Application of Remote Sensing Data in Crop Yield and Quality: Systematic Literature Review

被引:0
|
作者
Cornak, Anton [1 ]
Delina, Radoslav [1 ]
机构
[1] Tech Univ Kosice, Fac Econ, Dept Banking & Investment, Kosice, Slovakia
关键词
satellite imagery; crop growth model; remote sensing; crop yield quality; precision agriculture; ESTIMATION MODEL; NEURAL-NETWORKS; CERES-WHEAT; MODIS-LAI; MAIZE; GROWTH; ASSIMILATION;
D O I
10.12776/QIP.V26I3.1708
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose: Covering current state of the art in the field of application of remotely sensed data in crop quality improvement. Methodology/Approach: Systematic literature review using novel text mining techniques.Findings: Relevance of topic, measured by number of relevant studies, is rising, best performing input data types and modelling techniques are identified.Research Limitation/Implication: Review to a certain point of time in a rapidly evolving field of research.Originality/Value of paper: There was no similar review article on the topic at the time of conducting this research.Category: Literature review
引用
收藏
页码:22 / 36
页数:15
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