Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau
•Reflectance of deciduous and coniferous forests.•Terrestrial measurements by a spectroradiometer.•Reflectance of forest vegetation with continuous smooth curves. Monitoring forests with satellite, remote sensors, and terrestrial measurements are active due to the forests’ great ecological and econo...
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creator | Milošević, Dušan M. Stević, Dragan M. Milošević, Mimica R. Jović, Srđan |
description | •Reflectance of deciduous and coniferous forests.•Terrestrial measurements by a spectroradiometer.•Reflectance of forest vegetation with continuous smooth curves.
Monitoring forests with satellite, remote sensors, and terrestrial measurements are active due to the forests’ great ecological and economic importance. The subject of our research is the reflectance of deciduous and coniferous forests, based on the results of terrestrial measurements by a spectroradiometer in the visible part of the electromagnetic spectrum (EMS) of 400–700 nm. One of the tasks is to show the reflectance of forest vegetation with continuous smooth curves obtained by constructed cubic splines. Interval mathematics was also used as mathematical support for obtaining the continuous representation of the center reflectance values and comparison with corresponding mean values of reflectance given by the spectroradiometer. The field of research is the Pester plateau, which represents the center of biodiversity in terms of richness and diversity of forest vegetation. Their center reflectance values higher than the corresponding values obtained using the spectroradiometer have been researched. Factor analysis of the reflectance of forests has been performed and two factors have been separated. This paper aims to find a mathematical model of forest reflection analysis that facilitates forest classification and, based on the range of the reflection, assessments the health status of the forest. |
doi_str_mv | 10.1016/j.compag.2020.105462 |
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Monitoring forests with satellite, remote sensors, and terrestrial measurements are active due to the forests’ great ecological and economic importance. The subject of our research is the reflectance of deciduous and coniferous forests, based on the results of terrestrial measurements by a spectroradiometer in the visible part of the electromagnetic spectrum (EMS) of 400–700 nm. One of the tasks is to show the reflectance of forest vegetation with continuous smooth curves obtained by constructed cubic splines. Interval mathematics was also used as mathematical support for obtaining the continuous representation of the center reflectance values and comparison with corresponding mean values of reflectance given by the spectroradiometer. The field of research is the Pester plateau, which represents the center of biodiversity in terms of richness and diversity of forest vegetation. Their center reflectance values higher than the corresponding values obtained using the spectroradiometer have been researched. Factor analysis of the reflectance of forests has been performed and two factors have been separated. This paper aims to find a mathematical model of forest reflection analysis that facilitates forest classification and, based on the range of the reflection, assessments the health status of the forest.</description><identifier>ISSN: 0168-1699</identifier><identifier>EISSN: 1872-7107</identifier><identifier>DOI: 10.1016/j.compag.2020.105462</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Biodiversity ; Computer simulation ; Cubic spline ; Environmental monitoring ; Factor analysis ; Forests ; Mathematical analysis ; Mathematical models ; Reflectance ; Reflection ; Remote monitoring ; Remote sensors ; Spectral measurement ; Spectral reflectance ; Spectroradiometers ; Spline functions ; Terrestrial measurements, environment ; Vegetation</subject><ispartof>Computers and electronics in agriculture, 2020-07, Vol.174, p.105462, Article 105462</ispartof><rights>2020 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jul 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c334t-ce9d3ca330ada5fe3ee55720a1ab0cf05abdf536f6de501a981a44202f6896e3</citedby><cites>FETCH-LOGICAL-c334t-ce9d3ca330ada5fe3ee55720a1ab0cf05abdf536f6de501a981a44202f6896e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.compag.2020.105462$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Milošević, Dušan M.</creatorcontrib><creatorcontrib>Stević, Dragan M.</creatorcontrib><creatorcontrib>Milošević, Mimica R.</creatorcontrib><creatorcontrib>Jović, Srđan</creatorcontrib><title>Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau</title><title>Computers and electronics in agriculture</title><description>•Reflectance of deciduous and coniferous forests.•Terrestrial measurements by a spectroradiometer.•Reflectance of forest vegetation with continuous smooth curves.
Monitoring forests with satellite, remote sensors, and terrestrial measurements are active due to the forests’ great ecological and economic importance. The subject of our research is the reflectance of deciduous and coniferous forests, based on the results of terrestrial measurements by a spectroradiometer in the visible part of the electromagnetic spectrum (EMS) of 400–700 nm. One of the tasks is to show the reflectance of forest vegetation with continuous smooth curves obtained by constructed cubic splines. Interval mathematics was also used as mathematical support for obtaining the continuous representation of the center reflectance values and comparison with corresponding mean values of reflectance given by the spectroradiometer. The field of research is the Pester plateau, which represents the center of biodiversity in terms of richness and diversity of forest vegetation. Their center reflectance values higher than the corresponding values obtained using the spectroradiometer have been researched. Factor analysis of the reflectance of forests has been performed and two factors have been separated. This paper aims to find a mathematical model of forest reflection analysis that facilitates forest classification and, based on the range of the reflection, assessments the health status of the forest.</description><subject>Biodiversity</subject><subject>Computer simulation</subject><subject>Cubic spline</subject><subject>Environmental monitoring</subject><subject>Factor analysis</subject><subject>Forests</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Reflectance</subject><subject>Reflection</subject><subject>Remote monitoring</subject><subject>Remote sensors</subject><subject>Spectral measurement</subject><subject>Spectral reflectance</subject><subject>Spectroradiometers</subject><subject>Spline functions</subject><subject>Terrestrial measurements, environment</subject><subject>Vegetation</subject><issn>0168-1699</issn><issn>1872-7107</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kEtPAyEUhYnRxFr9By5IXE-FYZ4uTJrGV1LjpntyC5dKM4URZpr476WOazfA5Z574HyE3HK24IxX9_uF8ocedouc5aersqjyMzLjTZ1nNWf1OZklWZPxqm0vyVWMe5bqtqlnRL97jZ11OwpO02gPYweD9Y56Q4dPpLFHNQToaEDTpSM4hdT48Nt0MIynHrqjDd4d0A0PdBkQaI9xwED7ZIYwXpMLA13Em799TjbPT5vVa7b-eHlbLdeZEqIYMoWtFgqEYKChNCgQy7LOGXDYMmVYCVttSlGZSmPJOLQNh6JImU3VtBWKObmbbPvgv8b0A7n3Y3DpRZkXhaiKMq1JVUwqFXyMKZbsgz1A-JacyRNOuZcTTnnCKSecaexxGsMU4GgxyKgsJhrahsRFam__N_gB7yaBcQ</recordid><startdate>202007</startdate><enddate>202007</enddate><creator>Milošević, Dušan M.</creator><creator>Stević, Dragan M.</creator><creator>Milošević, Mimica R.</creator><creator>Jović, Srđan</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>202007</creationdate><title>Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau</title><author>Milošević, Dušan M. ; Stević, Dragan M. ; Milošević, Mimica R. ; Jović, Srđan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c334t-ce9d3ca330ada5fe3ee55720a1ab0cf05abdf536f6de501a981a44202f6896e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Biodiversity</topic><topic>Computer simulation</topic><topic>Cubic spline</topic><topic>Environmental monitoring</topic><topic>Factor analysis</topic><topic>Forests</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Reflectance</topic><topic>Reflection</topic><topic>Remote monitoring</topic><topic>Remote sensors</topic><topic>Spectral measurement</topic><topic>Spectral reflectance</topic><topic>Spectroradiometers</topic><topic>Spline functions</topic><topic>Terrestrial measurements, environment</topic><topic>Vegetation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Milošević, Dušan M.</creatorcontrib><creatorcontrib>Stević, Dragan M.</creatorcontrib><creatorcontrib>Milošević, Mimica R.</creatorcontrib><creatorcontrib>Jović, Srđan</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Computers and electronics in agriculture</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Milošević, Dušan M.</au><au>Stević, Dragan M.</au><au>Milošević, Mimica R.</au><au>Jović, Srđan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau</atitle><jtitle>Computers and electronics in agriculture</jtitle><date>2020-07</date><risdate>2020</risdate><volume>174</volume><spage>105462</spage><pages>105462-</pages><artnum>105462</artnum><issn>0168-1699</issn><eissn>1872-7107</eissn><abstract>•Reflectance of deciduous and coniferous forests.•Terrestrial measurements by a spectroradiometer.•Reflectance of forest vegetation with continuous smooth curves.
Monitoring forests with satellite, remote sensors, and terrestrial measurements are active due to the forests’ great ecological and economic importance. The subject of our research is the reflectance of deciduous and coniferous forests, based on the results of terrestrial measurements by a spectroradiometer in the visible part of the electromagnetic spectrum (EMS) of 400–700 nm. One of the tasks is to show the reflectance of forest vegetation with continuous smooth curves obtained by constructed cubic splines. Interval mathematics was also used as mathematical support for obtaining the continuous representation of the center reflectance values and comparison with corresponding mean values of reflectance given by the spectroradiometer. The field of research is the Pester plateau, which represents the center of biodiversity in terms of richness and diversity of forest vegetation. Their center reflectance values higher than the corresponding values obtained using the spectroradiometer have been researched. Factor analysis of the reflectance of forests has been performed and two factors have been separated. This paper aims to find a mathematical model of forest reflection analysis that facilitates forest classification and, based on the range of the reflection, assessments the health status of the forest.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.compag.2020.105462</doi></addata></record> |
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subjects | Biodiversity Computer simulation Cubic spline Environmental monitoring Factor analysis Forests Mathematical analysis Mathematical models Reflectance Reflection Remote monitoring Remote sensors Spectral measurement Spectral reflectance Spectroradiometers Spline functions Terrestrial measurements, environment Vegetation |
title | Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau |
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