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DSI - Environment

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  1. 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/Magazine › Journal article › peer-review

  2. Published

    Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping

    Zhang, Y., Li, X., Ling, F., Atkinson, P. M., Ge, Y., Shi, L. & Du, Y., 12/2017, In: International Journal of Applied Earth Observation and Geoinformation. 63, p. 129-142 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

    Zhang, C., Pan, X., Zhang, S., Li, H. & Atkinson, P. M., 22/09/2017, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 1451-1454 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 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/Magazine › Journal article › peer-review

  5. 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/Magazine › Journal article › peer-review

  6. Published

    Spectral–Spatial Adaptive Area-to-Point Regression Kriging for MODIS Image Downscaling

    Zhang, Y., Atkinson, P. M., Ling, F., Wang, Q., Li, X., Shi, L. & Du, Y., 1/05/2017, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10, 5, p. 1883-1896 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Learning-Based Spatial–Temporal Superresolution Mapping of Forest Cover With MODIS Images

    Zhang, Y., Atkinson, P. M., Li, X., Ling, F., Wang, Q. & Du, Y., 01/2017, In: IEEE Transactions on Geoscience and Remote Sensing. 55, 1, p. 600-614 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. 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/Magazine › Journal article › peer-review

  9. Published

    Simulation of soil water flow and heat transport in drip irrigated potato field with raised beds and full plastic-film mulch in a semiarid area

    Zhang, Y-L., Feng, S-Y., Wang, F-X. & Binley, A. M., 30/10/2018, In: Agricultural Water Management. 209, p. 178-187 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Deep learning for land cover and land use classification

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

    Research output: Thesis › Doctoral Thesis

  11. 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/Magazine › Journal article › peer-review

  12. 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/Magazine › Journal article › peer-review

  13. Published

    Molecular distributions of dicarboxylic acids, oxocarboxylic acids and α-dicarbonyls in PM2.5 collected at the top of Mt. Tai, North China, during the wheat burning season of 2014

    Zhu, Y., Yang, L., Chen, J., Kawamura, K., Sato, M., Tilgner, A., van Pinxteren, D., Chen, Y., Xue, L., Wang, X., Herrmann, H. & Wang, W., 27/07/2018, In: Atmospheric Chemistry and Physics Discussions. 18, p. 10741-10758 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Molecular distributions of dicarboxylic acids, oxocarboxylic acids and $alpha $-dicarbonyls in PM$_2.5$ collected at the top of Mt. Tai, North China, during the wheat burning season of 2014: English

    Zhu, Y., Yang, L., Chen, J., Kawamura, K., Sato, M., Tilgner, A., van Pinxteren, D., Chen, Y., Xue, L., Wang, X., Simpson, I. J., Herrmann, H., Blake, D. R. & Wang, W., 27/07/2018, In: Atmospheric Chemistry and Physics . 18, 14, p. 10741-10758 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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