{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T06:02:38Z","timestamp":1780380158595,"version":"3.54.1"},"reference-count":43,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2017,4,3]],"date-time":"2017-04-03T00:00:00Z","timestamp":1491177600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>The understanding of spatial dependence and distribution of agricultural production factors is a key issue for the territorial planning and regional development. This study evaluates the spatial-temporal dynamics of bean crops in Brazil over the period 1990\u20132013. Common bean (Phaseolus vulgaris L.) is one of the staple foods for the Brazilian population, with nationwide production and cultivated mostly by family farmers. The analyzed variables of this crop included harvested area, produced quantity, and average crop yield. We investigated spatial autocorrelations using the Global and Local Moran Index. The global spatial autocorrelation statistics demonstrated a general spatial dependence of bean production over Brazil, while the local spatial autocorrelation statistics detect statistically significant zones of high and low bean-production attributes. Maps of growth and acceleration rate of the variables were constructed, showing the areas that increased, decreased, or stagnated during the time series. The results showed a considerable reduction of the bean harvested area, but there were significant increases in produced quantity and average crop yield. Results showed distinct and significant patterns of bean-production variables in Brazilian territory over the different years. Regional differences and peculiarities are evident, emphasizing the need for directing investments to agricultural research and public policy.<\/jats:p>","DOI":"10.3390\/ijgi6040107","type":"journal-article","created":{"date-parts":[[2017,4,3]],"date-time":"2017-04-03T13:32:30Z","timestamp":1491226350000},"page":"107","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Spatial-Temporal Patterns of Bean Crop in Brazil over the Period 1990\u20132013"],"prefix":"10.3390","volume":"6","author":[{"given":"Augusto Monso","family":"Clemente","sequence":"first","affiliation":[{"name":"Empresa Brasileira de Pesquisa Agropecu\u00e1ria (EMBRAPA), Parque Esta\u00e7\u00e3o Biol\u00f3gica, PqEB s\/no. Bras\u00edlia DF 70770-901, Caixa Postal 8605, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0346-1684","authenticated-orcid":false,"given":"Osmar Ab\u00edlio de Carvalho","family":"J\u00fanior","sequence":"additional","affiliation":[{"name":"Departamento de Geografia, Campus Universit\u00e1rio Darcy Ribeiro, Universidade de Bras\u00edlia (UnB), Asa Norte, Bras\u00edlia DF 70910-900, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Renato Fontes","family":"Guimar\u00e3es","sequence":"additional","affiliation":[{"name":"Departamento de Geografia, Campus Universit\u00e1rio Darcy Ribeiro, Universidade de Bras\u00edlia (UnB), Asa Norte, Bras\u00edlia DF 70910-900, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9555-043X","authenticated-orcid":false,"given":"Concepta","family":"McManus","sequence":"additional","affiliation":[{"name":"Instituto de Ci\u00eancias Biol\u00f3gicas, Campus Universit\u00e1rio Darcy Ribeiro, Universidade de Bras\u00edlia (UnB), Asa Norte, Bras\u00edlia DF CEP 70910-900, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Caroline Machado Vasconcelos","family":"Turazi","sequence":"additional","affiliation":[{"name":"Empresa Brasileira de Pesquisa Agropecu\u00e1ria (EMBRAPA), Parque Esta\u00e7\u00e3o Biol\u00f3gica, PqEB s\/no. Bras\u00edlia DF 70770-901, Caixa Postal 8605, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Potira Meirelles","family":"Hermuche","sequence":"additional","affiliation":[{"name":"Departamento de Geografia, Campus Universit\u00e1rio Darcy Ribeiro, Universidade de Bras\u00edlia (UnB), Asa Norte, Bras\u00edlia DF 70910-900, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2017,4,3]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"38","DOI":"10.14452\/MR-061-04-2009-08_4","article-title":"The globalization of agribusiness and developing world food systems","volume":"61","author":"Wilkinson","year":"2009","journal-title":"Mon. 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