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data collection; energy; entropy; neural networks; prediction; public health; sewage; wastewater; water; Norway
Abstract:
... Predicting discharges in sewage systems play an essential role in reducing sewer overflows and impacts on the environment and public health. Choosing a suitable model to predict discharges in these systems is essential to realizing these aforementioned goals. Long Short-Term Memory (LSTM) has been proposed as a robust technique for predicting discharges in wastewater networks. This study explored ...
Sultan Alam; Barkat Ullah; Muhammad Sufaid Khan; Najeeb ur Rahman; Luqman Khan; Luqman Ali Shah; Ivar Zekker; Juris Burlakovs; Anna Kallistova; Nikolai Pimenov; Erkata Yandri; Roy Hendroko Setyobudi; Yahya Jani; Muhammad Zahoor
... The Silica monolith particles (SMP) were prepared from Tetra-Methyl-Ortho-Silicate (TMOS) and characterized by Fourier transforms infrared (FTIR), Scanning electron microscopy (SEM), energy dispersive X-ray spectroscopy (EDX), and surface area analyzer. FTIR analysis showed the Si−O stretching confirming SMP formation. SEM analysis provided information about the mean diameter of SMP (1−5 µm). EDX ...
entropy; environmental protection; factor analysis; infrastructure; models; people; risk; risk reduction; river deltas; sustainable development; temporal variation; urbanization; water; water analysis; Yangtze River
Abstract:
... With rapid development of the economy and urbanization, water-related environmental risk in urban areas has increased and hindered social-economic development and ecological protection. The assessment of water-related environmental risk is of vital importance to the sustainable development of the Yangtze River Economic Belt (YREB). This study constructed a comprehensive assessment index system for ...
climate; cluster analysis; cultivation area; drought; entropy; factor analysis; groundwater; issues and policy; rain; risk assessment; water supply
Abstract:
... The purpose of this study is to conduct drought vulnerability assessment and cluster analysis of Korean island areas at eup (town) myeon (subcounty) level. Drought vulnerability assessment was conducted using factor analysis and entropy method, and cluster analysis was analyzed using K-means, a nonhierarchical cluster analysis method. Vulnerability consisted of climate exposure, sensitivity, and a ...
energy; entropy; humans; risk; rivers; society; sustainable development; water; China
Abstract:
... Water, energy, and food are essential resources for humanity. The growing shortages of these resources and serious deterioration of river environments are having a big impact on the sustainable development of the economy and society in China. Water, energy, and food support human life and yet coexist in different ways, and therefore it is critical to find a way for all three key elements to be sec ...
Zahid Ullah; Muhammad Afnan Talib; Abdur Rashid; Junaid Ghani; Asfandyar Shahab; Muhammad Irfan; Abdur Rauf; Sami Bawazeer; Zainab M. Almarhoon; Yahia N. Mabkhot
arsenic; calcium; entropy; groundwater; hydrogeochemistry; ion exchange; principal component analysis; water quality; Pakistan
Abstract:
... Arsenic (As) contamination in drinking groundwater is a common environmental problem in Pakistan. Therefore, sixty-one groundwater samples were collected from various groundwater sources in District Sanghar, Sindh province, Pakistan, to understand the geochemical behavior of elevated As in groundwater. Statistical summary showed the cations and anions abundance in decreasing order of Na⁺ > Ca²⁺ > ...
entropy; land cover; land use and land cover maps; urbanization; water; wetlands; Nigeria
Abstract:
... Incessant flooding is a major hazard in Lagos State, Nigeria, occurring concurrently with increased urbanization and urban expansion rate. Consequently, there is a need for an assessment of Land Use and Land Cover (LULC) changes over time in the context of flood hazard mapping to evaluate the possible causes of flood increment in the State. Four major land cover types (water, wetland, vegetation, ...
Sultan Alam; Muhammad Sufaid Khan; Ali Umar; Rozina Khattak; Najeeb ur Rahman; Ivar Zekker; Juris Burlakovs; Sergio S. dC Rubin; Makarand Madhao Ghangrekar; Gourav Dhar Bhowmick; Anna Kallistova; Nikolai Pimenov; Abbas Khan; Muhammad Zahoor
... Pd–Ni nanoparticles supported on activated carbon (Pd–Ni/AC) were prepared using a phase transfer method. The purpose of synthesizing ternary composites was to enhance the surface area of synthesized Pd–Ni nanoparticles, as they have a low surface area. The resulting composite was characterized by scanning electronic microscopy (SEM), X-ray diffraction (XRD) and energy-dispersive X-ray spectroscop ...
entropy; fields; forest land; grasslands; gravity; land use change; nonpoint source pollution; river water; rivers; runoff; surface water; water quality; watersheds
Abstract:
... Land use change is an important driving force factor affecting the river water environment and directly affecting water quality. To analyze the impact of land use change on water quality change, this study first analyzed the land use change index of the study area. Then, the study area was divided into three subzones based on surface runoff. The relationship between the characteristics of land use ...
agricultural land; ecology; entropy; environmental health; fuzzy logic; irrigation; irrigation water; modernization; salt content; soil salts; sustainable development; water conservation; water salinity; water table; China; Yellow River
Abstract:
... The construction of ecological irrigation districts is of great significance to protect the Yellow River ecology and achieve sustainable development of the local ecological economy. Taking the ecological irrigation district of Helan County as the study area, a health evaluation index system of the irrigation district was established, including three primary indexes of ecological environment, moder ...
Reynolds number; energy; entropy; equations; friction; friction velocity; water
Abstract:
... The shear velocity and friction coefficient for representing the resistance of flow are key factors to determine the flow characteristics of the open-channel flow. Various studies have been conducted in the open-channel flow, but many controversies remain over the form of equation and estimation methods. This is because the equations developed based on theory have not fully interpreted the frictio ...
Najeeb ur Rahman; Ihsan Ullah; Sultan Alam; Muhammad Sufaid Khan; Luqman Ali Shah; Ivar Zekker; Juris Burlakovs; Anna Kallistova; Nikolai Pimenov; Zane Vincevica-Gaile; Yahya Jani; Mohammad Zahoor
... In this study, Ailanthus altissima sawdust was chemically activated and characterized by Scanning Electron Microscopy (SEM), Fourier Transform Infrared (FTIR), Energy Dispersive X rays (EDX), and surface area analyzer. The sawdust was used as an adsorbent for the removal of azo dye; Acid Yellow 29 (AY 29) from wastewater. Different kinetic and equilibrium models were used to calculate the adsorpti ...
... Adsorbent material was prepared using distillers’ grains (DG), which is a waste product of distilleries. The DG was pre-treated with NaOH and esterification-modified with CS2, which is a commonly used anionic modifier. The structure and morphology of the adsorbent was characterized by FTIR, XRD, EDS, SEM, BET, and zeta potential. The related mechanism of adsorption of malachite green (MG) onto mod ...
... Streamflow measurements during high floods is a challenge for which the World Meteorological Organization fosters the development of innovative technologies for achieving an accurate estimation of the discharge. The use of non-contact sensors for monitoring surface flow velocities is of interest to turn these observed values into a cross-sectional mean flow velocity, and subsequently, into dischar ...
carotenoids; chlorophyll; corn; deficit irrigation; entropy; field capacity; grain yield; harvest index; irrigation water; rain; root zone drying; seedlings; soil water deficit; water use efficiency
Abstract:
... To investigate the effects of alternate partial root-zone irrigation (APRI) and water deficit at different growth stages on maize growth, physiological characteristics, the grain yield, and the water use efficiency (WUE), a pot experiment was conducted under a mobile automatic rain shelter. There were two irrigation methods, i.e., conventional irrigation (CI) and APRI; two irrigation levels, i.e., ...
... The headwater regions in the Tibetan Plateau play an essential role in the hydrological cycle, however the variation characteristics in the long-term precipitation and throughout-the-year apportionment remain ambiguous. To investigate the spatio-temporal variability of precipitation in the source region of the Yellow River (SRYR), different time scale data during 1979–2015 were studied based on Sh ...
... Based on the situation of Guiyang’s water resources, society, economy, ecology, etc., a comprehensive evaluation index system of Guiyang’s water resources carrying capacity is established by selecting appropriate indexes. Based on the analytic hierarchy process (AHP) and the entropy method, an evaluation model of Guiyang’s water resources carrying capacity is constructed. The results showed that t ...
... Water quality in the Dawu water source area is primarily studied through the traditional water quality assessment method that measures the chemical parameters of water against the existing standards, which is simple but cannot accurately describe the water quality. Although the water quality index (WQI) proposed by Horton is widely used for comprehensive water quality evaluation, parameter selecti ...
... In recent years, drought disaster has occurred frequently in China, causing significant agricultural losses. It is increasingly important to assess the risk of agricultural drought disaster (ADD) and to develop a targeted risk management approach. In this study, an ADD risk assessment model was established. First, an improved fuzzy analytic hierarchy process based on an accelerated genetic algorit ...
... The effects of human-induced stressors on riverine fish assemblages are still poorly understood, especially in species-poor assemblages such as those of temperate South American rivers. In this study we evaluated the effects of human-induced stressors on the taxonomic and functional facets of fish assemblages of two central-southern Chilean rivers: the Biobío River (flow regulated by multiple dams ...
entropy; fractal dimensions; freeze-thaw cycles; loess; micropores; microstructure; nuclear magnetic resonance spectroscopy; permeability; porosity; probability; soil micromorphology; water; China
Abstract:
... Loess landslides induced by the freeze–thaw effect frequently occur in Yili, China. Freeze–thaw cycles cause indelible changes in the soil microstructure, affecting its permeability. This study investigated the impacts of freeze–thaw cycles on the permeability of Yili loess using permeability tests on undisturbed (virgin, in situ) and remolded loess samples taken before and after freeze–thaw cycle ...
ammonium; aquaculture; biochemical oxygen demand; chemical oxygen demand; chlorides; cluster analysis; coliform bacteria; dry season; electrical conductivity; entropy; land use; multivariate analysis; nitrates; nitrites; orthophosphates; oxygen; pH; principal component analysis; rice; spatial data; sulfates; surface water; temperature; total nitrogen; total phosphorus; water quality; Vietnam
Abstract:
... This study was carried out to understand how land use patterns influence surface water quality in Tien Giang Province using remote sensing and statistical approaches. Surface water quality data were collected at 34 locations with the frequency of four times (March, June, September, and November) in 2019. Water quality parameters were used in the analysis, including pH, temperature, electrical cond ...
... With the progression of climate change, the intensity and frequency of extreme rainfall have increased in many parts of the world, while the continuous acceleration of urbanization has made cities more vulnerable to floods. In order to effectively estimate and assess the risks brought by flood disasters, this paper proposes a regional flood disaster risk assessment model combining emergy theory an ...
... Tunnel water inrush is complex, fuzzy, and random, and it is affected by many factors, such as hydrology, geology, and construction. However, few papers have considered the impact of dynamic monitoring on water inrush in previous research. In this study, considering geological, hydrological, and construction factors, as well as dynamic monitoring, a new multi-index evaluation method is proposed to ...
entropy; lakes; pollution; time series analysis; water; water quality; wetlands
Abstract:
... The existing weighting methods mainly comprise subjective and objective weighting and have a certain degree of subjectivity, with certain requirements for the professional ability of the users and unstable results. Therefore, an improved weighting method based on the entropy weight, over-standard multiple, and single-factor evaluation methods, referred to as the ESO method, is proposed. The advant ...
algorithms; color; energy; entropy; neural networks; probabilistic models; variance; water
Abstract:
... A lack of adequate consideration of underwater image enhancement gives room for more research into the field. The global background light has not been adequately addressed amid the presence of backscattering. This paper presents a technique based on pixel differences between global and local patches in scene depth estimation. The pixel variance is based on green and red, green and blue, and red an ...
aggregation behavior; aquatic habitat; entropy; fish; geomorphology; hydraulic flumes; hydroacoustics; hydrodynamics; rivers; stream channels; water flow; Yangtze River
Abstract:
... As a typical waterway modification, the spur dike narrows the water cross section, which increases the flow velocity and flushes the riverbed. Meanwhile, it also protects ecological diversity and improves river habitat. Different types of spur dikes could greatly impact the interaction between flow structure and local geomorphology, which in turn affects the evolution of river aquatic habitats. Fo ...
basins; case studies; entropy; groundwater; groundwater contamination; health effects assessments; human health; humans; hydrochemistry; irrigation; public health; salinity; semiarid zones; sodium; sodium adsorption ratio; sodium carbonate; statistical analysis; water quality; China
Abstract:
... Groundwater is a valuable water source for drinking and irrigation purposes in semiarid regions. Groundwater pollution may affect human health if it is not pretreated and provided for human use. This study investigated the hydrochemical characteristics driving groundwater quality for drinking and irrigation purposes and potential human health risks in the Xinzhou Basin, Shanxi Province, North Chin ...
energy conversion; entropy; hydrodynamics; liquids; temperature; van der Waals forces; vapors; water
Abstract:
... This study investigated the dynamics of vapor bubble growth and collapse for a laser-induced bubble. The smoothed particle hydrodynamics (SPH) method was utilized, considering the liquid and vapor phases as the van der Waals (VDW) fluid and the solid wall as a boundary. We compared our numerical results with analytical solutions of bubble density distribution and radius curve slope near a wall and ...
... Hydrological similarity-based parameter regionalization is the dominant method used for runoff prediction in ungauged basin. However, the application of this approach depends on assessing hydrological similarity between basins. This study used data for runoff, climate, and the underlying surface of the Hulan River Basin and Poyang Lake Basin to construct a novel physical hydrological similarity in ...
ammonium; biochemical oxygen demand; chemical oxygen demand; cyanides; entropy; information; models; multivariate analysis; normal distribution; pH; phenol; phosphates; sampling; total nitrogen; total phosphorus; total suspended solids; wastewater; water
Abstract:
... The composition of wastewaters collected during one year was evaluated based on the Shannon information entropy. Eleven physico-chemical parameters, biochemical oxygen demand (BOD), chemical oxygen demand (COD), total phosphorus (TP), total nitrogen (TN), total suspended solids (TSS), total dissolved salts (TDS), pH, ammonium, phosphate, cyanide and phenol, were determined for their characterizati ...
... Landslides are the most frequent phenomenon in the northern part of Iran, which cause considerable financial and life damages every year. One of the most widely used approaches to reduce these damages is preparing a landslide susceptibility map (LSM) using suitable methods and selecting the proper conditioning factors. The current study is aimed at comparing four bivariate models, namely the frequ ...
entropy; mathematical theory; rain; time series analysis; water; Brazil
Abstract:
... In this work, we analyze the complexity of monthly rainfall temporal series recorded from 1962 to 2012, at 133 gauge stations in the state of Pernambuco, northeastern Brazil. To this end, we employ the modified multiscale entropy method (MMSE), which is well suited for short time series, to analyze the rainfall regularity across a wide range of temporal scales, from one month to one year. We ident ...
Jarosław Chwastowski; Katarzyna Ciesielska; Wojciech Ciesielski; Karen Khachatryan; Henryk Kołoczek; Damian Kulawik; Zdzisław Oszczęda; Piotr Tomasik; Mariusz Witczak
air; electron paramagnetic resonance spectroscopy; entropy; nitrogen; pH; surface tension; water
Abstract:
... Water treated with low-temperature, low-pressure glow plasma (GP) in contact with air stimulates various microorganisms, the growth of various plants and provides healthy breeding of various animals. In this paper, we present water treated with GP under oxygen-free nitrogen. It is potentially suitable for breeding anaerobic microorganisms, and increasing the crops of plants utilizing atmospheric n ...
Ali Umar; Muhammad Sufaid Khan; Sultan Alam; Ivar Zekker; Juris Burlakovs; Steven S. dC Rubin; Gourav Dhar Bhowmick; Anna Kallistova; Nikolai Pimenov; Muhammad Zahoor
... In this study palladium-nickel (Pd-Ni) nanoparticles supported on carbon and cerium oxide (Pd-Ni/AC-CeO₂) were synthesized by a transfer phase method and characterized by scanning electronic microscopy (SEM), X-ray diffraction (XRD), and energy-dispersive X-ray spectroscopy (EDX). The XRD and SEM data concluded the presence of alloy formation between Pd and Ni. The synthesized particles were used ...
case studies; energy; entropy; population density; population growth; sustainable development; temporal variation; urbanization; water; China
Abstract:
... China has experienced an unparalleled urbanization process in recent decades, which has dramatically changed the water environment. Quantification of the water environment carrying capacity (WECC) is crucial given its importance to sustainable development. Existing studies have typically focused on the overall WECC system and lacked analysis of its internal features. In this study, the concepts, c ...
case studies; data quality; entropy; models; quality control; socioeconomics; sustainable development; uncertainty; water; China
Abstract:
... The scientific and accurate evaluation of water resources carrying capacity has good social, environmental and resource benefits. Reasonable selection of evaluation parameters is the key step to realize efficient and sustainable development of water resources. Taking Zanhuang County in the North China Plain as the research area, this study selected fuzzy comprehensive evaluation models with differ ...
... Accurate runoff forecasting is of great significance for the optimization of water resource management and regulation. Given such a challenge, a novel compound approach combining time-varying filtering-based empirical mode decomposition (TVFEMD), sample entropy (SE)-based subseries recombination, and the newly developed deep sequential structure incorporating convolutional neural network (CNN) int ...
... Arsenic has become a global concern in water environment, and it is essential to develop efficient remediation methods. In this study, a novel adsorbent by loading cerium and manganese oxide onto wheat straw-modified biochar (MBC) was manufactured successfully aiming to remove arsenic from polluted water. Through scanning electron microscopy and energy-dispersive spectroscopy (SEM-EDS), X-ray diff ...
case studies; entropy; environmental protection; models; sustainable development; uncertainty; water pollution; water quality; water shortages; China
Abstract:
... With the rapid development of the social economy, China is suffering from severe water scarcity due to improper management. Evaluation of water resource value is a crucial issue for innovative management in regional water resources. In this paper, in consideration of the complexity and uncertainty of water resources, 15 indicators were selected to establish the assessment system for its value in W ...
algorithms; entropy; meteorological data; monitoring; probability; rain gauges; water resources; wet season
Abstract:
... A reasonable rain gauge network layout can provide accurate regional rainfall data and effectively support the monitoring, development and utilization of water resources. Currently, an increasing number of network design methods based on entropy targets are being applied to network design. The discretization of data is a common method of obtaining the probability in calculations of information ent ...
case studies; entropy; models; socioeconomic development; water management; water resources; China
Abstract:
... The security of water resources is the core content and ultimate goal of urban water resource management agencies. The management of water resources is directly related to the needs of urban residents’ lives and the area’s socio-economic development. How to determine the effective evaluation indicators and methods is an important prerequisite to solving the water resource security prob ...
... The estimation of velocity profile in turbulent open channels is a difficult task due to the significant effects of the secondary flow. The present paper investigates the mechanism of the velocity-dip phenomenon, whereby the location of the maximum velocity appears to be below the free surface. Previous studies conducted in straight channels relate the mechanism of the velocity-dip phenomenon to s ...
... Illite-smectite clay is a new mixed mineral of illite and montmorillonite. The ability of nano illite/smectite clay to remove Pb(II) from slightly polluted aqueous solutions has been investigated. The effects of pH, contact time, initial concentration of Pb(II), nano illite/smectite clay dosage, and temperature on the adsorption process were studied. The nano illite/smectite clay was characterized ...
available water capacity; basins; case studies; entropy; humid zones; landslides; models; normalized difference vegetation index; runoff; watersheds; China
Abstract:
... Landslide susceptibility assessment is presently considered an effective tool for landslide warning and forecasting. Under the assessment procedure, a credible index weight can greatly increase the rationality of the assessment result. Using the Beijiang River Basin, China, as a case study, this paper proposes a new weight-determining method based on random forest (RF) and used the weighted linear ...
acceptable risk; accuracy; correlation; decision making; decision support systems; design; entropy; information; models; signal-to-noise ratio; sorting; testing; validity; water
Abstract:
... In decision-making with interval numbers, there are problems such as how to reduce the loss of decision information to improve decision accuracy and the difficulty of using interval numbers for sorting. On the basis of fully considering the subjective and objective weights of indexes, the grey entropy method (GEM) is improved by taking advantage of the Mahalanobis-Taguchi System (MTS) in which the ...
World Health Organization; calcium; drinking; entropy; groundwater; heavy metals; human health; irrigation; managers; oxygen; pH; pollutants; pollution; risk; sampling; semiarid zones; water quality; water supply; wells
Abstract:
... Groundwater is a major source of drinking and agricultural water supply in arid and semiarid regions. Poor groundwater quality can be a threat to human health especially when it is combined with hazardous pollutants like heavy metals. In this study, an innovative method involving entropy weighted groundwater quality index for both physicochemical and heavy metal content was used for a semiarid reg ...
capital; carrying capacity; case studies; entropy; models; sustainable development; water security; water use efficiency; water utilization; China
Abstract:
... The sustainable development of socioeconomic and environmental systems are highly dependent on water capital and water utilization efficiency. Nowadays, a significant portion of the world is facing water security issues due to a combination of various factors. As a result, socioeconomic and environmental systems are threatened. China is also currently experiencing problems. Water security assessme ...
entropy; income; mathematical models; mathematics; prices; socioeconomic status; sustainable development; uncertainty; water quality; water resources; water use efficiency
Abstract:
... In view of the complexity and uncertainty of water resources, this paper chooses an evaluation index system of 13 indicators based on the fuzzy mathematics model in three aspects: water resources, water quality and socioeconomic status. The entropy method was used to determine the weight of the index, and the water resource value of Nanjing in 2011–2015 was dynamically evaluated. The results ...
... Mountain torrent disasters are common natural hazards that occur in mountainous terrains. The risk assessment of mountain torrent disasters entails a multi-criteria decision-making process and involves a transformation between qualitative and quantitative uncertainties. By incorporating probability statistics and fuzzy set theories, cloud model derived from information science, can aid the require ...