Jarno Vanhatalo
- Artificial Intelligence top 5%
- Global and Planetary Change top 5%
- Ecology top 10%
- Nature and Landscape Conservation top 10%
- Atmospheric Science top 10%
- Co-authors
- Aki VehtariPasi JylänkiInari HelleJouni HartikainenJaakko RiihimäkiGeoffrey R. HosackPentti KujalaHugh Sweatman
- Topics
- Marine and fisheries research (16 papers)Gaussian Processes and Bayesian Inference (14 papers)Species Distribution and Climate Change (12 papers)
- Partner nations
- FinlandUnited StatesAustralia
In The Last Decade
Jarno Vanhatalo
64 papers receiving 1.1k citations
Peers
Comparison fields: 5 of 136
- Artificial Intelligence 275
- Global and Planetary Change 271
- Ecology 265
- Nature and Landscape Conservation 163
- Atmospheric Science 136
Countries citing papers authored by Jarno Vanhatalo
This map shows the geographic impact of Jarno Vanhatalo'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 Jarno Vanhatalo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jarno Vanhatalo more than expected).
Fields of papers citing papers by Jarno Vanhatalo
This network shows the impact of papers produced by Jarno Vanhatalo. 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 Jarno Vanhatalo. The network helps show where Jarno Vanhatalo may publish in the future.
Co-authorship network of co-authors of Jarno Vanhatalo
This figure shows the co-authorship network connecting the top 25 collaborators of Jarno Vanhatalo. A scholar is included among the top collaborators of Jarno Vanhatalo 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 Jarno Vanhatalo. Jarno Vanhatalo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 2 | |
| 2 | 0 | |
| 3 | 4 | |
| 4 | 0 | |
| 5 | 0 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 23 | |
| 9 | 13 | |
| 10 | 8 | |
| 11 | 6 | |
| 12 | Bayesian optimization with virtual derivative sign observations | 0 |
| 13 | 49 | |
| 14 | 1 | |
| 15 | GPstuff: Bayesian modeling with Gaussian processes | 158 |
| 16 | 1 | |
| 17 | Bayesian Modeling with Gaussian Processes using the MATLAB Toolbox GPstuff (v3.3) | 8 |
| 18 | Robust Gaussian Process Regression with a Student- t Likelihood | 87 |
| 19 | Gaussian process regression with Student-t likelihood | 57 |
| 20 | Discussion to 'Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations' by Håvard Rue, Sara Martino and Nicolas Chopin | 3 |
About Jarno Vanhatalo
Jarno Vanhatalo is a scholar working on Ecological Modeling, Nature and Landscape Conservation and Global and Planetary Change, having authored 70 papers that have together received 1.2k indexed citations. Recurring topics across this work include Marine and fisheries research (16 papers), Gaussian Processes and Bayesian Inference (14 papers) and Species Distribution and Climate Change (12 papers). The work is most often cited by research in Ecological Modeling (111 citations), Nature and Landscape Conservation (163 citations) and Global and Planetary Change (271 citations). Jarno Vanhatalo has collaborated with scholars based in Finland, United States and Australia. Frequent co-authors include Aki Vehtari, Pasi Jylänki, Inari Helle, Jouni Hartikainen, Jaakko Riihimäki, Geoffrey R. Hosack, Pentti Kujala, Hugh Sweatman, Samu Mäntyniemi and Mawuli Afenyo. Their work appears in journals such as Nature Communications, Environmental Science & Technology and Bioinformatics.
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.