Open AccessEnvironmental aspects of the integrated development of forest ecosystems: zoning and visualization of multidimensional data
Author(s) -
M V Kobalinskiy,
Konstantin V. Simonov,
Vasiliy Kuimov,
S V Kirillova
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/848/1/012131
Subject(s) - computer science , zoning , visualization , voronoi diagram , cluster analysis , process (computing) , data science , set (abstract data type) , data mining , artificial intelligence , engineering , mathematics , civil engineering , geometry , programming language , operating system
The research is devoted to the development of information and methodological support for assessing the interaction of objects and the degree of impact on the environment within the framework of the concept of sustainable development in relation to enterprises of forest ecosystems. As a computational toolkit of the zoning technique the work uses adapted clustering and visualization methods in the form of constructing a set of Voronoi and elastic maps. The key point in the research is the choice of indicators that take into account the most important features of the process under study. Purpose of the study: revealing hidden patterns in multidimensional data on processes and phenomena that are difficult to formalize. The stages of the proposed computational technique for zoning objects of interest are given on model examples for processing and visualizing the distribution of the selected indicators