Clean-soil Air Water最新文献

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Geochemical Interaction and Bioavailability of Zinc in Soil Under Long-Term Integrated Nutrient Management in Pearl Millet–Wheat System 珍珠米-小麦系统长期综合养分管理下土壤中锌的地球化学相互作用和生物利用率
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-10-08 DOI: 10.1002/clen.202400232
Diksha Saroha, Narender Yadav, Raj Mukhopadhyay, Dev Raj, Manoj Kumar Sharma, Rohtas Kumar, Anil Duhan
{"title":"Geochemical Interaction and Bioavailability of Zinc in Soil Under Long-Term Integrated Nutrient Management in Pearl Millet–Wheat System","authors":"Diksha Saroha,&nbsp;Narender Yadav,&nbsp;Raj Mukhopadhyay,&nbsp;Dev Raj,&nbsp;Manoj Kumar Sharma,&nbsp;Rohtas Kumar,&nbsp;Anil Duhan","doi":"10.1002/clen.202400232","DOIUrl":"https://doi.org/10.1002/clen.202400232","url":null,"abstract":"<div>\u0000 \u0000 <p>The degree and severity of zinc (Zn) deficiency in soil reduced the agricultural yield and quality, thus encouraging malnutrition in humans worldwide. The study was hypothesized to increase the bioavailability and release of Zn in soil and Zn biofortification in wheat grains under integrated nutrient management (INM). The long-term (54 years) experiment laid out in a split-plot design comprising single (W) and dual (PW) applications of farmyard manure (FYM) (0, 5, 10, and 15 Mg ha<sup>−1</sup>) and nitrogen (0, 60, and 120 kg ha<sup>−1</sup>) was studied to understand the distribution of different Zn fractions in soil and their relationship to wheat grain yield and Zn uptake. A laboratory incubation study was performed on surface soils to evaluate the release kinetics of native Zn at field capacity. The different fractions of Zn in soil increased with increasing frequency and levels of FYM application. Residual Zn constituted the maximum proportion (89.03%) of total soil Zn. A high positive correlation (<i>p</i> &lt; 0.01) of diethylenetriaminepentaacetic acid (DTPA)-extractable Zn and total grain Zn content were observed with different Zn fractions. The release kinetics of native soil Zn increased up to 10 days and became almost constant, indicating the establishment of chemical equilibria between the soil solid and solution phase. Thus, long-term INM ensured higher wheat production (6.08 Mg ha<sup>−1</sup>) and Zn biofortification (38.95 mg kg<sup>−1</sup>) to combat Zn malnutrition and achieve the United Nations’ sustainable development goals on “zero hunger” and “good health and well-being.”</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 11","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142665834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Perspective on Green Solutions and Future Research Paths for Microplastic and Nanoplastic Contamination in Drinking Water
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-10-03 DOI: 10.1002/clen.202400104
Sadashiv Chaturvedi, Amit Kumar, Liu Min, Rupesh Kumar
{"title":"A Perspective on Green Solutions and Future Research Paths for Microplastic and Nanoplastic Contamination in Drinking Water","authors":"Sadashiv Chaturvedi,&nbsp;Amit Kumar,&nbsp;Liu Min,&nbsp;Rupesh Kumar","doi":"10.1002/clen.202400104","DOIUrl":"https://doi.org/10.1002/clen.202400104","url":null,"abstract":"<div>\u0000 \u0000 <p>The detection of microplastics (MPs) and nanoplastics (NPs) in drinking water sources has raised global concerns about the ability of conventional water and wastewater treatment facilities. There is health risk associated with the ingestion of plastic particles, such as particle toxicity or chemical toxicity. Therefore, improvement in the research and development (R &amp; D) for detection and remediation techniques is critical to address the current challenge posed by the complex behavior of MPs. Understanding the transport behavior of MPs within drinking water treatment plants (DWTPs) is crucial to enhance the treatment processes of drinking water supply. The prevalence, fate, and circulation of MPs in freshwater ecosystems, coupled with its potential consequences for human health and climate change, have all been widely reported in scientific literature. However, a noticeable gap exists in global research concerning the occurrence of MPs and NPs in potable water and the accompanying health risk. This viewpoint introduces an innovative perspective on the primary challenges, remediation technologies, and sustainable green strategies for addressing MPs/NPs in potable water. The proposed strategies along with artificial intelligence (AI) and machine learning (ML) techniques and identified research gaps could serve as valuable resources for hydrologists, environmentalists, biotechnologists, and policymakers, prompting them to consider strategic mitigation measures to alleviate future health risks associated with MPs/NPs.</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"53 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143111438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Short-Cut Nitrification–Denitrification Spatial Combination Technology for Treating High-Concentration Nitrogen-Containing Wastewater: Influence of pH and Carbon Source 处理高浓度含氮废水的短程硝化-反硝化空间组合技术:pH 值和碳源的影响
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-09-27 DOI: 10.1002/clen.202300439
Shuhe Chen, Yiman Gao, Cheng Wang, Xuemin Ma, Beidou Xi, Wenbing Tan
{"title":"Short-Cut Nitrification–Denitrification Spatial Combination Technology for Treating High-Concentration Nitrogen-Containing Wastewater: Influence of pH and Carbon Source","authors":"Shuhe Chen,&nbsp;Yiman Gao,&nbsp;Cheng Wang,&nbsp;Xuemin Ma,&nbsp;Beidou Xi,&nbsp;Wenbing Tan","doi":"10.1002/clen.202300439","DOIUrl":"https://doi.org/10.1002/clen.202300439","url":null,"abstract":"<div>\u0000 \u0000 <p>Short-cut nitrification (SCN) and denitrification (DN) technology is an efficient method for treating high-concentration nitrogen-containing wastewater. However, controlling the reaction conditions in single-reactor systems is difficult. In this study, SCN and DN were performed in separate reactors to investigate the influence of pH on SCN and the effect of carbon sources on DN. The results revealed that a combination of SCN and DN achieved a total nitrogen removal efficiency of 84%. Within a specific pH range (6.5–9.0), the accumulation of nitrite during SCN exhibited an initial increase, followed by a decrease, reaching a maximum at pH 8.5. In addition, this study established two experimental groups to investigate the effect of carbon sources on DN. The blank group (without the addition of a carbon source) exhibited a chemical oxygen demand (COD) concentration of 5.1 mg/L, whereas the control group (sodium acetate used as the carbon source) exhibited a COD concentration of 118.6 mg/L. These results indicate a substantial improvement in DN efficiency with the addition of a carbon source.</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 11","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142666075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bioremediation of Toxic Metals Using Aquatic Macrophytes: Challenges and Opportunities 利用水生大型营养体对有毒金属进行生物修复:挑战与机遇
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-09-20 DOI: 10.1002/clen.202400273
Salam Suresh Singh, Maibam Dhanaraj Meitei, Keshav Kumar Upadhyay, Rajdeep Chanda, Ramthar Mawi, Ngangbam Somen Singh, Francis Q. Brearley, Shri Kant Tripathi
{"title":"Bioremediation of Toxic Metals Using Aquatic Macrophytes: Challenges and Opportunities","authors":"Salam Suresh Singh,&nbsp;Maibam Dhanaraj Meitei,&nbsp;Keshav Kumar Upadhyay,&nbsp;Rajdeep Chanda,&nbsp;Ramthar Mawi,&nbsp;Ngangbam Somen Singh,&nbsp;Francis Q. Brearley,&nbsp;Shri Kant Tripathi","doi":"10.1002/clen.202400273","DOIUrl":"https://doi.org/10.1002/clen.202400273","url":null,"abstract":"<div>\u0000 \u0000 <p>Environmental pollution caused by urbanization, agricultural intensification, and industrialization has led to an increase in the disposal of toxic effluents in aquatic environments. Most ecosystems in the world receive a variety of toxic metals (TMs) that exceed the capacity of water bodies to absorb or recycle them, thereby threatening aquatic and human life. Physicochemical remediation methods encounter problems because of the high cost, labor input, and use of chemicals with long residence times that later add toxic by-products. However, bioremediation techniques are a safe option for mitigating environmental pollution because of their high efficiency, cost-effectiveness, non-intrusiveness, eco-friendliness, ease of application, and social acceptance. Submerged and free-floating macrophytes were found to be more effective in the bioaccumulation of TMs than emergent macrophytes. Furthermore, most studies have suggested the use of macrophytes for the removal of TMs from water bodies; however, studies on the management of phytoremediated biomass are scarce. This review demonstrates the role of various macrophytes for the removal of TMs from water bodies and suggests techniques for the disposal and recycling of phytoremediated biomass with accumulated TMs. Further, the applications of genetically modified plants, nanotechnology, and native hyperaccumulators have been suggested as suitable candidates for greater efficiency of phytoremediation and appropriate management of TMs in the environment in the future.</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 11","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142666041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influencing Factors of Oil Droplets Accumulation on the Lower Surface of Corrugated Plate 波纹板下表面油滴积聚的影响因素
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-09-19 DOI: 10.1002/clen.202300208
Yujie Jia, Dong Li, Kun Qian, Wangweiyi Shan, Xiaoxue Jiang, Xiaobing Wang
{"title":"Influencing Factors of Oil Droplets Accumulation on the Lower Surface of Corrugated Plate","authors":"Yujie Jia,&nbsp;Dong Li,&nbsp;Kun Qian,&nbsp;Wangweiyi Shan,&nbsp;Xiaoxue Jiang,&nbsp;Xiaobing Wang","doi":"10.1002/clen.202300208","DOIUrl":"https://doi.org/10.1002/clen.202300208","url":null,"abstract":"<div>\u0000 \u0000 <p>The corrugated plate is the core component of a corrugated plate oil–water separator, which significantly influences oil–water separation efficiency. To study the influencing factors of oil droplets floating and coalescing on the lower surface of the corrugated plate, numerical simulation and experiments were used to analyze the effects of wave ratio, lower plate surface contact angle, oil viscosity, and oil droplet diameter on the floating of oil droplets on the coalescence of oil droplets. The results show that a moderate wave height ratio, lower contact angle, lower oil phase viscosity, and larger oil droplet diameter have better oil droplet agglomeration and floating effect. In the set parameter range, when the wave height ratio of the plate is 0.5, the contact angle of the lower surface of the plate is 30°, the oil phase viscosity is 0.0048 Pa s, and the oil droplet diameter is 8 mm, the oil droplet coalesces and floating effect are the best.</p>\u0000 </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 11","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142666093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Issue Information: Clean Soil Air Water. 9/2024 问题信息:清洁土壤、空气和水。9/2024
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-09-11 DOI: 10.1002/clen.202470091
{"title":"Issue Information: Clean Soil Air Water. 9/2024","authors":"","doi":"10.1002/clen.202470091","DOIUrl":"https://doi.org/10.1002/clen.202470091","url":null,"abstract":"","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 9","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202470091","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142169975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of mixed metal oxide-based catalysts for the removal of hydrophobic phthalates from water 基于混合金属氧化物的催化剂对去除水中疏水性邻苯二甲酸盐的影响
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-09-02 DOI: 10.1002/clen.202300253
Salman Farissi, Peringai Aswin, Anbazhagi Muthukumar, Ayyamperumal Sakthivel, Muthukumar Muthuchamy
{"title":"Effect of mixed metal oxide-based catalysts for the removal of hydrophobic phthalates from water","authors":"Salman Farissi,&nbsp;Peringai Aswin,&nbsp;Anbazhagi Muthukumar,&nbsp;Ayyamperumal Sakthivel,&nbsp;Muthukumar Muthuchamy","doi":"10.1002/clen.202300253","DOIUrl":"10.1002/clen.202300253","url":null,"abstract":"<p>Contaminants of emerging concern (CECs) such as phthalic acid esters (PAEs) are ubiquitous, toxic and persistent in aquatic environments. Current study explored mixed metal oxide catalysts derived from magnesium aluminium (MAH), magnesium aluminium ruthenium (MAR-H), magnesium aluminium nickel (MANH) hydroxides and copper aluminium hydroxides of ammonium (CAM-Am) and sodium molybdate (CAM-Na) to remove dibutyl phthalate (DBP) and di-2-ethyl hexyl phthalate (DEHP) from water. Powder X-ray diffraction (XRD) studies of the catalysts before and after the treatment showed that their structures were stable and robust. During Fourier Transform Infrared (FTIR) studies, vibrational bands or peaks of ester and alkane functional groups of DBP and DEHP were observed at all the catalysts after treatment. Thermogravimetric analysis (TGA) confirmed phthalate adsorption at the five catalysts. Hydrolysis of DBP and DEHP was observed during treatment using CAM-Am and CAM-Na that was analysed and quantified using total organic carbon (TOC), high performance liquid chromatography (HPLC) and high-resolution mass spectrometry (HRMS). From TOC analyses, optimal conditions of 500 mg L<sup>−1</sup> catalyst dosage and 30 h treatment time were deduced for catalytic hydrolysis of DBP and DEHP. Present study illustrated that the catalysts MAH and MANH can adsorb PAEs while CAM-Na can adsorb and hydrolyse them.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 12","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142194639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Artificial neural network model for extracting knowledge from the electro-Fenton process for acid mine wastewater treatment 从用于酸性矿山废水处理的电-芬顿工艺中提取知识的人工神经网络模型
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-08-30 DOI: 10.1002/clen.202400029
Anoop Kumar Maurya, Pasupuleti Lakshmi Narayana, Uma Maheshwera Reddy Paturi, Subba Reddy Nagireddy Gari
{"title":"Artificial neural network model for extracting knowledge from the electro-Fenton process for acid mine wastewater treatment","authors":"Anoop Kumar Maurya,&nbsp;Pasupuleti Lakshmi Narayana,&nbsp;Uma Maheshwera Reddy Paturi,&nbsp;Subba Reddy Nagireddy Gari","doi":"10.1002/clen.202400029","DOIUrl":"10.1002/clen.202400029","url":null,"abstract":"<p>In this study, artificial neural networks (ANNs) were employed to analyze the complex interactions between electro-Fenton (EF) process variables (plate spacing, current intensity [CI], initial pH, aeration rate) and the Fe(II) and Mn(II) removal efficiency from wastewater. After experimenting with 69 different ANN architectures, the 4-8-8-2 architecture was identified as more efficient, achieving higher accuracy (adj. <i>R</i><sup>2</sup> of 0.93 for Fe(II) and 0.96 for Mn(II)) than the published model. The research provides valuable insights into the correlation between EF process parameters and removal efficiency, guiding the optimization of wastewater treatment processes. Sensitivity analysis revealed that CI significantly affects Mn(II) and Fe(II) removal efficiency. A user-friendly graphical interface was created based on the synaptic weights of the best model to enable practical predictions. It is designed to be accessible even to users without programing experience.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 10","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142194641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of using a specially designed sludge draw-off pipe for circular secondary clarifiers to mitigate underflow short-circuiting 在圆形二级澄清池中使用专门设计的污泥引流管以减少底流短路的效果
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-08-30 DOI: 10.1002/clen.202300151
Emre Koken, Nurdan Buyukkamaci
{"title":"Effects of using a specially designed sludge draw-off pipe for circular secondary clarifiers to mitigate underflow short-circuiting","authors":"Emre Koken,&nbsp;Nurdan Buyukkamaci","doi":"10.1002/clen.202300151","DOIUrl":"10.1002/clen.202300151","url":null,"abstract":"<p>Short-circuiting in secondary clarifiers is a well-known problem that can occur through up-flow or underflow routes. The underflow short-circuiting is not as visible as up-flow short-circuiting but can affect clarifier performance. The energy-dissipating inlet (EDI) is a type of inlet structure that is used in secondary clarifiers to dissipate the energy of larger influent volumes, allowing clarifiers to operate at higher treatment capacities. The underflow short-circuiting is encountered particularly in clarifiers equipped with EDIs. As influent volume increases, conventional draw-off pipes cannot handle high sludge capacities, deforming the sludge blanket and leading to lower concentration of solids being withdrawn. Retrofitting the design of draw-off pipes is an effective way to mitigate underflow short-circuiting and enhance treatment performance. In this study, a snail-shaped sludge draw-off pipe was designed and tested in two types of EDIs using computational fluid dynamics tools, showing a 20% increase in withdrawn sludge concentration and mitigating underflow short-circuiting potential. The optimal retrofit option was identified as equipping the clarifier with a snail-shaped draw-off pipe and an innovative EDI, known as multilayer EDI column, which would save almost half of the energy and operational costs of the biological processes while meeting discharge limits.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"52 10","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clen.202300151","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142194640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling stage-discharge and sediment-discharge relationships in data-scarce Himalayan River Basin Dhauliganga, Central Himalaya, using neural networks 利用神经网络模拟喜马拉雅山脉中部道里干嘎河流域数据稀缺的阶段-排泄量和泥沙-排泄量关系
IF 1.5 4区 环境科学与生态学
Clean-soil Air Water Pub Date : 2024-08-28 DOI: 10.1002/clen.202300388
Kuldeep Singh Rautela, Vivek Gupta, Juna Probha Devi, Lone Rafiya Majeed, Jagdish Chandra Kuniyal
{"title":"Modeling stage-discharge and sediment-discharge relationships in data-scarce Himalayan River Basin Dhauliganga, Central Himalaya, using neural networks","authors":"Kuldeep Singh Rautela,&nbsp;Vivek Gupta,&nbsp;Juna Probha Devi,&nbsp;Lone Rafiya Majeed,&nbsp;Jagdish Chandra Kuniyal","doi":"10.1002/clen.202300388","DOIUrl":"10.1002/clen.202300388","url":null,"abstract":"<p>This study focuses on the hydro-sedimentological characterization and modeling of the Dhauliganga River in Uttarakhand, India. Field data collected from 2018–2020, including stage, velocity, and suspended sediment concentration (SSC), showed notable variations influenced by melting snow, glaciers, and precipitation. Challenges in accurately modeling rivers with a topography and sparse gauging stations were addressed using artificial neural networks (ANN). The calibrated models precisely predicted stage-discharge and sediment-discharge relationships, demonstrating the effectiveness of machine learning, particularly ANN-based modeling, in such challenging terrains. The model's performance was assessed using coefficient of determination (<i>R</i><sup>2</sup>), root mean square error (RMSE), and mean square error (MSE). During the calibration phase, the model exhibited notable performance with <i>R</i><sup>2</sup> values of 0.96 for discharge and 0.63 for SSC, accompanied by low RMSE values of 5.29 cu m s<sup>–1</sup> for discharge and 0.61 g for SSC. Subsequently, in the prediction phase, the model maintained its robustness, achieving <i>R</i><sup>2</sup> values of 0.97 for discharge and 0.63 for SSC, along with RMSE values of 5.67 cu m s<sup>–1</sup> for discharge and 0.68 g for SSC. The study also found a strong agreement between water flow estimates derived from traditional methods, ANN, and actual measurements. The suspended sediment load, influenced by both water flow and SSC, varied annually, potentially modifying aquatic habitats through sediment deposition, and altering aquatic communities. These findings offer crucial insights into the hydro-sedimentological dynamics of the studied river, providing valuable applications for sustainable water-resource management in challenging terrains and addressing environmental concerns related to sedimentation, water quality, and aquatic ecosystem.</p>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"53 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142194643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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