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Geospatial Data Science

  1. 2019
  2. 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

  3. Published

    Development of physically based liquid water schemes for Greenland firn-densification models

    Verjans, V., Leeson, A., Stevens, M., MacFerrin, M., Noël, B. & Van Den Broeke, M., 9/07/2019, In: The Cryosphere. 13, 7, p. 1819-1842 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Characterizing beach intertidal bar systems using multi-annual LiDAR data

    Miles, A., Ilic, S., Whyatt, J. D. & James, M. R., 30/06/2019, In: Earth Surface Processes and Landforms. 44, 8, p. 1572-1583 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Mechanistic Insight into the Uptake and Fate of Persistent Organic Pollutants in Sea Ice

    Garnett, J., Halsall, C., Thomas, M., France, J., Kaiser, J., Graf, C., Leeson, A. & Wynn, P., 18/06/2019, In: Environmental Science and Technology. 53, 12, p. 6757-6764 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Monitoring land cover change and disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area based on Remote Sensing time-series image from 1987 to 2018

    Bai, X., Du, P., Guo, S., Zhang, P., Lin, C., Tang, P. & Zhang, C., 3/06/2019, In: Remote Sensing. 11, 11, p. 1-31 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Guiding carbon farming using interdisciplinary mixed methods mapping

    Brockett, B. F. T., Beanland, A., Whitfield, M. G., Watson, N. M., Blackburn, G. A. & Bardgett, R., 1/06/2019, In: People and Nature. 1, 2, p. 191-203 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Incorporating existing thermal tolerance into projections of compositional turnover under climate change

    Bush, A., Catullo, R., Mokany, K., Harwood, T., Hoskins, A. J. & Ferrier, S., 1/06/2019, In: Global Ecology and Biogeography. 28, 6, p. 851-861 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Tree Risk Evaluation Environment for Failure and Limb Loss (TREEFALL): An Integrated Model for Quantifying the Risk of Tree Failure from Local to Regional Scales

    Gullick, D. S., Blackburn, G. A., Whyatt, J. D., Vopenka, P., Murray, J. & Abbatt, J., 1/05/2019, In: Computers, Environment and Urban Systems. 75, p. 217-228 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    An iterative coarse-to-fine sub-sampling method for density reduction of terrain point clouds

    Fan, L. & Atkinson, P. M., 19/04/2019, In: Remote Sensing. 11, 8, 11 p., 947.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Mapping annual forest cover by fusing PALSAR/PALSAR-2 and MODIS NDVI during 2007–2016

    Zhang, Y., Ling, F., Foody, G. M., Ge, Y., Boyd, D. S., Li, X., Du, Y. & Atkinson, P. M., 1/04/2019, In: Remote Sensing of Environment. 224, p. 74-91 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. E-pub ahead of print

    Community assembly processes restrict the capacity for genetic adaptation under climate change

    Mokany, K., Bush, A. & Ferrier, S., 20/03/2019, (E-pub ahead of print) In: Ecography. 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Bayesian Dynamic Linear Models for Estimation of Phenological Events from Remote Sensing Data

    Johnson, M., Caragea, P. C., Meiring, W., Jeganathan, C. & Atkinson, P. M., 1/03/2019, In: Journal of Agricultural, Biological, and Environmental Statistics. 24, 1, p. 1-25 25 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Multisource and multitemporal data fusion in remote sensing: A comprehensive review of the state of the art

    Ghamisi, P., Rasti, B., Yokoya, N., Wang, Q., Hofle, B., Bruzzone, L., Bovolo, F., Chi, M., Anders, K., Gloaguen, R., Atkinson, P. M. & Benediktsson, J. A., 1/03/2019, In: IEEE Geoscience and Remote Sensing Magazine. 7, 1, p. 6-39 34 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Sentinel-3 Delay-Doppler altimetry over Antarctica

    McMillan, M., Muir, A., Shepherd, A., Escola, R., Roca, M., Aublanc, J., Thibaud, P., Restano, M., Ambrozio, A. & Benveniste, J., 1/03/2019, In: Cryosphere. 13, 2, p. 709-722 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Recent Trends in Stratospheric Chlorine from Very Short-Lived Substances

    Hossaini, R., Atlas, E., Dhomse, S. S., Chipperfield, M. P., Bernath, P. F., Fernando, A. M., Mühle, J., Leeson, A. A., Montzka, S. A., Feng, W., Harrison, J. J., Krummel, P., Vollmer, M. K., Reimann, S., O'Doherty, S., Young, D., Maione, M., Arduini, J. & Lunder, C. R., 27/02/2019, In: Journal of Geophysical Research: Atmospheres. 124, 4, p. 2318-2335 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Dramatic Loss of Agricultural Land Due to Urban Expansion Threatens Food Security in the Nile Delta, Egypt.

    Radwan, T. M., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 8/02/2019, In: Remote Sensing. 11, 3, 20 p., 332.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

    Li, H., Zhang, C., Zhang, S. & Atkinson, P. M., 02/2019, In: International Journal of Applied Earth Observation and Geoinformation. 74, p. 45-56 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Joint Deep Learning for land cover and land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 02/2019, In: Remote Sensing of Environment. 221, p. 173-187 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Using plant, microbe and soil fauna traits to improve the predictive power of biogeochemical models

    Fry, E., De Long, J., Álvarez Garrido, L., Alvarez, N., Carrillo, Y., Castañeda-Gómez, L., Chomel, M., Dondini, M., Drake, J. E., Hasegawa, S., Hortal, S., Jackson, B. G., Jiang, M., Lavallee, J. M., Medlyn, B. E., Rhymes, J., Singh, B. K., Smith, P., Anderson, I. C. & Bardgett, R. & 2 others, Baggs, E. M. & Johnson, D., 31/01/2019, In: Methods in Ecology and Evolution. 10, 1, p. 146-157 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. 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

  22. Published

    A comparison of modelled ice thickness and volume across the entire Antarctic Peninsula region

    Carrivick, J. L., Davies, B. J., James, W. H. M., McMillan, M. & Glasser, N. F., 2019, In: Geografiska Annaler, Series A: Physical Geography. 101, 1, p. 45-67 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Exploring Segregation and Sharing in Belfast: a PGIS approach

    Huck, J., Whyatt, J. D., Dixon, J., Sturgeon, B., Hocking, B., Davies, G., Jarman, N. & Bryan, D., 2019, In: Annals of the Association of American Geographers. 109, 1, p. 223-241 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Retrieving secondary forest aboveground biomass from polarimetric ALOS-2 PALSAR-2 data in the Brazilian Amazon

    Cassol, H. L. G., Carreiras, J. M. B., Moraes, E. C., de Aragão, L. E. O. C., Silva, C. V. J., Quegan, S. & Shimabukuro, Y. E., 2019, In: Remote Sensing. 11, 1, 32 p., 59.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. 2018
  26. Published

    Social media in emergency management: exploring twitter use by emergency responders in the UK

    Parsons, S., Weal, M., O'Grady, N. & Atkinson, P. M., 31/12/2018, In: International Journal of Emergency Management. 14, 4, p. 322 - 343 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Editorial to the Lancaster 2017: One World – One Health Special Issue: One world, one health

    Atkinson, P. M. & Stein, A., 12/2018, In: Spatial Statistics. 28, p. 1-3 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Enhancing spectral unmixing by considering the point spread function effect

    Wang, Q., Shi, W. & Atkinson, P. M., 12/2018, In: Spatial Statistics. 28, p. 271-283 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    National and sub-national variation in patterns of febrile case management in sub-Saharan Africa

    Alegana, V. A., Maina, J., Ouma, P. O., Macharia, P. M., Wright, J., Atkinson, P. M., Okiro, E. A., Snow, R. W. & Tatem, A. J., 26/11/2018, In: Nature Communications. 9, 1, 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Drought-induced Amazonian wildfires instigate a decadal-scale disruption of forest carbon dynamics

    Silva, C. V. J., Aragao, L. E. O. C., Barlow, J., Espirito-Santo, F., Young, P. J., Anderson, L. O., Berenguer, E., Brasil, I., Foster Brown, I., Castro, B., Farias, R., Ferreira, J., Franca, F., Graca, P. M. L. A., Kirsten, L., Lopes, A. P., Salimon, C., Scaranello, M. A., Seixas, M. & Souza, F. C. & 1 others, Xaud, H. A. M., 19/11/2018, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 373, 1760, 12 p., 20180043.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Quantifying immediate carbon emissions from El Niño-mediated wildfires in humid tropical forests

    Withey, K., De Berenguer Cesar, E., Palmeira, A. F., Espirito-Santo, F., Lennox, G., Silva, C., Aragao, L. E. O. C., Ferreira, J., Machado Franca, F., Malhi, Y., Rossi, L. C. & Barlow, J., 19/11/2018, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 373, 1760

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    Employing a spatio-temporal contingency table for the analysis of cork oak cover change in the Sa Serra region of Sardinia

    Dettori, S., Filigheddu, M. R., Deplano, G., Molgora, J. E., Ruiu, M. & Sedda, L., 16/11/2018, In: Scientific Reports. 8, 1, 14 p., 16946.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Exploring the effect of human and animal population growth on vector-borne disease transmission with an agent-based model of Rhodesian human African trypanosomiasis in eastern province, Zambia

    Alderton, S., Macleod, E. T., Anderson, N. E., Machila, N., Simuunza, M., Welburn, S. C. & Atkinson, P. M., 8/11/2018, In: PLoS Neglected Tropical Diseases. 12, 11, 26 p., e0006905.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Infilling missing data in hydrology: Solutions using satellite radar altimetry and multiple imputation for data-sparse regions

    Ekeu-Wei, I. T., Blackburn, G. A. & Pedruco, P., 20/10/2018, In: Water (Switzerland). 10, 10, 22 p., 1483.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    A new multi-resolution based method for estimating local surface roughness from point clouds

    Fan, L. & Atkinson, P. M., 10/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 144, p. 369-378 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    An object-based convolutional neural network (OCNN) for urban land use classification

    Zhang, C., Sargent, I., Pan, X., Li, H., Gardiner, A., Hare, J. & Atkinson, P. M., 10/2018, In: Remote Sensing of Environment. 216, p. 57-70 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Using fractal analysis of crown images to measure the structural condition of trees

    Murray, J., Blackburn, G. A., Whyatt, J. D. & Edwards, C. J., 10/2018, In: Forestry. 91, 4, p. 480-491 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Assessment of CryoSat-2 interferometric and non-interferometric SAR altimetry over ice sheets

    McMillan, M., Shepherd, A., Muir, A., Gaudelli, J., Hogg, A. E. & Cullen, R., 15/09/2018, In: Advances in Space Research. 62, 6, p. 1281-1291 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    How do modern transportation projects impact on development of impervious surfaces via new urban area and urban intensification? Evidence from Hangzhou Bay Bridge, China

    Shahtahmassebi, A. R., Wu, C., Blackburn, G. A., Zheng, Q., Huang, L., Shortridge, A., Shahtahmassebi, G., Jiang, R., He, S., Wang, K., Lin, Y., Clarke, K. C., Su, Y., Lin, L., Wu, J., Zheng, Q., Xu, H., Xue, X., Deng, J. & Shen, Z., 09/2018, In: Land Use Policy. 77, p. 479-497 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Large scale pre-rain vegetation green up across Africa

    Adole, T., Dash, J. & Atkinson, P. M., 09/2018, In: Global Change Biology. 24, 9, p. 4054-4068 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Linking species thermal tolerance to elevational range shifts in upland dung beetles

    Birkett, A. J., Blackburn, G. A. & Menendez Martinez, M. R., 09/2018, In: Ecography. 41, 9, p. 1510-1519 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series

    Onojeghuo, A. O., Blackburn, G. A., Wang, Q., Atkinson, P. M., Kindred, D. & Miao, Y., 09/2018, In: GIScience & Remote Sensing. 55, 5, p. 659-677 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Spatial-temporal fraction map fusion with multi-scale remotely sensed images

    Zhang, Y., Foody, G. M., Ling, F., Li, X., Ge, Y., Du, Y. & Atkinson, P. M., 08/2018, In: Remote Sensing of Environment. 213, p. 162-181 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

    Zhang, C., Sargent, I., Pan, X., Gardiner, A., Hare, J. & Atkinson, P. M., 08/2018, In: IEEE Transactions on Geoscience and Remote Sensing. 56, 8, p. 4507-4521 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Applications of open-access remotely sensed data for flood modelling and mapping in developing regions

    Ekeu-Wei, I. & Blackburn, G. A., 31/07/2018, In: Hydrology. 5, 3, 36 p., 39.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. 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

  47. Published

    Predicting the structure of soil communities from plant community taxonomy, phylogeny, and traits

    Leff, J. W., Bardgett, R. D., Wilkinson, A., Jackson, B. G., Pritchard, W. J., de Long, J. R., Oakley, S., Mason, K. E., Ostle, N. J., Johnson, D., Baggs, E. M. & Fierer, N., 1/07/2018, In: ISME Journal. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Seasonality of vegetation types of South America depicted by moderate resolution imaging spectroradiometer (MODIS) time series

    Adami, M., Bernardes, S., Arai, E., Freitas, R. M., Shimabukuro, Y. E., Espírito-Santo, F. D. B., Rudorff, B. F. T. & Anderson, L. O., 07/2018, In: International Journal of Applied Earth Observation and Geoinformation. 69, p. 148-163 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Ice velocity of Jakobshavn Isbræ, Petermann Glacier, Nioghalvfjerdsfjorden, and Zachariæ Isstrøm, 2015-2017, from Sentinel 1-a/b SAR imagery

    Lemos, A., Shepherd, A., McMillan, M., Hogg, A. E., Hatton, E. & Joughin, I., 18/06/2018, In: Cryosphere. 12, 6, p. 2087-2097 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Mass balance of the Antarctic Ice Sheet from 1992 to 2017

    IMBIE, 13/06/2018, In: Nature. 558, 7709, p. 219-222 4 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Cluster-based analysis of multi-model climate ensembles

    Hyde, R., Hossaini, R. & Leeson, A. A., 4/06/2018, In: Geoscientific Model Development. 11, 6, p. 2033-2048 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

    Zhang, C., Pan, X., Li, H., Gardiner, A., Sargent, I., Hare, J. & Atkinson, P. M., 06/2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 140, p. 133-144 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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