Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra
| Ano de defesa: | 2021 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | , |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| dARK ID: | ark:/57462/001300000bn07 |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal Rural de Pernambuco
|
| Programa de Pós-Graduação: |
Programa de Pós-Graduação em Engenharia Agrícola
|
| Departamento: |
Departamento de Engenharia Agrícola
|
| País: |
Brasil
|
| Palavras-chave em Português: | |
| Área do conhecimento CNPq: | |
| Link de acesso: | http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9089 |
Resumo: | The biggest challenge in irrigated agriculture is the quick and accurate determination of the soil water content, for the rational and efficient use. Thus, the study of equipment that estimate soil water content is fundamental for irrigation. The objective of this research was to calibrate and evaluate the performance of the Diviner 2000 capacitance probe, in estimating the irrigation depth in the cultivation of crisp lettuce, irrigated with brackish and non-brackish water, seeking to verify its sensitivity in comparison with the standard method Penman-Monteith FAO ( PM-FAO). The research was carried out in the experimental area of the Agricultural Engineering Post-Graduate Program at the Federal Rural University of Pernambuco. In the first experiment was performed the Diviner 2000 probe calibration in a greenhouse, with Spodosol collected from the municipality of Goiana-PE, in the 0 - 0.20 m depth. The soil was packed in pots, then saturated by capillarity, with water of electrical conductivity (CE) of 0.24 dS m-1 (TA) and 6.4 dS m-1 (TB), separately in four pots for each. Then, a probe access tube was installed in each pot and daily, the pots were weighed on a precision scale and readings were carried out via the probe, until the daily variation in the mass became constant. The calibration equation was obtained through the regression analysis between volumetric soil water content measured and estimated by the probe. R2 values were 0.98 for TA and 0.95 for TB. After calibration, there was a reduction in the RMSE values and an improvement in the agreement index (d > 0.97). In the second experiment, the performance of Diviner compared to PM-FAO was evaluated. Therefore, 20 pots were used to growth curly lettuce. The treatments consisted of two levels of salinity irrigation water (TA and TB) and two systems for determining the irrigation depth (via climate-PM-FAO and via soil-probe Diviner 2000). The experimental design used was completely randomized in a 2 x 2 factorial scheme, with five replications. At the 41 days after transplanting the harvest was done and the plants was evaluated according to: number of total leaves (NF), head diameter (DC), stem diameter (DAC), plant height (AP), root length (CR), aerial fresh mass (MFPA), aerial dry mass (MSPA). The data were submitted to analysis of variance and when significance was detected by the F test, the means were submitted to the Tukey test (p <0.05). Based on the results, there was no effect, in the lettuce biometric variables, of the interaction between irrigation water salinity and irrigation management at 1% probability by the F test. The use of non-brackish irrigation water (EC=0.24 dS m-1) in the crisp lettuce, provided greater crop development, when compared to the treatment with brackish irrigation water, regardless of the form of determination of the irrigation depth. |
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ALMEIDA, Ceres Duarte Guedes Cabral deBARROS, Alexandre Hugo CezarSANTOS JÚNIOR, José AmiltonUYEDA, Claudio Augustohttp://lattes.cnpq.br/7794009095730725SANTOS, José Ediclécio Barbosa dos2023-06-16T15:52:06Z2021-02-22SANTOS, José Ediclécio Barbosa dos. Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra. 2021. 68 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9089ark:/57462/001300000bn07The biggest challenge in irrigated agriculture is the quick and accurate determination of the soil water content, for the rational and efficient use. Thus, the study of equipment that estimate soil water content is fundamental for irrigation. The objective of this research was to calibrate and evaluate the performance of the Diviner 2000 capacitance probe, in estimating the irrigation depth in the cultivation of crisp lettuce, irrigated with brackish and non-brackish water, seeking to verify its sensitivity in comparison with the standard method Penman-Monteith FAO ( PM-FAO). The research was carried out in the experimental area of the Agricultural Engineering Post-Graduate Program at the Federal Rural University of Pernambuco. In the first experiment was performed the Diviner 2000 probe calibration in a greenhouse, with Spodosol collected from the municipality of Goiana-PE, in the 0 - 0.20 m depth. The soil was packed in pots, then saturated by capillarity, with water of electrical conductivity (CE) of 0.24 dS m-1 (TA) and 6.4 dS m-1 (TB), separately in four pots for each. Then, a probe access tube was installed in each pot and daily, the pots were weighed on a precision scale and readings were carried out via the probe, until the daily variation in the mass became constant. The calibration equation was obtained through the regression analysis between volumetric soil water content measured and estimated by the probe. R2 values were 0.98 for TA and 0.95 for TB. After calibration, there was a reduction in the RMSE values and an improvement in the agreement index (d > 0.97). In the second experiment, the performance of Diviner compared to PM-FAO was evaluated. Therefore, 20 pots were used to growth curly lettuce. The treatments consisted of two levels of salinity irrigation water (TA and TB) and two systems for determining the irrigation depth (via climate-PM-FAO and via soil-probe Diviner 2000). The experimental design used was completely randomized in a 2 x 2 factorial scheme, with five replications. At the 41 days after transplanting the harvest was done and the plants was evaluated according to: number of total leaves (NF), head diameter (DC), stem diameter (DAC), plant height (AP), root length (CR), aerial fresh mass (MFPA), aerial dry mass (MSPA). The data were submitted to analysis of variance and when significance was detected by the F test, the means were submitted to the Tukey test (p <0.05). Based on the results, there was no effect, in the lettuce biometric variables, of the interaction between irrigation water salinity and irrigation management at 1% probability by the F test. The use of non-brackish irrigation water (EC=0.24 dS m-1) in the crisp lettuce, provided greater crop development, when compared to the treatment with brackish irrigation water, regardless of the form of determination of the irrigation depth.O maior desafio na agricultura irrigada é a determinação rápida e precisa do teor de água no solo, para seu uso racional e eficiente. Deste modo, o estudo de equipamentos que estimem a umidade do solo é fundamental para a irrigação. O objetivo desta pesquisa foi calibrar e avaliar a performance da sonda de capacitância Diviner 2000, na estimativa da lâmina de irrigação no cultivo da alface crespa, irrigada com águas salobra e não salobra buscando verificar sua sensibilidade em comparação ao método padrão Penman-Monteith FAO (PM-FAO). A pesquisa foi realizada na área experimental do Programa de Pós-Graduação em Engenharia Agrícola da Universidade Federal Rural de Pernambuco. No primeiro experimento foi realizada a calibração da sonda Diviner 2000 em casa de vegetação, com um Espodossolo coletado no município de Goiana-PE, na profundidade de 0 a 0,20 m. O solo foi acondicionado em vasos, saturado por capilaridade, com água de condutividade elétrica (CE) de 0,24 dS m-1 (TA) e 6,4 dS m-1 (TB), separadamente, em quatro vasos para cada. Em seguida, foi instalado um tubo de acesso para sonda em cada vaso e, diariamente, os vasos eram pesados numa balança de precisão e as leituras realizadas via sonda, até que a variação diária da massa se tornasse constante. A equação de calibração foi obtida por meio da análise de regressão entre umidade volumétrica medida e estimada pela sonda. Os valores de R2 foram 0,98 para o TA e 0,95 para o TB. Após a calibração, houve redução nos valores de RMSE e melhoria no índice de concordância (d > 0,97). No segundo experimento, avaliou-se a performance da Diviner em comparação com PM-FAO. Para tanto, utilizou-se 20 vasos para o plantio da alface crespa. Os tratamentos constituíram na utilização de água não salobra e água salobra para irrigação (TA e TB) e dois sistemas de determinação da lâmina diária (via clima-PM-FAO e via solo-sonda Diviner 2000). O delineamento experimental utilizado foi inteiramente casualizado em esquema fatorial 2 x 2, com cinco repetições. As alfaces foram colhidas e avaliadas conforme: número de folhas totais (NF), diâmetro da cabeça (DC), diâmetro do caule (DCA), altura da planta (AP), comprimento da raiz (CR), massa fresca da parte aérea (MFPA), massa da matéria seca da parte aérea (MSPA). Os dados foram submetidos à análise de variância e quando detectada significância pelo teste F, as médias foram submetidas ao teste de Tukey (p < 0,05). Com base nos resultados, não houve efeito, nas variáveis biométricas da alface, da interação entre salinidade da água de irrigação e o manejo de irrigação a 1% de probabilidade pelo teste F. O uso de água não salobra (CE=0,24 dS m-1) na irrigação da alface crespa, proporcionou maior desenvolvimento das plantas, quando comparado ao tratamento com água salobra, independente da forma de determinação da lâmina de irrigação.Submitted by (ana.araujo@ufrpe.br) on 2023-06-16T15:52:06Z No. of bitstreams: 1 Jose Ediclecio Barbosa dos Santos.pdf: 1397019 bytes, checksum: 2398decd7631fd659d0c77445745a88f (MD5)Made available in DSpace on 2023-06-16T15:52:06Z (GMT). No. of bitstreams: 1 Jose Ediclecio Barbosa dos Santos.pdf: 1397019 bytes, checksum: 2398decd7631fd659d0c77445745a88f (MD5) Previous issue date: 2021-02-22application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Engenharia AgrícolaUFRPEBrasilDepartamento de Engenharia AgrícolaAlfaceIrrigaçãoÁgua salinaUmidade do soloSensor de umidadeCIENCIAS AGRARIAS::ENGENHARIA AGRICOLACalibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobrainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-5347692450416052129600600600-28621161963550796749185445721588761555info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALJose Ediclecio Barbosa dos Santos.pdfJose Ediclecio Barbosa dos Santos.pdfapplication/pdf1397019http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9089/2/Jose+Ediclecio+Barbosa+dos+Santos.pdf2398decd7631fd659d0c77445745a88fMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9089/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/90892023-06-22 12:13:45.162oai: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:2023-06-22T15:13:45Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false |
| dc.title.por.fl_str_mv |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| title |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| spellingShingle |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra SANTOS, José Ediclécio Barbosa dos Alface Irrigação Água salina Umidade do solo Sensor de umidade CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
| title_short |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| title_full |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| title_fullStr |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| title_full_unstemmed |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| title_sort |
Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra |
| author |
SANTOS, José Ediclécio Barbosa dos |
| author_facet |
SANTOS, José Ediclécio Barbosa dos |
| author_role |
author |
| dc.contributor.advisor1.fl_str_mv |
ALMEIDA, Ceres Duarte Guedes Cabral de |
| dc.contributor.advisor-co1.fl_str_mv |
BARROS, Alexandre Hugo Cezar |
| dc.contributor.referee1.fl_str_mv |
SANTOS JÚNIOR, José Amilton |
| dc.contributor.referee2.fl_str_mv |
UYEDA, Claudio Augusto |
| dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/7794009095730725 |
| dc.contributor.author.fl_str_mv |
SANTOS, José Ediclécio Barbosa dos |
| contributor_str_mv |
ALMEIDA, Ceres Duarte Guedes Cabral de BARROS, Alexandre Hugo Cezar SANTOS JÚNIOR, José Amilton UYEDA, Claudio Augusto |
| dc.subject.por.fl_str_mv |
Alface Irrigação Água salina Umidade do solo Sensor de umidade |
| topic |
Alface Irrigação Água salina Umidade do solo Sensor de umidade CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
| dc.subject.cnpq.fl_str_mv |
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA |
| description |
The biggest challenge in irrigated agriculture is the quick and accurate determination of the soil water content, for the rational and efficient use. Thus, the study of equipment that estimate soil water content is fundamental for irrigation. The objective of this research was to calibrate and evaluate the performance of the Diviner 2000 capacitance probe, in estimating the irrigation depth in the cultivation of crisp lettuce, irrigated with brackish and non-brackish water, seeking to verify its sensitivity in comparison with the standard method Penman-Monteith FAO ( PM-FAO). The research was carried out in the experimental area of the Agricultural Engineering Post-Graduate Program at the Federal Rural University of Pernambuco. In the first experiment was performed the Diviner 2000 probe calibration in a greenhouse, with Spodosol collected from the municipality of Goiana-PE, in the 0 - 0.20 m depth. The soil was packed in pots, then saturated by capillarity, with water of electrical conductivity (CE) of 0.24 dS m-1 (TA) and 6.4 dS m-1 (TB), separately in four pots for each. Then, a probe access tube was installed in each pot and daily, the pots were weighed on a precision scale and readings were carried out via the probe, until the daily variation in the mass became constant. The calibration equation was obtained through the regression analysis between volumetric soil water content measured and estimated by the probe. R2 values were 0.98 for TA and 0.95 for TB. After calibration, there was a reduction in the RMSE values and an improvement in the agreement index (d > 0.97). In the second experiment, the performance of Diviner compared to PM-FAO was evaluated. Therefore, 20 pots were used to growth curly lettuce. The treatments consisted of two levels of salinity irrigation water (TA and TB) and two systems for determining the irrigation depth (via climate-PM-FAO and via soil-probe Diviner 2000). The experimental design used was completely randomized in a 2 x 2 factorial scheme, with five replications. At the 41 days after transplanting the harvest was done and the plants was evaluated according to: number of total leaves (NF), head diameter (DC), stem diameter (DAC), plant height (AP), root length (CR), aerial fresh mass (MFPA), aerial dry mass (MSPA). The data were submitted to analysis of variance and when significance was detected by the F test, the means were submitted to the Tukey test (p <0.05). Based on the results, there was no effect, in the lettuce biometric variables, of the interaction between irrigation water salinity and irrigation management at 1% probability by the F test. The use of non-brackish irrigation water (EC=0.24 dS m-1) in the crisp lettuce, provided greater crop development, when compared to the treatment with brackish irrigation water, regardless of the form of determination of the irrigation depth. |
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2021 |
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2021-02-22 |
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2023-06-16T15:52:06Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/masterThesis |
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masterThesis |
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publishedVersion |
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SANTOS, José Ediclécio Barbosa dos. Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra. 2021. 68 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife. |
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http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9089 |
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ark:/57462/001300000bn07 |
| identifier_str_mv |
SANTOS, José Ediclécio Barbosa dos. Calibração e desempenho da sonda Diviner 2000 no cultivo da alface irrigada com água salobra. 2021. 68 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife. ark:/57462/001300000bn07 |
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http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9089 |
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por |
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por |
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600 600 600 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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Universidade Federal Rural de Pernambuco |
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Programa de Pós-Graduação em Engenharia Agrícola |
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UFRPE |
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Brasil |
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Departamento de Engenharia Agrícola |
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Universidade Federal Rural de Pernambuco |
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Biblioteca Digital de Teses e Dissertações da UFRPE |
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http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9089/2/Jose+Ediclecio+Barbosa+dos+Santos.pdf http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9089/1/license.txt |
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MD5 MD5 |
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Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE) |
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bdtd@ufrpe.br ||bdtd@ufrpe.br |
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