Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years
In the current study, we performed a soybean production spatial distribution analysis in Paraná State. Seven crop-year data, from 2003-04 to 2009-10, obtained from the Paraná Department of Agriculture and Supply (SEAB) were used to develop a Boxmap for each crop-year, show soybean production through...
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| Format: | Article |
| Language: | English |
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Sociedade Brasileira de Engenharia Agrícola
2014-08-01
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| Series: | Engenharia Agrícola |
| Subjects: | |
| Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162014000400015&tlng=en |
| _version_ | 1830201018067976192 |
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| author | Victor H. R. Prudente Carlos H. W. de Souza Erivelto Mercante Jerry A. Johann Miguel A. Uribe-Opazo |
| author_facet | Victor H. R. Prudente Carlos H. W. de Souza Erivelto Mercante Jerry A. Johann Miguel A. Uribe-Opazo |
| author_sort | Victor H. R. Prudente |
| collection | DOAJ |
| description | In the current study, we performed a soybean production spatial distribution analysis in Paraná State. Seven crop-year data, from 2003-04 to 2009-10, obtained from the Paraná Department of Agriculture and Supply (SEAB) were used to develop a Boxmap for each crop-year, show soybean production throughout this time interval. Moran's index was used to measure spatial autocorrelation among municipalities at an aggregate level, while LISA index local correlation. For each index, different contiguity matrix and order were used and there was a significance level study. As a result, we have showed spatial relationship among cities regarding the production, which allowed the indication of high and low production clusters. Finally, identifying main soybean-producing cities, what may provide supply chain members with information to strengthen the crop production in Paraná. |
| first_indexed | 2024-12-18T02:45:00Z |
| format | Article |
| id | doaj.art-ab3322497da249108cb4f694d3c9184f |
| institution | Directory Open Access Journal |
| issn | 0100-6916 |
| language | English |
| last_indexed | 2024-12-18T02:45:00Z |
| publishDate | 2014-08-01 |
| publisher | Sociedade Brasileira de Engenharia Agrícola |
| record_format | Article |
| series | Engenharia Agrícola |
| spelling | doaj.art-ab3322497da249108cb4f694d3c9184f2022-12-21T21:23:34ZengSociedade Brasileira de Engenharia AgrícolaEngenharia Agrícola0100-69162014-08-0134475576910.1590/S0100-69162014000400015Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-yearsVictor H. R. Prudente0Carlos H. W. de Souza1Erivelto Mercante2Jerry A. Johann3Miguel A. Uribe-Opazo4UNIOESTEUNIOESTEUNIOESTEUNIOESTEUNIOESTEIn the current study, we performed a soybean production spatial distribution analysis in Paraná State. Seven crop-year data, from 2003-04 to 2009-10, obtained from the Paraná Department of Agriculture and Supply (SEAB) were used to develop a Boxmap for each crop-year, show soybean production throughout this time interval. Moran's index was used to measure spatial autocorrelation among municipalities at an aggregate level, while LISA index local correlation. For each index, different contiguity matrix and order were used and there was a significance level study. As a result, we have showed spatial relationship among cities regarding the production, which allowed the indication of high and low production clusters. Finally, identifying main soybean-producing cities, what may provide supply chain members with information to strengthen the crop production in Paraná.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162014000400015&tlng=enspatial correlationMoran's IndexLISA index |
| spellingShingle | Victor H. R. Prudente Carlos H. W. de Souza Erivelto Mercante Jerry A. Johann Miguel A. Uribe-Opazo Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years Engenharia Agrícola spatial correlation Moran's Index LISA index |
| title | Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years |
| title_full | Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years |
| title_fullStr | Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years |
| title_full_unstemmed | Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years |
| title_short | Spatial statistics applied to soybean production data from Paraná State for 2003-04 to 2009-10 crop-years |
| title_sort | spatial statistics applied to soybean production data from parana state for 2003 04 to 2009 10 crop years |
| topic | spatial correlation Moran's Index LISA index |
| url | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162014000400015&tlng=en |
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