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Evaluation of toppling rock slopes using a composite cloud model with DEMATEL–CRITIC method 基于DEMATEL-CRITIC方法的复合云模型对倾倒岩质边坡的评价
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.04.002
Huan-ling Wang , Xu-fei Zhao , Hong-jie Chen , Kui Yi , Wei-chau Xie , Wei-ya Xu
{"title":"Evaluation of toppling rock slopes using a composite cloud model with DEMATEL–CRITIC method","authors":"Huan-ling Wang ,&nbsp;Xu-fei Zhao ,&nbsp;Hong-jie Chen ,&nbsp;Kui Yi ,&nbsp;Wei-chau Xie ,&nbsp;Wei-ya Xu","doi":"10.1016/j.wse.2023.04.002","DOIUrl":"10.1016/j.wse.2023.04.002","url":null,"abstract":"<div><p>Safety evaluation of toppling rock slopes developing in reservoir areas is crucial. To reduce the uncertainty of safety evaluation, this study developed a composite cloud model, which improved the combination weights of the decision-making trial and evaluation laboratory (DEMATEL) and criteria importance through intercriteria correlation (CRITIC) methods. A safety evaluation system was developed according to in situ monitoring data. The backward cloud generator was used to calculate the numerical characteristics of a cloud model of quantitative indices, and different virtual clouds were used to synthesize some clouds into a generalized one. The synthesized numerical characteristics were calculated to comprehensively evaluate the safety of toppling rock slopes. A case study of a toppling rock slope near the Huangdeng Hydropower Station in China was conducted using monitoring data collected since operation of the hydropower project began. The results indicated that the toppling rock slope was moderately safe with a low safety margin. The composite cloud model considers the fuzziness and randomness of safety evaluation and enables interchange between qualitative and quantitative knowledge. This study provides a new theoretical method for evaluating the safety of toppling rock slopes. It can aid in the predication, control, and even prevention of disasters.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 280-288"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43419701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Greenhouse gas reduction of co-benefit-type wastewater treatment system for fish-processing industry: A real-scale case study in Indonesia 鱼加工行业协同效益型废水处理系统的温室气体减排:印度尼西亚的实际案例研究
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.03.001
Yoshiteru Hamatani , Takahiro Watari , Masashi Hatamoto , Takashi Yamaguchi , Tjandra Setiadi , Toshihiko Konda
{"title":"Greenhouse gas reduction of co-benefit-type wastewater treatment system for fish-processing industry: A real-scale case study in Indonesia","authors":"Yoshiteru Hamatani ,&nbsp;Takahiro Watari ,&nbsp;Masashi Hatamoto ,&nbsp;Takashi Yamaguchi ,&nbsp;Tjandra Setiadi ,&nbsp;Toshihiko Konda","doi":"10.1016/j.wse.2023.03.001","DOIUrl":"10.1016/j.wse.2023.03.001","url":null,"abstract":"<div><p>This study examined the application of co-benefit-type wastewater treatment technology in the fish-processing industry. Given that there was a dearth of information on fish-processing industrial wastewater in Indonesia, site surveys were conducted. For the entire fish-processing industry throughout the country, the dissemination rate of wastewater treatment facilities was less than 50%. Using a co-benefit approach, a real-scale swim-bed technology (SBT) and a system combining an anaerobic baffled reactor (ABR) with SBT (ABR–SBT) were installed in a fishmeal processing factory in Bali, Indonesia, and the wastewater system process performance was evaluated. In a business-as-usual scenario, the estimated chemical oxygen demand load and greenhouse gas (GHG) emissions from wastewater from the Indonesian fish-processing industry were 33 000 tons per year and 220 000 tons of equivalent CO<sub>2</sub> per year, respectively. On the other hand, the GHG emissions in the co-benefit scenarios of the SBT system and ABR–SBT system were 98 149 and 26 720 tons per year, respectively. Therefore, introducing co-benefit-type wastewater treatment to Indonesia’s fish-processing industry would significantly reduce pollution loads and GHG emissions.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 271-279"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45318755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Effect of Froude similitude deviation on curved channel simulations: A case study in the Middle Yangtze River 弗劳德相似偏差对弯曲河道模拟的影响——以长江中游为例
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.04.005
Xiao-ting Yang , Qian-qian Shang , Hui Xu , Guo-bin Li , Ya-jun Gao , Qi-lin Yang
{"title":"Effect of Froude similitude deviation on curved channel simulations: A case study in the Middle Yangtze River","authors":"Xiao-ting Yang ,&nbsp;Qian-qian Shang ,&nbsp;Hui Xu ,&nbsp;Guo-bin Li ,&nbsp;Ya-jun Gao ,&nbsp;Qi-lin Yang","doi":"10.1016/j.wse.2023.04.005","DOIUrl":"10.1016/j.wse.2023.04.005","url":null,"abstract":"<div><p>Froude similitude and friction similitude are the two crucial similarity conditions that are often used in physical-scale modeling of rivers. However, models often deviate from Froude similitude when dealing with real-world situations. This study developed several fixed-bed river models with various curvatures to determine the effect of Froude similitude deviation on curved channel modeling. Models were constructed according to the characteristics of the Middle Yangtze River. Differences in longitudinal slope, transverse slope, and main stream line location were measured by varying Froude similitude deviation. The deviations of longitudinal slope and velocity were negligible because friction similitude was accounted for. The transverse slope varied significantly with the Froude similitude deviation, and the main stream line varied with the curvature and Froude similitude deviation. Formulae were derived to estimate the slope deviation. These analyses helped to clarify the feasibility of the method of Froude similitude deviation for curved channels.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 289-294"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41703494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deformation critical threshold estimation of Xiaowan ultrahigh arch dam with time-varying grey model 基于时变灰色模型的小湾超高拱坝变形临界阈值估计
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.07.001
Er-feng Zhao , Bo Li , Hao Chen , Bing-bing Nie
{"title":"Deformation critical threshold estimation of Xiaowan ultrahigh arch dam with time-varying grey model","authors":"Er-feng Zhao ,&nbsp;Bo Li ,&nbsp;Hao Chen ,&nbsp;Bing-bing Nie","doi":"10.1016/j.wse.2023.07.001","DOIUrl":"10.1016/j.wse.2023.07.001","url":null,"abstract":"<div><p>The structural behavior of the Xiaowan ultrahigh arch dam is primarily influenced by external loads and time-varying characteristics of dam concrete and foundation rock mass during long-term operation. According to overload testing with a geological model and the measured time series of installed perpendicular lines, the space and time evolution characteristics of the arch dam structure were analyzed, and its mechanical performance was evaluated. Subsequently, the deformation centroid of the deflective curve was suggested to indicate the magnitude and unique distribution rules for a typical dam section using the measured deformation values at multi-monitoring points. The ellipse equations of the critical ellipsoid for the centroid were derived from the historical measured time series. Hydrostatic and seasonal components were extracted from the measured deformation values with a traditional statistical model, and residuals were adopted as a grey component. A time-varying grey model was developed to accurately predict the evolution of the deformation behavior of the ultrahigh arch dam during future operation. In the developed model, constant coefficients were modified so as to be time-dependent functions, and the prediction accuracy was significantly improved through introduction of a forgetting factor. Finally, the critical threshold was estimated, and predicted ellipsoids were derived for the Xiaowan arch dam. The findings of this study can provide technical support for safety evaluation of the actual operation of ultrahigh arch dams and help to provide early warning of abnormal changes.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 302-312"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45940172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulation of internal nitrogen release from bottom sediments in an urban lake using a nitrogen flux model 利用氮通量模型模拟城市湖泊底部沉积物内部氮释放
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.06.002
Ran Gong , Hui-ya Wang , Zhi-xin Hu , Yi-ping Li
{"title":"Simulation of internal nitrogen release from bottom sediments in an urban lake using a nitrogen flux model","authors":"Ran Gong ,&nbsp;Hui-ya Wang ,&nbsp;Zhi-xin Hu ,&nbsp;Yi-ping Li","doi":"10.1016/j.wse.2023.06.002","DOIUrl":"https://doi.org/10.1016/j.wse.2023.06.002","url":null,"abstract":"<div><p>Nutrient release from sediment is considered a significant source for overlying water. Given that nutrient release mechanisms in sediment are complex and difficult to simulate, traditional approaches commonly use assigned parameter values to simulate these processes. In this study, a nitrogen flux model was developed and coupled with the water quality model of an urban lake. After parameter sensitivity analyses and model calibration and validation, this model was used to simulate nitrogen exchange at the sediment–water interface in eight scenarios. The results showed that sediment acted as a buffer in the sediment–water system. It could store or release nitrogen at any time, regulate the distribution of nitrogen between sediment and the water column, and provide algae with nitrogen. The most effective way to reduce nitrogen levels in urban lakes within a short time is to reduce external nitrogen loadings. However, sediment release might continue to contribute to the water column until a new balance is achieved. Therefore, effective measures for reducing sediment nitrogen should be developed as supplementary measures. Furthermore, model parameter sensitivity should be individually examined for different research subjects.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 252-260"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49831244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic review of morphological models of salt marshes 盐沼形态模型系统综述
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.08.006
Xin-chen Wang , Pei Xin , Zeng Zhou , Fu-xin Zhang
{"title":"A systematic review of morphological models of salt marshes","authors":"Xin-chen Wang ,&nbsp;Pei Xin ,&nbsp;Zeng Zhou ,&nbsp;Fu-xin Zhang","doi":"10.1016/j.wse.2023.08.006","DOIUrl":"10.1016/j.wse.2023.08.006","url":null,"abstract":"<div><p>Salt marshes are among the most important coastal wetlands and provide critical ecological services, including climate regulation, biodiversity maintenance, and blue carbon sequestration. However, most salt marshes worldwide are shrinking, owing to the effects of natural and human factors, such as climate change and artificial reclamation. Therefore, it is essential to understand the decline in the morphological processes of salt marshes, and accordingly, the likely evolution of these marshes, in order to enable measures to be taken to mitigate this decline. To this end, this study presented an extensive systematic review of the current state of morphological models and their application to salt marshes. The emergence of process-based (PB) and data-driven (DD) models has contributed to the development of morphological models. In morphodynamic simulations in PB models, multiple physical and biological factors (e.g., the hydrodynamics of water bodies, sediment erosion, sediment deposition, and vegetation type) have been considered. The systematic review revealed that PB models have been extended to a broader interdisciplinary field. Further, most DD models are based on remote sensing database for the prediction of morphological characteristics with latent uncertainty. Compared to DD models, PB models are more transparent but can be complex and require a lot of computational power. Therefore, to make up for the shortcomings of each model, future studies could couple PB with DD models that consider vegetation, microorganisms, and benthic animals together to simulate or predict the biogeomorphology of salt marsh systems. Nevertheless, this review found that there is a lack of unified metrics to evaluate model performance, so it is important to define clear objectives, use multiple metrics, compare multiple models, incorporate uncertainty, and involve experts in the field to provide guidance in the further study.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 4","pages":"Pages 313-323"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1674237023000844/pdfft?md5=f6ad988efc6f7c7fbce4abf370daec04&pid=1-s2.0-S1674237023000844-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43990296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rainwater harvesting systems: An urban flood risk mitigation measure in arid areas 雨水收集系统:干旱地区的城市洪水风险缓解措施
IF 4
Water science and engineering Pub Date : 2023-09-01 DOI: 10.1016/j.wse.2023.04.004
Rouya Hdeib, Marwan Aouad
{"title":"Rainwater harvesting systems: An urban flood risk mitigation measure in arid areas","authors":"Rouya Hdeib,&nbsp;Marwan Aouad","doi":"10.1016/j.wse.2023.04.004","DOIUrl":"10.1016/j.wse.2023.04.004","url":null,"abstract":"<div><p>Rainwater harvesting (RWH) systems have been developed to compensate for shortage in the water supply worldwide. Such systems are not very common in arid areas, particularly in the Gulf Region, due to the scarcity of rainfall and their reduced efficiency in covering water demand and reducing water consumption rates. In spite of this, RWH systems have the potential to reduce urban flood risks, particularly in densely populated areas. This study aimed to assess the potential use of RWH systems as urban flood mitigation measures in arid areas. Their utility in the retention of stormwater runoff and the reduction of water depth and extent were evaluated. The study was conducted in a residential area in Bahrain that experienced waterlogging after heavy rainfall events. The water demand patterns of housing units were analyzed, and the daily water balance for RWH tanks was evaluated. The effect of the implementation of RWH systems on the flood volume was evaluated with a two-dimensional hydrodynamic model. Flood simulations were conducted in several rainfall scenarios with different probabilities of occurrence. The results showed significant reductions in the flood depth and flood extent, but these effects were highly dependent on the rainfall intensity of the event. RWH systems are effective flood mitigation measures, particularly in urban arid regions short of proper stormwater control infrastructure, and they enhance the resilience of the built environment to urban floods.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 3","pages":"Pages 219-225"},"PeriodicalIF":4.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49468711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Synthesis of plant-based biogenic jarosite nanoparticles using Azadirachta indica and Eucalyptus gunni leaf extracts and its application in Fenton degradation of dicamba 印楝和古尼桉叶提取物合成植物性生物黄钾铁矾纳米颗粒及其在麦草畏Fenton降解中的应用
IF 4
Water science and engineering Pub Date : 2023-08-21 DOI: 10.1016/j.wse.2023.08.003
Shivaswamy Bhaskar , Basavaraju Manu , Marikunte Yanjarappa Sreenivasa , Arlapadavu Manoj
{"title":"Synthesis of plant-based biogenic jarosite nanoparticles using Azadirachta indica and Eucalyptus gunni leaf extracts and its application in Fenton degradation of dicamba","authors":"Shivaswamy Bhaskar ,&nbsp;Basavaraju Manu ,&nbsp;Marikunte Yanjarappa Sreenivasa ,&nbsp;Arlapadavu Manoj","doi":"10.1016/j.wse.2023.08.003","DOIUrl":"10.1016/j.wse.2023.08.003","url":null,"abstract":"<div><p>Bio-jarosite, an iron mineral synthesized biologically using bacteria, is a substitute for iron catalysts in the Fenton oxidation of organic pollutants. Iron nanocatalysts have been widely used as Fenton catalysts because they have a larger surface area than ordinary catalysts, are highly recyclable, and can be treated efficiently. This study aimed to explore the catalytic properties of bio-jarosite iron nanoparticles synthesized with green methods using two distinct plant species: <em>Azadirachta indica</em> and <em>Eucalyptus gunni</em>. The focus was on the degradation of dicamba via Fenton oxidation. The synthesized nanoparticles exhibited different particle size, shape, surface area, and chemical composition characteristics. Both particles were effective in removing dicamba, with removal efficiencies of 96.8% for <em>A. indica</em> bio-jarosite iron nanoparticles (ABFeNPs) and 93.0% for <em>E. gunni</em> bio-jarosite iron nanoparticles (EBFeNPs) within 120 min of treatment. Increasing the catalyst dosage by 0.1 g/L resulted in 7.6% and 43.0% increases in the dicamba removal efficiency for EBFeNPs and ABFeNPs with rate constants of 0.025 min<sup>−1</sup> and 0.023 min<sup>−1</sup>, respectively, confirming their catalytic roles. Additionally, the high efficiency of both catalysts was demonstrated through five consecutive cycles of linear pseudo-first-order Fenton oxidation reactions.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"17 2","pages":"Pages 157-165"},"PeriodicalIF":4.0,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1674237023000819/pdfft?md5=6d35420898dd90d77c1c472822549f82&pid=1-s2.0-S1674237023000819-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47744353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Chemical substances present in discharge water generated by laundry industry: Analytical monitoring 洗衣工业排放水中的化学物质:分析监测
IF 4
Water science and engineering Pub Date : 2023-08-21 DOI: 10.1016/j.wse.2023.07.004
Dario Lacalamita, Chiara Mongioví, Grégorio Crini
{"title":"Chemical substances present in discharge water generated by laundry industry: Analytical monitoring","authors":"Dario Lacalamita,&nbsp;Chiara Mongioví,&nbsp;Grégorio Crini","doi":"10.1016/j.wse.2023.07.004","DOIUrl":"10.1016/j.wse.2023.07.004","url":null,"abstract":"<div><p>To our knowledge, precise data concerning the pollution in terms of qualitative and quantitative fluctuations in discharge water from the laundry sector have seldom been reported. This study investigated the chemical composition of the discharge water from a laundry industry. Over 160 chemical substances and 15 standard water parameters were monitored. The results showed that the discharge water presented both inorganic and organic polycontamination with a high degree of qualitative and quantitative variability. However, of all monitored substances, only five metals (Al, Cu, Fe, Sr, and Zn), five minerals (P, Ca, K, Na, and S), and alkylphenols were systematically present and quantifiable. For a daily average water flow of 129 m<sup>3</sup>, the released metal flux was 356 g/d. Substances, such as trichloromethane, brominated diphenyl ether (BDE) 47, and fluorides, were occasionally found and quantified. Other substances, such as chlorophenols, organo-tins, and pesticides were never identified. All the samples had quantifiable levels in the chemical oxygen demand (COD), biological oxygen demand (BOD), and hydrocarbons. Only the concentrations of Zn (8.3 g/d), Cu (21.4 g/d), and BOD (57.4 g/d) were close to or above the regulatory values: 74.0 g/d for Zn, 9.0 g/d for Cu, and 57.0 kg/d for BOD. The data obtained from this study are useful to the choice of additional treatments for the reduction of pollutant fluxes.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"16 4","pages":"Pages 324-332"},"PeriodicalIF":4.0,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1674237023000807/pdfft?md5=effd3d076b29e3a7d57ec0d10c4f2a14&pid=1-s2.0-S1674237023000807-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44827741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic area estimation of algal blooms in water bodies from UAV images using texture analysis 基于纹理分析的无人机图像水体水华面积自动估计
IF 4
Water science and engineering Pub Date : 2023-08-12 DOI: 10.1016/j.wse.2023.08.001
Ajmeria Rahul, Gundu Lokesh, Siddhartha Goswami, R.N. Ponnalagu, Radhika Sudha
{"title":"Automatic area estimation of algal blooms in water bodies from UAV images using texture analysis","authors":"Ajmeria Rahul,&nbsp;Gundu Lokesh,&nbsp;Siddhartha Goswami,&nbsp;R.N. Ponnalagu,&nbsp;Radhika Sudha","doi":"10.1016/j.wse.2023.08.001","DOIUrl":"10.1016/j.wse.2023.08.001","url":null,"abstract":"<div><p>Algal blooms, the spread of algae on the surface of water bodies, have adverse effects not only on aquatic ecosystems but also on human life. The adverse effects of harmful algal blooms (HABs) necessitate a convenient solution for detection and monitoring. Unmanned aerial vehicles (UAVs) have recently emerged as a tool for algal bloom detection, efficiently providing on-demand images at high spatiotemporal resolutions. This study developed an image processing method for algal bloom area estimation from the aerial images (obtained from the internet) captured using UAVs. As a remote sensing method of HAB detection, analysis, and monitoring, a combination of histogram and texture analyses was used to efficiently estimate the area of HABs. Statistical features like entropy (using the Kullback–Leibler method) were emphasized with the aid of a gray-level co-occurrence matrix. The results showed that the orthogonal images demonstrated fewer errors, and the morphological filter best detected algal blooms in real time, with a precision of 80%. This study provided efficient image processing approaches using on-board UAVs for HAB monitoring.</p></div>","PeriodicalId":23628,"journal":{"name":"Water science and engineering","volume":"17 1","pages":"Pages 62-71"},"PeriodicalIF":4.0,"publicationDate":"2023-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1674237023000789/pdfft?md5=1e75e04d5e87b63687e87610db530fe8&pid=1-s2.0-S1674237023000789-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43335833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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