Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação

Detalhes bibliográficos
Autor(a) principal: JIMÉNEZ, Anabel de los Ángeles Calva
Data de Publicação: 2018
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7762
Resumo: Irrigated agriculture contributes to food production, however, it consumes a huge amount of water. In irrigation, the soil moisture is one of the parameters that determines its efficiency allowing the optimization of water and energy. Therefore, the objective was to calibrate soil moisture sensors YL-69 to obtain calibration equations in four reference soils of the State of Pernambuco and to compare its accuracy with two ECH2O sensors in the estimation of soil moisture. Deformed and non-deformed soil samples were collected in the 0-0.40 m depth layer. The deformed samples were sifted in 4.75 mm mesh, stored in pots of 4.66 L maintaining the soil bulk density (1.29 Mg m-3 – Neossolo Regolítico, 1.45 Mg m-3 – Latossolo Amarelo, 1.54 Mg m-3 – Espodossolo Humilúvico and 1.23 Mg m-3 Argissolo Vermelho-Amarelo). For each soil, 5 pots were drilled in the base, filled with 5 cm of gravel and covered with a cover to prevent soil loss during drainage. An YL-69 sensor was installed in each vessel 3.5 cm deep. The sets (pot + gravel + bidim + soil + sensor) were weighed daily and the soil moisture readings were collected with the aid of an Arduino board. The weighings and the readings recorded by the sensors were carried out until the humidity variation of the soil mass became constant. There was a good correlation between the readings of measured volumetric moisture and the one estimated by the YL-69 sensor (R2 > 0.90 for all soils). The calibration results indicated that factory calibration errors can be reduced obtaining RMSE values  0.02 m3 m-3 for all soils. After calibration, the soil moisture measurements by the YL-69 sensor and the ECH2O probes in the studied soils were compatible. It was concluded that the soil moisture sensor YL-69 should be subjected to a specific calibration for the soil in question and could even replace the ECH2O probes in the humidity estimation from soil.
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spelling ALMEIDA, Ceres Duarte Guedes Cabral deALMEIDA, Ceres Duarte Guedes Cabral deMEDEIROS, Victor Wanderley Costa deBARROS, Alexandre Hugo CezarJIMÉNEZ, Anabel de los Ángeles Calva2018-12-06T11:32:39Z2018-11-30JIMÉNEZ, Anabel de los Ángeles Calva. Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação. 2018. 51 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7762Irrigated agriculture contributes to food production, however, it consumes a huge amount of water. In irrigation, the soil moisture is one of the parameters that determines its efficiency allowing the optimization of water and energy. Therefore, the objective was to calibrate soil moisture sensors YL-69 to obtain calibration equations in four reference soils of the State of Pernambuco and to compare its accuracy with two ECH2O sensors in the estimation of soil moisture. Deformed and non-deformed soil samples were collected in the 0-0.40 m depth layer. The deformed samples were sifted in 4.75 mm mesh, stored in pots of 4.66 L maintaining the soil bulk density (1.29 Mg m-3 – Neossolo Regolítico, 1.45 Mg m-3 – Latossolo Amarelo, 1.54 Mg m-3 – Espodossolo Humilúvico and 1.23 Mg m-3 Argissolo Vermelho-Amarelo). For each soil, 5 pots were drilled in the base, filled with 5 cm of gravel and covered with a cover to prevent soil loss during drainage. An YL-69 sensor was installed in each vessel 3.5 cm deep. The sets (pot + gravel + bidim + soil + sensor) were weighed daily and the soil moisture readings were collected with the aid of an Arduino board. The weighings and the readings recorded by the sensors were carried out until the humidity variation of the soil mass became constant. There was a good correlation between the readings of measured volumetric moisture and the one estimated by the YL-69 sensor (R2 > 0.90 for all soils). The calibration results indicated that factory calibration errors can be reduced obtaining RMSE values  0.02 m3 m-3 for all soils. After calibration, the soil moisture measurements by the YL-69 sensor and the ECH2O probes in the studied soils were compatible. It was concluded that the soil moisture sensor YL-69 should be subjected to a specific calibration for the soil in question and could even replace the ECH2O probes in the humidity estimation from soil.A agricultura irrigada contribui na produção de alimentos, porém, consome grande quantidade de água. Na irrigação, o teor de água no solo é um dos parâmetros que determina sua eficiência permitindo a otimização da água e energia. Assim, objetivou-se calibrar sensores de umidade do solo modelo YL-69 para obter equações de calibração em quatro solos de referência do estado de Pernambuco e comparar sua precisão com dois sensores ECH2O na estimativa da umidade do solo. Amostras de solo deformadas e não deformadas foram coletadas na camada 0-0,40 m de profundidade. As amostras deformadas foram peneiradas em malha de 4,75 mm, acondicionadas em vasos com volume útil 4,66 L mantendo-se a densidade do solo em campo (1,29 Mg m-3 – Neossolo Regolítico, 1,45 Mg m-3 – Latossolo Amarelo, 1,54 Mg m-3 – Espodossolo Humilúvico e 1,23 Mg m-3 – Argissolo Vermelho - Amarelo). Para cada solo foram usados 5 vasos perfurados na base, preenchidos com 5 cm de brita e cobertos com uma manta envoltória para evitar a perda do solo durante a drenagem. Um sensor YL-69 foi instalado em cada vaso a 3,5 cm de profundidade. Os conjuntos (vaso + brita + bidim + sensor + solo) foram pesados diariamente e as leituras de umidade do solo foram coletas com auxílio de uma placa Arduino. As pesagens e leituras registradas pelos sensores foram realizadas até que a variação da umidade da massa tornasse constante. Verificou-se boa correlação entre as leituras de umidade volumétrica medida e a estimada pelo sensor YL-69 (R2 > 0,90 para todos os solos). Os resultados da calibração indicaram que podem-se reduzir os erros da calibração de fábrica obtendo valores de RMSE  0,02 m3 m-3 para todos os solos. Após a calibração, as medidas de umidade do solo pelo sensor YL-69 e as sondas ECH2O nos solos estudados, foram compatíveis. Concluiu-se que o sensor de umidade do solo YL-69 deve ser submetido a calibração específica para os solos em questão podendo inclusive, substituir as sondas ECH2O na estimativa da umidade do solo.Submitted by Mario BC (mario@bc.ufrpe.br) on 2018-12-06T11:32:39Z No. of bitstreams: 1 Anabel de los Angeles Calva Jimenez.pdf: 1110502 bytes, checksum: 8ac3768b7ae7cda3908b0b6114d35088 (MD5)Made available in DSpace on 2018-12-06T11:32:39Z (GMT). No. of bitstreams: 1 Anabel de los Angeles Calva Jimenez.pdf: 1110502 bytes, checksum: 8ac3768b7ae7cda3908b0b6114d35088 (MD5) Previous issue date: 2018-11-30Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Engenharia AgrícolaUFRPEBrasilDepartamento de Engenharia AgrícolaIrrigaçãoSensor de umidadeSoloAgricultura de precisãoCIENCIAS AGRARIAS::ENGENHARIA AGRICOLACalibração do sensor de umidade do solo modelo YL-69 para manejo da irrigaçãoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-5347692450416052129600600600600-286211619635507967491854457215887615552075167498588264571info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALAnabel de los Angeles Calva Jimenez.pdfAnabel de los Angeles Calva Jimenez.pdfapplication/pdf1110502http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7762/2/Anabel+de+los+Angeles+Calva+Jimenez.pdf8ac3768b7ae7cda3908b0b6114d35088MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7762/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/77622018-12-06 08:32:39.167oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:36:05.626092Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
title Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
spellingShingle Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
JIMÉNEZ, Anabel de los Ángeles Calva
Irrigação
Sensor de umidade
Solo
Agricultura de precisão
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
title_full Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
title_fullStr Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
title_full_unstemmed Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
title_sort Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação
author JIMÉNEZ, Anabel de los Ángeles Calva
author_facet JIMÉNEZ, Anabel de los Ángeles Calva
author_role author
dc.contributor.advisor1.fl_str_mv ALMEIDA, Ceres Duarte Guedes Cabral de
dc.contributor.referee1.fl_str_mv ALMEIDA, Ceres Duarte Guedes Cabral de
dc.contributor.referee2.fl_str_mv MEDEIROS, Victor Wanderley Costa de
dc.contributor.referee3.fl_str_mv BARROS, Alexandre Hugo Cezar
dc.contributor.author.fl_str_mv JIMÉNEZ, Anabel de los Ángeles Calva
contributor_str_mv ALMEIDA, Ceres Duarte Guedes Cabral de
ALMEIDA, Ceres Duarte Guedes Cabral de
MEDEIROS, Victor Wanderley Costa de
BARROS, Alexandre Hugo Cezar
dc.subject.por.fl_str_mv Irrigação
Sensor de umidade
Solo
Agricultura de precisão
topic Irrigação
Sensor de umidade
Solo
Agricultura de precisão
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description Irrigated agriculture contributes to food production, however, it consumes a huge amount of water. In irrigation, the soil moisture is one of the parameters that determines its efficiency allowing the optimization of water and energy. Therefore, the objective was to calibrate soil moisture sensors YL-69 to obtain calibration equations in four reference soils of the State of Pernambuco and to compare its accuracy with two ECH2O sensors in the estimation of soil moisture. Deformed and non-deformed soil samples were collected in the 0-0.40 m depth layer. The deformed samples were sifted in 4.75 mm mesh, stored in pots of 4.66 L maintaining the soil bulk density (1.29 Mg m-3 – Neossolo Regolítico, 1.45 Mg m-3 – Latossolo Amarelo, 1.54 Mg m-3 – Espodossolo Humilúvico and 1.23 Mg m-3 Argissolo Vermelho-Amarelo). For each soil, 5 pots were drilled in the base, filled with 5 cm of gravel and covered with a cover to prevent soil loss during drainage. An YL-69 sensor was installed in each vessel 3.5 cm deep. The sets (pot + gravel + bidim + soil + sensor) were weighed daily and the soil moisture readings were collected with the aid of an Arduino board. The weighings and the readings recorded by the sensors were carried out until the humidity variation of the soil mass became constant. There was a good correlation between the readings of measured volumetric moisture and the one estimated by the YL-69 sensor (R2 > 0.90 for all soils). The calibration results indicated that factory calibration errors can be reduced obtaining RMSE values  0.02 m3 m-3 for all soils. After calibration, the soil moisture measurements by the YL-69 sensor and the ECH2O probes in the studied soils were compatible. It was concluded that the soil moisture sensor YL-69 should be subjected to a specific calibration for the soil in question and could even replace the ECH2O probes in the humidity estimation from soil.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-12-06T11:32:39Z
dc.date.issued.fl_str_mv 2018-11-30
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv JIMÉNEZ, Anabel de los Ángeles Calva. Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação. 2018. 51 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7762
identifier_str_mv JIMÉNEZ, Anabel de los Ángeles Calva. Calibração do sensor de umidade do solo modelo YL-69 para manejo da irrigação. 2018. 51 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.
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