Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Article . 2023
License: CC BY
Data sources: Datacite
ZENODO
Article . 2023
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Determining organic barley yields from Sentinel-2 data

Authors: Chanev, Milen; Filchev, Lachezar; Kamenova, Ilina; Miteva, Nevena;

Determining organic barley yields from Sentinel-2 data

Abstract

The present research was conducted during the agricultural year 2022-2023 in the land of Byala Reka village, Parvomai municipality in central southern Bulgaria. The ground data for the yield was collected from an organically certified field sown with barley, which is part of the holding of ET "Borislav Slavchev". The BBCH scale for cereal plants was used to identify the phenological stages of crop development. Data from the Sentinel-2 satellite were acquired by the EOSDA LandViewer platform. Vegetation indices were generated in the same platform as selected ones used in relevant studies in conventional agriculture. Four images were used for the phenological phases BBCH-21 initiation of budding, BBCH-30 spindle, BBCH-51 grading and BBCH-77 end of milk maturity, respectively. Pixel values were extracted using the GIS software ArcGIS Pro. At the BBCH-99 technological maturity stage, ground samples were collected to measure biological yield. A correlation analysis was performed with the obtained ground and satellite data, establishing which vegetation indices are most suitable for determining yields and in which vegetation phase.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!