Implementation of an automated beach water quality nowcast system at ten California oceanic beaches.

Abstract:

:Fecal indicator bacteria like Escherichia coli and entercococci are monitored at beaches around the world to reduce incidence of recreational waterborne illness. Measurements are usually made weekly, but FIB concentrations can exhibit extreme variability, fluctuating at shorter periods. The result is that water quality has likely changed by the time data are provided to beachgoers. Here, we present an automated water quality prediction system (called the nowcast system) that is capable of providing daily predictions of water quality for numerous beaches. We created nowcast models for 10 California beaches using weather, oceanographic, and other environmental variables as input to tuned regression models to predict if FIB concentrations were above single sample water quality standards. Rainfall was used as a variable in nearly every model. The models were calibrated and validated using historical data. Subsequently, models were implemented during the 2017 swim season in collaboration with local beach managers. During the 2017 swim season, the median sensitivity of the nowcast models was 0.5 compared to 0 for the current method of using day-to-week old measurements to make beach posting decisions. Model specificity was also high (median of 0.87). During the implementation phase, nowcast models provided an average of 140 additional days per beach of updated water quality information to managers when water quality measurements were not made. The work presented herein emphasizes that a one-size-fits all approach to nowcast modeling, even when beaches are in close proximity, is infeasible. Flexibility in modeling approaches and adaptive responses to modeling and data challenges are required when implementing nowcast models for beach management.

journal_name

J Environ Manage

authors

Searcy RT,Taggart M,Gold M,Boehm AB

doi

10.1016/j.jenvman.2018.06.058

subject

Has Abstract

pub_date

2018-10-01 00:00:00

pages

633-643

eissn

0301-4797

issn

1095-8630

pii

S0301-4797(18)30710-2

journal_volume

223

pub_type

杂志文章
  • The inharmonious mechanism of CO2, NOx, SO2, and PM2.5 electric vehicle emission reductions in Northern China.

    abstract::Beijing benefits from the promotion of electric vehicles (EVs) in the improvement of road tailpipe emissions; these emissions are caused by internal combustion engine vehicles (ICEVs) and reduce the surrounding environmental quality. When analyzing the electricity grid, upstream emissions of EVs in Beijing can be trac...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.111236

    authors: Wang L,Yu Y,Huang K,Zhang Z,Li X

    更新日期:2020-11-15 00:00:00

  • Estimation of awareness and perception of water scarcity among farmers in the Guanzhong Plain, China, by means of a structural equation model.

    abstract::This paper applies a structural equation model (SEM) to analyze the formation of awareness and perception of water scarcity, based on a cross-sectional dataset of 446 farmers in the Guanzhong Plain, Shaanxi Province, China. We find that age, percentage of time spent on farming and social network are the main determina...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2013.03.051

    authors: Tang J,Folmer H,Xue J

    更新日期:2013-09-15 00:00:00

  • Effect of carbon-to-nitrogen ratio on simultaneous nitrification denitrification and phosphorus removal in a microaerobic moving bed biofilm reactor.

    abstract::In this study, long-term simultaneous nitrification denitrification (SND) and phosphorous removal were investigated in a continuous-flow microaerobic MBBR (mMBBR) operated at a dissolved oxygen (DO) concentration of 1.0 (±0.2) mg L-1. The mMBBR performance was evaluated at different feed carbon-to-nitrogen (C/N) ratio...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2019.109518

    authors: Iannacone F,Di Capua F,Granata F,Gargano R,Pirozzi F,Esposito G

    更新日期:2019-11-15 00:00:00

  • Fruit and vegetable waste management: Conventional and emerging approaches.

    abstract::Valorization of Fruit and Vegetable Wastes (FVW) is challenging owing to logistic-related problems, as well as to their perishable nature and heterogeneity, among other factors. In this work, the main existing routes for food waste valorization are critically reviewed. The study focuses on FVW because they constitute ...

    journal_title:Journal of environmental management

    pub_type: 杂志文章,评审

    doi:10.1016/j.jenvman.2020.110510

    authors: Esparza I,Jiménez-Moreno N,Bimbela F,Ancín-Azpilicueta C,Gandía LM

    更新日期:2020-07-01 00:00:00

  • Planning practice in support of economically and environmentally sustainable roads in floodplains: the case of the Mekong delta floodplains.

    abstract::Road development in relatively undisturbed floodplain systems, such as the floodplains of the Mekong River, will impact hydraulics and interrupt the natural flow of water. This affects the ecology and environment, and the livelihoods of people who depend on fishing and agriculture. On the other hand, floods can severe...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2013.04.048

    authors: Douven W,Buurman J

    更新日期:2013-10-15 00:00:00

  • Response surface methodology investigation into optimization of the removal condition and mechanism of Cr(Ⅵ) by Na2SO3/CaO.

    abstract::The removal of Cr(Ⅵ) by chemical reduction-precipitation is widely applied in wastewater treatment plants. Nevertheless, the formation of Cr(OH)3 with gel properties has weak settlement performance, making it necessary to add a coagulant aid to reduce the settling time and improve the settling effect. In this investig...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2017.07.012

    authors: Zhao S,Chen Z,Shen J,Kang J,Qu Y,Wang B,Wang X,Yuan L

    更新日期:2017-11-01 00:00:00

  • The influence of perforation of foil reactors on greenhouse gas emission rates during aerobic biostabilization of the undersize fraction of municipal wastes.

    abstract::The opinion, that the use of foil reactors for the aerobic biostabilization of municipal wastes is not a valid method, due to vulnerability to perforation, and risk of uncontrolled release of exhaust gasses, was verified. This study aimed to determine the intensity of greenhouse gas (GHG) emissions to the atmosphere f...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2017.11.054

    authors: Stegenta S,Dębowski M,Bukowski P,Randerson PF,Białowiec A

    更新日期:2018-02-01 00:00:00

  • A comparison of sediment deposition in two adjacent floodplains of the River Adour in southwest France.

    abstract::Two floodplains within the catchment of the River Adour (SW France) have been examined in order to analyse spatio-temporal variations in discharge and suspended matter flux. Both floodplain zones were found to be excellent sites for the interception of suspended sediment. The narrow riparian vegetative strips (RVS) wi...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2007.03.042

    authors: Brunet RC,Brian Astin K

    更新日期:2008-09-01 00:00:00

  • Capturing multiple values of ecosystem services shaped by environmental worldviews: a spatial analysis.

    abstract::Two related approaches to valuing nature have been advanced in past research including the study of ecosystem services and psychological investigations of the factors that shape behavior. Stronger integration of the insights that emerge from these two lines of enquiry can more effectively sustain ecosystems, economies...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2014.06.014

    authors: Van Riper CJ,Kyle GT

    更新日期:2014-12-01 00:00:00

  • Carbon inequality and economic development across the Belt and Road regions.

    abstract::Given the aim of maintaining global warming below 2 °C, carbon emission reduction has become a global top priority. Since the Belt and Road Initiative has increasing influence on manufacturing-oriented developing countries, more attention should be paid to carbon emission reduction in these regions. This study conduct...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.110250

    authors: Han M,Lao J,Yao Q,Zhang B,Meng J

    更新日期:2020-05-15 00:00:00

  • Monitoring and optimizing the co-composting of dewatered sludge: a mixture experimental design approach.

    abstract::The management of dewatered wastewater sludge is a major issue worldwide. Sludge disposal to landfills is not sustainable and thus alternative treatment techniques are being sought. The objective of this work was to determine optimal mixing ratios of dewatered sludge with other organic amendments in order to maximize ...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2011.04.012

    authors: Komilis D,Evangelou A,Voudrias E

    更新日期:2011-09-01 00:00:00

  • Removal of Se(IV) from aqueous solution using sulphuric acid-treated peanut shell.

    abstract::A carbonaceous sorbent was prepared from peanut shell via sulphuric acid treatment. Se(IV) removal from aqueous solution on the sorbent was studied varying time, pH, Se(IV) concentration, temperature and sorbent status (wet and dry). Se(IV) removal was faster using the wet sorbent than the dry sorbent following a pseu...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2007.03.021

    authors: El-Shafey EI

    更新日期:2007-09-01 00:00:00

  • Enhanced elimination of dimethachlon from soils using a novel strain Brevundimonas naejangsanensis J3.

    abstract::Dimethachlon is a hazardous xenobiotic which poses a potential risk on the ecosystem and human health after foliar spray for mitigating fungal diseases of crops. A novel dimethachlon-degrading strain was isolated and identified as Brevundimonas naejangsanensis J3. Free cells and enzymes of this strain could rapidly el...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2019.109848

    authors: Zhang C,Li J,An H,Wu X,Wu Y,Long Y,Li R,Xing D

    更新日期:2020-02-01 00:00:00

  • Method for phosphate oxygen isotopes analysis in water based on in situ enrichment, elution, and purification.

    abstract::The phosphate oxygen isotope (δ18OP) ratio has been proven to be an effective tool to trace the sources and biogeochemical cycles of phosphorus (P) in aquatic ecosystems. However, the enrichment of phosphate (PO4) and the removal of impurities are quite complex and easy to cause PO4 loss in current δ18OP analytical me...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.111618

    authors: Liu Y,Wang J,Chen J,Jin Z,Ding S,Yang X

    更新日期:2021-02-01 00:00:00

  • Desorption of two organophosphorous pesticides from soil with wastewater and surfactant solutions.

    abstract::A batch test was used to evaluate the extent of desorption of diazinon and dimethoate, preadsorbed on a calcareous agricultural soil, representative of the Mediterranean area. Urban wastewater from a secondary treatment and seven surfactant solutions, at concentrations ranging from 0.75 mg L(-1) to 10 gL(-1), were use...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2010.09.025

    authors: Hernández-Soriano MC,Mingorance MD,Peña A

    更新日期:2012-03-01 00:00:00

  • Decadal land cover change dynamics in Bhutan.

    abstract::Land cover (LC) is one of the most important and easily detectable indicators of change in ecosystem services and livelihood support systems. This paper describes the decadal dynamics in LC changes at national and sub-national level in Bhutan derived by applying object-based image analysis (OBIA) techniques to 1990, 2...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2014.02.014

    authors: Gilani H,Shrestha HL,Murthy MS,Phuntso P,Pradhan S,Bajracharya B,Shrestha B

    更新日期:2015-01-15 00:00:00

  • Phosphorus recovery from urine using cooling water system effluent as a precipitant.

    abstract::Phosphorus (P) recovery from wastewater has been recognized as a critical technology for solving the sustainable supply of this indispensable and non - renewable natural resource. In this study, the cost - free magnesium and calcium sources of using the cooling water system effluent (CWSE) in two thermal power plants ...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2019.05.057

    authors: Li P,Chen L,Ding Y,Tian X,Guan D,Zhang Z,Li J

    更新日期:2019-08-15 00:00:00

  • The energy-water-food nexus: strategic analysis of technologies for transforming the urban metabolism.

    abstract::Urban areas are considered net consumers of materials and energy, attracting these from the surrounding hinterland and other parts of the planet. The way these flows are transformed and returned to the environment by the city is important for addressing questions of sustainability and the effect of human behavior on t...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2014.01.054

    authors: Villarroel Walker R,Beck MB,Hall JW,Dawson RJ,Heidrich O

    更新日期:2014-08-01 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

  • The bioturbation effect of the snail Bellamya aeruginosa on phosphorus immobilisation by drinking water treatment residue in sediment: A long-term continuous flow test.

    abstract::This study used a relatively long-term (350 d) continuous flow test to determine the bioturbation effect of a benthic macroinvertebrate (the snail Bellamya aeruginosa) on sediment internal phosphorus (P) pollution control by in-situ immobilisation using drinking water treatment residue (DWTR) as the inactivating agent...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.110579

    authors: Shen X,Yuan N,Wang C

    更新日期:2020-07-15 00:00:00

  • Enhanced sonocatalysis of textile wastewater using bentonite-supported ZnO nanoparticles: Response surface methodological approach.

    abstract::The scope of this study was the use of bentonite as the carrier of ZnO nanoparticles for enhancing the sonocatalytic decolorization of Basic Red 46 (BR46) in the aqueous phase. The results demonstrated the higher sonocatalytic activity of bentonite-supported ZnO nanoparticles (BSZNs) in comparison with the suspended Z...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2016.05.001

    authors: Darvishi Cheshmeh Soltani R,Jorfi S,Safari M,Rajaei MS

    更新日期:2016-09-01 00:00:00

  • Pre-treatment and temperature effects on the use of slow release electron donor for biological sulfate reduction.

    abstract::Lignocellulosic materials can be used as slow release electron donor (SRED) for biological sulfate reduction, potentially enhancing the subsequent metal sulfide precipitation. Lignocellulosic materials require a pre-treatment step in other biotechnological applications, but pre-treatment strategies for its use as a SR...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.111216

    authors: Costa RB,Bevilaqua D,Lens PNL

    更新日期:2020-12-01 00:00:00

  • Modelling the seasonal impacts of a wastewater treatment plant on water quality in a Mediterranean stream using microbial indicators.

    abstract::Faecal pollution modelling is a valuable tool to evaluate and improve water management strategies, especially in a context of water scarcity. The reduction dynamics of five faecal indicator organisms (E. coli, spores of sulphite-reducing clostridia, somatic coliphages, GA17 bacteriophages and a human-specific Bifidoba...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.110220

    authors: Pascual-Benito M,Nadal-Sala D,Tobella M,Ballesté E,García-Aljaro C,Sabaté S,Sabater F,Martí E,Gracia CA,Blanch AR,Lucena F

    更新日期:2020-05-01 00:00:00

  • Evaluation of antibiotic oxytetracycline removal in water using a gas phase dielectric barrier discharge plasma.

    abstract::Degradation of oxytetracycline (OTC), a primary member of antibiotics in water, was performed by a gas phase dielectric barrier discharge (GPDBD) plasma reactor. The influences of operation conditions including applied voltages, air bubbling rates, initial OTC concentrations and initial pH values on OTC abatement were...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2018.08.022

    authors: Tang S,Yuan D,Rao Y,Zhang J,Qu Y,Gu J

    更新日期:2018-11-15 00:00:00

  • Treatment of agro based industrial wastewater in sequencing batch reactor: performance evaluation and growth kinetics of aerobic biomass.

    abstract::A sequencing batch reactor (SBR) with a working volume of 8 L and an exchange ratio of 25% was used to enrich biomass for the treatment of the anaerobically treated low pH palm oil mill effluent (POME). The influent concentration was stepwise increased from 5000 ± 500 mg COD/L to 11,500 ± 500 mg COD/L. The performance...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2014.07.023

    authors: Lim JX,Vadivelu VM

    更新日期:2014-12-15 00:00:00

  • Isolation of a novel yeast strain Candida digboiensis TERI ASN6 capable of degrading petroleum hydrocarbons in acidic conditions.

    abstract::A novel yeast species Candida digboiensis TERI ASN6 was isolated from soil samples contaminated with acidic oily sludge (pH 1-3) from the Digboi refinery (Northeast India). The strain TERI ASN6 could degrade 73% of the total petroleum hydrocarbons present in the medium at pH 3 in a week. This strain presents a dimorph...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2008.11.026

    authors: Sood N,Lal B

    更新日期:2009-04-01 00:00:00

  • Compost humic acid-like isolates from composting process as bio-based surfactant: Properties and feasibility to solubilize hydrocarbon from crude oil contaminated soil.

    abstract::Biodecomposition of organic solid waste during composting process produces compost humic acid-like (cHAL), which is classified as biobased surfactant. The present study aimed to characterize the properties of cHAL substance which was formed during the composting process of crude oil contaminated soil, in terms of surf...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2018.08.010

    authors: Sari GL,Trihadiningrum Y,Wulandari DA,Pandebesie ES,Warmadewanthi IDAA

    更新日期:2018-11-01 00:00:00

  • Influence of polyelectrolyte architecture on the electrokinetics and dewaterability of industrial membrane bioreactor activated sludge.

    abstract::Improvement of sludge dewaterability is greatly hindered by the presence of large amounts of interstitial water molecules trapped in the sludge as a result of strong hydrophilic characteristics. This study has investigated the influence of six different polyacrylamide (PAM) flocculants with different molecular archite...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2018.12.067

    authors: Yousefi SA,Nasser MS,Hussein IA,Judd S

    更新日期:2019-03-01 00:00:00

  • An energy-friendly alternative in the large-scale production of soybean oil.

    abstract::Soybean oil is widely used as cooking oil, whereas the soybean cake is a valuable ingredient for animal food. The extraction of soybean oil is an energy-intensive process, with additional significant impact on the environment via the wastewater and hexane emissions. The research investigated different ways to minimize...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2018.09.059

    authors: Kong W,Baeyens J,De Winter K,Urrutia AR,Degrève J,Zhang H

    更新日期:2019-01-15 00:00:00

  • Roles of pH, cation valence, and ionic strength in the stability and aggregation behavior of zinc oxide nanoparticles.

    abstract::The effects of pH, cation valence, and ionic strength (IS) on the stability and aggregation behavior of zinc oxide nanoparticles (ZnO NPs) were investigated in this study. Results showed that ZnO NPs were most prone to aggregation at the isoelectric point (pH = 8.7), with an aggregation rate (ΔD/Δt) of 30.1. ZnO NPs s...

    journal_title:Journal of environmental management

    pub_type: 杂志文章

    doi:10.1016/j.jenvman.2020.110656

    authors: Wang X,Sun T,Zhu H,Han T,Wang J,Dai H

    更新日期:2020-08-01 00:00:00