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@MastersThesis{Silva:2012:InFlCa,
               author = "Silva, Aline Bilhalva da",
                title = "Influ{\^e}ncia dos fluxos de calor em superf{\'{\i}}cie no 
                         in{\'{\i}}cio e no final da esta{\c{c}}{\~a}o chuvosa sobre a 
                         regi{\~a}o Centro-Oeste do Brasil",
               school = "Instituto Nacional de Pesquisas Espaciais (INPE)",
                 year = "2012",
              address = "S{\~a}o Jos{\'e} dos Campos",
                month = "2012-09-03",
             keywords = "fluxo de calor em superf{\'{\i}}cie, in{\'{\i}}cio e final da 
                         esta{\c{c}}{\~a}o chuvosa, mon{\c{c}}{\~a}o, surface heat 
                         flux, beginning and ending of the rainy season, monsoon.",
             abstract = "O principal objetivo deste estudo {\'e} avaliar a influ{\^e}ncia 
                         dos fluxos de calor latente e sens{\'{\i}}vel em 
                         superf{\'{\i}}cie sobre a regi{\~a}o Centro-Oeste do Brasil 
                         durante o in{\'{\i}}cio e final da esta{\c{c}}{\~a}o chuvosa. 
                         Para garantir uma consist{\^e}ncia na an{\'a}lise realizou-se 
                         uma valida{\c{c}}{\~a}o das rean{\'a}lises Era-Interim e 
                         Climate Forecast System Reanalysis (CFSR) a partir da an{\'a}lise 
                         de precipita{\c{c}}{\~a}o de Brant Liebmann. Em 
                         fun{\c{c}}{\~a}o da diferen{\c{c}}a de resolu{\c{c}}{\~a}o 
                         espacial entre os conjuntos de dados mencionados anteriormente, 
                         foi calculada a m{\'e}dia espacial para a regi{\~a}o 
                         Centro-Oeste (\$10°\$-\$20°\$S e \$50°\$-\$60°\$W), 
                         visando aplicar aos tr{\^e}s conjuntos de dados os testes 
                         estat{\'{\i}}sticos Vi{\'e}s e EMQ (Erro M{\'e}dio 
                         Quadr{\'a}tico), para per{\'{\i}}odos de acumulados de 
                         precipita{\c{c}}{\~a}o: mensal, trimestral, anual, 
                         esta{\c{c}}{\~a}o chuvosa e climatologia mensal, durante os anos 
                         de 1989 a 2008. Estes testes foram aplicados para verificar qual 
                         das duas rean{\'a}lises tem a melhor representatividade da 
                         an{\'a}lise de precipita{\c{c}}{\~a}o de Liebmann. Os 
                         resultados indicaram que sobre a regi{\~a}o Centro-Oeste do 
                         Brasil, a rean{\'a}lise Era-Interim conseguiu simular melhor os 
                         campos de precipita{\c{c}}{\~a}o da an{\'a}lise de Liebmann, 
                         pois apresentou menores valores de Vi{\'e}s e EMQ (em todos os 
                         per{\'{\i}}odos analisados), indicando que os dados s{\~a}o 
                         mais precisos e menos dispersos que os campos da rean{\'a}lise 
                         CFSR. Aplicou-se o m{\'e}todo de p{\^e}ntadas sobre m{\'e}dias 
                         espaciais calculadas para a regi{\~a}o Centro-Oeste do Brasil, 
                         para v{\'a}rias vari{\'a}veis durante o per{\'{\i}}odo de 1989 
                         a 2010. A partir dos campos de precipita{\c{c}}{\~a}o m{\'e}dia 
                         espacial pentadal que superaram o limiar m{\'e}dio anual de 2 
                         mm/dia por 75\% de 8 p{\^e}ntadas subsequentes foi estabelecida 
                         o in{\'{\i}}cio (final) da esta{\c{c}}{\~a}o chuvosa. 
                         Verificou-se que de forma geral, a rean{\'a}lise Era-Interim 
                         adiantou o in{\'{\i}}cio (final) da esta{\c{c}}{\~a}o chuvosa 
                         na maioria dos anos analisados e conseguiu reproduzi-los de forma 
                         satisfat{\'o}ria e coerente. O m{\'e}todo de compostos permitiu 
                         acompanhar o avan{\c{c}}o da banda de precipita{\c{c}}{\~a}o da 
                         regi{\~a}o equatorial em dire{\c{c}}{\~a}o a regi{\~a}o 
                         centro-sul do pa{\'{\i}}s, durante o in{\'{\i}}cio da 
                         esta{\c{c}}{\~a}o chuvosa; bem como seu movimento inverso 
                         durante a esta{\c{c}}{\~a}o seca. Al{\'e}m disso, durante as 
                         p{\^e}ntadas que antecedem o in{\'{\i}}cio da 
                         esta{\c{c}}{\~a}o chuvosa sobre o Brasil Centro-Oeste, nota-se 
                         que a atmosfera come{\c{c}}a a se desestabilizar atrav{\'e}s do 
                         elevado aquecimento nas baixas camadas atmosf{\'e}ricas e isso 
                         impulsiona o aumento dos fluxos de calor sens{\'{\i}}vel do solo 
                         em dire{\c{c}}{\~a}o {\`a} atmosfera. {\`A} medida que os 
                         movimentos verticais come{\c{c}}am a se intensificar, e a umidade 
                         e calor superficial s{\~a}o propagados para altos n{\'{\i}}veis 
                         da atmosfera, h{\'a} o desenvolvimento das c{\'e}lulas 
                         convectivas associadas ao in{\'{\i}}cio da esta{\c{c}}{\~a}o 
                         chuvosa. Durante este per{\'{\i}}odo, nota-se a 
                         redu{\c{c}}{\~a}o dos fluxos de calor sens{\'{\i}}vel e 
                         aumento dos fluxos de calor latente, em decorr{\^e}ncia da 
                         satura{\c{c}}{\~a}o do solo e aumento da evapora{\c{c}}{\~a}o 
                         sobre as regi{\~o}es onde h{\'a} presen{\c{c}}a de 
                         precipita{\c{c}}{\~a}o. Com rela{\c{c}}{\~a}o ao final da 
                         esta{\c{c}}{\~a}o chuvosa, nota-se que o recuo da banda 
                         precipitante em dire{\c{c}}{\~a}o {\`a} regi{\~a}o equatorial 
                         inicia apenas a partir da terceira p{\^e}ntada posterior a 
                         p{\^e}ntada zero. Associado a isso, verifica-se a 
                         redu{\c{c}}{\~a}o dos fluxos de calor latente sobre as 
                         regi{\~o}es sem atua{\c{c}}{\~a}o da banda precipitante e 
                         aumento dos fluxos de calor sens{\'{\i}}vel e temperatura em 925 
                         hPa decorrentes da maior incid{\^e}ncia de radia{\c{c}}{\~a}o 
                         solar. ABSTRACT: The main objective of this study is to evaluate 
                         the influence of latent and sensible surface heat flux over the 
                         West-Central Brazil region during the onset and the ending of 
                         rainy season. It was carried out a validation of Era-Interim and 
                         Climate Forecast System Reanalysis (CFSR) from the analysis of 
                         Brant Liebmann precipitation. Due to the difference in spatial 
                         resolution between the data sets mentioned previously, the spatial 
                         average for the West-Central Brazil (\$10°\$-\$20°\$S e 
                         \$50°\$-\$60°\$W) was calculated, in order to apply for these 
                         three datasets, the statistics tests called BIAS and MSE (Mean 
                         Square Error), for periods of accumulated precipitation: monthly, 
                         quarterly, annual, rainy season and monthly climatology, from 1989 
                         to 2008.These tests were applied for verify which of the two 
                         reanalysis has the best representativeness of precipitation 
                         analysis of Liebmann. The results indicated that over the 
                         West-Central Brazil, the Era-Interim reanalysis simulated better 
                         the analysis of Liebmann precipitation fields, because showed 
                         lower values of BIAS and MSE (in all the analyzed periods), 
                         indicating that the data are more accurate and less dispersed that 
                         the CFSR fields. The identification of the onset pentads was 
                         applied for the West-Central Brazil for several variables during 
                         the period 1989 to 2008. From the spatial average pentadal 
                         precipitation fields that exceeded the threshold annual average of 
                         2 mm/day for 75\% of 8 subsequent pentads, it was established 
                         onset (end) of the rainy season. It was found that in general 
                         form, the Era-Enterim anteciped the onset (end) rainy season in 
                         the majority of years analyzed and it was able to reproduce them 
                         satisfactory and consistent form. The precipitation band was 
                         tracked by the compost method from the equatorial region to 
                         central south of country, during the rainy season; as well as its 
                         return during dry season. Furthermore, during the pentads that 
                         precede the onset of rainy season over West-Central Brazil, the 
                         atmosphere starts to destabilize through the high heating in low 
                         atmospheric layers and this leads the increase of the sensible 
                         heat fluxes from the soil to the atmosphere. As soon as the 
                         vertical movements begin to intensify, the humidity and 
                         superficial heat propagate to higher atmospheric levels, an 
                         impulse of convective cells associated beginning of rainy season 
                         is observed. During this period, the reduction of sensible heat 
                         flux and increase of latent heat flux, due of soil saturation and 
                         increase of evaporation over the regions are observed where there 
                         are precipitation. When the rainy season end, the precipitant band 
                         retreatment into equatorial region only starts from the third 
                         pentad after the zero pentad. Associated to this, it is observed 
                         the reduction of latent flux heat over the regions without action 
                         of precipitant band and the sensible heat flux and temperature in 
                         925 hPa increase as result of higher solar radiation incidence.",
            committee = "Ferreira, Nelson Jesuz (presidente) and Gan, Manoel Alonso 
                         (orientador) and Silva, Adma Raia",
           copyholder = "SID/SCD",
         englishtitle = "Influence of surface heat flux in the beginning and ending of the 
                         rainy season on the Center-West region of Brazil",
             language = "pt",
                pages = "201",
                  ibi = "8JMKD3MGP7W/3CF22S2",
                  url = "http://urlib.net/ibi/8JMKD3MGP7W/3CF22S2",
           targetfile = "publicacao.pdf",
        urlaccessdate = "11 maio 2024"
}


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