Research output per year
Research output per year
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
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Cropland mapping in tropical smallholder systems with seasonally stratified Sentinel-1 and Sentinel-2 spectral and textural features
Trivedi, M. B., Marshall, M., Estes, L., de Bie, C. A. J. M., Chang, L. & Nelson, A., 9 Jun 2023, In: Remote sensing. 15, 12, p. 1-20 20 p., 3014.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile15 Downloads (Pure) -
Detecting the long-term spatiotemporal crop phenology changes in a highly fragmented agricultural landscape
Tilahun, B. S., Marshall, M., Mengistu, D. & Nelson, A., 15 Sept 2023, In: Agricultural and forest meteorology. 340, 109601.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Downloads (Pure) -
PRISMA and Sentinel-2 spectral response to the nutrient composition of grains
Belgiu, M., Marshall, M., Boschetti, M., Pepe, M., Stein, A. & Nelson, A., 1 Jul 2023, In: Remote sensing of environment. 292, 113567.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile23 Downloads (Pure) -
The divergence of energy- and water-balance evapotranspiration estimates in humid regions
Zhang, L., Marshall, M., Vrieling, A. & Nelson, A., Sept 2023, In: Journal of hydrology. 624, 18 p., 129971.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Downloads (Pure) -
Field-level crop yield estimation with PRISMA and Sentinel-2
Marshall, M., Belgiu, M., Boschetti, M., Pepe, M., Stein, A. & Nelson, A., May 2022, In: ISPRS journal of photogrammetry and remote sensing. 187, p. 191-210 20 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile21 Citations (Scopus)314 Downloads (Pure)
Datasets
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High resolution remote sensing imagery and derived agricultural field boundaries in Ethiopia.
Nelson, A. (Creator), Marshall, M. T. (Contributor), Crommelinck, S. (Contributor), Kohli - Poll Jonker, D. (Contributor), Perger, C. (Contributor), Yang, M. Y. (Contributor), Ghosh, A. (Contributor), Fritz, S. (Contributor) & de Bie, K. (Contributor), DANS , 5 Sept 2019
DOI: 10.17026/dans-x9y-dwkk, https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:153471
Dataset