Open AccessANALYSIS OF THE INFLUENCE OF CLIMATE FACTORS ON DIFFERENT CROPS USING MULTIVARIABLE ANALYSIS AND REMOTELY SENSED DATA
Author(s) -
Bojan Popović,
Igor Ruskovski,
Stevan Milovanov,
Miro Govedarica,
Dušan Jovanović
Publication year - 2020
Publication title -
savremena teorija i praksa u graditeljstvu
Language(s) - English
Resource type - Journals
ISSN - 2566-4484
DOI - 10.7251/stp2014127p
Subject(s) - multivariable calculus , precipitation , environmental science , vegetation (pathology) , insolation , cloud cover , climate change , phenology , climatology , meteorology , geography , agronomy , ecology , engineering , cloud computing , computer science , medicine , pathology , control engineering , geology , biology , operating system
Phenology modeling of the most common agricultural cultures based on time series of high spatialresolution satellite imagery and vegetation indices was conducted for several crop types. This datawas used as an indicator of crops state in the multivariable correlation model as dependent variables.The influence of climate factors (temperature, air pressure, precipitation, insolation, cloudiness andhumidity) on crops state was determined using multivariable correlation. This model allowsprediction of delayed influence of climate factors on plant health and state through the values ofNDVI.