Matthias Katzfuß
- Environmental Engineering top 2%
- Artificial Intelligence top 5%
- Global and Planetary Change top 5%
- Atmospheric Science top 10%
- Economics and Econometrics top 5%
- Co-authors
- Tilmann GneitingNoel CressieChristopher K. WikleJonathan StroudMatthew J. HeatonDorit HammerlingDouglas NychkaJoseph Guinness
- Topics
- Soil Geostatistics and Mapping (19 papers)Atmospheric and Environmental Gas Dynamics (12 papers)Climate variability and models (8 papers)
- Partner nations
- United StatesGermanyAustralia
In The Last Decade
Matthias Katzfuß
39 papers receiving 1.4k citations
Hit Papers
Peers
Comparison fields: 5 of 119
- Environmental Engineering 539
- Artificial Intelligence 405
- Global and Planetary Change 405
- Atmospheric Science 264
- Economics and Econometrics 257
Countries citing papers authored by Matthias Katzfuß
This map shows the geographic impact of Matthias Katzfuß'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 Matthias Katzfuß with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthias Katzfuß more than expected).
Fields of papers citing papers by Matthias Katzfuß
This network shows the impact of papers produced by Matthias Katzfuß. 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 Matthias Katzfuß. The network helps show where Matthias Katzfuß may publish in the future.
Co-authorship network of co-authors of Matthias Katzfuß
This figure shows the co-authorship network connecting the top 25 collaborators of Matthias Katzfuß. A scholar is included among the top collaborators of Matthias Katzfuß 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 Matthias Katzfuß. Matthias Katzfuß is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 1 | |
| 3 | 5 | |
| 4 | 5 | |
| 5 | 1 | |
| 6 | 5 | |
| 7 | 7 | |
| 8 | 4 | |
| 9 | 11 | |
| 10 | 8 | |
| 11 | Scalable Gaussian-Process Approximations [R package GPvecchia version 0.1.3] | 1 |
| 12 | 8 | |
| 13 | 6 | |
| 14 | Extended Ensemble Kalman Filters for High-Dimensional Hierarchical State-Space Models | 1 |
| 15 | 241 | |
| 16 | Methods for Analyzing Large Spatial Data: A Review and Comparison | 13 |
| 17 | Probabilistic Forecastingbreakdown → | 546 |
| 18 | Hierarchical Spatial and Spatio-Temporal Modeling of Massive Datasets, with Application to Global Mapping of CO 2 | 2 |
| 19 | 18 | |
| 20 | Geostatistical Data Fusion for Remote Sensing Applications | 4 |
About Matthias Katzfuß
Matthias Katzfuß is a scholar working on Environmental Engineering, Global and Planetary Change and Statistics and Probability, having authored 41 papers that have together received 1.5k indexed citations. Recurring topics across this work include Soil Geostatistics and Mapping (19 papers), Atmospheric and Environmental Gas Dynamics (12 papers) and Climate variability and models (8 papers). The work is most often cited by research in Environmental Engineering (539 citations), Statistics and Probability (168 citations) and Global and Planetary Change (405 citations). Matthias Katzfuß has collaborated with scholars based in United States, Germany and Australia. Frequent co-authors include Tilmann Gneiting, Noel Cressie, Christopher K. Wikle, Jonathan Stroud, Matthew J. Heaton, Dorit Hammerling, Douglas Nychka, Joseph Guinness, Andrew Zammit‐Mangion and Andrew O. Finley. Their work appears in journals such as Journal of the American Statistical Association, Technometrics and Water Resources Research.
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.