Articles | Volume 16, issue 10
https://doi.org/10.5194/essd-16-4931-2024
https://doi.org/10.5194/essd-16-4931-2024
Data description paper
 | 
29 Oct 2024
Data description paper |  | 29 Oct 2024

Mapping sugarcane globally at 10 m resolution using Global Ecosystem Dynamics Investigation (GEDI) and Sentinel-2

Stefania Di Tommaso, Sherrie Wang, Rob Strey, and David B. Lobell

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This preprint is open for discussion and under review for Atmospheric Measurement Techniques (AMT).
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Cited articles

Agriculture and Agri-Food Canada: Annual Crop Inventory, https://open.canada.ca/data/en/dataset/ba2645d5-4458-414d-b196-6303ac06c1c9, last access: 26 February 2024. a
Agri-Food And Fisheries Information Service: Mexico Statistical Yearbook of Agricultural Production, https://www.gob.mx/siap, last access: 8 February 2024. a
Allan, H. L., van de Merwe, J. P., Finlayson, K. A., O'Brien, J. W., Mueller, J. F., and Leusch, F. D. L.: Analysis of sugarcane herbicides in marine turtle nesting areas and assessment of risk using in vitro toxicity assays, Chemosphere, 185, 656–664, https://doi.org/10.1016/j.chemosphere.2017.07.029, 2017. a
Australian Bureau of Statistics: Agricultural Commodities, Australia, https://www.abs.gov.au, last access: 8 February 2024. a
Badan Pusat Statistik (BPS): Indonesia Plantation Area by Province 2021, https://www.bps.go.id/, last access: 15 February 2024. a
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Short summary
Sugarcane plays a vital role in food, biofuel, and farmer income globally, yet its cultivation faces numerous social and environmental challenges. Despite its significance, accurate mapping remains limited. Our study addresses this gap by introducing a novel 10 m global dataset of sugarcane maps spanning 2019–2022. Comparisons with field data, pre-existing maps, and official government statistics all indicate the high precision and high recall of our maps.
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