Published March 23, 2023 | Version v1
Dataset Open

Sentinel-2 based maps of irrigated fields in Vojvodina, Serbia

Authors/Creators

  • 1. BioSense Institute - The Research and Development Institute for Information Technologies in Biosystems, University of Novi Sad, Novi Sad, Serbia
  • 2. Wageningen University and Research Centre, Wageningen, Netherlands
  • 3. Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia

Description

This dataset consists of classified irrigated fields of the three most irrigated crops in Vojvodina (Serbia): maize, soybean, and sugar beet. Maps were generated for three years (2020, 2021, 2022), characterized by different climate conditions using Sentinel-2 satellite data and machine learning algorithms. All maps are in GIS format (.tiff) where label 0 corresponds to non-irrigated fields while label 1 corresponds to irrigated fields in Vojvodina and as if could be used for further research.

Notes

National grants: 1. Provincial Secretariat for Higher Education and Scientific Research of Vojvodina through project Development of decision support system for agricultural production using data fusion and artificial intelligence (Grant No. 142-451- 3183/2022-01/01) 2. Ministry of Education, Science and Technological Development of the Republic of Serbia (Grants No.451-03-47/2023-01/200358).‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

Files

irrigation 2020.tif

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Additional details

Related works

Is published in
10.1080/15481603.2023.2262010 (DOI)

Funding

European Commission
ANTARES - Centre of Excellence for Advanced Technologies in Sustainable Agriculture and Food Security 739570