A bacia hidrográfica do ribeirão Itaim apresenta evidências de falta de planejamento do uso e ocupação do solo, refletindo condições típicas da região do Vale do Paraíba. Isso tem provocado aumento do escoamento superficial, aumento de erosão, assoreamento dos cursos dágua, enchentes e inundações na bacia do Rio Paraíba. Esse estudo realizado na bacia hidrográfica do ribeirão Itaim, município de Taubaté, SP, visou estimar o escoamento superficial pelo método Curva-Número em área com cobertura vegetal de Pastagem Brachiaria Decumbens, predominante na bacia. Os valores do número de curva CN foram definidos em função do tipo de uso e cobertura do solo, da condição de superfície, da condição hidrológica do solo e do grupo de solos em que a área foi classificada. A estimativa do escoamento superficial foi feira de três métodos distintos: no 1, utilizaram-se valores de infiltração acumulada (Iac) obtidos no campo, considerados como sendo a Infiltração potencial (S), os quais variam de 15.37mm a 51,88mm com um valor médio de 23,46mm. Com esses valores de infiltração e utilizando valores de precipitações máximas para Taubaté, SP, com tempo de duração de 3 horas: P = 54,4; 70,3; 80,8; 86,7; 90,9; 94,1 e 103,9mm, respectivamente, para os tempos de retorno de Tr = 2, 5, 10, 15, 25 e 50 anos, os seguintes valores de escoamento foram gerados: 34,83; 49,33; 59,14; 64,71; 68,69; 71,73 e 81,10mm, respectivamente. No 2, considerou-se a cobertura vegetal da bacia predominantemente constituída de Pasto Sujo, utilizando-se o valor adimensional CN = 75, obteve a infiltração potencial S = 84,7mm e chegou-se aos valores de escoamento que variaram de 11 a 44mm, os quais foram inferiores aos valores gerados pelo método Curva-Número, especialmente para tempos de retorno maiores. No 3, considerou-se o valor de CN ponderado = 66,57 para todas as classes de uso da bacia, e obteve-se um valor de infiltração potencial mais elevado S = 127mm. Consequentemente, os resultados dos valores de escoamento superficial foram mais baixos e corresponderam a 5,33; 11,64; 16,72; 19,83; 22,16; 23,98 e 29,83mm. Comparando-se os resultados obtidos pelos métodos Curva-Número convencional e ponderado, conclui-se que o método Curva-Número aplicado de modo ponderado subestimou o escoamento superficial na área estudada. Contudo, os resultados obtidos indicam ser possível sua utilização na obtenção do escoamento superficial, desde que promovidos os ajustes para as situações locais pelo uso de medidas de infiltração potencial obtidas em campo. / The Itaim Watershed lacks planning for land use, reflecting typical conditions frequently seen in the area of the valley of Paraíba. This has been causing increase of runoff, increase in soil erosion, sedimentation of the water channels, inundations and floods in those watersheds that form the Paraíba do Sul Basin. This study carried out in the Itaim watershed, municipal district of Taubaté, SP, aimed to estimate surface runoff based on the Curve-Number (CN) method in area with vegetation cover of grassland Brachiaria Decumbens), that prevails in this watershed. The values of the number of the curve CN were defined as a function of land use type and vegetation cover of the soil, soil surface condition, of the hydrological condition of the soil and of the soil group that the area has been classified. The estimate of the surface runoff was made based on three different ways: in the 1st, values of accumulated Infiltration (Iac) obtained in the field were used, considered as the Potential Infiltration (S), which varied from 15.37 mm to 51.88 mm with a medium value of 23.46 mm. With those measured infiltration rates and using the maximum precipitation values for Taubaté, SP, with duration time of 3 hours: P = 54.4; 70.3; 80.8; 86.7; 90.9; 94.1 and 103.9 mm, respectively, for the return times, Tr = 2, 5, 10, 15, 25 e, 50 years, the following values of surface runoff were generated: 34.83, 49.33; 59.14; 64.71; 68.69; 71.73 and 81.10 mm, respectively; In the 2nd, way it was considered that the prevailing vegetation cover of the watershed was Dirty Pasture (Pasture with regrowth of natural vegetation) and therefore, a value of CN = 75 was used and generated a potential infiltration, S = 84,7 mm and resulted in surface runoff values that varied from 11 to 44 mm, which were lower than the values generated by the method Curve-Number, especially for greater return times. In the 3rd, way, the value of CN was considered equal to 66.57. This value was calculated weighting the contribution of all land use cover classes of the watershed, and as a result a higher value of potential infiltration, S = 127 mm, was obtained. Consequently, the surface runoff values were 5.33; 11.,64; 16.72; 19.83; 22.16; 23,98 and 29.83 mm. Therefore, lower than the values obtained in the first way. The comparison of results obtained by the two Curve-Number methods (conventional and weighted) allowed to be concluded that the Curve-Number method applied in a conventional way underestimated the surface runoff in the studied area. However, results indicate that is possible to use this method for surface runoff estimates as long as adjustments based on potential Infiltration obtained in field be used for local situations.

The main goal of this dissertation is to develop a seasonal water balance model for evaporation, runoff and water storage change based on observations from a large number of watersheds, and further to obtain a comprehensive understanding on the dominant physical controls on intra-annual water balance. Meanwhile, the method for estimating evaporation and water storage based on recession analysis is improved by quantifying the seasonal pattern of the partial contributing area and contributing storage to base flow during low flow seasons. A new method for quantifying seasonality is developed in this research. The difference between precipitation and soil water storage change, defined as effective precipitation, is considered as the available water. As an analog to climate aridity index, the ratio between monthly potential evaporation and effective precipitation is defined as a monthly aridity index. Water-limited or energy-limited months are defined based on the threshold of 1. Water-limited or energy-limited seasons are defined by aggregating water-limited or energy-limited months, respectively. Seasonal evaporation is modeled by extending the Budyko hypothesis, which is originally for mean annual water balance; while seasonal surface runoff and base flow are modeled by generalizing the proportionality hypothesis originating from the SCS curve number model for surface runoff at the event scale. The developed seasonal evaporation and runoff models are evaluated based on watersheds across the United States. For the extended Budyko model, 250 out of 277 study watersheds have a Nash-Sutcliff efficiency (NSE) higher than 0.5, and for the seasonal runoff model, 179 out of 203 study watersheds have a NSE higher than 0.5. Furthermore, the connection between the seasonal parameters of the developed model and a variety of physical factors in the study watersheds is investigated. For the extended Budyko model, vegetation is identified as an important physical factor that related to the seasonal model parameters. However, the relationship is only strong in water-limited seasons, due to the seasonality of the vegetation coverage. In the seasonal runoff model, the key controlling factors for wetting capacity and initial wetting are soil hydraulic conductivity and maximum rainfall intensity respectively. As for initial evaporation, vegetation is identified as the strongest controlling factor. Besides long-term climate, this research identifies the key controlling factors on seasonal water balance: the effects of soil water storage, vegetation, soil hydraulic conductivity, and storminess. The developed model is applied to the Chipola River watershed and the Apalachicola River basin in Florida for assessing potential climate change impact on the seasonal water balance. The developed model performance is compared with a physically-based distributed hydrologic model of the Soil Water Assessment Tool, showing a good performance for seasonal runoff, evaporation and storage change.

Tesis por compendio / [ES] Los Pavimentos Permeables (PP) son una técnica de los denominados Sistemas Urbanos de Drenaje Sostenible (SUDS). A diferencia de otras técnicas de este tipo, proporciona una superficie dura transitable a la vez que gestiona las aguas pluviales superficiales, siendo sus propiedades hidráulicas fundamentales para su rendimiento como SUDS. Esta tesis explora el rendimiento hidráulico de los PP, basándose en el modelo hidrológico-hidráulico de PP proporcionado en el ampliamente utilizado Storm Water Management Model (SWMM). La tesis se presenta en un formato de tres artículos. Así, tras una aproximación a la pregunta general de investigación dada en el primer capítulo introductorio, el segundo capítulo del documento analiza qué parámetros son los más influyentes y cuáles son despreciables en el modelo, proporcionando un análisis de sensibilidad general. El siguiente capítulo explora la relación entre el modelo de PP de SWMM y el modelo de número de curva (CN), ampliamente utilizado, en lo que respecta a la escorrentía deducida por ambos modelos en función de la permeabilidad del pavimento. En el cuarto capítulo se analiza la respuesta del PP en condiciones experimentales controladas y se compara con el modelo de PP dado en SWMM. Tras una discusión general de los resultados en el quinto capítulo, se ofrecen unas conclusiones generales en el último. La tesis profundiza en el conocimiento del comportamiento hidráulico de los PP para ayudar a profesionales e investigadores en su caracterización. / [CA] Els Paviments Permeables (PP) són una tècnica dels denominats Sistemes Urbans de Drenatge Sostenible (SUDS). A diferència d'altres tècniques d'aquest tipus, proporciona una superfície dura transitable alhora que gestiona les aigües pluvials superficials, sent les seues propietats hidràuliques fonamentals per al seu rendiment com SUDS. Aquesta tesi explora el rendiment hidràulic dels PP, basant-se en el model hidrològic-hidràulic de PP proporcionat en l'àmpliament utilitzat Storm Water Management Model (SWMM). La tesi es presenta en un format de tres articles. Així, després d'una aproximació a la pregunta general d'investigació donada en el primer capítol introductori, el segon capítol del document analitza quins paràmetres són els més influents i quins són menyspreables en el model, proporcionant una anàlisi de sensibilitat general. El següent capítol explora la relació entre el model de PP de SWMM i el model de número de corba (CN), àmpliament utilitzat, pel que fa a l'escolament deduït per tots dos models en funció de la variable permeabilitat del paviment. En el quart capítol s'analitza la resposta del PP en condicions experimentals controlades i es compara amb el model de PP donat en SWMM. Després d'una discussió general dels resultats en el cinqué capítol, s'ofereixen unes conclusions generals en l'últim. La tesi aprofundix en el coneixement del comportament hidràulic dels PP per a ajudar a professionals i investigadors en la seua caracterització. / [EN] Permeable Pavements (PP) are a Sustainable Urban Drainage System (SUDS) technique. Unlike other such techniques, it provides a transitable hard surface while managing surface stormwater, being its hydraulic properties fundamental for its performance as a SUDS. This dissertation explores the hydraulic performance of PPs, based on the hydrologic-hydraulic model of PP provided in the widely used Storm Water Management Model (SWMM). The dissertation is presented in a \textit{three-paper} format. Accordingly, after an approach to the general research question given in the first introductory chapter, the second chapter of the document analyses which parameters are the most influential and which are negligible in the model by providing a general sensitivity analysis. The next chapter explores the relation between the PP model from SWMM and the widely used Curve Number (CN) model regarding runoff generated by both models and examines the relationship between both approaches based on the pavement permeability variable. The fourth chapter analyses the PP response under controlled experimental conditions and compares it with the PP model given in SWMM. After a general discussion of the results in the fifth chapter, general conclusions are given in the last chapter. The dissertation deepens the understanding of the hydraulic behaviour of PPs to help practitioners and researchers with its characterisation. / Madrazo Uribeetxebarria, E. (2023). Modelling the Hydraulic Response of Permeable Pavements: a Numerical and Experimental Approach for Model Comparison and Sensitivity Analysis to Design Parameters [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/196085 / Compendio

The aim of this work is to explore the area of the Complex Land Consolidation Poněšice in the view of the pedology, hydrogeology and climatology. Further make a erosion threat calculations using the USLE and Curve Number method and afterwards review the application of the erosion control measures in another section of the chapter Main terriorial systems. In conclusion, to estimate the economic aspects of the proposed measures.

Conselho Nacional de Desenvolvimento Científico e Tecnológico / The soil tillage systems modify its water balance and for the correct irrigation management is fundamental to determining the runoff and effective rainfall, which helps to maximize the use of rainwater and minimizes the use of supplemental irrigation. The objective of this study was to determine, model and estimate the runoff and the effective rainfall during the development cycle of the common black bean and maize in soil with and without straw on the surface, in different land slope and rainfall intensities simulated, using the field experiments, multivariate equations, the Curve Number Method (CN) and the SIMDualKc Model. Two experiments were conducted in the field with crops of black beans and maize, where different intensities of simulated rainfall (35, 70 and 105 mm h-1) were applied at different times of the crop cycle (soil cover of 0, 28, 63 and 100% by the canopy beans; 0, 30, 72 and 100% by canopy of maize) and distinct land slope (1, 5 and 10%) in soil without and with (5 Mg ha-1) of oat straw on the surface. The runoff values observed were compared with those estimated by the CN method, suggesting new values of CN to improve the estimate. From the set of data collected from the field analysis of multiple linear regression to estimate runoff and simulations with SIMDualKc model to estimate runoff and effective rainfall were performed. The start time of the runoff, constant runoff rate, total runoff and the percentage of runoff in relation to the volume of rain were little influenced by the crops of beans and maize. Reductions in runoff were provided by the straw on the soil surface within 45 and 48% for the crops beans and maize, respectively. The CN method for the bean crop underestimated runoff by up to 10% for the soil without straw on the surface, and overestimated by up to 17% for the soil with straw. For maize, the method overestimated the runoff by up 32.4% in soil with straw and 12% in soil without straw. To improve estimation the CN, new values are proposed for CN, considering the crop, the presence or absence of straw on soil surface and intensity rain. The use of multiple linear regression analyzes indicated that the volume of precipitation (R2=0.52) and soil cover by straw (R2=0.18) are the variables with the greatest influence on runoff. Four multiple equations were generated, and the equation 2, whose input parameters are the volume of rain and amount of litter on the soil surface, was presented the best estimate of the runoff of a data set than the one that gave its origin. The SIMDualKc Model requires adjustments to estimate runoff and effective rainfall during the crop cycle of beans and maize, so consider the benefits of straw on the soil surface in reducing runoff. Thus, the suggested value of CN (CN=75) was changed to 71 and 87 to the black bean crop, and 56 and 79 for the maize crop for the soil with and without straw on the surface, respectively. / Os sistemas de manejo do solo modificam o seu balanço hídrico e para o correto manejo da irrigação é de fundamental importância a determinação do escoamento superficial e da chuva efetiva, o que contribui para maximizar o uso da água das chuvas e minimiza a utilização de irrigação suplementar. O objetivo do presente trabalho foi determinar, modelar e estimar o escoamento superficial e a chuva efetiva durante o ciclo de desenvolvimento das culturas do feijão e milho, cultivados em solo com e sem palha na superfície, em diferentes declividade do terreno e intensidades de chuvas simuladas, utilizando experimentos a campo, equações multivariadas, o método Curva Número (CN) e o modelo SIMDualKc. Foram realizados dois experimentos à campo, com as culturas do feijão e milho, em que foram aplicadas diferentes intensidades de chuvas simuladas (35, 70 e 105 mm h-1), em diferentes momentos do ciclo das culturas (cobertura do solo de 0, 28, 63 e 100% pelo dossel vegetativo do feijão; 0, 30, 72 e 100% pelo dossel vegetativo do milho) e distintas declividade do terreno (1, 5 e 10%), em solo sem e com (5 Mg ha-1) palha de aveia preta na superfície. Os valores de escoamento superficial observados foram comparados com os estimados pelo método CN, sugerindo-se novos valores de CN para melhorar a estimativa. A partir do conjunto de dados coletados a campo, foram realizadas análises de regressão linear múltiplas para a estimativa do escoamento superficial e, simulações com o modelo SIMDualKc para estimativa do escoamento superficial e da chuva efetiva. O tempo de início do escoamento, a taxa constante de escoamento, o escoamento total e a porcentagem de escoamento em relação ao volume da chuva foram pouco influenciados pelo crescimento do dossel vegetativo das plantas de feijão e milho. Reduções no escoamento superficial foram proporcionadas pela presença de palha na superfície do solo, em até 45 e 48% para as culturas do feijão e milho, respectivamente. O método CN para a cultura do feijão subestimou o escoamento superficial em até 10% para o solo sem palha na superfície e, superestimou em até 17% para o solo com palha. Para a cultura do milho, o método CN superestimou o escoamento superficial em até 32,4% no solo com palha e 12% no solo sem palha. Para melhorar a estimativa do método CN, foram propostos novos valores de CN, considerando a cultura, a presença ou não de palha na superfície do solo e a intensidade da chuva. A utilização de análises de regressão linear múltiplas indicaram que o volume da chuva (R2=0,52) e a cobertura do solo por palha (R2=0,18) são as variáveis com maior influência sobre o escoamento superficial. Foram geradas quatro equações múltiplas, sendo que a equação 2, cujos parâmetros de entrada são o volume da chuva e quantidade de palha na superfície do solo, foi a que apresentou a melhor estimativa do escoamento superficial de um conjunto de dados diferente daquele que lhe deu origem. O modelo SIMDualKc necessita de ajustes para estimar o escoamento superficial e a chuva efetiva durante o ciclo das culturas de feijão e milho, de modo que considere os benefícios da palha na superfície do solo na redução do escoamento superficial. Desta forma, o valor sugerido de CN (CN=75) foi alterado para 71 e 87 para a cultura do feijão e, 56 e 79 para a cultura do milho, para o solo com e sem palha na superfície, respectivamente.

Stormwater runoff has negative impacts on water resources, human health and environment. In this research the effectiveness of Rain Water Harvesting (RWH) systems is examined as a stormwater Best Management Practice (BMP). Time-based, evapotranspiration-based, and soil moisture-based irrigation scheduling methods in conjunction with RWH and a control site without RWH were simulated to determine the effect of RWH as a BMP on a single-family residence scale. The effects of each irrigation scheduling method on minimizing water runoff leaving the plots and potable water input for irrigation were compared. The scenario that reflects urban development was simulated and compared to other RWH-irrigation scheduling systems by a control treatment without a RWH component. Four soil types (sand, sandy loam, loamy sand, silty clay) and four cistern sizes (208L, 416L, 624L, 833L) were evaluated in the urban development scenario. To achieve the purpose of this study; a model was developed to simulate daily water balance for the three treatments. Irrigation volumes and water runoff were compared for four soil types and four cistern sizes. Comparisons between total volumes of water runoff were estimated by utilizing different soil types, while comparisons between total potable water used for irrigation were estimated by utilizing different irrigation scheduling methods. This research showed that both Curve Number method and Mass-Balance method resulted in the greatest volumes of water runoff predicted for Silty Clay soil and the least volumes of water runoff predicted for Sand soil. Moreover, increasing cistern sizes resulted in reducing total water runoff and potable water used for irrigation, although not at a statistically significant level. Control treatment that does not utilize a cistern had the greatest volumes of predicted supplemental water among all soil types utilized, while Soil Moisture-based treatment on average had the least volume of predicted supplemental water.

>Magister Scientiae - MSc

>Magister Scientiae - MSc / The Kuils River Catchment is an urban river catchment that forms part of the larger Kuils-Eerste River system draining the eastern half of the Cape Metropolitan Authority area and Stellenbosch Municipality. Rapid urbanisation has resulted in the encroachment of residential and industrial areas into the river system through channelization and sewage disposal. This research project intends to assess the quality of surface runoff in the Kuils River catchment and determining non-point source pollutant loading rates in the catchment using GIS-based modelling. The study results show how modelled potential sources of surface runoff and NPS pollutants using desktop GIS analysis tools in a sequential process that involved different levels of software applications could explain the characteristics of the catchment. With the help of the Expected Mean Concentration (EMC) values associated with surface runoff from land use/covers, NPS pollutant loads were assessed downstream towards the Kuils River Catchment outlet using the Nonpoint Source Pollution and Erosion Comparison Tool (N-SPECT) based in ArcGIS. The outputs from this model consist of predicted annual pollutant loading (mg/mvyear) for each Kuils-Eerste River that occurs in the catchment. The results have shown clearly the spatial distribution of sources of particular pollutants in the catchment. Further or advanced processing knowhow with this model might provide far reaching insights into the problem and it is however recommended that these results produced using N-SPECT be compared to those of other hydrologic models using the same inputs.

This thesis is focused to determine water erosion of soil and drain from basin of štefanov stream. The basin of štefanov stream is unobserved with area 15,1 km2. After evaluation of current status is processed integrated design against the adverse effects of surface runoff.