• 655 Citations
  • 16 h-Index
20072020

Research output per year

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Personal profile

Personal profile

My research advances our understanding of how agroecosystems impact the environment and Earth system. It is also used to inform global climate change and food security policy. I answer my research questions by developing empirical or semi-empirical models that integrate ground-based, Earth observation, and other geospatial data in a Geographic Information System (GIS). The models estimate: 1) the extent of agricultural cover; 2) evapotranspiration; or 3) biomass/yield. Earth observation in my case includes multispectral broadband and hyperspectral remote sensing

Research interests

Expertise

 

  • Land Surface Processes and Modeling
  • Remote Sensing and GIS
  • Water-Energy-Food Nexus
  • Statistics

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Research Output

  • 655 Citations
  • 16 h-Index
  • 23 Article
  • 7 Abstract
  • 5 Chapter
  • 1 Other contribution

A blended census and multiscale remote sensing approach to probabilistic cropland mapping in complex landscapes

Mohammed, I., Marshall, M. T., de Bie, C. A. J. M., Estes, L. & Nelson, A. D., Mar 2020, In : ISPRS journal of photogrammetry and remote sensing. 161, p. 233-245 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

  • Application of the MODIS MOD 17 Net Primary Production product in grassland carrying capacity assessment

    De Leeuw, J., Rizayeva, A., Namazov, E., Bayramov, E., Marshall, M. T., Etzold, J. & Neudert, R., 1 Jun 2019, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 78, p. 66-76 11 p.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 2 Citations (Scopus)

    Crowd-Driven and Automated Mapping of Field Boundaries in Highly Fragmented Agricultural Landscapes of Ethiopia with Very High Spatial Resolution Imagery

    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., 5 Sep 2019, In : Remote sensing. 11, 2082.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 22 Downloads (Pure)

    Optimizing a remote sensing production efficiency model for macro-scale GPP and yield estimation in agroecosystems

    Marshall, M. T., Tu, K. & Brown, J., 1 Nov 2018, In : Remote sensing of environment. 217, p. 258-271 14 p.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 3 Citations (Scopus)
    77 Downloads (Pure)

    Continuous and consistent land use/cover change estimates using socio-ecological data

    Marshall, M. T., Norton-griffiths, M., Herr, H., Lamprey, R., Sheffield, J., Vagen, T. & Okotto-okotto, J., 2017, In : Earth System Dynamics. 8, 1, p. 55-73

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    2 Citations (Scopus)