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GIS-Based Interactive Map to Improve Scheduling Beekeeping Activities
This research work presents a developed geographic information system-based interactive map application to support beekeeping activities. The interactive map includes various features such as flowering calendar, weather information, and information about plants, and has the option to link the hives...
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Published in: | Agriculture (Basel) 2023-03, Vol.13 (3), p.669 |
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description | This research work presents a developed geographic information system-based interactive map application to support beekeeping activities. The interactive map includes various features such as flowering calendar, weather information, and information about plants, and has the option to link the hives with remote monitoring system data observation. Data about the actual plants and areas are taken from the Latvian geographic information system (GIS) provided by the Rural Support Service of Latvia. Plants flowering data are prepared manually, based on agronomy data and flowering simulation throughout the year the data are developed and presented to the beekeepers. The developed flowering simulation provides an overview of the flowering plants in a specific region and at a certain time. This information can be used in various ways, including usage by the migratory beekeepers for selection and planning of potential foraging locations, other agricultural specialists, and the general public for educational needs. Free software environment for statistical computing and graphics R was used for the development of the solution. The interactive map application can be extended by different models, additional factors and parameters can be implemented to increase its potential application. This work was conducted within the Horizon 2020 FET project HIVEOPOLIS (Nr. 824069). |
doi_str_mv | 10.3390/agriculture13030669 |
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The interactive map includes various features such as flowering calendar, weather information, and information about plants, and has the option to link the hives with remote monitoring system data observation. Data about the actual plants and areas are taken from the Latvian geographic information system (GIS) provided by the Rural Support Service of Latvia. Plants flowering data are prepared manually, based on agronomy data and flowering simulation throughout the year the data are developed and presented to the beekeepers. The developed flowering simulation provides an overview of the flowering plants in a specific region and at a certain time. This information can be used in various ways, including usage by the migratory beekeepers for selection and planning of potential foraging locations, other agricultural specialists, and the general public for educational needs. Free software environment for statistical computing and graphics R was used for the development of the solution. The interactive map application can be extended by different models, additional factors and parameters can be implemented to increase its potential application. This work was conducted within the Horizon 2020 FET project HIVEOPOLIS (Nr. 824069).</description><identifier>ISSN: 2077-0472</identifier><identifier>EISSN: 2077-0472</identifier><identifier>DOI: 10.3390/agriculture13030669</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agriculture ; Agronomy ; Apiculture ; Beekeeping ; Bees ; Climate change ; Computer graphics ; Crops ; Decision making ; Environmental economics ; Flowering ; flowering calendar ; Flowers & plants ; Geographic information systems ; Geography ; Geospatial data ; GIS ; HIVEOPOLIS ; Honey ; interactive map ; Interactive systems ; Meteorological data ; Monitoring systems ; Open source software ; Operating systems ; Planning ; Plant nectar ; Plant reproduction ; Plants (botany) ; precision apiculture ; Remote monitoring ; Remote observing ; Remote sensing ; Seasons ; Simulation ; Visualization ; Weather</subject><ispartof>Agriculture (Basel), 2023-03, Vol.13 (3), p.669</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c493t-d6bc86cc43e4d66f259b43e059c9675b2fc0ca58b52a4a27ae20721ec4a7d1563</citedby><cites>FETCH-LOGICAL-c493t-d6bc86cc43e4d66f259b43e059c9675b2fc0ca58b52a4a27ae20721ec4a7d1563</cites><orcidid>0000-0002-6974-8653 ; 0009-0009-1657-5822</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2791552911/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2791552911?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Kotovs, Daniels</creatorcontrib><creatorcontrib>Zacepins, Aleksejs</creatorcontrib><title>GIS-Based Interactive Map to Improve Scheduling Beekeeping Activities</title><title>Agriculture (Basel)</title><description>This research work presents a developed geographic information system-based interactive map application to support beekeeping activities. The interactive map includes various features such as flowering calendar, weather information, and information about plants, and has the option to link the hives with remote monitoring system data observation. Data about the actual plants and areas are taken from the Latvian geographic information system (GIS) provided by the Rural Support Service of Latvia. Plants flowering data are prepared manually, based on agronomy data and flowering simulation throughout the year the data are developed and presented to the beekeepers. The developed flowering simulation provides an overview of the flowering plants in a specific region and at a certain time. This information can be used in various ways, including usage by the migratory beekeepers for selection and planning of potential foraging locations, other agricultural specialists, and the general public for educational needs. Free software environment for statistical computing and graphics R was used for the development of the solution. The interactive map application can be extended by different models, additional factors and parameters can be implemented to increase its potential application. This work was conducted within the Horizon 2020 FET project HIVEOPOLIS (Nr. 824069).</description><subject>Agriculture</subject><subject>Agronomy</subject><subject>Apiculture</subject><subject>Beekeeping</subject><subject>Bees</subject><subject>Climate change</subject><subject>Computer graphics</subject><subject>Crops</subject><subject>Decision making</subject><subject>Environmental economics</subject><subject>Flowering</subject><subject>flowering calendar</subject><subject>Flowers & plants</subject><subject>Geographic information systems</subject><subject>Geography</subject><subject>Geospatial data</subject><subject>GIS</subject><subject>HIVEOPOLIS</subject><subject>Honey</subject><subject>interactive map</subject><subject>Interactive systems</subject><subject>Meteorological data</subject><subject>Monitoring systems</subject><subject>Open source software</subject><subject>Operating systems</subject><subject>Planning</subject><subject>Plant nectar</subject><subject>Plant reproduction</subject><subject>Plants (botany)</subject><subject>precision apiculture</subject><subject>Remote monitoring</subject><subject>Remote observing</subject><subject>Remote sensing</subject><subject>Seasons</subject><subject>Simulation</subject><subject>Visualization</subject><subject>Weather</subject><issn>2077-0472</issn><issn>2077-0472</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptUctOwzAQjBBIIOALuETiHPArdnwsiEckEIfC2drYm-LSxsVxkPh7XIoQB7wHz65mZ8feojij5IJzTS5hEb2dVmmKSDnhREq9VxwxolRFhGL7f_BhcTqOS5KPprwh8qi4uWvn1RWM6Mp2SBjBJv-B5SNsyhTKdr2JIadz-4puWvlhUV4hviFutnC25frkcTwpDnpYjXj6cx8XL7c3z9f31cPTXXs9e6is0DxVTna2kdYKjsJJ2bNadxmTWlstVd2x3hILddPVDAQwBZidM4pWgHK0lvy4aHe6LsDSbKJfQ_w0Abz5LoS4MBCTtys0hDSqEQI6yPOsUI1zSmsrZIfIe-Gy1vlOKz_xfcIxmWWY4pDtG6Y0rWumKc2six1rAVnUD31I-Y9yOFx7Gwbsfa7PlOBCZoc6N_Bdg41hHCP2vzYpMdt9mX_2xb8A_NOKcw</recordid><startdate>20230301</startdate><enddate>20230301</enddate><creator>Kotovs, Daniels</creator><creator>Zacepins, Aleksejs</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SS</scope><scope>7ST</scope><scope>7T7</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>HCIFZ</scope><scope>M0K</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>SOI</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-6974-8653</orcidid><orcidid>https://orcid.org/0009-0009-1657-5822</orcidid></search><sort><creationdate>20230301</creationdate><title>GIS-Based Interactive Map to Improve Scheduling Beekeeping Activities</title><author>Kotovs, Daniels ; Zacepins, Aleksejs</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c493t-d6bc86cc43e4d66f259b43e059c9675b2fc0ca58b52a4a27ae20721ec4a7d1563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agriculture</topic><topic>Agronomy</topic><topic>Apiculture</topic><topic>Beekeeping</topic><topic>Bees</topic><topic>Climate change</topic><topic>Computer graphics</topic><topic>Crops</topic><topic>Decision making</topic><topic>Environmental economics</topic><topic>Flowering</topic><topic>flowering calendar</topic><topic>Flowers & plants</topic><topic>Geographic information systems</topic><topic>Geography</topic><topic>Geospatial data</topic><topic>GIS</topic><topic>HIVEOPOLIS</topic><topic>Honey</topic><topic>interactive map</topic><topic>Interactive systems</topic><topic>Meteorological data</topic><topic>Monitoring systems</topic><topic>Open source software</topic><topic>Operating systems</topic><topic>Planning</topic><topic>Plant nectar</topic><topic>Plant reproduction</topic><topic>Plants (botany)</topic><topic>precision apiculture</topic><topic>Remote monitoring</topic><topic>Remote observing</topic><topic>Remote sensing</topic><topic>Seasons</topic><topic>Simulation</topic><topic>Visualization</topic><topic>Weather</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kotovs, Daniels</creatorcontrib><creatorcontrib>Zacepins, Aleksejs</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Agricultural Science Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>SciTech Premium Collection</collection><collection>Agricultural Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environment Abstracts</collection><collection>DOAJÂ Directory of Open Access Journals</collection><jtitle>Agriculture (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kotovs, Daniels</au><au>Zacepins, Aleksejs</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>GIS-Based Interactive Map to Improve Scheduling Beekeeping Activities</atitle><jtitle>Agriculture (Basel)</jtitle><date>2023-03-01</date><risdate>2023</risdate><volume>13</volume><issue>3</issue><spage>669</spage><pages>669-</pages><issn>2077-0472</issn><eissn>2077-0472</eissn><abstract>This research work presents a developed geographic information system-based interactive map application to support beekeeping activities. 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subjects | Agriculture Agronomy Apiculture Beekeeping Bees Climate change Computer graphics Crops Decision making Environmental economics Flowering flowering calendar Flowers & plants Geographic information systems Geography Geospatial data GIS HIVEOPOLIS Honey interactive map Interactive systems Meteorological data Monitoring systems Open source software Operating systems Planning Plant nectar Plant reproduction Plants (botany) precision apiculture Remote monitoring Remote observing Remote sensing Seasons Simulation Visualization Weather |
title | GIS-Based Interactive Map to Improve Scheduling Beekeeping Activities |
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