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Registro Completo |
Biblioteca(s): |
Embrapa Agricultura Digital. |
Data corrente: |
23/12/2015 |
Data da última atualização: |
07/01/2020 |
Tipo da produção científica: |
Artigo em Anais de Congresso |
Autoria: |
CHINO, D. Y. T.; GONCALVES, R. R. V.; ROMANI, L. A. S.; TRAINA JÚNIOR, C.; TRAINA, A. J. M. |
Afiliação: |
DANIEL Y. T.CHINO, ICMC/USP; RENATA R. V. GONCALVES, Cepagri/Unicamp; LUCIANA ALVIM SANTOS ROMANI, CNPTIA; CAETANO TRAINA JÚNIOR, ICMC/USP; AGMA J. M. TRAINA, ICMC/USP. |
Título: |
Discovering frequent patterns on agrometeorological data with TrieMotif. |
Ano de publicação: |
2015 |
Fonte/Imprenta: |
In: INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, 16., 2014, Lisbon. Enterprise information systems: ICEIS 2014: revised selected papers. Switzerland: Springer, 2015. |
Páginas: |
p. 91-107. |
Série: |
(Lecture notes in business information processing, 227). |
DOI: |
10.1007/978-3-319-22348-3 |
Idioma: |
Inglês |
Notas: |
Editores: José Cordeiro, Slimane Hammoudi, Leszek Maciaszek, Olivier Camp, Joaquim Filipe. |
Conteúdo: |
The "food safety" issue has concerned governments from several countries. The accurate monitoring of agriculture have become important specially due to climate change impacts. In this context, the development of new technologies for monitoring are crucial. Finding previously unknown patterns that frequently occur on time series, known as motifs, is a core task to mine the collected data. In this work we present a method that allows a fast and accurate time series motif discovery. From the experiments we can see that our approach is able to efficiently find motifs even when the size of the time series goes longer. We also evaluated our method using real data time series extracted from remote sensing images regarding sugarcane crops. Our proposed method was able to find relevant patterns, as sugarcane cycles and other land covers inside the same area, which are really useful for data analysis. |
Palavras-Chave: |
Dados agrometeorológicos; Frequent motif; Remote sensing image; Séries temporais. |
Thesagro: |
Análise de dados. |
Thesaurus Nal: |
Data analysis; Remote sensing; Time series analysis. |
Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
Marc: |
LEADER 02051nam a2200301 a 4500 001 2032322 005 2020-01-07 008 2015 bl uuuu u00u1 u #d 024 7 $a10.1007/978-3-319-22348-3$2DOI 100 1 $aCHINO, D. Y. T. 245 $aDiscovering frequent patterns on agrometeorological data with TrieMotif.$h[electronic resource] 260 $aIn: INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, 16., 2014, Lisbon. Enterprise information systems: ICEIS 2014: revised selected papers. Switzerland: Springer$c2015 300 $ap. 91-107. 490 $a(Lecture notes in business information processing, 227). 500 $aEditores: José Cordeiro, Slimane Hammoudi, Leszek Maciaszek, Olivier Camp, Joaquim Filipe. 520 $aThe "food safety" issue has concerned governments from several countries. The accurate monitoring of agriculture have become important specially due to climate change impacts. In this context, the development of new technologies for monitoring are crucial. Finding previously unknown patterns that frequently occur on time series, known as motifs, is a core task to mine the collected data. In this work we present a method that allows a fast and accurate time series motif discovery. From the experiments we can see that our approach is able to efficiently find motifs even when the size of the time series goes longer. We also evaluated our method using real data time series extracted from remote sensing images regarding sugarcane crops. Our proposed method was able to find relevant patterns, as sugarcane cycles and other land covers inside the same area, which are really useful for data analysis. 650 $aData analysis 650 $aRemote sensing 650 $aTime series analysis 650 $aAnálise de dados 653 $aDados agrometeorológicos 653 $aFrequent motif 653 $aRemote sensing image 653 $aSéries temporais 700 1 $aGONCALVES, R. R. V. 700 1 $aROMANI, L. A. S. 700 1 $aTRAINA JÚNIOR, C. 700 1 $aTRAINA, A. J. M.
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Embrapa Agricultura Digital (CNPTIA) |
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| Acesso ao texto completo restrito à biblioteca da Embrapa Instrumentação. Para informações adicionais entre em contato com cnpdia.biblioteca@embrapa.br. |
Registro Completo
Biblioteca(s): |
Embrapa Instrumentação. |
Data corrente: |
23/11/2022 |
Data da última atualização: |
23/11/2022 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Circulação/Nível: |
A - 1 |
Autoria: |
VALLE, S. F.; GIROTO, A. S.; KLAIC, R.; BEVILAQUA, D.; RIBEIRO, C. |
Afiliação: |
CAUE RIBEIRO DE OLIVEIRA, CNPDIA. |
Título: |
Co-application of porous polysulfde pellets with acidithiobacillus thiooxidans improves sulfate availability in soil. |
Ano de publicação: |
2022 |
Fonte/Imprenta: |
Journal of Polymers and the Environment, v. 30, 2022. |
Páginas: |
4571?4579 |
DOI: |
https://doi.org/10.1007/s10924-022-02520-3 |
Idioma: |
Inglês |
Conteúdo: |
Sulfur (S) fertilization is necessary to overcome the low availability of this essential nutrient in agricultural soils. Although elemental sulfur (S8) pellets are often used, they tend to be poorly efective due to their low oxidation rate to sulfate, the form assimilated by plants. Here we designed highly porous polysulfde pellets (PolyS-porous) as S fertilizers with higher surface area for oxidation, aiming to improve sulfate delivery. A porosity of nearly 50% was achieved via inverse vulcanization of soybean oil and S8 in the presence of a salt porogen. A culture medium test with S-oxidizing bacterium Acidithiobacillus thiooxidans revealed PolyS-porous had a faster initial oxidation than S8-pellet, reaching respectively 57% and 20% at the end of 10 days. Sulfate released from PolyS-porous in soil was 3 times higher than from S8-pellet in 30 days, and PolyS-porous co-application with A. thiooxidans achieved twice as much. Overall, the results from this study demonstrated the potential of porous polysulfde pellets as sulfur fertilizers with improved efciency, especially when combined with A. thiooxidans. |
Palavras-Chave: |
Macronutrient; Salt porogen. |
Categoria do assunto: |
-- |
Marc: |
LEADER 01801naa a2200217 a 4500 001 2148641 005 2022-11-23 008 2022 bl uuuu u00u1 u #d 024 7 $ahttps://doi.org/10.1007/s10924-022-02520-3$2DOI 100 1 $aVALLE, S. F. 245 $aCo-application of porous polysulfde pellets with acidithiobacillus thiooxidans improves sulfate availability in soil.$h[electronic resource] 260 $c2022 300 $a4571?4579 520 $aSulfur (S) fertilization is necessary to overcome the low availability of this essential nutrient in agricultural soils. Although elemental sulfur (S8) pellets are often used, they tend to be poorly efective due to their low oxidation rate to sulfate, the form assimilated by plants. Here we designed highly porous polysulfde pellets (PolyS-porous) as S fertilizers with higher surface area for oxidation, aiming to improve sulfate delivery. A porosity of nearly 50% was achieved via inverse vulcanization of soybean oil and S8 in the presence of a salt porogen. A culture medium test with S-oxidizing bacterium Acidithiobacillus thiooxidans revealed PolyS-porous had a faster initial oxidation than S8-pellet, reaching respectively 57% and 20% at the end of 10 days. Sulfate released from PolyS-porous in soil was 3 times higher than from S8-pellet in 30 days, and PolyS-porous co-application with A. thiooxidans achieved twice as much. Overall, the results from this study demonstrated the potential of porous polysulfde pellets as sulfur fertilizers with improved efciency, especially when combined with A. thiooxidans. 653 $aMacronutrient 653 $aSalt porogen 700 1 $aGIROTO, A. S. 700 1 $aKLAIC, R. 700 1 $aBEVILAQUA, D. 700 1 $aRIBEIRO, C. 773 $tJournal of Polymers and the Environment$gv. 30, 2022.
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