{"title":"A METHOD TO DEFINE A CELL SIZE OF REGULAR NETWORK FOR INFRASTRUCTURAL TERRITORY ZONING WITH PURPOSE OF FOREST FIRE PROTECTION","authors":"E. Podolskaia, D.V. Ershov, K. Kovganko","doi":"10.31509/2658-607x-202362-127","DOIUrl":null,"url":null,"abstract":"Infrastructural projects at regional scale are ones of the important components of modern digital economy. In relation to the forestry, the main objects that determine infrastructural load of the territory in the forestry are the networks of fire stations and forest roads with settlements and public roads. A method to define a cell size of a regular uniform rectangular grid based on the pixel size of MODIS-based vegetation raster is described. It is based on the statistics of number of settlements, fire stations and road sections, as well as road sections lengths. Exploratory regression was used to choose a cell size with a number of forest fires as a dependent variable and number of settlements, road segments and fires stations as independent variables. It was found that the most optimal size of regular grid cell for Krasnoyark Region (Kray) is 24 km2. Paper’s findings could be used in climate and economic projects to estimate infrastructural load.","PeriodicalId":237008,"journal":{"name":"Forest science issues","volume":"12 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Forest science issues","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31509/2658-607x-202362-127","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Infrastructural projects at regional scale are ones of the important components of modern digital economy. In relation to the forestry, the main objects that determine infrastructural load of the territory in the forestry are the networks of fire stations and forest roads with settlements and public roads. A method to define a cell size of a regular uniform rectangular grid based on the pixel size of MODIS-based vegetation raster is described. It is based on the statistics of number of settlements, fire stations and road sections, as well as road sections lengths. Exploratory regression was used to choose a cell size with a number of forest fires as a dependent variable and number of settlements, road segments and fires stations as independent variables. It was found that the most optimal size of regular grid cell for Krasnoyark Region (Kray) is 24 km2. Paper’s findings could be used in climate and economic projects to estimate infrastructural load.
区域范围内的基础设施项目是现代数字经济的重要组成部分之一。就林业而言,决定林业领域基础设施负荷的主要对象是消防站网络以及与居民点和公共道路相连的森林道路。本文介绍了一种根据基于 MODIS 的植被栅格的像素大小确定规则统一矩形网格单元大小的方法。该方法基于居民点、消防站和路段数量以及路段长度的统计数据。以森林火灾数量为因变量,以居民点、路段和消防站数量为自变量,采用探索回归法选择单元格大小。结果发现,克拉斯诺雅克地区(克雷)最理想的常规网格单元大小为 24 平方公里。本文的研究结果可用于气候和经济项目,以估算基础设施负荷。