21 results on '"Paredes-Arquiola, J."'
Search Results
2. Machine learning models to predict nitrate concentration in a river basin
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Dorado-Guerra, D. Y. Corzo-Pérez, G. Paredes-Arquiola, J. Pérez-Martín, M. I. and Dorado-Guerra, D. Y. Corzo-Pérez, G. Paredes-Arquiola, J. Pérez-Martín, M. I.
- Abstract
Aquifer-stream interactions affect the water quality in Mediterranean areas; therefore, the coupling of surface water and groundwater models is generally used to solve water-planning and pollution problems in river basins. However, their use is limited because model inputs and outputs are not spatially and temporally linked, and the data update and fitting are laborious tasks. Machine learning models have shown great potential in water quality simulation, as they can identify the statistical relationship between input and output data without the explicit requirement of knowing the physical processes. This allows the ecological, hydrological, and environmental variables that influence water quality to be analysed with a holistic approach. In this research, feature selection (FS) methods and algorithms of artificial intelligence—random forest (RF) and eXtreme Gradient Boosting (XGBoost) trees—are used to simulate nitrate concentration and determine the main drivers related to nitrate pollution in Mediterranean streams. The developed models included 19 inputs and sampling of nitrate concentration in 159 surface water quality-gauging stations as explanatory variables. The models were trained on 70 percent data, with 30 percent used to validate the predictions. Results showed that the combination of FS method with local knowledge about the dataset is the best option to improve the model's performance, while RF and XGBoost simulate the nitrate concentration with high performance (r = 0.93 and r = 0.92, respectively). The final ranking, based on the relative importance of the variables in the RF and XGBoost models, showed that, regarding nitrogen and phosphorus concentration, the location explained 87 percent of the nitrate variability. RF and XGBoost predicted nitrate concentration in surface water with high accuracy without using conditions or parameters of entry and enabled the observation of different relationships between drivers. Thus, it is possible to identify and
- Published
- 2022
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3. Efecto del cambio climático en la calidad del agua de la Cuenca del Júcar
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Universitat Politècnica de València. Departamento de Ingeniería Hidráulica y Medio Ambiente - Departament d'Enginyeria Hidràulica i Medi Ambient, Ministerio de Ciencia e Innovación, Ministerio de Economía, Industria y Competitividad, European Commission, Universitat Politècnica de València, Suárez-Almiñana, S., Paredes-Arquiola, J., Andreu, J., Solera, A., Universitat Politècnica de València. Departamento de Ingeniería Hidráulica y Medio Ambiente - Departament d'Enginyeria Hidràulica i Medi Ambient, Ministerio de Ciencia e Innovación, Ministerio de Economía, Industria y Competitividad, European Commission, Universitat Politècnica de València, Suárez-Almiñana, S., Paredes-Arquiola, J., Andreu, J., and Solera, A.
- Abstract
[EN] This study analyses the effect of climate change on water quality in the Júcar River Basin from future estimations of hydrological inputs and water temperature (WT). For this purpose, a large-scale water quality model was used to estimate the ecological status of all the water bodies, based on the concentrations of BDO5, P, NH4+ and NO3– for the future horizons 2020, 2050 and 2080. In this study, a greater number of water bodies with higher pollution levels (80-100% failures) were obtained in the horizons 2050 and 2080, which are located in the middle and lower parts of the basin. In addition, the degradation of BDO5 and the NH4+ is highly dependent on WT, highlighting the importance of considering this variable in the model., [ES] En este estudio se analiza el efecto del cambio climático en la calidad del agua de la cuenca del Júcar a partir de estimaciones futuras de aportaciones hidrológicas y temperatura del agua (Ta). Para ello, se utilizó un modelo de calidad de aguas a escala de cuenca con el que se estimó el estado ecológico de todas las masas de agua, basándose en las concentraciones de DBO5, P, NH4+ y NO3- para los horizontes futuros 2020, 2050 y 2080. De este análisis se obtuvo un incremento del número de masas con altos niveles de contaminación (80-100% incumplimientos) en los horizontes 2050 y 2080, localizadas sobre todo en la parte media y baja de la cuenca. Además, la degradación de la DBO5 y el NH4+ es muy dependiente de la temperatura del agua, poniendo de manifiesto la importancia de considerar esta variable en el modelo.
- Published
- 2021
4. Efecto del cambio climático en la calidad del agua de la Cuenca del Júcar
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Suárez-Almiñana, S., primary, Paredes-Arquiola, J., additional, Andreu, J., additional, and Solera, A., additional
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- 2021
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5. Optimización del indicador de escasez en la cuenca del río Júcar
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Universitat Politècnica de València. Departamento de Ingeniería Hidráulica y Medio Ambiente - Departament d'Enginyeria Hidràulica i Medi Ambient, Ministerio de Economía, Industria y Competitividad, Agencia Estatal de Investigación, European Commission, European Regional Development Fund, Palop-Donat, C., Paredes-Arquiola, J., Andreu, J., Universitat Politècnica de València. Departamento de Ingeniería Hidráulica y Medio Ambiente - Departament d'Enginyeria Hidràulica i Medi Ambient, Ministerio de Economía, Industria y Competitividad, Agencia Estatal de Investigación, European Commission, European Regional Development Fund, Palop-Donat, C., Paredes-Arquiola, J., and Andreu, J.
- Abstract
[ES] Los indicadores de estado de escasez ayudan a evitar pérdidas económicas, sociales y ambientales que causan las sequías en las cuencas mediterráneas como la cuenca del río Júcar. El presente trabajo pretende optimizar la obtención del Indicador de Estado de Escasez (IEE) para reproducir las situaciones de escasez acontecidas en un sistema de recursos hídricos (RRHH). La metodología consiste en utilizar un modelo de gestión RRHH, Aquatool-Simges, para definir los períodos de escasez y su magnitud. A continuación, se calculan las variables del IEE y se aplica un algoritmo evolutivo para optimizar su ponderación. Los resultados muestran un incremento del 13.7% y del 78.8% del peso de las variables VE07 y EA03 respectivamente. Además, se obtiene un 62% de acierto del método para predecir estados de normalidad en la cuenca. Se puede concluir que esta propuesta de optimización del IEE presenta buenos resultados, aunque muestran una anticipación a los escenarios de escasez y falsos positivos que se solventarán en futuros estudios., [EN] Scarcity status indicators help to avoid economic, social and environmental losses caused by droughts in Mediterranean basins such as the Jucar River basin. The aim of this work is to optimize the Scarcity State Indicator (SSI) in order to reproduce the scarcity periods occurring in a water resource system (WRS). The methodology used consists of using an WRS model, Aquatool-Simges, to define the scarcity periods and their magnitude. Then we computed the SSI variables and applied an evolutionary algorithm to optimize their weighting. The results show an increase of 13.7% and 78.8% in the weight of variables VE07 and EA03 respectively. In addition, a 62% success rate is obtained from the method for predicting states of normality in the basin. It can be concluded that this proposal for optimization of the EEI presents good results, although they show an anticipation of the scenarios of scarcity and false positives that will be solved in future studies.
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- 2020
6. Optimización del indicador de escasez en la cuenca del río Júcar
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Palop-Donat, C., primary, Paredes-Arquiola, J., additional, and Andreu, J., additional
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- 2020
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7. Análisis del cambio en las aportaciones hidrológicas en la cuenca del río Júcar a partir de 1980 y sus causas.
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Hernández-Bedolla, J., Solera, A., Paredes-Arquiola, J., and Roblero-Escobar, C. X.
- Abstract
Copyright of Ingeniería del Agua is the property of Universidad Politecnica de Valencia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2019
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8. Integrating water management, habitat modelling and water quality at the basin scale and environmental flow assessment: case study of the Tormes River, Spain
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Paredes-Arquiola, J., primary, Solera, A., additional, Martinez-Capel, F., additional, Momblanch, A., additional, and Andreu, J., additional
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- 2014
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9. Development of operating rules for a complex multi-reservoir system by coupling genetic algorithms and network optimization
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Lerma, N., primary, Paredes-Arquiola, J., additional, Andreu, J., additional, and Solera, A., additional
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- 2013
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10. IMPLEMENTING ENVIRONMENTAL FLOWS IN COMPLEX WATER RESOURCES SYSTEMS – CASE STUDY: THE DUERO RIVER BASIN, SPAIN
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Paredes‐Arquiola, J., primary, Martinez‐Capel, F., additional, Solera, A., additional, and Aguilella, V., additional
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- 2011
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11. IMPLEMENTING ENVIRONMENTAL FLOWS IN COMPLEX WATER RESOURCES SYSTEMS - CASE STUDY: THE DUERO RIVER BASIN, SPAIN.
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Paredes‐Arquiola, J., Martinez‐Capel, F., Solera, A., and Aguilella, V.
- Abstract
ABSTRACT European river basin authorities are responsible for the implementation of the new river basin management plans in accordance with the European Water Framework Directive. This paper presents a new methodology framework and approach to define and evaluate environmental flow regimes in the realistic complexities that exist with multiple water resource needs at a basin scale. This approach links river basin simulation models and habitat time series analysis to generate ranges of environmental flows (e-flows), which are evaluated by using habitat, hydropower production and reliability of water supply criteria to produce best possible alternatives. With the use of these tools, the effects of the proposed e-flows have been assessed to help in the consultation process. The possible effects analysed are impacts on water supply reliability, hydropower production and aquatic habitat. After public agreements, a heuristic optimization process was applied to maximize e-flows and habitat indicators, while maintaining a legal level of reliability for water resource demands. The final optimal e-flows were considered for the river basin management plans of the Duero river basin. This paper demonstrates the importance of considering quantitative hydrologic and ecological aspects of e-flows at the basin scale in addressing complex water resource systems. This approach merges standard methods such as physical habitat simulations and time series analyses for evaluating alternatives, with recent methods to simulate and optimize water management alternatives in river networks. It can be integrated with or used to complement other frameworks for e-flow assessments such as the In-stream Flow Incremental Methodology and Ecological Limits of Hydrologic Alteration. Copyright © 2011 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]
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- 2013
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12. Improved rainfall-runoff modelling tools for low-flow forecasting: Application to French catchments
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Perrin, C., Ramos, M.H., Andréassian, Vazken, Nicolle, Pierre, Crochemore, Louise, Pushpalatha, R., Andreu, J., Solera, A., Paredes-Arquiola, J., Haro-Monteagudo, D., Van Lanen, H., Hydrosystèmes et Bioprocédés (UR HBAN), and Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)
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ComputerApplications_MISCELLANEOUS ,[SDE]Environmental Sciences ,FRANCE - Abstract
International audience; Hydrological droughts are a major concern for decision makers throughout Europe. This paper presents the main lessons learnt from developments carried out at Irstea (France) to build hydrological tools and fulfil the needs of decision makers for improved low-flow forecasting and management. We address the issues of selection and comparative assessment of hydrological models, predictive uncertainties and application to reservoir management. The main challenges in developing improved tools for operational services are discussed.
13. Effect of climate change on the water quality of Mediterranean rivers and alternatives to improve its status.
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Dorado-Guerra DY, Paredes-Arquiola J, Pérez-Martín MÁ, Corzo-Pérez G, and Ríos-Rojas L
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- Rivers, Climate Change, Nitrates, Phosphorus analysis, Water Quality, Ammonium Compounds
- Abstract
Surface water (SW) quality is particularly vulnerable to increased concentrations of nutrients, and this issue may be exacerbated by climate change. Knowledge of the effects of temperature and rainfall on SW quality is required to take the necessary measures to achieve good SW status in the future. To address this, the aims of this study were threefold: (1) to assess how a changing climate may alter the nitrate, ammonium, phosphorus and biological oxygen demand status (BOD
5 ) of SW; (2) assess the relationship between water quality and flow; and (3) simulate diffuse and point source pollution reduction scenarios in the Júcar River Basin District in the Mediterranean region. A regionalised long-term climate scenario was used following one Representative Concentration Pathway (RCP8.5) with the data incorporated into the coupling of hydrological and water quality models. According to these climate change scenarios, SW with poor nitrate, ammonium, phosphorus and BOD5 status are expected to increase in the future by factors of 1.3, 1.9, 4 and 4, respectively. Furthermore, median ammonium and phosphorus concentration may be doubled in months with low flows. Additional measures are required to maintain current status in the water bodies, and it is necessary to reduce at least 25% of diffuse nitrate pollution, and 50% of point loads of ammonium, phosphorus, and BOD5 ., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 Elsevier Ltd. All rights reserved.)- Published
- 2023
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14. Coupling hydrological, habitat and water supply indicators to improve the management of environmental flows.
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Ghannem S, Bergillos RJ, Paredes-Arquiola J, Martínez-Capel F, and Andreu J
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Highly regulated basins have traditionally required management practices to mitigate the negative environmental impacts and ensure human well-being. This paper proposes and assesses environmental and water supply deficit indicators to assist in the management of environmental flows (e-flows). For that, a water allocation model is applied, and hydrological alteration, habitat alteration and water supply indicators are quantified, normalized and integrated into a general basin management indicator. This basin management indicator is analyzed for four management approaches and seven e-flow scenarios in the Júcar River Basin (eastern Spain). Hydrological alteration indicators show a less pronounced alteration in the river sections located upstream of the basin while a higher alteration in the downstream sections. As for the habitat indicators, they experience an improvement compared to the natural regime. Based on the values of the basin management indicator, the best e-flow scenario to adopt in the Júcar River Basin is selected. The indicators proposed in this work are useful for supporting decision-making regarding the planning and management of e-flows in regulated river basins worldwide., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2023
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15. Effects of environmental flows on hydrological alteration and reliability of water demands.
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Monico V, Solera A, Bergillos RJ, Paredes-Arquiola J, and Andreu J
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- Reproducibility of Results, Rivers, Water Movements, Hydrology, Water
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This paper presents a methodology to assess the effects of management strategies of environmental flows on the hydrological alteration of river basins on a daily scale. It comprises the collection and analysis of data, the implementation and calibration of a water allocation model; the computation of the natural flow regime; and the estimation, normalization, and aggregation of hydrological alteration indicators to obtain a global indicator of the hydrological alteration. The methodology was applied to a case study in the Iberian Peninsula: The Orbigo River basin, which belongs to the Duero River basin district. For that, three management scenarios were defined: the current scenario, a scenario without any environmental flow and the scenario with the environmental flows initially projected for the period 2022-2027. These scenarios were modelled with the SIMGES water allocation model, which is calibrated in the study site, and the hydrological alterations in four river stretches with different locations and characteristics were assessed. The implications of each environmental flow scenario on the demand reliabilities were also analysed. The global indicator of hydrological alteration obtained in the projected scenario was greater (better) than those of the other two scenarios, but the reliabilities of the water demands were worse. The methodology proposed in this work can be helpful to design environmental flow regimes considering both the effects on the hydrological alteration and the implication on the water demand reliabilities., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2021 The Author(s). Published by Elsevier B.V. All rights reserved.)
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- 2022
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16. A comparative analysis of the application of water quality exemptions in the European Union: The case of nitrogen.
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Bolinches A, Paredes-Arquiola J, Garrido A, and De Stefano L
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Freshwater ecosystems and water uses may be jeopardized by the degradation of water quality. The Water Framework Directive of the European Union (EU) sets environmental objectives for water bodies but foresees the establishment of exemptions under some circumstances. The criteria used to justify these exemptions, however, are not fully developed, leaving their application open to some arbitrariness. Our study explores the relations between the magnitude of pressures affecting continental surface water bodies and the declared exemptions on the permitted concentration of nitrogen. It identifies different approaches to declare exemptions to nitrogen environmental objectives across six EU Member States and discusses the underlying criteria. A better understanding of the pressures-impact-measures/exemptions relation helps compare water policy decisions across different regions subject to the same legal obligations and set priorities for mitigation measures., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2020 Elsevier B.V. All rights reserved.)
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- 2020
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17. Linking Pan-European data to the local scale for decision making for global change and water scarcity within water resources planning and management.
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Suárez-Almiñana S, Pedro-Monzonís M, Paredes-Arquiola J, Andreu J, and Solera A
- Abstract
This study focuses on a novel type of methodology which connects Pan-European data to the local scale in the field of water resources management. This methodology is proposed to improve and facilitate the decision making within the planning and management of water resources, taking into account climate change and its expected impacts. Our main point of interest is focused on the assessment of the predictability of extreme events and their possible effects, specifically droughts and water scarcity. Consequently, the Júcar River Basin was selected as the case study, due to the ongoing water scarcity problems and the last drought episodes suffered in the Mediterranean region. In order to study these possible impacts, we developed a modeling chain divided into four steps, they are: i) data collection, ii) analysis of available data, iii) models calibration and iv) climate impact analysis. Over previous steps, we used climate data from 15 different regional climate models (RCMs) belonging to the three different Representative Concentration Pathways (RCPs) coming from a hydrological model across all of Europe called E-HYPE. The data were bias corrected and used to obtain statistical results of the availability of water resources for the future (horizon 2039) and in form of indicators. This was performed through a hydrological (EVALHID), stochastic (MASHWIN) and risk management (SIMRISK) models, all of which were specifically calibrated for this basin. The results show that the availability of water resources is much more enthusiastic than in the current situation, indicating the possibility that climate change, which was predicted to occur in the future has already happened in the Júcar River Basin. It seems that the so called "Effect 80", an important decrease in water resources for the last three decades, is not well contemplated in the initial data., (Copyright © 2017 Elsevier B.V. All rights reserved.)
- Published
- 2017
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18. Managing water quality under drought conditions in the Llobregat River Basin.
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Momblanch A, Paredes-Arquiola J, Munné A, Manzano A, Arnau J, and Andreu J
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- Environmental Monitoring, Models, Theoretical, Water Resources statistics & numerical data, Water Supply statistics & numerical data, Conservation of Natural Resources methods, Droughts, Rivers chemistry, Water Resources analysis, Water Supply analysis
- Abstract
The primary effects of droughts on river basins include both depleted quantity and quality of the available water resources, which can render water resources useless for human needs and simultaneously damage the environment. Isolated water quality analyses limit the action measures that can be proposed. Thus, an integrated evaluation of water management and quality is warranted. In this study, a methodology consisting of two coordinated models is used to combine aspects of water resource allocation and water quality assessment. Water management addresses water allocation issues by considering the storage, transport and consumption elements. Moreover, the water quality model generates time series of concentrations for several pollutants according to the water quality of the runoff and the demand discharges. These two modules are part of the AQUATOOL decision support system shell for water resource management. This tool facilitates the analysis of the effects of water management and quality alternatives and scenarios on the relevant variables in a river basin. This paper illustrates the development of an integrated model for the Llobregat River Basin. The analysis examines the drought from 2004 to 2008, which is an example of a period when the water system was quantitative and qualitatively stressed. The performed simulations encompass a wide variety of water management and water quality measures; the results provide data for making informed decisions. Moreover, the results demonstrated the importance of combining these measures depending on the evolution of a drought event and the state of the water resources system., (Copyright © 2014 Elsevier B.V. All rights reserved.)
- Published
- 2015
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19. Key issues for determining the exploitable water resources in a Mediterranean river basin.
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Pedro-Monzonís M, Ferrer J, Solera A, Estrela T, and Paredes-Arquiola J
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- Environment, Reproducibility of Results, Rivers chemistry, Spain, Water Resources statistics & numerical data, Water Supply statistics & numerical data, Environmental Monitoring, Water Resources analysis, Water Supply analysis
- Abstract
One of the major difficulties in water planning is to determine the water availability in a water resource system in order to distribute water sustainably. In this paper, we analyze the key issues for determining the exploitable water resources as an indicator of water availability in a Mediterranean river basin. Historically, these territories are characterized by heavily regulated water resources and the extensive use of unconventional resources (desalination and wastewater reuse); hence, emulating the hydrological cycle is not enough. This analysis considers the Jucar River Basin as a case study. We have analyzed the different possible combinations between the streamflow time series, the length of the simulation period and the reliability criteria. As expected, the results show a wide dispersion, proving the great influence of the reliability criteria used for the quantification and localization of the exploitable water resources in the system. Therefore, it is considered risky to provide a single value to represent the water availability in the Jucar water resource system. In this sense, it is necessary that policymakers and stakeholders make a decision about the methodology used to determine the exploitable water resources in a river basin., (Copyright © 2014 Elsevier B.V. All rights reserved.)
- Published
- 2015
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20. [Percutaneous intrahepatic portosystemic shunt: its effects on hypersplenism].
- Author
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Añón Rodríguez R, Cervera Montes M, Palmero da Cruz J, García del Castillo G, Martínez Rodrigo J, Ballester Fayos J, Paredes Arquiola JM, and Moreno-Osset E
- Subjects
- Adult, Aged, Evaluation Studies as Topic, Female, Follow-Up Studies, Gastrointestinal Hemorrhage blood, Gastrointestinal Hemorrhage etiology, Gastrointestinal Hemorrhage surgery, Humans, Hypersplenism blood, Liver Cirrhosis blood, Liver Cirrhosis complications, Liver Cirrhosis surgery, Male, Middle Aged, Statistics, Nonparametric, Thrombocytopenia blood, Thrombocytopenia physiopathology, Time Factors, Hypersplenism physiopathology, Portasystemic Shunt, Transjugular Intrahepatic methods, Portasystemic Shunt, Transjugular Intrahepatic statistics & numerical data
- Abstract
The aim of this study was to verify the early effects that the transjugular intrahepatic portosystemic shunt (TIPS) produces on thrombocytopenia and its possible relationship to portal pressure and the size of the spleen. A TIPS was placed in 24 cirrhotic patients (11 women and 13 men) with a mean age of 57.6 +/- 12.3 years. Prior to the test the platelets count, the size of the spleen and the portocaval gradient were determined. The same parameters were evaluated one day and one month afterwards. A significant increase was observed in then number of platelets following the placement of the prosthesis (87.6 +/- 55.2 vs 97 +/- 66.8 x 10(9)/l) (p < 0.05) which was maintained in the monthly control without achieving statistical significance (99.5 +/- 60.8 x 10(9)/l). A significant decrease was also observed in the size of the spleen from 156.7 +/- 28.7 mm during the previous control to 144.5 +/- 19.9 mm in the monthly control (p < 0.05). The portocaval gradient was significantly reduced following the procedure with the values being 23.25 +/- 3.86 mmHg prior to the TIPS, 10.29 +/- 3.84 mmHg in the immediate control and 10.37 +/- 4.81 mmHg at the one month control. A statistically significant correlation was observed between the size of the spleen and the number of platelets in both the previous control (r = 0.7264; p < 0.001) and in the monthly control (r = 0.5764; p < 0.05), between the size of the spleen and the portocaval gradient prior to the test (r = 0.5285; p < 0.05) and at one month (r = 0.7185; p < 0.01) and between the portocaval gradient and the number of platelets before the prosthesis (r = 0.5060; p < 0.05). TIPS may improve the thrombocytopenia in correlation with the decrease in portal pressure.
- Published
- 1999
21. [Amoxicillin-clavulanic acid hepatotoxicity].
- Author
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Ballester Fayos J, Rodríguez Gil FJ, Paredes Arquiola JM, García del Castillo G, Antón-Conejero MD, Añón Rodríguez R, and Moreno-Osset E
- Subjects
- Adult, Female, Humans, Amoxicillin-Potassium Clavulanate Combination adverse effects, Chemical and Drug Induced Liver Injury etiology, Drug Therapy, Combination adverse effects
- Published
- 1998
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