Case Of Study For Draft Force Map Smoothing In Precision Agriculture
Само за регистроване кориснике
2023
Конференцијски прилог (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
There are many physical and chemical properties of soil that can be measured and
mapped. Such maps can be very important decision-making tools in precision agriculture.
However, unlike yield maps and crop scouting maps, all other maps show a lower degree of
reliability in terms of decision utility. Soil compaction is the most representative feature of the
production plot from the domain of physical and chemical soil properties. This paper first presents
an experiment designed to measure soil compaction, and then a mapping of the results in a
commercial software. The test field with an area of one hectare was reduced to a control limit of 60
meters in width and 120 meters in length to ensure the uniformity of speed and other parameters.
The resolution of the draft force measurement as an indicator of soil compaction was 50 Hz. This
resulted in the existence of missing data on the draft force map itself, because several draft force
values were related to one spatial c...oordinate manifested as longitude and latitude. The paper
further shows the procedure of data smoothing and generation of complete maps without missing
spatial data.
Кључне речи:
draft force / strain transducers / missing data / smoothingИзвор:
The 6th International Symposium on Agricultural Engineering ISAE 2023, 2023, 6, 52-57Финансирање / пројекти:
- Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200105 (Универзитет у Београду, Машински факултет) (RS-MESTD-inst-2020-200105)
Колекције
Институција/група
Mašinski fakultetTY - CONF AU - Simonović, Vojislav AU - Korolija, Nenad AU - Milošević, Miloš AU - Zlatanović, Ivan AU - Šakota Rosić, Jovana PY - 2023 UR - https://machinery.mas.bg.ac.rs/handle/123456789/7786 AB - There are many physical and chemical properties of soil that can be measured and mapped. Such maps can be very important decision-making tools in precision agriculture. However, unlike yield maps and crop scouting maps, all other maps show a lower degree of reliability in terms of decision utility. Soil compaction is the most representative feature of the production plot from the domain of physical and chemical soil properties. This paper first presents an experiment designed to measure soil compaction, and then a mapping of the results in a commercial software. The test field with an area of one hectare was reduced to a control limit of 60 meters in width and 120 meters in length to ensure the uniformity of speed and other parameters. The resolution of the draft force measurement as an indicator of soil compaction was 50 Hz. This resulted in the existence of missing data on the draft force map itself, because several draft force values were related to one spatial coordinate manifested as longitude and latitude. The paper further shows the procedure of data smoothing and generation of complete maps without missing spatial data. C3 - The 6th International Symposium on Agricultural Engineering ISAE 2023 T1 - Case Of Study For Draft Force Map Smoothing In Precision Agriculture EP - 57 SP - 52 VL - 6 UR - https://hdl.handle.net/21.15107/rcub_machinery_7786 ER -
@conference{ author = "Simonović, Vojislav and Korolija, Nenad and Milošević, Miloš and Zlatanović, Ivan and Šakota Rosić, Jovana", year = "2023", abstract = "There are many physical and chemical properties of soil that can be measured and mapped. Such maps can be very important decision-making tools in precision agriculture. However, unlike yield maps and crop scouting maps, all other maps show a lower degree of reliability in terms of decision utility. Soil compaction is the most representative feature of the production plot from the domain of physical and chemical soil properties. This paper first presents an experiment designed to measure soil compaction, and then a mapping of the results in a commercial software. The test field with an area of one hectare was reduced to a control limit of 60 meters in width and 120 meters in length to ensure the uniformity of speed and other parameters. The resolution of the draft force measurement as an indicator of soil compaction was 50 Hz. This resulted in the existence of missing data on the draft force map itself, because several draft force values were related to one spatial coordinate manifested as longitude and latitude. The paper further shows the procedure of data smoothing and generation of complete maps without missing spatial data.", journal = "The 6th International Symposium on Agricultural Engineering ISAE 2023", title = "Case Of Study For Draft Force Map Smoothing In Precision Agriculture", pages = "57-52", volume = "6", url = "https://hdl.handle.net/21.15107/rcub_machinery_7786" }
Simonović, V., Korolija, N., Milošević, M., Zlatanović, I.,& Šakota Rosić, J.. (2023). Case Of Study For Draft Force Map Smoothing In Precision Agriculture. in The 6th International Symposium on Agricultural Engineering ISAE 2023, 6, 52-57. https://hdl.handle.net/21.15107/rcub_machinery_7786
Simonović V, Korolija N, Milošević M, Zlatanović I, Šakota Rosić J. Case Of Study For Draft Force Map Smoothing In Precision Agriculture. in The 6th International Symposium on Agricultural Engineering ISAE 2023. 2023;6:52-57. https://hdl.handle.net/21.15107/rcub_machinery_7786 .
Simonović, Vojislav, Korolija, Nenad, Milošević, Miloš, Zlatanović, Ivan, Šakota Rosić, Jovana, "Case Of Study For Draft Force Map Smoothing In Precision Agriculture" in The 6th International Symposium on Agricultural Engineering ISAE 2023, 6 (2023):52-57, https://hdl.handle.net/21.15107/rcub_machinery_7786 .