Andy Gardiner

1.6k total citations · 3 hit papers
15 papers, 1.3k citations indexed

About

Andy Gardiner is a scholar working on Ocean Engineering, Ecology and Mechanics of Materials. According to data from OpenAlex, Andy Gardiner has authored 15 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Ocean Engineering, 4 papers in Ecology and 4 papers in Mechanics of Materials. Recurrent topics in Andy Gardiner's work include Automated Road and Building Extraction (4 papers), Geological formations and processes (4 papers) and Hydrocarbon exploration and reservoir analysis (4 papers). Andy Gardiner is often cited by papers focused on Automated Road and Building Extraction (4 papers), Geological formations and processes (4 papers) and Hydrocarbon exploration and reservoir analysis (4 papers). Andy Gardiner collaborates with scholars based in United Kingdom, China and Malaysia. Andy Gardiner's co-authors include Isabel Sargent, Xin Pan, Ce Zhang, Peter M. Atkinson, Jonathon Hare, Huapeng Li, Gillian Elizabeth Pickup, O. Falivene, Josep Antón Muñoz and Pau Arbués and has published in prestigious journals such as Remote Sensing of Environment, IEEE Transactions on Geoscience and Remote Sensing and ISPRS Journal of Photogrammetry and Remote Sensing.

In The Last Decade

Andy Gardiner

13 papers receiving 1.2k citations

Hit Papers

Joint Deep Learning for land cover and land use classific... 2017 2026 2020 2023 2018 2018 2017 100 200 300
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.

  1. Joint Deep Learning for land cover and land use classification
    2018 363 citations Ce Zhang, Isabel Sargent et al. Remote Sensing of Environment profile →
  2. An object-based convolutional neural network (OCNN) for urban land use classification
    2018 358 citations Ce Zhang, Isabel Sargent et al. Remote Sensing of Environment profile →
  3. A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification
    2017 331 citations Ce Zhang, Xin Pan et al. ISPRS Journal of Photogrammetry and Remote Sensing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Andy Gardiner United Kingdom 9 599 362 322 318 270 15 1.3k
Xianju Li China 23 756 1.3× 376 1.0× 335 1.0× 359 1.1× 315 1.2× 51 1.8k
Farhad Samadzadegan Iran 27 776 1.3× 329 0.9× 182 0.6× 349 1.1× 486 1.8× 128 1.9k
Wei Han China 27 806 1.3× 477 1.3× 339 1.1× 421 1.3× 310 1.1× 106 2.2k
Dongping Ming China 23 866 1.4× 429 1.2× 529 1.6× 533 1.7× 395 1.5× 101 1.8k
Costas Armenakis Canada 21 724 1.2× 236 0.7× 375 1.2× 173 0.5× 483 1.8× 66 1.8k
Linlin Xu Canada 24 502 0.8× 219 0.6× 328 1.0× 626 2.0× 404 1.5× 152 2.1k
G.G. Wilkinson Italy 13 373 0.6× 328 0.9× 197 0.6× 195 0.6× 186 0.7× 40 948
Bo Yu China 20 326 0.5× 234 0.6× 527 1.6× 321 1.0× 240 0.9× 80 1.3k
Ming Hao China 19 747 1.2× 375 1.0× 147 0.5× 513 1.6× 134 0.5× 88 1.3k
Yu Li China 22 403 0.7× 124 0.3× 255 0.8× 247 0.8× 248 0.9× 147 1.7k

Countries citing papers authored by Andy Gardiner

Since Specialization
Citations

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

Fields of papers citing papers by Andy Gardiner

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Andy Gardiner

This figure shows the co-authorship network connecting the top 25 collaborators of Andy Gardiner. A scholar is included among the top collaborators of Andy Gardiner 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 Andy Gardiner. Andy Gardiner is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

15 of 15 papers shown
1.
Stow, Dorrik A. V., et al.. (2022). Textual heterogeneity in massive sandstones from the Grès d'Annot and Numidian Flysch: Implications for depositional processes. Journal of Sedimentary Research. 92(4). 321–352. 1 indexed citations
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Stow, Dorrik A. V., et al.. (2020). The Pliocene-Recent Euphrates river system: Sediment facies and architecture as an analogue for subsurface reservoirs. Energy Geoscience. 1(3-4). 174–193. 18 indexed citations
5.
Booth, Matthew G., John R. Underhill, Andy Gardiner, & Duncan McLean. (2020). Sedimentary and tectonic controls on Lower Carboniferous (Visean) mixed carbonate–siliciclastic deposition in NE England and the Southern North Sea: implications for reservoir architecture. Petroleum Geoscience. 26(2). 204–231. 18 indexed citations
6.
Demyanov, Vasily, et al.. (2019). Value of Geologically Derived Features in Machine Learning Facies Classification. Mathematical Geosciences. 52(1). 5–29. 32 indexed citations
7.
Zhang, Ce, Isabel Sargent, Xin Pan, et al.. (2018). VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images. IEEE Transactions on Geoscience and Remote Sensing. 56(8). 4507–4521. 61 indexed citations
8.
Zhang, Ce, Isabel Sargent, Xin Pan, et al.. (2018). An object-based convolutional neural network (OCNN) for urban land use classification. Remote Sensing of Environment. 216. 57–70. 358 indexed citations breakdown →
9.
Zhang, Ce, Isabel Sargent, Xin Pan, et al.. (2018). Joint Deep Learning for land cover and land use classification. Remote Sensing of Environment. 221. 173–187. 363 indexed citations breakdown →
10.
Zhang, Ce, Xin Pan, Huapeng Li, et al.. (2017). A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification. ISPRS Journal of Photogrammetry and Remote Sensing. 140. 133–144. 331 indexed citations breakdown →
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MacBeth, Colin, et al.. (2010). Exploring the effect of meso-scale shale beds on a reservoir's overall stress sensitivity to seismic waves. Geophysical Prospecting. 59(1). 90–110. 13 indexed citations
13.
MacBeth, Colin, Karl D. Stephen, & Andy Gardiner. (2008). The impact of sub‐seismic shale layers on the reservoir's stress sensitivity. 60. 3209–3213. 1 indexed citations
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15.
Gardiner, Andy. (1955). Preparations and Appliances. BMJ. 2(4943). 848–848. 1 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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