chemistry-climate model ECHAM6.3.0-HAM2.3-MOZ1.0

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2018-08-13

OAAI

Stadtler, Scarlet; Kuhn, Thomas; Schroeder, Sabine; Taraborrelli, Domenico; Schultz, Martin G.; Kokkola, Harri

The chemistry-climate model ECHAM6.3-HAM2.3-MOZ1.0

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2018-05-04

OAAI

Schultz, Martin G.; Stadtler, Scarlet; Schroeder, Sabine; Taraborrelli, Domenico; Franco, Bruno; Krefting, Jonathan; Henrot, Alexandra; Ferrachat, Sylvaine; Lohmann, Ulrike; Neubauer, David; Siegenthaler-Le Drian, Colombe; Wahl, Sebastian; Kokkola, Harri; Kuehn, Thomas; Rast, Sebastian; Schmidt, Hauke; Stier, Philip; Kinnison, Doug; Tyndall, Geoffrey S.; Orlando, John J.; Wespes, Catherine

Ozone impacts of gas-aerosol uptake in global chemistry transport models

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2018-03-05

OAAI

Stadtler, Scarlet; Simpson, David; Schroeder, Sabine; Taraborrelli, Domenico; Bott, Andreas; Schultz, Martin

研究方向