Assessing surface water pollution in Hanoi, Vietnam, using remote sensing and machine learning algorithms DOI
Do Thi Nhung,

Diem-My Thi Nguyen,

Jiwnath Ghimire

и другие.

Environmental Science and Pollution Research, Год журнала: 2023, Номер 30(34), С. 82230 - 82247

Опубликована: Июнь 15, 2023

Язык: Английский

Measurement of Total Dissolved Solids and Total Suspended Solids in Water Systems: A Review of the Issues, Conventional, and Remote Sensing Techniques DOI Creative Commons
Godson Ebenezer Adjovu, Haroon Stephen, David E. James

и другие.

Remote Sensing, Год журнала: 2023, Номер 15(14), С. 3534 - 3534

Опубликована: Июль 13, 2023

This study provides a comprehensive review of the efforts utilized in measurement water quality parameters (WQPs) with focus on total dissolved solids (TDS) and suspended (TSS). The current method used TDS TSS includes conventional field gravimetric approaches. These methods are limited due to associated cost labor, spatial coverages. Remote Sensing (RS) applications have, however, been over past few decades as an alternative overcome these limitations. Although they also present underlying atmospheric interferences images, radiometric spectral resolution issues. Studies WQPs RS, therefore, require knowledge utilization best mechanisms. use RS for retrieval TDS, TSS, their forms has explored many studies using images from airborne sensors onboard unmanned aerial vehicles (UAVs) satellite such those Landsat, Sentinel-2, Aqua, Terra platforms. properties serve inputs deep learning analysis statistical, machine models. Methods retrieve WQP measurements dependent optical inland bodies. While is optically active parameter, inactive low signal–noise ratio. detection visible, near-infrared, infrared bands some process that (usually) co-occurs changes affecting active. revealed significant improvements incorporating approaches estimating WQPs. findings reveal improved spatiotemporal potential effectively detect For effective monitoring we recommend employing correction mechanisms reduce image interference, exploration fusion microwave bands, high-resolution hyperspectral ML models, calibration validation observed data measured methods. Further could development new technology UAVs produce real-time situ TSS. presented this aid consolidating understanding advancement single repository thereby offering stakeholders, researchers, decision-makers, regulatory bodies go-to information resource enhance mitigation impairments.

Язык: Английский

Процитировано

117

Identifying critical source areas of non-point source pollution to enhance water quality: Integrated SWAT modeling and multi-variable statistical analysis to reveal key variables and thresholds DOI
Shubo Fang, Matthew J. Deitch, Tesfay Gebretsadkan Gebremicael

и другие.

Water Research, Год журнала: 2024, Номер 253, С. 121286 - 121286

Опубликована: Фев. 6, 2024

Язык: Английский

Процитировано

23

Impact of Green Supply Chain Management Practices on the Environmental Performance of Manufacturing Firms Considering Institutional Pressure as a Moderator DOI Open Access

Samera Nazir,

Zhaolei Li, Saqib Mehmood

и другие.

Sustainability, Год журнала: 2024, Номер 16(6), С. 2278 - 2278

Опубликована: Март 8, 2024

This study aimed to investigate the influence of green supply chain management practices on environmental performance manufacturing firms, with a specific focus understanding how institutional pressure moderated this relationship. The research design encompassed holistic approach, incorporating an in-depth examination current literature and data collection via well-structured questionnaire. Random sampling was utilized gather from companies in Pakistan, analysis employed PLS-SEM. findings revealed significant relationship between GSCM firms. Moreover, identified that played moderating role, influencing strength Notably, impact varied under different levels pressure. underscored importance considering link performance. implications extended academics practitioners, providing insights into nuanced dynamics sustainable settings. Practical involved tailoring strategies based varying degrees for optimal outcomes. original contribution lies its comprehensive exploration interplay practices, pressure, By as moderator, provided external influences shaped effectiveness fostering ecological sustainability within

Язык: Английский

Процитировано

23

The effects of land use on water quality of alpine rivers: A case study in Qilian Mountain, China DOI
Hui Wang, Xiong Xiong, Kehuan Wang

и другие.

The Science of The Total Environment, Год журнала: 2023, Номер 875, С. 162696 - 162696

Опубликована: Март 9, 2023

Язык: Английский

Процитировано

33

Characterization of the Hydrochemistry, Scaling and Corrosivity Tendencies, and Irrigation Suitability of the Water of the Rivers Karawa and Iyiaji DOI Open Access
Ogechi L. Alum, Hillary Onyeka Abugu,

Vivian Chinekwu Onwujiogu

и другие.

Sustainability, Год журнала: 2023, Номер 15(12), С. 9366 - 9366

Опубликована: Июнь 9, 2023

Assessing water quality is necessary to ascertain its viability for domestic, industrial, and agricultural purposes. A total of 48 samples were, respectively, drawn from the Rivers Karawa Iyiaji located in Ezeagu Uzo-uwani which are typical rural areas Enugu State, Nigeria. These were taken two seasons (early rainy season late dry season). Physicochemical properties determined using standard methods. The scaling corrosivity potentials evaluated Larson-Skold index, aggressive Puckorius Ryznar stability index models. Additionally, seven irrigation evaluation criteria, as well spatial distribution maps, used determine suitability river waters purposes interpolate parameters. Major ion chemistry was assessments. physicochemical fell within recommended values. However, NO3− greatly exceeded range both rivers. cations anions River Ca2+ > Mg2+ K+ Na+ Cl− SO42− HCO3− CO3− PO4−, while those >NO3− PO4− CO3−. piper plot showed predominance Mg+, Cl−, assessment indices indicated that suitable In addition, models predicted have high potentials. Specifically, suggested it severely corrosive, Langelier saturation rivers supersaturated and, thus, has potential scale.

Язык: Английский

Процитировано

31

Towards Improving Sustainable Water Management in Geothermal Fields: SVM and RF Land Use Monitoring DOI Creative Commons
Widya Utama, Rista Fitri Indriani, Maman Hermana

и другие.

Journal of Human Earth and Future, Год журнала: 2024, Номер 5(2), С. 216 - 242

Опубликована: Июнь 1, 2024

The management and monitoring of land use in geothermal fields are crucial for the sustainable utilization water resources, as well striking a balance between production renewable energy preservation environment. This study primarily compared Support Vector Machine (SVM) Random Forest (RF) machine learning methods, using satellite imagery from Landsat 8 Sentinel 2 2021 2023, to monitor Patuha area. objective is improve practices by accurately categorizing different cover types. comparative analysis assessed efficacy these techniques upholding sustainability regions. examined application SVM RF techniques, with particular emphasis on parameter refinement model assessment, enhance classification accuracy. By employing Kernlab e1071 algorithm comparison, research sought produce precise Land Use Model Map, which underscores significance advanced analytical environmental management. approach was utmost importance improving reinforcing practices. evaluation methods demonstrates superiority terms accuracy, stability, precision, particularly intricate urban settings, hence establishing it preferred tasks demanding high reliability. areas alignment Sustainable Development Goals (SDGs) 6 15, fosters conservation ecosystems. Doi: 10.28991/HEF-2024-05-02-06 Full Text: PDF

Язык: Английский

Процитировано

17

Seasonal Variations and Assessment of Surface Water Quality Using Water Quality Index (WQI) and Principal Component Analysis (PCA): A Case Study DOI Open Access
Driss Hammoumi, Hefdhallah S. Al-Aizari,

Ibrahim A. Alaraidh

и другие.

Sustainability, Год журнала: 2024, Номер 16(13), С. 5644 - 5644

Опубликована: Июль 1, 2024

In recent decades, water pollution has become a major concern, threatening both humans and natural ecosystems. This study aims to analyze seasonal variations in the quality of surface Nador Canal Morocco, using index (WQI) principal component analysis (PCA). Surface samples from 22 sites along canal were analyzed for physical, chemical, heavy metal parameters. The results revealed significant variations, with decreasing summer months, while its generally improved winter. predominant type was Na+-Cl− summer, it mixed Ca2+-Na+-HCO3− WQI values also varied seasonally, an average 113.04 160.6 winter, classifying as unsuitable drinking but suitable irrigation throughout year. are consistent Canal, where showed that there quality. ions like magnesium, sodium, calcium predominantly indicate influences anthropogenic sources. metals nutrients, signaling industrial agricultural runoff, especially prominent. These influenced by rainfall patterns emphasizing need adaptive management practices maintain crop soil health. provides new insights into dynamic interplay between factors quality, offering valuable guidance local resource management.

Язык: Английский

Процитировано

17

Impacts of land use/land cover on water quality: a contemporary review for researchers and policymakers DOI Creative Commons
Kent Anson Locke

Water Quality Research Journal, Год журнала: 2024, Номер unknown

Опубликована: Апрель 22, 2024

Abstract Few factors are as important in determining water quality land use/land cover (LULC). Many use activities, including agriculture, urban development, mining, and commercial forestry, tend to be sources of diffuse pollution. By contrast, indigenous vegetation can act a sink, thus providing some protection from anthropogenic contamination. Notwithstanding the large body research demonstrating these facts, decision-makers require clear accessible information assist them developing effective management plans that fully cognisant manifold impacts LULC on resources. Reviewing available literature, this article, therefore, offers critical overview typical quality. An strategy for managing highlighted article is maintenance sufficient amount unfragmented natural vegetation, not only within riparian zones but also across catchment areas. However, knowledge gaps identified review indicate further context-specific required determine types minimum vegetative protect resources pollution potential impact landscape fragmentation ability A discussion therefore provided.

Язык: Английский

Процитировано

15

A critical review of irrigation water quality index and water quality management practices in micro-irrigation for efficient policy making DOI Creative Commons
Geophry Wasonga Anyango, Gourav Dhar Bhowmick,

Niharika Sahoo Bhattacharya

и другие.

Desalination and Water Treatment, Год журнала: 2024, Номер 318, С. 100304 - 100304

Опубликована: Апрель 1, 2024

Язык: Английский

Процитировано

13

Urban planning impact on summer human thermal comfort in Doha, Qatar DOI Creative Commons
Shikha Patel, Madhavi Indraganti, Rana N. Jawarneh

и другие.

Building and Environment, Год журнала: 2024, Номер 254, С. 111374 - 111374

Опубликована: Март 1, 2024

Urbanization entails extensive construction and substantial land use alterations, converting natural areas into residential, commercial, mixed-use industrial. These alterations disrupt the surface energy, impacting temperatures (LSTs). Elevated LSTs affect thermal comfort of urban residents exerting pressure on environment ecosystems. This study investigates repercussions elevated LST human comfort, focusing Doha municipality in Qatar for 2002–2003, 2013, 2022, with a specific focus summer temperatures. Utilizing remote sensing Geographical Information Systems (GIS), we conducted an in-depth investigation, employing Landsat data along GIS tools to create maps pattern establish correlation between LST. The findings reveal notable increase built-up area municipality, predominantly at expense desert water bodies. increases consistently by 0.65 °C annually, shifting from moderate heat stress 2002 2013 2023 all neighborhoods Doha. Our comparison different indicates lower near bodies suburban developments higher downtown areas. Suburban exhibit favourable impact compared compact developments. methodology developed this exhibits potential adaptation various settings regionally.

Язык: Английский

Процитировано

11