dr. M.T. Marshall (Michael)

Marshall, M. , Belgiu, M., Boschetti, M., Pepe, M. , Stein, A. , & Nelson, A. (2022). Field-level crop yield estimation with PRISMA and Sentinel-2. ISPRS journal of photogrammetry and remote sensing, 187, 191-210. https://doi.org/10.1016/j.isprsjprs.2022.03.008

Tilahun, B. S. , Marshall, M., Ayalew, D. , & Nelson, A. (2022). Tracking crop phenology in a highly dynamic landscape with knowledge-based Landsat–MODIS data fusion. International Journal of Applied Earth Observation and Geoinformation, 106, 1-13. [102670]. https://doi.org/10.1016/j.jag.2021.102670

Belgiu, M. , Marshall, M. T., Boschetti, M., Pepe, M. , Stein, A. , & Lievens, C. (2021). HyNutri: estimating the nutritional composition of wheat from multi-temporal PRISMA data. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 471-474). IEEE. https://doi.org/10.1109/IGARSS47720.2021.9553614

Zhang, L. , Marshall, M. , Nelson, A. , & Vrieling, A. (2021). A global assessment of PT-JPL soil evaporation in agroecosystems with optical, thermal, and microwave satellite data. Agricultural and forest meteorology, 306, 1-16. [108455]. https://doi.org/10.1016/j.agrformet.2021.108455

Belgiu, M., Zhou, Y. , Marshall, M. , & Stein, A. (2020). Dynamic Time Warping for crops mapping. In N. Paparoditis, C. Mallet, F. Lafarge, J. Jiang, A. Shaker, H. Zhang, X. Liang, B. Osmanoglu, U. Soergel, E. Honkavaara, M. Scaioni, J. Zhang, A. Peled, L. Wu, R. Li, M. Yoshimura, K. Di, O. Altan, H. M. Abdulmuttalib, & F. S. Faruque (Eds.), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIV ISPRS Congress (Vol. XLIII-B3-2020, pp. 947-951). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). International Society for Photogrammetry and Remote Sensing (ISPRS). https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-947-2020

Marshall, M., Tu, K., & Andreo, V. (2020). On parameterizing soil evaporation in a direct remote sensing model of ET: PT‐JPL. Water resources research, 56(5), 1-18. https://doi.org/10.1029/2019WR026290

Cheng, Y. , Vrieling, A., Fava, F., Meroni, M. , Marshall, M. , & Gachoki, S. M. (2020). Phenology of short vegetation cycles in a Kenyan rangeland from PlanetScope and Sentinel-2. Remote sensing of environment, 248, 1-20. [112004]. https://doi.org/10.1016/j.rse.2020.112004

Mohammed, I. , Marshall, M. T. , de Bie, C. A. J. M., Estes, L. , & Nelson, A. D. (2020). A blended census and multiscale remote sensing approach to probabilistic cropland mapping in complex landscapes. ISPRS journal of photogrammetry and remote sensing, 161, 233-245. https://doi.org/10.1016/j.isprsjprs.2020.01.024

Marshall, M. T. , Crommelinck, S. , Kohli, D., Perger, C. , Yang, M. Y., Ghosh, A., Fritz, S. , de Bie, C. A. J. M. , & Nelson, A. D. (2019). Crowd-Driven and Automated Mapping of Field Boundaries in Highly Fragmented Agricultural Landscapes of Ethiopia with Very High Spatial Resolution Imagery. Remote sensing, 11, [2082]. https://doi.org/10.3390/rs11182082

De Leeuw, J., Rizayeva, A., Namazov, E., Bayramov, E. , Marshall, M. T., Etzold, J., & Neudert, R. (2019). Application of the MODIS MOD 17 Net Primary Production product in grassland carrying capacity assessment. International Journal of Applied Earth Observation and Geoinformation (JAG), 78, 66-76. https://doi.org/10.1016/j.jag.2018.09.014