Ryan Lagerquist

1.8k citations
23 papers · 1.1k · 1 hit paper · h-index 12

Impact in

    • Meteorological Phenomena and Simulations
    • Precipitation Measurement and Analysis
    • Tropical and Extratropical Cyclones Research
    • Climate variability and models
    • Flood Risk Assessment and Management
    • Fire effects on ecosystems

Papers in

    • Meteorological Phenomena and Simulations 18
    • Tropical and Extratropical Cyclones Research 4
    • Precipitation Measurement and Analysis 3
    • Climate variability and models 11
    • Flood Risk Assessment and Management 4
    • Plant Water Relations and Carbon Dynamics 2
    • Fire effects on ecosystems 2

Ryan Lagerquist

21 papers receiving 1.1k citations

Ryan Lagerquist's Hit Papers

Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning 2019 · 352 citations
3520+2+4Years since publication100200300

Peers

Ryan Lagerquist
Comparison fields: 5 of 95
  • Atmospheric Science 743
  • Global and Planetary Change 647
  • Environmental Engineering 311
  • Health Informatics 7
  • Oceanography 62
Replace Peter Dueben with:
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Kaifeng Bi China
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Christopher D. Karstens United States
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Ryan Lagerquist relative to Peter Dueben United Kingdom Peter Dueben's profile →
Citations per field
00.5×10×15×21×
Peter Dueben · 1×
Citations per year

Countries citing papers authored by Ryan Lagerquist

Since Specialization
Citations

This map shows the geographic impact of Ryan Lagerquist'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 Ryan Lagerquist with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ryan Lagerquist more than expected).

Fields of papers citing papers by Ryan Lagerquist

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ryan Lagerquist. 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 Ryan Lagerquist. The network helps show where Ryan Lagerquist may publish in the future.

Co-authors

The 25 scholars most cited alongside Ryan Lagerquist, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ryan Lagerquist Line = papers co-authored together Ryan Lagerquist links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 23 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Making the Black Box More Transparent: Understanding the Physical Implications of Machine Learning
Hit paper breakdown →
2019352
2 2017273
3 201784
4 201977
5 202074
6 201948
7 202137
8 202134
9 201731
10 202327
11 202320
12 202020
13 20198
14 20225
15 20235
16 20194
17
Using Machine Learning to Predict Damaging Straight-line Convective Winds
20163
18 20183
19
Using Machine Learning to Predict Straight-line Convective Wind Hazards Throughout the Continental United States
20172
20
Using Machine Learning to Forecast Severe Thunderstorm Winds on a CONUS-Wide Grid
20181

About Ryan Lagerquist

Ryan Lagerquist is a scholar working on Atmospheric Science, Global and Planetary Change, Artificial Intelligence, Environmental Engineering and Astronomy and Astrophysics, having authored 23 papers that have together received 1.1k indexed citations. Recurring topics across this work include Meteorological Phenomena and Simulations (18 papers), Climate variability and models (11 papers), Tropical and Extratropical Cyclones Research (4 papers), Flood Risk Assessment and Management (4 papers), Wind and Air Flow Studies (3 papers), Precipitation Measurement and Analysis (3 papers), Plant Water Relations and Carbon Dynamics (2 papers) and Fire effects on ecosystems (2 papers). The work is most often cited by research in Atmospheric Science (743 citations), Global and Planetary Change (647 citations), Environmental Engineering (311 citations), Health Informatics (7 citations) and Oceanography (62 citations). Ryan Lagerquist has collaborated with scholars based in United States, Germany and Switzerland. Frequent co-authors include Amy McGovern, Travis M. Smith, David John Gagne, Kimberly L. Elmore, Cameron R. Homeyer, Christopher D. Karstens, John K. Williams, Sue Ellen Haupt, Imme Ebert‐Uphoff and Jebb Q. Stewart. Their work appears in journals such as Weather and Forecasting, Bulletin of the American Meteorological Society, Monthly Weather Review, Journal of Atmospheric and Oceanic Technology and Canadian Journal of Forest 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.

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