2019
Deployment and Verifications of the Spatial Filtering of Data Measured by Field Harvesters and Methods of Their Interpolation: Czech Cereal Fields between 2014 and 2018
ŘEZNÍK, Tomáš, Tomáš PAVELKA, Lukáš HERMAN, Šimon LEITGEB, Vojtěch LUKAS et. al.Základní údaje
Originální název
Deployment and Verifications of the Spatial Filtering of Data Measured by Field Harvesters and Methods of Their Interpolation: Czech Cereal Fields between 2014 and 2018
Autoři
ŘEZNÍK, Tomáš (203 Česká republika, garant, domácí), Tomáš PAVELKA (203 Česká republika, domácí), Lukáš HERMAN (203 Česká republika, domácí), Šimon LEITGEB (203 Česká republika, domácí), Vojtěch LUKAS (203 Česká republika) a Petr ŠIRŮČEK (203 Česká republika)
Vydání
Sensors, Basel, Switzerland, MDPI, 2019, 1424-8220
Další údaje
Jazyk
angličtina
Typ výsledku
Článek v odborném periodiku
Obor
10500 1.5. Earth and related environmental sciences
Stát vydavatele
Švýcarsko
Utajení
není předmětem státního či obchodního tajemství
Odkazy
Impakt faktor
Impact factor: 3.275
Kód RIV
RIV/00216224:14310/19:00111232
Organizační jednotka
Přírodovědecká fakulta
UT WoS
000503381500058
Klíčová slova anglicky
field harvester; yield mapping; sensor measurements; interpolation; data filtering
Štítky
Příznaky
Mezinárodní význam, Recenzováno
Změněno: 26. 3. 2020 13:52, Mgr. Marie Šípková, DiS.
Anotace
V originále
Yield mapping is a subject of research in (precision) agriculture and one of the primary concerns for farmers as it forms the basis of their income and has implications for subsidies and taxes. The presented approach involves deployment of field harvesters equipped with sensors that provide more detailed and spatially localized values than merely a sum of yields for the whole plot. The measurements from such sensors need to be filtered and subject to further processing, including interpolation, to facilitate follow-up interpretation. This paper aims to identify the relative differences between interpolations from (1) (field) measured data, (2) measured data that were globally filtered, and (3) measured data that were globally and locally filtered. All the measured data were obtained at a fully operational farm and are considered to represent a natural experiment. The revealed spatial patterns and recommendations regarding global and local filtering methods are presented at the end of the paper. Time investments into filtering techniques are also taken into account.
Návaznosti
MUNI/A/1576/2018, interní kód MU |
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818346, interní kód MU |
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