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Geospatial Data Science

  1. Chapter (peer-reviewed)
  2. Published

    Chapter 19: Drivers and ecological impacts of deforestation and forest degradation

    Berenguer, E., Armenteras, D., Lees, A. C., Smith, C. C., Fearnside, P., Nascimento, N., Alencar, A., Almeida, C., Aragão, L. E. O., Barlow, J., Bilbao, B., Brando, P. M., Bynoe, P., Finer, M., Flores, B. M., Jenkins, C. N., Silva Junior, C. H. L., Souza, C. & García-Villacorta, R., 12/11/2021, Amazon Assessment Report 2021. New York: UN Sustainable Development Solutions Network (SDSN), 43 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  3. Published

    Chronic kidney disease of uncertain aetiology and its relation with waterborne environmental toxins: An investigation via compositional balances

    McKinley, J. M., Mueller, U., Atkinson, P. M., Ofterdinger, U., Cox, S. F., Doherty, R., Fogarty, D. & Egozcue, J. J., 2/06/2021, Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn. Filzmoser, P., Hron, K., Martin-Fernandez, J. A. & Palarea-Albaladejo, J. (eds.). Cham: Springer, p. 285-302 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  4. Chapter
  5. Published

    Place-identity and urban policy: Sharing leisure spaces in the ‘post-conflict’ city

    Hocking, B., Sturgeon, B., Dixon, J., Jarman, N., Bryan, D., Huck, J., Whyatt, J. D. & Davies, G., 11/01/2019, Discourses of identity in liminal places and spaces . Piazza, R. (ed.). London: Routledge, p. 166-192 27 p. (Routledge Studies in Sociolinguistics).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  6. Published

    The Current Health of Polar Ice Sheets and Implications for Sea Level

    McMillan, M., 23/07/2018, The Routledge Handbook of the Polar Regions. Nuttall, M., Christensen, T. & Siegert, M. (eds.). London: Routledge

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  7. Published

    Linking DNA Metabarcoding and Text Mining to Create Network-Based Biomonitoring Tools: A Case Study on Boreal Wetland Macroinvertebrate Communities

    Compson, Z. G., Monk, W. A., Curry, C. J., Gravel, D., Bush, A., Baker, C. J. O., Al Manir, M. S., Riazanov, A., Hajibabaei, M., Shokralla, S., Gibson, J. F., Stefani, S., Wright, M. T. G. & Baird, D. J., 2018, Advances in Ecological Research. Bohan, D. A., Dumbrell, A. J., Woodward, G. & Jackson, M. (eds.). Elsevier, p. 33-74 42 p. (Advances in Ecological Research; vol. 59).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  8. Conference contribution/Paper
  9. Published

    Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

    Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  10. Published

    Future Extreme Climate Prediction in Western Jilin Province Based on Statistical DownScaling Model: International Geoscience and Remote Sensing Symposium (IGARSS)

    Zhang, P., Yin, D. & Atkinson, P. M., 14/11/2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. IEEE, p. 9886-9889 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  11. Published

    A Multi-disciplinary Approach for the Precision Management of Lodging Risk

    Berry, P., Blackburn, A., Sterling, M., Miao, Y., Hatley, D., Gullick, D., Joseph, G., Whyatt, D., Soper, D., Murray, J. & Baker, C., 11/07/2019, Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019. Stafford, J. V. (ed.). Wageningen Academic Publishers, p. 969-975 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  12. Published

    Visual abstraction for games on large public displays

    Gullick, D., Burnett, D. & Coulton, P., 28/06/2016, Proceedings of 8th International Conference on Intelligent Technologies for Interactive Entertainment. Springer, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  13. Published

    Designing information feedback within hybrid physical/digital interactions

    Gullick, D. & Coulton, P., 7/06/2016, Proceedings of Design Research Society Conference 2016. Lloyd, P. & Bohemia, E. (eds.). Design Research Society, p. 3019-3032 14 p. (Proceedings of DRS 2016; vol. 8).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  14. Published

    How to identify food deserts in Amazonian cities?

    Davies, G., Frausin Bustamante, G. G. & Parry, L. T. W., 1/04/2016, Proceedings of the GIS Research UK 24th Annual Conference GISRUK 2016. London, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  15. Published

    Global impact risk of known asteroids

    Rumpf, C., Lewis, H. G. & Atkinson, P. M., 03/2016, 2016 IEEE Aerospace Conference (AERO 2016): Proceedings of a meeting held 5-12 March 2016, Big Sky, Montana, USA.. IEEE, p. 1-18 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  16. Conference paper
  17. Published

    Joint Deep Learning: A novel framework for urban land cover and land use classification

    Zhang, C., Pan, X., Li, H., Zhang, S. & Atkinson, P., 22/07/2020, p. 1-5. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  18. Published

    Resolving the Broccoli Problem: Identifying Optimal Computational Algorithms for the Accuracy Assessment of Tree Delineations from Remotely-sensed Data

    Murray, J., Gullick, D. S., Blackburn, G. A., Whyatt, J. D. & Edwards, C. J., 19/04/2018, p. 1. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  19. Published

    Eliciting fuzzy location data from social media posts with Natural Language Processing

    Gullick, D. S., Whyatt, J. D. & Richardson, J., 17/04/2018. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  20. Published

    Reducing losses due to crop lodging

    Baker, C., Sterling, M., Blackburn, A., Whyatt, D., Gullick, D., Berry, P. & Smilie, I., 4/07/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  21. Doctoral Thesis
  22. Published

    Deriving shorelines from SAR images to assess coastal vulnerability in data poor regions.

    Dike, E., 20/06/2022, Lancaster University. 148 p.

    Research output: ThesisDoctoral Thesis

  23. Published

    Using big data to understand carbon recovery and habitat availability in the Amazon biome

    Smith, C. C., 2022, Lancaster University. 192 p.

    Research output: ThesisDoctoral Thesis

  24. Published
  25. Published

    Quantifying the impacts of wildfires on forest carbon stocks and CO2 emissions across Brazilian Amazonia

    Silva, C., 2021, Lancaster University. 163 p.

    Research output: ThesisDoctoral Thesis

  26. Published

    Human and environmental exposure to hydrocarbon pollution in the Niger Delta: A geospatial approach

    Obida, C. B., 26/02/2020, Lancaster University. 226 p.

    Research output: ThesisDoctoral Thesis

  27. Published

    Deep learning for land cover and land use classification

    Zhang, C., 2018, Lancaster University. 267 p.

    Research output: ThesisDoctoral Thesis

  28. Published

    The GREAT-ER model as a tool for chemical risk assessment and management for Chinese river catchments

    Jackson, B. W., 2018, Lancaster University. 320 p.

    Research output: ThesisDoctoral Thesis

  29. Published
  30. Journal article
  31. Published

    Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

    Lu, Y., Li, H., Zhang, C. & Zhang, S., 18/04/2024, In: Remote Sensing. 16, 8, 1444.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

    Diao, Q., Dai, Y., Wang, J., Feng, X., Pan, F., Zhang, C. & Melgani, F. (ed.), 7/03/2024, In: Remote Sensing. 16, 6, 937.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. E-pub ahead of print

    The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects

    Fan, X., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 2/01/2024, (E-pub ahead of print) In: Geographical Analysis.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

    Han, Z., Zhang, C., Gao, L., Zeng, Z., Zhang, B. & Atkinson, P. M., 31/12/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 206, p. 293-310 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

    Zhu, D., Zhou, C., Zhu, Y., Wang, T. & Zhang, C., 14/12/2023, In: Remote Sensing. 15, 24, 5726.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

    Chen, C., Zhang, C., Tian, B., Wu, W. & Zhou, Y., 30/11/2023, In: ISPRS Journal of Photogrammetry and Remote Sensing. 205, p. 1-16 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Using satellite data to assess spatial drivers of bird diversity

    Hunt, M. L., Blackburn, G. A., Siriwardena, G. M., Carrasco, L. & Rowland, C. S., 31/08/2023, In: Remote Sensing in Ecology and Conservation. 9, 4, p. 483-500 28 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. E-pub ahead of print

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/08/2023, (E-pub ahead of print) In: Journal of Glaciology. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    The effect of partial dissolution on sea-ice chemical transport: a combined model–observational study using poly- and perfluoroalkylated substances (PFASs)

    Thomas, M., Cate, B., Garnett, J., Smith, I. J., Vancoppenolle, M. & Halsall, C., 8/08/2023, In: Cryosphere. 17, 8, p. 3193-3201 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Going Solo: Students' Strategies for Coping with an Independent GIS Project

    Whyatt, D., Davies, G. & Clark, G., 27/05/2023, In: Journal of Geography in Higher Education. 47, 3, p. 381-398 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Detecting and reducing heterogeneity of error in acoustic classification

    Metcalf, O. C., Barlow, J., Bas, Y., Berenguer, E., Devenish, C., França, F., Marsden, S., Smith, C. & Lees, A. C., 30/11/2022, In: Methods in Ecology and Evolution. 13, 11, p. 2559-2571 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    Increasing Accumulation of Perfluorocarboxylate Contaminants Revealed in an Antarctic Firn Core (1958–2017)

    Garnett, J., Halsall, C., Winton, H., Joerss, H., Mulvaney, R., Ebinghaus, R., Frey, M., Jones, A., Leeson, A. & Wynn, P., 16/08/2022, In: Environmental Science and Technology. 56, 16, p. 11246–11255 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Linking land-use and land-cover transitions to their ecological impact in the Amazon

    Nunes, C. A., Berenguer, E., França, F., Ferreira, J., Lees, A. C., Louzada, J., Sayer, E. J., Solar, R., Smith, C. C., Aragão, L. E. O. C., Braga, D. L., de Camargo, P. B., Cerri, C. E. P., de Oliveira R.C., J., Durigan, M., Moura, N., Oliveira, V. H. F., Ribas, C., Vaz-de-Mello, F., Vieira, I., & 2 othersZanetti, R. & Barlow, J., 5/07/2022, In: Proceedings of the National Academy of Sciences of the United States of America. 119, 27, 9 p., e2202310119.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Quantifying Post-Fire Changes in the Aboveground Biomass of an Amazonian Forest Based on Field and Remote Sensing Data

    Pontes-Lopes, A., Dalagnol, R., Dutra, A. C., de Jesus Silva, C. V., de Alencastro Graça, P. M. L. & de Oliveira e Cruz de Aragão, L. E., 23/03/2022, In: Remote Sensing. 14, 7, 20 p., e1545.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Comparing contemporary and lifetime rates of carbon accumulation from secondary forests in the eastern Amazon

    Elias, F., Ferreira, J., Resende, A., De Berenguer Cesar, E., Franca, F., Smith, C. C., Schwartz, G., Nascimento, R., Guedes, M., Rossi, L., Seixas, M., da Silva, C. & Barlow, J., 15/03/2022, In: Forest Ecology and Management. 508, 8 p., 120053.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    A taxonomic-based joint species distribution model for presence-only data

    Escamilla Molgora, J. M., Sedda, L., Diggle, P. J. & Atkinson, P. M., 28/02/2022, In: Journal of The Royal Society Interface. 19, 187, 16 p., 20210681.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

    Li, R., Duan, C., Zheng, S., Zhang, C. & Atkinson, P., 31/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 1, 5 p., 8007205.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

    Li, R., Zheng, S., Duan, C., Su, J. & Zhang, C., 1/01/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 8009205.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    Object-Based Area-to-Point Regression Kriging for Pansharpening

    Zhang, Y., Atkinson, P. M., Ling, F., Foody, G. M., Wang, Q., Ge, Y., Li, X. & Du, Y., 31/10/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 10, p. 8599-8614 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. Published

    The triggers of the disaggregation of Voyeykov Ice Shelf (2007), Wilkes Land, East Antarctica, and its subsequent evolution

    Arthur, J. F., Stokes, C. R., Jamieson, S. S. R., Miles, B. W. J., Carr, J. R. & Leeson, A. A., 31/10/2021, In: Journal of Glaciology. 67, 265, p. 933-951 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  54. Published

    Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling

    Wang, Q., Wang, L., Li, Z., Tong, X. & Atkinson, P. M., 30/09/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 9, p. 7901-7917 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  55. Published

    Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record

    Zhang, Y., Ling, F., Wang, X., Foody, G. M., Boyd, D. S., Li, X., Du, Y. & Atkinson, P. M., 31/08/2021, In: Remote Sensing of Environment. 261, 17 p., 112470.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  56. Published

    High Concentrations of Perfluoroalkyl Acids in Arctic Seawater Driven by Early Thawing Sea Ice

    Garnett, J., Halsall, C., Vader, A., Joerss, H., Ebinghaus, R., Leeson, A. & Wynn, P. M., 17/08/2021, In: Environmental Science and Technology. 55, 16, p. 11049-11059 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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