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SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America
•Allows fast access to time series of MODIS vegetation indices in South America.•Presents a geospatial database model for quick queries and efficient updating.•Provides instantaneous time series reconstruction procedures.•Offers a free of charge web-based tool for supporting the land use and land co...
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Published in: | Computers and electronics in agriculture 2020-08, Vol.175, p.105516, Article 105516 |
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creator | Esquerdo, Júlio César Dalla Mora Antunes, João Francisco Gonçalves Coutinho, Alexandre Camargo Speranza, Eduardo Antonio Kondo, Andréia Akemi Santos, João Luis dos |
description | •Allows fast access to time series of MODIS vegetation indices in South America.•Presents a geospatial database model for quick queries and efficient updating.•Provides instantaneous time series reconstruction procedures.•Offers a free of charge web-based tool for supporting the land use and land cover monitoring.
Time series of satellite images have been widely used in a range of applications, specially involving the green biomass monitoring in the Earth surface. A set of land surface products, including images of vegetation indices (VI), is derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor since 2000. This paper reports the development of the Temporal Vegetation Analysis System (SATVeg), a free web-based tool designed to provide instantaneous access to temporal profiles of MODIS VI in South America. The system’s architecture is based on a geospatial database specially modeled to store the time series of images and ensure instantaneous queries and efficient updating. The results of the geospatial database modelling and respective response time for queries and updates, as well as the main functionalities of the system, are presented and discussed. Instantaneous reconstruction of time series provided by a set of filtering procedures is also related. Application examples of VI temporal profiles generated by SATVeg are presented and the system’s limitations are also discussed. Our results show the potential of the web-system for supporting a set of land use and land cover monitoring activities in South America through a simple and friendly user interface. |
doi_str_mv | 10.1016/j.compag.2020.105516 |
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Time series of satellite images have been widely used in a range of applications, specially involving the green biomass monitoring in the Earth surface. A set of land surface products, including images of vegetation indices (VI), is derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor since 2000. This paper reports the development of the Temporal Vegetation Analysis System (SATVeg), a free web-based tool designed to provide instantaneous access to temporal profiles of MODIS VI in South America. The system’s architecture is based on a geospatial database specially modeled to store the time series of images and ensure instantaneous queries and efficient updating. The results of the geospatial database modelling and respective response time for queries and updates, as well as the main functionalities of the system, are presented and discussed. Instantaneous reconstruction of time series provided by a set of filtering procedures is also related. Application examples of VI temporal profiles generated by SATVeg are presented and the system’s limitations are also discussed. Our results show the potential of the web-system for supporting a set of land use and land cover monitoring activities in South America through a simple and friendly user interface.</description><identifier>ISSN: 0168-1699</identifier><identifier>EISSN: 1872-7107</identifier><identifier>DOI: 10.1016/j.compag.2020.105516</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Earth surface ; Geospatial database ; Image reconstruction ; Land cover ; Land use ; Land-use monitoring ; MODIS ; Monitoring ; Queries ; Remote sensing ; Response time (computers) ; Satellite imagery ; Spectroradiometers ; Time series ; Vegetation</subject><ispartof>Computers and electronics in agriculture, 2020-08, Vol.175, p.105516, Article 105516</ispartof><rights>2020 Elsevier B.V.</rights><rights>Copyright Elsevier BV Aug 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c334t-1ebe8a20e592f67a9d5c59e30d86c9aae89b9e39dd19fd1d495964b40986f1713</citedby><cites>FETCH-LOGICAL-c334t-1ebe8a20e592f67a9d5c59e30d86c9aae89b9e39dd19fd1d495964b40986f1713</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Esquerdo, Júlio César Dalla Mora</creatorcontrib><creatorcontrib>Antunes, João Francisco Gonçalves</creatorcontrib><creatorcontrib>Coutinho, Alexandre Camargo</creatorcontrib><creatorcontrib>Speranza, Eduardo Antonio</creatorcontrib><creatorcontrib>Kondo, Andréia Akemi</creatorcontrib><creatorcontrib>Santos, João Luis dos</creatorcontrib><title>SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America</title><title>Computers and electronics in agriculture</title><description>•Allows fast access to time series of MODIS vegetation indices in South America.•Presents a geospatial database model for quick queries and efficient updating.•Provides instantaneous time series reconstruction procedures.•Offers a free of charge web-based tool for supporting the land use and land cover monitoring.
Time series of satellite images have been widely used in a range of applications, specially involving the green biomass monitoring in the Earth surface. A set of land surface products, including images of vegetation indices (VI), is derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor since 2000. This paper reports the development of the Temporal Vegetation Analysis System (SATVeg), a free web-based tool designed to provide instantaneous access to temporal profiles of MODIS VI in South America. The system’s architecture is based on a geospatial database specially modeled to store the time series of images and ensure instantaneous queries and efficient updating. The results of the geospatial database modelling and respective response time for queries and updates, as well as the main functionalities of the system, are presented and discussed. Instantaneous reconstruction of time series provided by a set of filtering procedures is also related. Application examples of VI temporal profiles generated by SATVeg are presented and the system’s limitations are also discussed. Our results show the potential of the web-system for supporting a set of land use and land cover monitoring activities in South America through a simple and friendly user interface.</description><subject>Earth surface</subject><subject>Geospatial database</subject><subject>Image reconstruction</subject><subject>Land cover</subject><subject>Land use</subject><subject>Land-use monitoring</subject><subject>MODIS</subject><subject>Monitoring</subject><subject>Queries</subject><subject>Remote sensing</subject><subject>Response time (computers)</subject><subject>Satellite imagery</subject><subject>Spectroradiometers</subject><subject>Time series</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>eNp9UMtOwzAQtBBIlMIfcLDEOcVOnMTmgFSVVyVQDy1wtBx7Uxy1cbGTIvh6XIUzh9VoRzOz2kHokpIJJbS4bibabXdqPUlJeqDynBZHaER5mSYlJeUxGkUZT2ghxCk6C6EhcRe8HKH35XT1BusbPMVfUCWVCmBw59wG187jvQ292tgf1VnXYlfjl8XdfIn3sIZu4GxrrIYQES9d333g6Ra81eocndRqE-DiD8fo9eF-NXtKnheP89n0OdFZxrqEQgVcpQRykdZFqYTJdS4gI4YXWigFXFRxFcZQURtqmMhFwSpGBC9qWtJsjK6G3J13nz2ETjau9208KVPGOIuTlVHFBpX2LgQPtdx5u1X-W1IiDxXKRg4VykOFcqgw2m4HG8QP9ha8DNpCq8FYD7qTxtn_A34BTDh6kA</recordid><startdate>202008</startdate><enddate>202008</enddate><creator>Esquerdo, Júlio César Dalla Mora</creator><creator>Antunes, João Francisco Gonçalves</creator><creator>Coutinho, Alexandre Camargo</creator><creator>Speranza, Eduardo Antonio</creator><creator>Kondo, Andréia Akemi</creator><creator>Santos, João Luis dos</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>202008</creationdate><title>SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America</title><author>Esquerdo, Júlio César Dalla Mora ; 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Time series of satellite images have been widely used in a range of applications, specially involving the green biomass monitoring in the Earth surface. A set of land surface products, including images of vegetation indices (VI), is derived from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor since 2000. This paper reports the development of the Temporal Vegetation Analysis System (SATVeg), a free web-based tool designed to provide instantaneous access to temporal profiles of MODIS VI in South America. The system’s architecture is based on a geospatial database specially modeled to store the time series of images and ensure instantaneous queries and efficient updating. The results of the geospatial database modelling and respective response time for queries and updates, as well as the main functionalities of the system, are presented and discussed. Instantaneous reconstruction of time series provided by a set of filtering procedures is also related. Application examples of VI temporal profiles generated by SATVeg are presented and the system’s limitations are also discussed. Our results show the potential of the web-system for supporting a set of land use and land cover monitoring activities in South America through a simple and friendly user interface.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.compag.2020.105516</doi></addata></record> |
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subjects | Earth surface Geospatial database Image reconstruction Land cover Land use Land-use monitoring MODIS Monitoring Queries Remote sensing Response time (computers) Satellite imagery Spectroradiometers Time series Vegetation |
title | SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America |
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