Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco

Detalhes bibliográficos
Autor(a) principal: ARAÚJO, Caio Sérgio Pereira de
Data de Publicação: 2022
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/tede2/9071
Resumo: The observed data from surface weather stations are an important option for research, hydrological and climatological studies worldwide. However, due to the failures in the final data resulting from errors of human reading (conventional stations) and failures in equipment and sensors (automatic stations), it generated a search for alternatives that can replace or complete the data of meteorological stations, such as the estimated climatological data from global atmospheric models. The climatological water balance was consolidated as an extremely important tool to obtain answers about the intrinsic variables of agricultural planning. The use of estimated reanalysis data in the calculation of climatological water balance is already a global reality due to the consistency and availability of these data. Therefore, this research aimed to estimate the climatological water balance (BHC) and water deficiency from the monthly data of average air temperature and Rainfall estimated by the ERA5-Land reanalysis data from the European Center for Medium-Range Weather Forecasts (ECMWF), validated based on surface weather data, in the state of Pernambuco in the period of 31 years (01/01/1990 – 31/12/2020). The air temperature and precipitation data were stratified by state mesoregions (forest zone, agrest and semiarid), and the validation of ERA5-Land reanalysis data was performed by calculating statistical indices that evaluated accuracy and accuracy at the model estimating. The BHC calculation was obtained according to Thorthwaite and Mather (1955) methodology through the BHnorm program and adopted the value of 100 mm for storage soil available water capacity (CAD). The reanalysis of ERA5-Land obtained accuracy greater than 52% for the variable total precipitation and higher than 90% for air temperature in almost all over the state. In general, the total precipitation and air temperature data generated by ERA5-Land and compared with surface data through systematic MBE error were underestimated. Water deficiency of the semiarid mesoregion was higher than rainfall in all months, with the highest values observed in Cabrobó in November (-170 mm) and in Forest in December (-172 mm) throughout the dry season. In the Agreste mesoregion, the highest values of water deficit in December were recorded in the municipalities of Surubim (-96 mm) and Caruaru (-84 mm), on the other hand, the municipality of Garanhuns presented a maximum value of -76 mm in December and 0 mm in June and July, where there was a slight storage of water in the soil without the presence of water surplus. In the Zona da Mata/Litoral there was a water deficit from January to April and from September to December, with the highest values observed in December in Recife (-87 mm) and Palmares (-72 mm). The water surplus totaled 71 mm, distributed in June and July (44.13 mm and 0.37 mm, respectively) in Recife and Palmares (14.5 mm and 12 mm, respectively). Therefore, with the results obtained in the validation of era5-land reanalysis data, it can be ensured that the reanalysis safely estimated the total precipitation and the average air temperature for the state of Pernambuco, requiring major improvements in the variable precipitation and small in the variable air temperature. Based on the climatological water balance, it is recommendable to use supplementary irrigation for crops that require water supplementation above five months a long of year in the Sertão mesoregion, since this mesoregion presented a dry period by seven months resulting higher water deficiency. The results of this study provide support for the planning of agricultural activities and climate classification for the state of Pernambuco.
id URPE_555b80a87d2676735e301cb41f2991ad
oai_identifier_str oai:tede2:tede2/9071
network_acronym_str URPE
network_name_str Biblioteca Digital de Teses e Dissertações da UFRPE
repository_id_str
spelling ALMEIDA, Ceres Duarte Guedes Cabral deLOPES, Pabrício Marcos OliveiraSOUZA, Werônica Meira dehttp://lattes.cnpq.br/7321350430676917ARAÚJO, Caio Sérgio Pereira de2023-06-13T18:34:44Z2022-02-17ARAÚJO, Caio Sérgio Pereira de. Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco. 2022. 85 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9071The observed data from surface weather stations are an important option for research, hydrological and climatological studies worldwide. However, due to the failures in the final data resulting from errors of human reading (conventional stations) and failures in equipment and sensors (automatic stations), it generated a search for alternatives that can replace or complete the data of meteorological stations, such as the estimated climatological data from global atmospheric models. The climatological water balance was consolidated as an extremely important tool to obtain answers about the intrinsic variables of agricultural planning. The use of estimated reanalysis data in the calculation of climatological water balance is already a global reality due to the consistency and availability of these data. Therefore, this research aimed to estimate the climatological water balance (BHC) and water deficiency from the monthly data of average air temperature and Rainfall estimated by the ERA5-Land reanalysis data from the European Center for Medium-Range Weather Forecasts (ECMWF), validated based on surface weather data, in the state of Pernambuco in the period of 31 years (01/01/1990 – 31/12/2020). The air temperature and precipitation data were stratified by state mesoregions (forest zone, agrest and semiarid), and the validation of ERA5-Land reanalysis data was performed by calculating statistical indices that evaluated accuracy and accuracy at the model estimating. The BHC calculation was obtained according to Thorthwaite and Mather (1955) methodology through the BHnorm program and adopted the value of 100 mm for storage soil available water capacity (CAD). The reanalysis of ERA5-Land obtained accuracy greater than 52% for the variable total precipitation and higher than 90% for air temperature in almost all over the state. In general, the total precipitation and air temperature data generated by ERA5-Land and compared with surface data through systematic MBE error were underestimated. Water deficiency of the semiarid mesoregion was higher than rainfall in all months, with the highest values observed in Cabrobó in November (-170 mm) and in Forest in December (-172 mm) throughout the dry season. In the Agreste mesoregion, the highest values of water deficit in December were recorded in the municipalities of Surubim (-96 mm) and Caruaru (-84 mm), on the other hand, the municipality of Garanhuns presented a maximum value of -76 mm in December and 0 mm in June and July, where there was a slight storage of water in the soil without the presence of water surplus. In the Zona da Mata/Litoral there was a water deficit from January to April and from September to December, with the highest values observed in December in Recife (-87 mm) and Palmares (-72 mm). The water surplus totaled 71 mm, distributed in June and July (44.13 mm and 0.37 mm, respectively) in Recife and Palmares (14.5 mm and 12 mm, respectively). Therefore, with the results obtained in the validation of era5-land reanalysis data, it can be ensured that the reanalysis safely estimated the total precipitation and the average air temperature for the state of Pernambuco, requiring major improvements in the variable precipitation and small in the variable air temperature. Based on the climatological water balance, it is recommendable to use supplementary irrigation for crops that require water supplementation above five months a long of year in the Sertão mesoregion, since this mesoregion presented a dry period by seven months resulting higher water deficiency. The results of this study provide support for the planning of agricultural activities and climate classification for the state of Pernambuco.Os dados observados de estações meteorológicas de superfície constituem um aparato importante para as pesquisas, estudos hidrológicos e climatológicos mundiais. Porém, devido às falhas nos dados finais decorrentes de erros de leitura humana (estações convencionais) e de falhas em equipamentos e sensores (estações automáticas), surgiu a necessidade de identificar alternativas que possam substituir ou completar os dados de estações meteorológicas, como por exemplo, dados climatológicos estimados por modelos atmosféricos globais. O balanço hídrico climatológico se consolidou como uma ferramenta de extrema importância para obter respostas sobre as variáveis intrínsecas do planejamento agrícola. A utilização de dados estimados de reanálise no cálculo do balanço hídrico climatológico é uma realidade mundial devido à consistência e disponibilidade desses dados. Portanto, essa pesquisa visou estimar o balanço hídrico climatológico (BHC) e a deficiência hídrica a partir dos dados mensais de temperatura média do ar e precipitação pluvial estimados pela reanálise ERA5-Land do European Center for Medium-Range Weather Forecasts (ECMWF), validados com base nos dados meteorológicos de superfície, no estado de Pernambuco no período de 31 anos (01/01/1990 – 31/12/2020). Os dados de temperatura do ar e precipitação foram estratificados por mesorregiões do Estado (Zona da Mata/Litoral, Agreste e Sertão), e a validação dos dados da reanálise ERA5-Land foi realizada mediante cálculo de índices estatísticos que avaliaram a precisão e exatidão na estimativa do modelo. O cálculo do BHC foi obtido segundo a metodologia de Thorthwaite e Mather (1955) através do programa BHnorm e adotado o valor de 100 mm para a capacidade de armazenamento de água disponível no solo (CAD). A reanálise do ERA5-Land obteve precisão superior a 52% para a variável precipitação total e superior a 90% para temperatura do ar em quase todo o estado. De um modo geral, os dados de precipitação total e temperatura do ar gerados pelo ERA5-Land e comparados com os de superfície por meio do erro sistemático MBE foram subestimados. A deficiência hídrica na mesorregião do Sertão foi superior à precipitação pluviométrica em todos os meses, com os maiores valores observados em Cabrobó no mês de novembro (-170 mm) e em Floresta no mês de dezembro (-172 mm) durante toda a estação seca. Na mesorregião Agreste, foram registrados os maiores valores de déficit hídrico no mês de dezembro nos municípios de Surubim (-96 mm) e Caruaru (-84 mm), por outro lado, o município de Garanhuns apresentou valor máximo de -76 mm em dezembro e 0 mm nos meses de junho e julho, onde houve leve armazenamento de água no solo sem a presença de excedente hídrico. Na Zona da Mata/Litoral houve déficit hídrico de janeiro a abril e de setembro a dezembro, com os maiores valores observados no mês de dezembro em Recife (-87 mm) e Palmares (-72 mm). O excedente hídrico totalizou 71 mm, distribuído em junho e julho (44,13 mm e 0,37 mm, respectivamente) em Recife e em Palmares (14,5 mm e 12 mm, respectivamente). Portanto, com os resultados obtidos na validação dos dados da reanálise do ERA5-Land, pode-se assegurar que a reanálise estimou bem a precipitação total e a temperatura média do ar para o estado de Pernambuco, necessitando de grandes melhorias na variável precipitação e de pequenas na variável temperatura do ar. Com base no balanço hídrico climatológico, é aconselhável o uso de irrigação suplementar para culturas que demandem suplementação hídrica acima de cinco meses ao longo do ano na região do Sertão, visto que esta mesorregião apresentou período seco por sete meses resultando em maior deficiência hídrica. Os resultados deste estudo fornecem suporte para o planejamento das atividades agrícolas e classificação climática para o estado de Pernambuco.Submitted by (ana.araujo@ufrpe.br) on 2023-06-13T18:34:44Z No. of bitstreams: 1 Caio Sergio Pereira de Araujo.pdf: 1551424 bytes, checksum: e090e236aaa51878b65c7f8af574bd54 (MD5)Made available in DSpace on 2023-06-13T18:34:44Z (GMT). No. of bitstreams: 1 Caio Sergio Pereira de Araujo.pdf: 1551424 bytes, checksum: e090e236aaa51878b65c7f8af574bd54 (MD5) Previous issue date: 2022-02-17Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Engenharia AgrícolaUFRPEBrasilDepartamento de Engenharia AgrícolaBalanço hídricoTemperatura do arEvapotranspiraçãoPrecipitação (Meteorologia)CIENCIAS AGRARIAS::ENGENHARIA AGRICOLABalanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambucoinfo: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:UFRPEORIGINALCaio Sergio Pereira de Araujo.pdfCaio Sergio Pereira de Araujo.pdfapplication/pdf1551424http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9071/2/Caio+Sergio+Pereira+de+Araujo.pdfe090e236aaa51878b65c7f8af574bd54MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9071/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/90712023-06-13 15:34:44.777oai: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:2023-06-13T18:34:44Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
title Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
spellingShingle Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
ARAÚJO, Caio Sérgio Pereira de
Balanço hídrico
Temperatura do ar
Evapotranspiração
Precipitação (Meteorologia)
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
title_full Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
title_fullStr Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
title_full_unstemmed Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
title_sort Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco
author ARAÚJO, Caio Sérgio Pereira de
author_facet ARAÚJO, Caio Sérgio Pereira de
author_role author
dc.contributor.advisor1.fl_str_mv ALMEIDA, Ceres Duarte Guedes Cabral de
dc.contributor.referee1.fl_str_mv LOPES, Pabrício Marcos Oliveira
dc.contributor.referee2.fl_str_mv SOUZA, Werônica Meira de
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/7321350430676917
dc.contributor.author.fl_str_mv ARAÚJO, Caio Sérgio Pereira de
contributor_str_mv ALMEIDA, Ceres Duarte Guedes Cabral de
LOPES, Pabrício Marcos Oliveira
SOUZA, Werônica Meira de
dc.subject.por.fl_str_mv Balanço hídrico
Temperatura do ar
Evapotranspiração
Precipitação (Meteorologia)
topic Balanço hídrico
Temperatura do ar
Evapotranspiração
Precipitação (Meteorologia)
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description The observed data from surface weather stations are an important option for research, hydrological and climatological studies worldwide. However, due to the failures in the final data resulting from errors of human reading (conventional stations) and failures in equipment and sensors (automatic stations), it generated a search for alternatives that can replace or complete the data of meteorological stations, such as the estimated climatological data from global atmospheric models. The climatological water balance was consolidated as an extremely important tool to obtain answers about the intrinsic variables of agricultural planning. The use of estimated reanalysis data in the calculation of climatological water balance is already a global reality due to the consistency and availability of these data. Therefore, this research aimed to estimate the climatological water balance (BHC) and water deficiency from the monthly data of average air temperature and Rainfall estimated by the ERA5-Land reanalysis data from the European Center for Medium-Range Weather Forecasts (ECMWF), validated based on surface weather data, in the state of Pernambuco in the period of 31 years (01/01/1990 – 31/12/2020). The air temperature and precipitation data were stratified by state mesoregions (forest zone, agrest and semiarid), and the validation of ERA5-Land reanalysis data was performed by calculating statistical indices that evaluated accuracy and accuracy at the model estimating. The BHC calculation was obtained according to Thorthwaite and Mather (1955) methodology through the BHnorm program and adopted the value of 100 mm for storage soil available water capacity (CAD). The reanalysis of ERA5-Land obtained accuracy greater than 52% for the variable total precipitation and higher than 90% for air temperature in almost all over the state. In general, the total precipitation and air temperature data generated by ERA5-Land and compared with surface data through systematic MBE error were underestimated. Water deficiency of the semiarid mesoregion was higher than rainfall in all months, with the highest values observed in Cabrobó in November (-170 mm) and in Forest in December (-172 mm) throughout the dry season. In the Agreste mesoregion, the highest values of water deficit in December were recorded in the municipalities of Surubim (-96 mm) and Caruaru (-84 mm), on the other hand, the municipality of Garanhuns presented a maximum value of -76 mm in December and 0 mm in June and July, where there was a slight storage of water in the soil without the presence of water surplus. In the Zona da Mata/Litoral there was a water deficit from January to April and from September to December, with the highest values observed in December in Recife (-87 mm) and Palmares (-72 mm). The water surplus totaled 71 mm, distributed in June and July (44.13 mm and 0.37 mm, respectively) in Recife and Palmares (14.5 mm and 12 mm, respectively). Therefore, with the results obtained in the validation of era5-land reanalysis data, it can be ensured that the reanalysis safely estimated the total precipitation and the average air temperature for the state of Pernambuco, requiring major improvements in the variable precipitation and small in the variable air temperature. Based on the climatological water balance, it is recommendable to use supplementary irrigation for crops that require water supplementation above five months a long of year in the Sertão mesoregion, since this mesoregion presented a dry period by seven months resulting higher water deficiency. The results of this study provide support for the planning of agricultural activities and climate classification for the state of Pernambuco.
publishDate 2022
dc.date.issued.fl_str_mv 2022-02-17
dc.date.accessioned.fl_str_mv 2023-06-13T18:34:44Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv ARAÚJO, Caio Sérgio Pereira de. Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco. 2022. 85 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/tede2/9071
identifier_str_mv ARAÚJO, Caio Sérgio Pereira de. Balanço hídrico climatológico via reanálise ERA5-Land no estado de Pernambuco. 2022. 85 f. Dissertação (Programa de Pós-Graduação em Engenharia Agrícola) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/9071
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -5347692450416052129
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -2862116196355079674
dc.relation.cnpq.fl_str_mv 9185445721588761555
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Agrícola
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Departamento de Engenharia Agrícola
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFRPE
instname:Universidade Federal Rural de Pernambuco (UFRPE)
instacron:UFRPE
instname_str Universidade Federal Rural de Pernambuco (UFRPE)
instacron_str UFRPE
institution UFRPE
reponame_str Biblioteca Digital de Teses e Dissertações da UFRPE
collection Biblioteca Digital de Teses e Dissertações da UFRPE
bitstream.url.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9071/2/Caio+Sergio+Pereira+de+Araujo.pdf
http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/9071/1/license.txt
bitstream.checksum.fl_str_mv e090e236aaa51878b65c7f8af574bd54
bd3efa91386c1718a7f26a329fdcb468
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)
repository.mail.fl_str_mv bdtd@ufrpe.br ||bdtd@ufrpe.br
_version_ 1800311505734860800