当前位置： SCI文献检索 > JOURNAL OF ENVIRONMENTAL MANAGEMENT期刊下所有文献 > Statistical analysis and ANN modeling for predicting hydrological extremes under climate change scenarios: the example of a small Mediterranean agro-watershed.

Statistical analysis and ANN modeling for predicting hydrological extremes under climate change scenarios: the example of a small Mediterranean agro-watershed.

Abstract：

:The purpose of this study was to create a modeling management tool for the simulation of extreme flow events under current and future climatic conditions. This tool is a combination of different components and can be applied in complex hydrogeological river basins, where frequent flood and drought phenomena occur. The first component is the statistical analysis of the available hydro-meteorological data. Specifically, principal components analysis was performed in order to quantify the importance of the hydro-meteorological parameters that affect the generation of extreme events. The second component is a prediction-forecasting artificial neural network (ANN) model that simulates, accurately and efficiently, river flow on an hourly basis. This model is based on a methodology that attempts to resolve a very difficult problem related to the accurate estimation of extreme flows. For this purpose, the available measurements (5 years of hourly data) were divided in two subsets: one for the dry and one for the wet periods of the hydrological year. This way, two ANNs were created, trained, tested and validated for a complex Mediterranean river basin in Crete, Greece. As part of the second management component a statistical downscaling tool was used for the creation of meteorological data according to the higher and lower emission climate change scenarios A2 and B1. These data are used as input in the ANN for the forecasting of river flow for the next two decades. The final component is the application of a meteorological index on the measured and forecasted precipitation and flow data, in order to assess the severity and duration of extreme events.

journal_name

J Environ Manage

journal_title

Journal of environmental management

authors

Kourgialas NN,Dokou Z,Karatzas GP

doi

10.1016/j.jenvman.2015.02.034

subject

Has Abstract

pub_date

2015-05-01 00:00:00

pages

86-101

eissn

0301-4797

issn

1095-8630

pii

S0301-4797(15)00109-7

journal_volume

154

pub_type

杂志文章

相关文献

JOURNAL OF ENVIRONMENTAL MANAGEMENT文献大全
  • Performance of electrochemical oxidation and photocatalysis in terms of kinetics and energy consumption. New insights into the p-cresol degradation.

    abstract：:This work reports the comparative performance of two Advanced Oxidation Processes (AOPs), electrochemical oxidation and photocatalysis, as individual technological alternatives for the treatment of effluents containing p-cresol. First, the influence of operating parameters in the oxidation and mineralization yield was...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2016.04.049

    authors： Escudero CJ,Iglesias O,Dominguez S,Rivero MJ,Ortiz I

    更新日期：2017-06-15 00:00:00

  • Identifying important military installations for continental-scale conservation of marsh bird breeding habitat.

    abstract：:Degradation of wetland ecosystems has negatively impacted many species, perhaps none more so than marsh birds that breed in vegetative emergent wetlands throughout North America. The U.S. Department of Defense manages approximately 29 million acres of land within the continental U.S., and many military installations c...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2019.109664

    authors： Stevens BS,Conway CJ

    更新日期：2019-12-15 00:00:00

  • Cost effectiveness in site selection to protect native plant communities from the weed, bitou bush, in New South Wales, Australia.

    abstract：:Government funding to protect native plant communities is usually limited. For cost effectiveness, priority sites for conservation must therefore be identified and funds allocated to protect these sites according to the quantity of communities conserved per dollar of cost. In 1999, invasion of coastal vegetation in Ne...

    journal_title：Journal of environmental management

    pub_type： 杂志文章,评审

    doi：10.1016/j.jenvman.2013.06.018

    authors： Sinden J,Downey P,Cacho O,Hester S

    更新日期：2013-10-15 00:00:00

  • An evaluation of the predictive performance of distributional models for flora and fauna in north-east New South Wales.

    abstract：:To use models of species distributions effectively in conservation planning, it is important to determine the predictive accuracy of such models. Extensive modelling of the distribution of vascular plant and vertebrate fauna species within north-east New South Wales has been undertaken by linking field survey data to ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1006/jema.2001.0425

    authors： Pearce J,Ferrier S,Scotts D

    更新日期：2001-06-01 00:00:00

  • Paper recycling framework, the "Wheel of Fiber".

    abstract：:At present, there is no reliable method in use that unequivocally describes paper industry material flows and makes it possible to compare geographical regions with each other. A functioning paper industry Material Flow Account (MFA) that uses uniform terminology and standard definitions for terms and structures is ne...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2016.03.004

    authors： Ervasti I,Miranda R,Kauranen I

    更新日期：2016-06-01 00:00:00

  • Active and passive biosorption of Pb(II)using live and dead biomass of marine bacterium Bacillus xiamenensis PbRPSD202: Kinetics and isotherm studies.

    abstract：:A highly lead(II) resistant (up to 2200 mg/l) bacterium PbRPSD202 was selected among 210 lead resistant bacteria isolated from marine environment of Paradeep Port, Odisha for possible biosoption of toxic Pb (II) ions from metals polluted environments. The bacterium was identified as Bacillus xiamenensis following the ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2019.06.073

    authors： Mohapatra RK,Parhi PK,Pandey S,Bindhani BK,Thatoi H,Panda CR

    更新日期：2019-10-01 00:00:00

  • Analysis of antibiotic multi-resistant bacteria and resistance genes in the effluent of an intensive shrimp farm (Long An, Vietnam).

    abstract：:In Vietnam, intensive shrimp farms heavily rely on a wide variety of antibiotics (ABs) to treat animals or prevent disease outbreak. Potential for the emergence of multi-resistant bacteria is high, with the concomitant contamination of adjacent natural aquatic habitats used for irrigation and drinking water, impairing...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.02.089

    authors： Pham TTH,Rossi P,Dinh HDK,Pham NTA,Tran PA,Ho TTKM,Dinh QT,De Alencastro LF

    更新日期：2018-05-15 00:00:00

  • A case-study based framework for assessing the multi-sector performance of green infrastructure.

    abstract：:Green infrastructure is emerging as a holistic stormwater management strategy that can also provide multi-sector benefits. Robust demonstration of project success can help leverage the appeal of green infrastructure to different sectors and open the door to a variety of funding opportunities. Yet comprehensively asses...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.06.029

    authors： Gordon BL,Quesnel KJ,Abs R,Ajami NK

    更新日期：2018-10-01 00:00:00

  • Coagulation-flocculation followed by catalytic ozonation processes for enhanced primary treatment during wet weather conditions.

    abstract：:Combined sewer overflows (CSO), generated during the wet weather flow from the combination of the inflow and stormwater runoff in sewer system, result in an overflow of untreated wastewater from sewer system, which might ultimately contain different micropollutants (MPs). In this study, a coagulation-flocculation-sedi...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2021.111975

    authors： López-Vinent N,Cruz-Alcalde A,Ganiyu SO,Sable S,Messele SA,Lillico D,Stafford J,Sans C,Giménez J,Esplugas S,Gamal El-Din M

    更新日期：2021-01-25 00:00:00

  • Enhancing quantitative approaches for assessing community resilience.

    abstract：:Scholars from many different intellectual disciplines have attempted to measure, estimate, or quantify resilience. However, there is growing concern that lack of clarity on the operationalization of the concept will limit its application. In this paper, we discuss the theory, research development and quantitative appr...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.01.083

    authors： Chuang WC,Garmestani A,Eason TN,Spanbauer TL,Fried-Petersen HB,Roberts CP,Sundstrom SM,Burnett JL,Angeler DG,Chaffin BC,Gunderson L,Twidwell D,Allen CR

    更新日期：2018-05-01 00:00:00

  • Environmental impact and management of phosphogypsum.

    abstract：:The production of phosphoric acid from natural phosphate rock by the wet process gives rise to an industrial by-product called phosphogypsum (PG). About 5 tons of PG are generated per ton of phosphoric acid production, and worldwide PG generation is estimated to be around 100-280 Mt per year. This by-product is mostly...

    journal_title：Journal of environmental management

    pub_type： 杂志文章,评审

    doi：10.1016/j.jenvman.2009.03.007

    authors： Tayibi H,Choura M,López FA,Alguacil FJ,López-Delgado A

    更新日期：2009-06-01 00:00:00

  • A framework for profiling a lake's riparian area development potential.

    abstract：:Some of the greatest challenges for managing residential development occur at the interface between the terrestrial and aquatic ecosystems--in a lake's riparian area. Land use planners need a framework they can use to identify development hotspots, areas were the next push for development will most likely occur. Lake ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2003.09.016

    authors： Jakes PJ,Schlichting C,Anderson DH

    更新日期：2003-12-01 00:00:00

  • Comparison of three different wastewater sludge and their respective drying processes: Solar, thermal and reed beds - Impact on organic matter characteristics.

    abstract：:Drying process aims at minimising the volume of wastewater sludge (WWS) before disposal, however it can impact sludge characteristics. Due to its high content in organic matter (OM) and lipids, sludge are mainly valorised by land farming but can also be considered as a feedstock for biodiesel production. As sludge com...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2016.05.070

    authors： Collard M,Teychené B,Lemée L

    更新日期：2017-12-01 00:00:00

  • Evaluation of permeable pavement responses to urban surface runoff.

    abstract：:The construction of permeable pavement (PP) in sidewalks of urban areas is an alternative low impact development (LID) to control stormwater runoff volume and consequently decrease the discharge of pollutants in receiving water bodies. In this paper, some laboratory experiments were performed to evaluate the efficienc...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2016.11.027

    authors： Kamali M,Delkash M,Tajrishy M

    更新日期：2017-02-01 00:00:00

  • Health-care waste management in India.

    abstract：:Health-care waste management in India is receiving greater attention due to recent regulations (the Biomedical Wastes (Management & Handling) Rules, 1998). The prevailing situation is analysed covering various issues like quantities and proportion of different constituents of wastes, handling, treatment and disposal m...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1006/jema.2001.0453

    authors： Patil AD,Shekdar AV

    更新日期：2001-10-01 00:00:00

  • The recreational value of different winter conditions in Oslo forests: a choice experiment.

    abstract：:Cross-country skiing is important to many Norwegians as exercise and recreation during winter. The most heavily used areas for cross-country skiing are the forests near the capital city Oslo. Here, observed and predicted climate change lead to reduced snow days. A choice experiment estimates forest users' willingness ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2013.10.006

    authors： Sælen H,Ericson T

    更新日期：2013-12-15 00:00:00

  • Green roof systems: a study of public attitudes and preferences in southern Spain.

    abstract：:This study investigates people's preconceptions of green roofs and their visual preference for different green roof design alternatives in relation to behavioral, social and demographical variables. The investigation was performed as a visual preference study using digital images created to represent eight different a...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2013.04.052

    authors： Fernandez-Cañero R,Emilsson T,Fernandez-Barba C,Herrera Machuca MÁ

    更新日期：2013-10-15 00:00:00

  • Tourism, biodiversity and protected areas--Review from northern Fennoscandia.

    abstract：:Tourist numbers in northern Fennoscandia outweigh those in other northern boreal - arctic regions, which creates a specific need to evaluate the impacts of tourism. This review 1) identifies patterns and trends in the vegetation and wildlife of northern Fennoscandian terrestrial ecosystems as a consequence of tourism ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章,评审

    doi：10.1016/j.jenvman.2015.12.011

    authors： Tolvanen A,Kangas K

    更新日期：2016-03-15 00:00:00

  • A framework for assessing the impact of land use policy on community exposure to air toxics.

    abstract：:Our research focuses on the linkage between land use planning policy and the spatial pattern of exposure to air toxics emissions. Our objective is to develop a modeling framework for assessment of the community health risk implications of land use policy. The modeling framework is not intended to be a regulatory tool ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2006.03.011

    authors： Willis MR,Keller AA

    更新日期：2007-04-01 00:00:00

  • Encapsulated green magnetic nanoparticles for the removal of toxic Pb2+ and Cd2+ from water: Development, characterization and application.

    abstract：:Current research is based on an innovative approach of the fabrication of encapsulated sustainable, green, phytogenic magnetic nanoparticles (PMNPs), to inhibit the generation of secondary pollutants (Iron/Feo) during water treatment applications. These novel bio-magnetic membrane capsules (BMMCs) were prepared using ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.12.112

    authors： Ali I,Peng C,Lin D,Saroj DP,Naz I,Khan ZM,Sultan M,Ali M

    更新日期：2019-03-15 00:00:00

  • Performance of non-catalytic thermal hydrolysis and wet oxidation for sewage sludge degradation under moderate operating conditions.

    abstract：:Land disposal of waste activated sludge pose environmental risks due to the presence of heavy metals, pathogens and organic pollutants. Anaerobic digestion (AD) is one of the preferred treatment methods for sludge treatment. However, sludge hydrolysis is often found the rate-limiting step thereby reducing the biogas g...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2019.02.094

    authors： Malhotra M,Garg A

    更新日期：2019-05-15 00:00:00

  • An econometric analysis of changes in arable land utilization using multinomial logit model in Pinggu district, Beijing, China.

    abstract：:Arable land in China has been decreasing as a result of rapid population growth and economic development as well as urban expansion, especially in developed regions around cities where quality farmland quickly disappears. This paper analyzed changes in arable land utilization during 1993-2008 in the Pinggu district, B...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2013.05.020

    authors： Xu Y,McNamara P,Wu Y,Dong Y

    更新日期：2013-10-15 00:00:00

  • A novel real-time monitoring and control system for waste-to-energy gasification process employing differential temperature profiling of a downdraft gasifier.

    abstract：:A novel, cost-effective and real-time process monitoring and control system was developed to maintain stable operation of waste-to-energy gasification process. It comprised a feedback loop control that utilized the differential temperatures of the oxidation and reduction zones in the gasifier to determine the regional...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.12.107

    authors： Chan WP,Veksha A,Lei J,Oh WD,Dou X,Giannis A,Lisak G,Lim TT

    更新日期：2019-03-15 00:00:00

  • Consistency between health risks and microbial response mechanism of various petroleum components in a typical wastewater-irrigated farmland.

    abstract：:Various petroleum components possess distinctive migration and toxicity characteristics. Evaluation of contamination levels on the basis of total concentrations of petroleum hydrocarbons in soil and groundwater is limited. Hunpu, a typical wastewater-irrigated area, is located at the southwest of Shenyang City, Liaoni...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2016.03.018

    authors： Zhang J,Fan SK

    更新日期：2016-06-01 00:00:00

  • Catchment-scale effects of river fragmentation: A case study on restoring connectivity.

    abstract：:More than two thirds of large rivers worldwide are fragmented, threatening freshwater biodiversity, river integrity, and the services that freshwater ecosystems provide for human populations around the globe. In an effort to alleviate the impacts of barriers, engineered solutions have been developed, though with somew...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2020.110408

    authors： Birnie-Gauvin K,Nielsen J,Frandsen SB,Olsen HM,Aarestrup K

    更新日期：2020-06-15 00:00:00

  • Accumulation of cadmium in the edible parts of six vegetable species grown in Cd-contaminated soils.

    abstract：:Species difference in Cd accumulation is important for selection of agronomic technologies aimed at producing low-Cd vegetables. Six vegetable species (Chinese leek, pakchoi, carrot, radish, tomato and cucumber) were grown in pot and field experiments to study the accumulation of Cd under different conditions. In the ...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2008.05.004

    authors： Yang Y,Zhang FS,Li HF,Jiang RF

    更新日期：2009-02-01 00:00:00

  • The physical, economic and policy drivers of land conversion to forestry in Ireland.

    abstract：:Land use change is fundamentally a product of the interaction of physical land characteristics, economic considerations and agricultural and environmental policies. Researchers are increasingly combining physical and socio-economic spatial data to investigate the drivers of land-use change in relation to policy and ec...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2013.10.017

    authors： Upton V,O'Donoghue C,Ryan M

    更新日期：2014-01-01 00:00:00

  • Methane hotspot localization and visualization at a large-scale Xi'an landfill in China: Effective tool for landfill gas management.

    abstract：:The variation characteristics and influence factors of methane emission at Jiangchungou landfill, one of the largest landfill in China, has been investigated by a one-year field monitoring campaign during 2015-2016. The methane concentration above the landfill surface varied widely from negligible to 33,975 ppm. At le...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2018.08.012

    authors： Shen S,Chen Y,Zhan L,Xie H,Bouazza A,He F,Zuo X

    更新日期：2018-11-01 00:00:00

  • Level-set methods applied to the kinematic wave equation governing surface water flows.

    abstract：:Critical issues arising from the governing nonlinear equations in surface water hydrodynamic include discontinuities in water surface levels, blow-up of water surface gradient, and treatment of dry beds or zero water depths, involving mathematical problems related to functional regularities of unknown variables such a...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2020.110784

    authors： Mean S,Unami K,Fujihara M

    更新日期：2020-09-01 00:00:00

  • Sustaining the environment through recycling: an empirical study.

    abstract：:This paper examines the determinants of recycling behaviour among 200 university students from the perspective of the theory of planned behaviour (TPB). Data was analysed using Structural Equation Modelling technique. Findings indicate that environmental awareness was significantly related to attitude towards recyclin...

    journal_title：Journal of environmental management

    pub_type： 杂志文章

    doi：10.1016/j.jenvman.2012.02.025

    authors： Ramayah T,Lee JW,Lim S

    更新日期：2012-07-15 00:00:00