Estimation of the spatial distribution of spring barley yield using ground-based and satellite spectrophotometric data

Autor:	I.Yu. Botvich, V.K. Ivchenko, T N Demianenko, D V Yemelianov, Anatoly P. Shevyrnogov, A. A. Larko
Rok vydání:	2019
Předmět:	Environmental science Satellite Seeding Vegetation Precision agriculture Spatial distribution Image resolution Yield mapping Normalized Difference Vegetation Index Remote sensing
Zdroj:	IOP Conference Series: Earth and Environmental Science. 315:032023
ISSN:	1755-1315 1755-1307
DOI:	10.1088/1755-1315/315/3/032023
Popis:	The article presents a method for estimating the spatial distribution of spring barley yield, based on the use of optical ground and satellite spectral data (PlanetScope data with a spatial resolution of 3 meters). This approach is highly relevant for the development of precision agriculture technologies. Yield mapping is carried out on the basis of data on the spatial distribution of the actual yield and the spatial distribution of the spectral optical characteristics. The method’s characteristic feature is the use of the integral values of vegetation indices (NDVI, MSAVI2, ClGreen) at various stages of crop development. The method was tested on the basis of stationary field experience, where traditional agriculture (deep plowing) is compared with resource-saving technologies (subsurface and surface plowing, and direct seeding with zero tillage).
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4e53865b0c52403bbf820131f8ee8f3b https://doi.org/10.1088/1755-1315/315/3/032023 Zobrazit plný text záznamu