Fuzzy-GA modeling in air quality assessment.

Abstract:

:In this paper, the authors have suggested and implemented the defined soft computing methods in air quality classification with case studies. The first study relates to the application of Fuzzy C mean (FCM) clustering method in estimating pollution status in cities of Maharashtra State, India. In this study, the computation of weighting factor using a new concept of reference group is successfully demonstrated. The authors have also investigated the efficacy of fuzzy set theoretic approach in combination with genetic algorithm in straightway describing air quality in linguistic terms with linguistic degree of certainty attached to each description using Zadeh-Deshpande (ZD) approach. Two metropolitan cities viz., Mumbai in India and New York in the USA are identified for the assessment of the pollution status due to their somewhat similar geographical features. The case studies infer that the fuzzy sets drawn on the basis of expert knowledge base for the criteria pollutants are not much different from those obtained using genetic algorithm. Pollution forecast using various methods including fuzzy time series forms an integral part of the paper.

journal_name

Environ Monit Assess

authors

Yadav J,Kharat V,Deshpande A

doi

10.1007/s10661-015-4351-7

subject

Has Abstract

pub_date

2015-04-01 00:00:00

pages

177

issue

4

eissn

0167-6369

issn

1573-2959

journal_volume

187

pub_type

杂志文章
  • Land use and land cover dynamics with special emphasis on shifting cultivation in Eastern Ghats Highlands of India using remote sensing data and GIS.

    abstract::Continual, historical, and accurate information about the land use/land cover (LULC) changes of the earth's surface is extremely important for sustainable management of natural resources. In this study, historical topographic sheets, IRS P6 LISS-III, and LANDSAT TM images were used to provide recent and historical LUL...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-019-7447-7

    authors: Adhikary PP,Barman D,Madhu M,Dash CJ,Jakhar P,Hombegowda HC,Naik BS,Sahoo DC,Beer K

    更新日期:2019-04-29 00:00:00

  • Metals and selenium in wild animals from Norwegian areas close to Russian nickel smelters.

    abstract::This paper reports the concentrations of metals (Al, As, Cd, Cr, Cu, Hg, Ni, Pb, and/or Zn) and selenium (Se) in kidney and/or liver samples from capercaillie (Tetrao urogallus), willow ptarmigan (Lagopus lagopus), hares (Lepus timidus), common shrews (Sorex araneus) and grey-sided voles (Clethrionomus rufocanus) from...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/BF00547905

    authors: Kålås JA,Ringsby TH,Lierhagen S

    更新日期:1995-07-01 00:00:00

  • A Decision Support System approach for rivers monitoring and sustainable management.

    abstract::This paper presents a Decision Support System (DSS) approach developed in the context of the Copernicus project entitled System for Water Monitoring and Sustainable Management based on Ground Stations and Satellite Images (WATERMAN). The main objective of WATERMAN is the monitoring and management of the Strymon River ...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1023/b:emas.0000031717.13972.27

    authors: Manos B,Bournaris T,Silleos N,Antonopoulos V,Papathanasiou J

    更新日期:2004-08-01 00:00:00

  • Polycyclic aromatic hydrocarbons in surface sediments from the Curonian Lagoon and the Nemunas River Delta (Lithuania, Baltic Sea): distribution, origin, and suggestions for the monitoring program.

    abstract::Curonian Lagoon is the largest lagoon in the Baltic Sea region suffering from a great anthropogenic pressure. Pollution sources within the Nemunas River basin and those within the Klaipėda Port are the main threats to this sensitive water area. For the first time, such a detailed study on 16 priority polycyclic aromat...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-019-7367-6

    authors: Stakėnienė R,Jokšas K,Galkus A,Raudonytė-Svirbutavičienė E

    更新日期:2019-03-09 00:00:00

  • Functional forest road network planning by consideration of environmental impact assessment for wood harvesting.

    abstract::Forest management today has to meet a number of objectives. Planning of multi-functional forest road networks is one essential for meeting the aims of the sustainable forest concept. Road construction damages the natural environment unless it is carefully thought out. As forest engineers we have to consider the protec...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-007-9912-y

    authors: Gumus S,Acar HH,Toksoy D

    更新日期:2008-07-01 00:00:00

  • Inorganic nitrogen transformations in the treatment of landfill leachate with a high ammonium load: A case study.

    abstract::The inorganic nitrogen transformations occurring at a municipal waste leachate treatment facility were investigated. The treatment facility consisted of a collection well and an artificial wetland between two aeration ponds. The first aeration pond showed a decrease in ammonium (from 3480 (+/- 120) to 630(+/- 90) mg x...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-006-9208-7

    authors: Parkes SD,Jolley DF,Wilson SR

    更新日期:2007-01-01 00:00:00

  • Dynamic eco-efficiency evaluation of the semiconductor industry: a sustainable development perspective.

    abstract::Serious environmental problems have accompanied remarkable global economic growth for decades. To assist managers in the semiconductor industry with economic and environmental management, this study executes DuPont analysis to examine economic impacts from the effective implementation of sustainability initiatives. We...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-019-7598-6

    authors: Lin F,Lin SW,Lu WM

    更新日期:2019-06-14 00:00:00

  • Determination of gaseous polycyclic aromatic hydrocarbons by a simple direct method using thermal desorption-gas chromatography-mass spectrometry.

    abstract::In the last decade, the development of novel analytical methodologies enabled the identification of several environmental pollutants responsible for health problems associated with indoor exposure. Polycyclic aromatic hydrocarbons (PAHs) are among the potential hazardous chemicals present in ambient air. Due to their ...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-012-3036-8

    authors: Martins GV,Martins S,Martins AO,Basto MC,Silva GV

    更新日期:2013-08-01 00:00:00

  • Utilization of biochar sorbents for Cd²⁺, Zn²⁺, and Cu²⁺ ions separation from aqueous solutions: comparative study.

    abstract::The objective of this study was to study the utilization of two different woody-derived biochars for Cd(2+), Zn(2+), and Cu(2+) ions separation from aqueous solutions. Physicochemical characterization confirmed the main differences in sorbent surface area and cation-exchange capacity. The maximum cadmium, zinc, and co...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-014-4093-y

    authors: Frišták V,Pipíška M,Lesný J,Soja G,Friesl-Hanl W,Packová A

    更新日期:2015-01-01 00:00:00

  • Spatial assessment of landscape ecological connectivity in different urban gradient.

    abstract::Urbanization has resulted in remnant natural patches within cities that often have no connectivity among themselves and to natural reserves outside the urban area. Protecting ecological connectivity in fragmented urban areas is becoming crucial in maintaining urban biodiversity and securing critical habitat levels and...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-015-4645-9

    authors: Park S

    更新日期:2015-07-01 00:00:00

  • An assessment of microbial communities associated with surface mining-disturbed overburden.

    abstract::To assess the microbiological changes that occur during the maturation of overburden that has been disturbed by surface mining of coal, a surface mining-disturbed overburden unit in southeastern Ohio, USA was characterized. Overburden from the same unit that had been disturbed for 37 and 16 years were compared to undi...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-013-3505-8

    authors: Poncelet DM,Cavender N,Cutright TJ,Senko JM

    更新日期:2014-03-01 00:00:00

  • Reduction of pollutants in pulp paper mill effluent treated by PCP-degrading bacterial strains.

    abstract::Two PCP-degrading bacterial strains, Bacillus cereus (ITRC-S6) and Serratia marcescens (ITRC-S7) were used for the treatment of pulp and paper mill effluent at conditions; 1.0% glucose and 0.5% peptone at 30 +/- 1 degrees C at 120 rpm for 168 h of incubation. These two bacterial strains effectively reduced colour (45-...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-008-0413-4

    authors: Chandra R,Raj A,Yadav S,Patel DK

    更新日期:2009-08-01 00:00:00

  • Measuring the wealth of nations.

    abstract::The sustainability of development is closely linked to changes in total per capita wealth. This paper presents estimates of the wealth of nations for nearly 100 countries, broken down into produced assets, natural resources and human resources. While the latter is the dominant form of wealth in virtually all countries...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1023/a:1024054602002

    authors: Hamilton K,Dixon JA

    更新日期:2003-07-01 00:00:00

  • Monitoring of metsulfuron-methyl and its residues in an artificial pond.

    abstract::The behavior of metsulfuron-methyl and its residues in an artificial pond was studied using a (14)C isotopic tracer technique. Throughout the experimental period, the majority of metsulfuron-methyl residues were sustained in the pond water. Furthermore, the metsulfuron-methyl residues were just found in the surface la...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-010-1481-9

    authors: Wang H,Yang F,Liu G,Lei Y,Ye Q

    更新日期:2011-03-01 00:00:00

  • Baseline assessment of heavy metal concentrations in surficial sediment from Kachemak Bay, Alaska.

    abstract::Heavy metal inputs to coastal Alaska ecosystems are driven by sediment loads from glacial meltwater and river outflows. This study characterized the spatial distribution of 16 major and trace metals in five strata in Kachemak Bay, as well as sediment total organic carbon content and grain size. Homer Harbor, a shallow...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-014-4106-x

    authors: Apeti DA,Hartwell IS

    更新日期:2015-01-01 00:00:00

  • Water quality characteristics and corrosion potential in blending zones in X city drinking water distribution system.

    abstract::Blended water, always existing in a drinking water distribution system (DWDS) with different sources, can cause some unintended results, including corrosion and/or release of corrosion by-products. Although some studies have specially focused on the blended water in DWDSs, the water quality characteristics, variations...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-018-6901-2

    authors: Zhang H,Wang K,Zhou X,Zhu W,Wang W

    更新日期:2018-08-16 00:00:00

  • Detection and assessment of the phytotoxicity of residual organic pollutants in sediment contaminated with pulp and paper mill effluent.

    abstract::The safe disposal of pulp and paper mill effluent is still a threat to the environment due to the presence of several unknown organic pollutants. The comparative physico-chemical analysis of pulp and paper mill effluent-contaminated sediment (PPECS) of site 1 and site 2 showed that the sediment had an alkaline nature ...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-018-6947-1

    authors: Yadav S,Chandra R

    更新日期:2018-09-11 00:00:00

  • Applications of a SWAT model to evaluate the contribution of the Tafna catchment (north-west Africa) to the nitrate load entering the Mediterranean Sea.

    abstract::An elevated nitrogen concentration in water is one of the main problems affecting water quality in Mediterranean rivers. The objectives of this study were (1) to evaluate the contribution of the Tafna catchment to the nitrate load entering the Mediterranean Sea, (2) to quantify the impact of agriculture on the nitrate...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-020-08482-0

    authors: Zettam A,Taleb A,Sauvage S,Boithias L,Belaidi N,Sanchez-Perez JM

    更新日期:2020-07-12 00:00:00

  • Measurements of benzene and formaldehyde in a medium sized urban environment. Indoor/outdoor health risk implications on special population groups.

    abstract::In the present study, the results of a measurement campaign aiming to assess cancer risk among two special groups of population: policemen and laboratory technicians exposed to the toxic substances, benzene and formaldehyde are presented. The exposure is compared to general population risk. The results show that polic...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-008-0230-9

    authors: Pilidis GA,Karakitsios SP,Kassomenos PA,Kazos EA,Stalikas CD

    更新日期:2009-03-01 00:00:00

  • Relationships among varying sampling distance and the IBI in warmwater, headwater streams of the Eastern Corn Belt Plain.

    abstract::Single-pass electrofishing was used to define the most efficient sampling distance to assess stream condition using the index of biotic integrity (IBI) methodology in headwater (<36 km(2) drainage area), warmwater streams in the Eastern Corn Belt Plain ecoregion. Based on wetted widths (1-3.3 m) of sampled reaches, we...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-014-3872-9

    authors: Simon TP,Morris CC

    更新日期:2014-10-01 00:00:00

  • Decadal time-scale monitoring of forest fires in Similipal Biosphere Reserve, India using remote sensing and GIS.

    abstract::Analyzing the spatial extent and distribution of forest fires is essential for sustainable forest resource management. There is no comprehensive data existing on forest fires on a regular basis in Biosphere Reserves of India. The present work have been carried out to locate and estimate the spatial extent of forest bu...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-014-3619-7

    authors: Saranya KR,Reddy CS,Rao PV,Jha CS

    更新日期:2014-05-01 00:00:00

  • Factors influencing the sinuosity of Pannagon River, Kottayam, Kerala, India: an assessment using remote sensing and GIS.

    abstract::The present study was carried out to identify the factors influencing the sinuosity of the Pannagon river, using the IRS P6 LISS III data and Geographical Information System (GIS) on 1:50,000 scale. The river follows meandering course and exhibits a narrow, highly sinuous and incised channel. Several lines of evidence...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-007-9755-6

    authors: Aswathy MV,Vijith H,Satheesh R

    更新日期:2008-03-01 00:00:00

  • A spatial analysis of pit latrine density and groundwater source contamination.

    abstract::This study aims to assess the relationship between chemical and microbial contamination of groundwater sources and a range of potential hazards in two peri-urban areas of Kisumu, Kenya where shallow wells and pit latrines are widely used. From 1998 to 2004, 263 samples were taken from 61 groundwater sources and tested...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-012-2866-8

    authors: Wright JA,Cronin A,Okotto-Okotto J,Yang H,Pedley S,Gundry SW

    更新日期:2013-05-01 00:00:00

  • A comparative study of occurrence and fate of endocrine disruptors: diethyl phthalate and dibutyl phthalate in ASP- and SBR-based wastewater treatment plants.

    abstract::Phthalates are endocrine-disrupting chemicals which affect endocrine system by bio-accumulation in aquatic organisms and produce adverse health effects in aquatic organisms as well as human beings, when come in contact. Present study focuses on occurrence and removal of two phthalates: diethylphthalate (DEP) and dibut...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-016-5617-4

    authors: Saini G,Pant S,Singh SO,Kazmi AA,Alam T

    更新日期:2016-11-01 00:00:00

  • Assessing genetic structure, diversity of bacterial aerosol from aeration system in an oxidation ditch wastewater treatment plant by culture methods and bio-molecular tools.

    abstract::Airborne bacteria emissions from oxidation ditch with rotating aeration brushes were investigated in a municipal wastewater treatment plant in Beijing, China. Microbial samples were collected at different distances from the rotating brushes, different heights above the water surface, and different operation state over...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-012-2578-0

    authors: Li L,Han Y,Liu J

    更新日期:2013-01-01 00:00:00

  • Airborne Alternaria and Cladosporium species and relationship with meteorological conditions in Eskisehir City, Turkey.

    abstract::Alternaria and Cladosporium, known as the most allergenic spores were first collected by means of Durham gravimetric sampler from Eskisehir atmosphere from January 1, 2000 to December 31, 2001. The daily, monthly and annual variations in spores/cm(2) of Cladosporium and Alternaria were recorded. During this period, a ...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-007-9939-0

    authors: Erkara IP,Asan A,Yilmaz V,Pehlivan S,Okten SS

    更新日期:2008-09-01 00:00:00

  • USA-scale patterns in wetland water quality as determined from the 2011 National Wetland Condition Assessment.

    abstract::Water quality is a central component of ecological assessments but less well characterized in wetlands than other waterbody types. The 2011 National Wetland Condition Assessment, spanning freshwater and brackish wetlands across the conterminous USA, provided an unprecedented opportunity to examine water quality patter...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-019-7321-7

    authors: Trebitz AS,Nestlerode JA,Herlihy AT

    更新日期:2019-06-20 00:00:00

  • Connecting community action and science to combat desertification: evaluation of a process.

    abstract::Combating desertification requires the involvement of many people ranging from communities who experience the effects on a daily basis and scientists attempting to understand the biophysical and socio-economic causes and consequences of desertification, to developers and policy makers on all levels. In many instances,...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-004-3999-1

    authors: Seely M,Moser P

    更新日期:2004-12-01 00:00:00

  • Transfer of heavy metals through terrestrial food webs: a review.

    abstract::Heavy metals are released into the environment by both anthropogenic and natural sources. Highly reactive and often toxic at low concentrations, they may enter soils and groundwater, bioaccumulate in food webs, and adversely affect biota. Heavy metals also may remain in the environment for years, posing long-term risk...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章,评审

    doi:10.1007/s10661-015-4436-3

    authors: Gall JE,Boyd RS,Rajakaruna N

    更新日期:2015-04-01 00:00:00

  • Assessing chromite ore processing residue (COPR) waste dump site using electrical resistivity tomography (ERT): a case study from Umaran, Kanpur, India.

    abstract::Leaching of chromium ions causes a serious threat to groundwater around chromite ore processing residue (COPR) dump sites in many countries. As a result, detailed subsurface characterization of the affected region is crucial for assessing the associated risks as well as initiating remedial measures. Though the convent...

    journal_title:Environmental monitoring and assessment

    pub_type: 杂志文章

    doi:10.1007/s10661-019-7646-2

    authors: Mishra U,Chandroth A,Basantaray AK,Chel S,Mandal A

    更新日期:2019-07-24 00:00:00