Tilmann Gneiting

23.7k total citations · 8 hit papers
102 papers, 14.1k citations indexed

About

Tilmann Gneiting is a scholar working on Atmospheric Science, Global and Planetary Change and Environmental Engineering. According to data from OpenAlex, Tilmann Gneiting has authored 102 papers receiving a total of 14.1k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Atmospheric Science, 42 papers in Global and Planetary Change and 30 papers in Environmental Engineering. Recurrent topics in Tilmann Gneiting's work include Meteorological Phenomena and Simulations (41 papers), Climate variability and models (27 papers) and Hydrology and Drought Analysis (19 papers). Tilmann Gneiting is often cited by papers focused on Meteorological Phenomena and Simulations (41 papers), Climate variability and models (27 papers) and Hydrology and Drought Analysis (19 papers). Tilmann Gneiting collaborates with scholars based in Germany, United States and Switzerland. Tilmann Gneiting's co-authors include Adrian E. Raftery, Fadoua Balabdaoui, Michael Polakowski, Martin Schlather, Matthias Katzfuß, Anton H. Westveld, Thordis L. Thorarinsdottir, Leonhard Held, Chris Fraley and Peter Guttorp and has published in prestigious journals such as Science, Proceedings of the National Academy of Sciences and Journal of Geophysical Research Atmospheres.

In The Last Decade

Tilmann Gneiting

102 papers receiving 13.6k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Strictly Proper Scoring Rules, Prediction, and Estimation

2007 3.1k citations Tilmann Gneiting, Adrian E. Raftery Journal of the American Statistical Association profile →
Using Bayesian Model Averaging to Calibrate Forecast Ensembles

2005 1.4k citations Adrian E. Raftery, Tilmann Gneiting et al. Monthly Weather Review profile →
Probabilistic Forecasts, Calibration and Sharpness

2007 1.1k citations Tilmann Gneiting, Fadoua Balabdaoui et al. Journal of the Royal Statistical Society Series B (Statistical Methodology) profile →
Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics and Minimum CRPS Estimation

2005 753 citations Tilmann Gneiting, Adrian E. Raftery et al. Monthly Weather Review profile →
Making and Evaluating Point Forecasts

2011 724 citations Tilmann Gneiting Journal of the American Statistical Association profile →
Probabilistic Forecasting

2014 546 citations Tilmann Gneiting et al. profile →
Nonseparable, Stationary Covariance Functions for Space–Time Data

2002 505 citations Tilmann Gneiting Journal of the American Statistical Association profile →
Evaluating epidemic forecasts in an interval format

2021 126 citations Tilmann Gneiting et al. profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Tilmann Gneiting	4.9k	3.9k	3.1k	2.3k	2.0k	102	14.1k
Rob J. Hyndman	3.2k 0.6×	1.3k 0.3×	2.4k 0.8×	4.1k 1.7×	8.7k 4.3×	199	26.8k
Michael L. Stein	2.1k 0.4×	1.2k 0.3×	4.6k 1.5×	2.5k 1.1×	934 0.5×	152	12.9k
Noel Cressie	6.2k 1.3×	2.7k 0.7×	10.8k 3.5×	5.5k 2.3×	2.0k 1.0×	352	34.3k
Gwilym M. Jenkins	3.1k 0.6×	1.7k 0.4×	2.4k 0.8×	4.1k 1.8×	4.8k 2.4×	38	28.1k
Pranab Kumar Sen	7.7k 1.6×	4.1k 1.0×	1.6k 0.5×	2.1k 0.9×	1.3k 0.6×	469	20.0k
George C. Tiao	2.7k 0.5×	2.2k 0.6×	849 0.3×	1.9k 0.8×	2.5k 1.2×	149	17.3k
Michael D. Geurts	1.7k 0.4×	652 0.2×	1.4k 0.4×	2.4k 1.0×	3.0k 1.5×	29	15.5k
J. R. M. Hosking	7.7k 1.6×	2.4k 0.6×	1.1k 0.4×	493 0.2×	500 0.2×	91	13.9k
Stefano Tarantola	3.6k 0.7×	1.1k 0.3×	4.1k 1.3×	609 0.3×	1.6k 0.8×	103	20.6k
Robert L. Winkler	1.4k 0.3×	1.0k 0.3×	564 0.2×	2.3k 1.0×	5.6k 2.8×	190	13.4k

Countries citing papers authored by Tilmann Gneiting

Since Specialization

Citations

This map shows the geographic impact of Tilmann Gneiting's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tilmann Gneiting with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tilmann Gneiting more than expected).

Fields of papers citing papers by Tilmann Gneiting

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tilmann Gneiting. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tilmann Gneiting. The network helps show where Tilmann Gneiting may publish in the future.

Co-authorship network of co-authors of Tilmann Gneiting

This figure shows the co-authorship network connecting the top 25 collaborators of Tilmann Gneiting. A scholar is included among the top collaborators of Tilmann Gneiting based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tilmann Gneiting. Tilmann Gneiting is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Gneiting, Tilmann, et al.. (2024). Enhancing the Statistical Evaluation of Earthquake Forecasts—An Application to Italy. Seismological Research Letters. 96(3). 1966–1988. 3 indexed citations

Knippertz, Peter, et al.. (2024). Physics-Based vs Data-Driven 24-Hour Probabilistic Forecasts of Precipitation for Northern Tropical Africa. Monthly Weather Review. 152(9). 2011–2031. 2 indexed citations

Ziegel, Johanna F., et al.. (2024). Easy Uncertainty Quantification (EasyUQ): Generating Predictive Distributions from Single-Valued Model Output. SIAM Review. 66(1). 91–122. 4 indexed citations

Arnold, Sebastian J., et al.. (2024). Decompositions of the mean continuous ranked probability score. Electronic Journal of Statistics. 18(2). 2 indexed citations

Knippertz, Peter, et al.. (2023). Sources of predictability of synoptic‐scale rainfall during the West African summer monsoon. Quarterly Journal of the Royal Meteorological Society. 149(757). 3721–3737. 2 indexed citations

Gneiting, Tilmann, et al.. (2023). Evaluating probabilistic classifiers: The triptych. International Journal of Forecasting. 40(3). 1101–1122. 2 indexed citations

Gneiting, Tilmann, et al.. (2021). Stable reliability diagrams for probabilistic classifiers. Proceedings of the National Academy of Sciences. 118(8). 47 indexed citations

Vogel, Peter, et al.. (2020). Statistical Forecasts for the Occurrence of Precipitation Outperform Global Models over Northern Tropical Africa. Geophysical Research Letters. 48(3). 14 indexed citations

Vogel, Peter, Tilmann Gneiting, Peter Knippertz, Andreas H. Fink, & Andreas Schlüter. (2017). Statistical ensemble postprocessing for precipitation forecasting during the West African Monsoon. European geosciences union general assembly. 14208. 1 indexed citations

10.

Gneiting, Tilmann. (2011). Statistical postprocessing for ensembles of numerical weather prediction models. Aisberg (University of Bergamo). 1–4. 1 indexed citations

11.

Gneiting, Tilmann. (2009). Evaluating Point Forecasts. arXiv (Cornell University). 3 indexed citations

12.

Ehm, Werner & Tilmann Gneiting. (2009). Local Proper Scoring Rules. 1(2). 114–9. 2 indexed citations

13.

Berrocal, Veronica J., Adrian E. Raftery, & Tilmann Gneiting. (2008). PROBABILISTIC QUANTITATIVE PRECIPITATION FIELD FORECASTING USING A TWO-STAGE SPATIAL MODEL 1. 62 indexed citations

14.

Gneiting, Tilmann & Adrian E. Raftery. (2007). Strictly Proper Scoring Rules, Prediction, and Estimation. Journal of the American Statistical Association. 102(477). 359–378. 3105 indexed citations breakdown →

15.

Gneiting, Tilmann, Fadoua Balabdaoui, & Adrian E. Raftery. (2007). Probabilistic Forecasts, Calibration and Sharpness. Journal of the Royal Statistical Society Series B (Statistical Methodology). 69(2). 243–268. 1096 indexed citations breakdown →

16.

Raftery, Adrian E., Tilmann Gneiting, Fadoua Balabdaoui, & Michael Polakowski. (2005). Using Bayesian Model Averaging to Calibrate Forecast Ensembles. Monthly Weather Review. 133(5). 1155–1174. 1415 indexed citations breakdown →

17.

Gneiting, Tilmann. (2002). Compactly Supported Correlation Functions. Journal of Multivariate Analysis. 83(2). 493–508. 186 indexed citations

18.

Gneiting, Tilmann, et al.. (2001). Experimental Approaches to Kuttner's Problem. Experimental Mathematics. 10(1). 117–124. 4 indexed citations

19.

Gneiting, Tilmann. (2001). Criteria of Pólya type for radial positive definite functions. Proceedings of the American Mathematical Society. 129(8). 2309–2318. 39 indexed citations

20.

Gneiting, Tilmann. (1999). Kuttner’s problem and a Pólya type criterion for characteristic functions. Proceedings of the American Mathematical Society. 128(6). 1721–1728. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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