Journal of Water & Climate Change最新文献

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Development of intensity–duration–frequency relationships in Khon Kaen City, Thailand under changing climate using GCMs and a simple scaling method 利用大气环流模型和一种简单的缩放方法,在不断变化的气候条件下建立泰国孔敬市的强度-持续时间-频率关系
Journal of Water & Climate Change Pub Date : 2024-03-01 DOI: 10.2166/wcc.2024.533
Kanjana Tedprasith, Worapong Lohpaisankrit
{"title":"Development of intensity–duration–frequency relationships in Khon Kaen City, Thailand under changing climate using GCMs and a simple scaling method","authors":"Kanjana Tedprasith, Worapong Lohpaisankrit","doi":"10.2166/wcc.2024.533","DOIUrl":"https://doi.org/10.2166/wcc.2024.533","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/3/10.2166_wcc.2024.533/2/m_jwc-d-23-00533gf01.png?Expires=1714806466&amp;Signature=oBiVf0JsdI1nLESLxaez~kOXprMlHVcUuNG5OufeyXK1kAseV6O4~F7nhiSFZ89zCeuA5QoYFatFYdasXZY9VnFwNNAaNXxkiznp0Csn0ZjRlYrtmunu1-Zz9JHdxnq2qEnT9kmNueUsFtYYjBg2U8UWlLHj5kv13btL5XDabiQPO9zl4fgUsPtCFWwS9tCUwTyWwaoP4GqK6QHz9qoFhICWbkfd1kxrTJjDxqcvAtNvWQ4SKNqA8JEI6Dl-OUk8M2EccMXAjd9sj3K37xL9TIlHxYiHrBsF6oFRgvX7UiOm8HbgREnAvCg91LVpDeX3QdJ-HyoyaOm4Usrzflsyrg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00533gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/3/10.2166_wcc.2024.533/2/m_jwc-d-23-00533gf01.png?Expires=1714806466&amp;Signature=oBiVf0JsdI1nLESLxaez~kOXprMlHVcUuNG5OufeyXK1kAseV6O4~F7nhiSFZ89zCeuA5QoYFatFYdasXZY9VnFwNNAaNXxkiznp0Csn0ZjRlYrtmunu1-Zz9JHdxnq2qEnT9kmNueUsFtYYjBg2U8UWlLHj5kv13btL5XDabiQPO9zl4fgUsPtCFWwS9tCUwTyWwaoP4GqK6QHz9qoFhICWbkfd1kxrTJjDxqcvAtNvWQ4SKNqA8JEI6Dl-OUk8M2EccMXAjd9sj3K37xL9TIlHxYiHrBsF6oFRgvX7UiOm8HbgREnAvCg91LVpDeX3QdJ-HyoyaOm4Usrzflsyrg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/3/10.2166_wcc.2024.533/2/m_jwc-d-23-00533gf01.png?Expires=1714806466&amp;Signature=oBiVf0JsdI1nLESLxaez~kOXprMlHVcUuNG5OufeyXK1kAseV6O4~F7nhiSFZ89zCeuA5QoYFatFYdasXZY9VnFwNNAaNXxkiznp0Csn0ZjRlYrtmunu1-Zz9JHdxnq2qEnT9kmNueUsFtYYjBg2U8UWlLHj5kv13btL5XDabiQPO9zl4fgUsPtCFWwS9tCUwTyWwaoP4GqK6QHz9qoFhICWbkfd1kxrTJjDxqcvAtNvWQ4SKNqA8JEI6Dl-OUk8M2EccMXAjd9sj3K37xL9TIlHxYiHrBsF6oFRgvX7UiOm8HbgREnAvCg91LVpDeX3QdJ-HyoyaOm4Usrzflsyrg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00533gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/3/10.2166_wcc.2024.533/2/m_jwc-d-23-00533gf01.png?Expires=1714806466&amp;Signature=oBiVf0JsdI1nLESLxaez~kOXprMlHVcUuNG5OufeyXK1kAseV6O4~F7nhiSFZ89zCeuA5QoYFatFYdasXZY9VnFwNNAaNXxkiznp0Csn0ZjRlYrtmunu1-Zz9JHdxnq2qEnT9kmNueUsFtYYjBg2U8UWlLHj5kv13btL5XDabiQPO9zl4fgUsPtCFWwS9tCUwTyWwaoP4GqK6QHz9qoFhICWbkfd1kxrTJjDxqcvAtNvWQ4SKNqA8JEI6Dl-OUk8M2EccMXAjd9sj3K37xL9TIlHxYiHrBsF6oFRgvX7UiOm8HbgREnAvCg91LVpDeX3QdJ-HyoyaOm4Usrzflsyrg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>This study analyses the annual maximum (AM) rainfall series (1991–2022) in Khon Kaen City, Thailand. The AM rainfall series ranging from 3 to 24 h was best fitted to the Log-Pearson Type-III distribution. Notably, our findings reveal linear relationships between the moments of rainfall intensities and durations establishing the practicality of the simple scaling method for disaggregating 24-h AM rainfall data. Additionally, the results of this method are influenced by factors such as sample size, rai","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140568236","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
Evaluation of mine water quality based on the PCA–PSO–BP model 基于 PCA-PSO-BP 模型的矿井水质评价
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2023.604
Jiaqi Wang, Yanli Huang
{"title":"Evaluation of mine water quality based on the PCA–PSO–BP model","authors":"Jiaqi Wang, Yanli Huang","doi":"10.2166/wcc.2023.604","DOIUrl":"https://doi.org/10.2166/wcc.2023.604","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.604/1/m_jwc-d-23-00504gf01.png?Expires=1712293747&amp;Signature=cdkhDn184QGHrnWNg5j7kSM1pqd30XxWG1apY6cI2ISrFqZlt6fky6LIGXZG1SN3uWVlvLodQfvrhL7d~2KuuW7WLE~NV6n16ojDUZc~laxswag3WlD7tREBNcRdpqrTcWeKC35iS-zammDfDjpxKDO5wvOIlZZGGEhwtUqc1FKoWR8gQHFKel77OmztUnvrdKkE5bUlDcvGqzeX0dF03h4RJKI1GuwDkxrrBbqgwSy4R4IzV-bMQTncxJtPimUm3L5Ji8CK-RPJXTJ3zLL98RgkTHVnB0Fa2VRsIFajoJcYhzK9n~5nXjnnKd3xln4F8Is-u-aYp8Sr4YQaf6KZAA__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00504gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.604/1/m_jwc-d-23-00504gf01.png?Expires=1712293747&amp;Signature=cdkhDn184QGHrnWNg5j7kSM1pqd30XxWG1apY6cI2ISrFqZlt6fky6LIGXZG1SN3uWVlvLodQfvrhL7d~2KuuW7WLE~NV6n16ojDUZc~laxswag3WlD7tREBNcRdpqrTcWeKC35iS-zammDfDjpxKDO5wvOIlZZGGEhwtUqc1FKoWR8gQHFKel77OmztUnvrdKkE5bUlDcvGqzeX0dF03h4RJKI1GuwDkxrrBbqgwSy4R4IzV-bMQTncxJtPimUm3L5Ji8CK-RPJXTJ3zLL98RgkTHVnB0Fa2VRsIFajoJcYhzK9n~5nXjnnKd3xln4F8Is-u-aYp8Sr4YQaf6KZAA__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.604/1/m_jwc-d-23-00504gf01.png?Expires=1712293747&amp;Signature=cdkhDn184QGHrnWNg5j7kSM1pqd30XxWG1apY6cI2ISrFqZlt6fky6LIGXZG1SN3uWVlvLodQfvrhL7d~2KuuW7WLE~NV6n16ojDUZc~laxswag3WlD7tREBNcRdpqrTcWeKC35iS-zammDfDjpxKDO5wvOIlZZGGEhwtUqc1FKoWR8gQHFKel77OmztUnvrdKkE5bUlDcvGqzeX0dF03h4RJKI1GuwDkxrrBbqgwSy4R4IzV-bMQTncxJtPimUm3L5Ji8CK-RPJXTJ3zLL98RgkTHVnB0Fa2VRsIFajoJcYhzK9n~5nXjnnKd3xln4F8Is-u-aYp8Sr4YQaf6KZAA__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00504gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.604/1/m_jwc-d-23-00504gf01.png?Expires=1712293747&amp;Signature=cdkhDn184QGHrnWNg5j7kSM1pqd30XxWG1apY6cI2ISrFqZlt6fky6LIGXZG1SN3uWVlvLodQfvrhL7d~2KuuW7WLE~NV6n16ojDUZc~laxswag3WlD7tREBNcRdpqrTcWeKC35iS-zammDfDjpxKDO5wvOIlZZGGEhwtUqc1FKoWR8gQHFKel77OmztUnvrdKkE5bUlDcvGqzeX0dF03h4RJKI1GuwDkxrrBbqgwSy4R4IzV-bMQTncxJtPimUm3L5Ji8CK-RPJXTJ3zLL98RgkTHVnB0Fa2VRsIFajoJcYhzK9n~5nXjnnKd3xln4F8Is-u-aYp8Sr4YQaf6KZAA__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>To enhance the mining area's overall use of mine water in the arid area of Western China and mitigate the current water scarcity problem, this paper introduces an intelligent optimization algorithm and neural network for mine water quality evaluation and proposes a principal component analysis (PCA)–particle swarm optimization (PSO)–back propagation (BP) mine water quality evaluation model. Firstly, the model uses PCA to identify the primary factors affecting mine water quality, then enhances the opt","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019377","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
Artificial neural networks for monthly precipitation prediction in north-west Algeria: a case study in the Oranie-Chott-Chergui basin 阿尔及利亚西北部月降水量预测人工神经网络:Oranie-Chott-Chergui 流域案例研究
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.494
Ahcene Bouach
{"title":"Artificial neural networks for monthly precipitation prediction in north-west Algeria: a case study in the Oranie-Chott-Chergui basin","authors":"Ahcene Bouach","doi":"10.2166/wcc.2024.494","DOIUrl":"https://doi.org/10.2166/wcc.2024.494","url":null,"abstract":"<p>The north-west region of Algeria, pivotal for the nation's water resources and agriculture, faces challenges from changing precipitation patterns due to climate change. In response, our study introduces a robust forecasting tool utilizing artificial neural networks (ANNs) to predict monthly precipitation over a 12-month horizon. We meticulously evaluated two normalization methods, ANN-SS and ANN-MM, and assessed four distinct approaches for selecting input variables (no selection, ANN-WO, ANN-CO, and ANN-VE) to optimize model performance. Our research contributes significantly to the field by addressing a critical gap in understanding the impact of evolving precipitation patterns on water resources. Among the innovations, this study uniquely focuses on medium-term precipitation forecasting, an aspect often marginalized in previous research. Noteworthy outcomes include correlation coefficients of 0.48 and 0.49 during the validation phase, particularly with the Endogen variables and correlation-optimized models using Min-Max normalization. Additionally, the Min-Max normalized technique achieves an impressive 67.71% accuracy in predicting the hydrological situation based on the Standard Precipitation Index.</p>","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019363","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
Selection of representative general circulation models under climatic uncertainty for Western North America 在气候不确定性条件下为北美西部选择具有代表性的大气环流模式
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.541
Seyed Kourosh Mahjour, Giovanni Liguori, Salah A. Faroughi
{"title":"Selection of representative general circulation models under climatic uncertainty for Western North America","authors":"Seyed Kourosh Mahjour, Giovanni Liguori, Salah A. Faroughi","doi":"10.2166/wcc.2024.541","DOIUrl":"https://doi.org/10.2166/wcc.2024.541","url":null,"abstract":"<p>Climate change research uses an ensemble of general circulation model runs (GCMs-runs) to predict future climate under uncertainties. To reduce computational costs, this study selects representative GCM-runs (RGCM-runs) for Western North America (WNA) based on their performance in replicating historical climate conditions from 1981 to 2005 and projecting future changes from 1981–2010 to 2071–2100. This evaluation is conducted under two representative concentration pathways (RCPs) scenarios, RCP4.5 and RCP8.5, from the Coupled Model Intercomparison Project 5. By using an envelope-based selection technique and a multi-objective distance-based approach, we identify four RGCM-runs per RCP representing diverse climatic conditions, including wet-warm, wet-cold, dry-warm, and dry-cold. Compared to the full-set, these selected runs show a decreased mean absolute error (MAE) between the reference and RGCM-runs concerning the monthly average mean air temperature (<em>T̄</em>) and precipitation (<em>P̄</em>). For RCP4.5, <em>T̄</em> MAE is 0.45 (vs. 0.58 in the full-set) and <em>P̄</em> MAE is 0.31 (vs. 0.42). For RCP8.5, <em>T̄</em> MAE is 0.51 (vs. 0.75) and <em>P̄</em> MAE is 0.25 (vs. 0.36). The lower MAE values in the RGCM-run set indicate closer alignment between predicted and reference values, making the RGCM-run suitable for climate impact assessments in the region.</p>","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019376","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
Decadal mapping of flood inundation and damage assessment in the confluence region of Rivers Niger and Benue using multi-sensor data and Google Earth Engine 利用多传感器数据和谷歌地球引擎绘制尼日尔河和贝努埃河交汇地区十年洪水淹没图和损害评估图
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.166
Caleb Odiji, Godstime James, Ademuyiwa Oyewumi, Shomboro Karau, Belinda Odia, Halima Idris, Olaide Aderoju, Abubakar Taminu
{"title":"Decadal mapping of flood inundation and damage assessment in the confluence region of Rivers Niger and Benue using multi-sensor data and Google Earth Engine","authors":"Caleb Odiji, Godstime James, Ademuyiwa Oyewumi, Shomboro Karau, Belinda Odia, Halima Idris, Olaide Aderoju, Abubakar Taminu","doi":"10.2166/wcc.2024.166","DOIUrl":"https://doi.org/10.2166/wcc.2024.166","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.166/1/m_jwc-d-23-00166gf01.png?Expires=1712302570&amp;Signature=NT3lucFfXCkTayJRKX5qBKwJJ67J~ItCwSFnnKKSP6Q6KZIDhrfKT8IGNo12aQ1DUm9cEFfq6W3LSsVQPBERsyZa3vyoZKIYgsvWrEf6HMb9LXQZuQQ5kK4iOYkSg3PKc-pyLzb~lme3nr7MLBiEuCt19WwexZD4U6InWhb8NWbuM2EmbKjAsddoT5Au0nDU5eM3dFPO~jVmHA2PnWTrgc2PMpPT1NkOjs2xVWHmp8NUMIsSKrFlwInN~v1c9Z3rroIEErRPtSYFWd68auDVNqHDAvT3Xm7-1XTmcf~Ds8VsNKUyouW9JN2QTe~ukgwiHRgPepGwhS0aq5Yd~BJXPg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00166gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.166/1/m_jwc-d-23-00166gf01.png?Expires=1712302570&amp;Signature=NT3lucFfXCkTayJRKX5qBKwJJ67J~ItCwSFnnKKSP6Q6KZIDhrfKT8IGNo12aQ1DUm9cEFfq6W3LSsVQPBERsyZa3vyoZKIYgsvWrEf6HMb9LXQZuQQ5kK4iOYkSg3PKc-pyLzb~lme3nr7MLBiEuCt19WwexZD4U6InWhb8NWbuM2EmbKjAsddoT5Au0nDU5eM3dFPO~jVmHA2PnWTrgc2PMpPT1NkOjs2xVWHmp8NUMIsSKrFlwInN~v1c9Z3rroIEErRPtSYFWd68auDVNqHDAvT3Xm7-1XTmcf~Ds8VsNKUyouW9JN2QTe~ukgwiHRgPepGwhS0aq5Yd~BJXPg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.166/1/m_jwc-d-23-00166gf01.png?Expires=1712302570&amp;Signature=NT3lucFfXCkTayJRKX5qBKwJJ67J~ItCwSFnnKKSP6Q6KZIDhrfKT8IGNo12aQ1DUm9cEFfq6W3LSsVQPBERsyZa3vyoZKIYgsvWrEf6HMb9LXQZuQQ5kK4iOYkSg3PKc-pyLzb~lme3nr7MLBiEuCt19WwexZD4U6InWhb8NWbuM2EmbKjAsddoT5Au0nDU5eM3dFPO~jVmHA2PnWTrgc2PMpPT1NkOjs2xVWHmp8NUMIsSKrFlwInN~v1c9Z3rroIEErRPtSYFWd68auDVNqHDAvT3Xm7-1XTmcf~Ds8VsNKUyouW9JN2QTe~ukgwiHRgPepGwhS0aq5Yd~BJXPg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00166gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.166/1/m_jwc-d-23-00166gf01.png?Expires=1712302570&amp;Signature=NT3lucFfXCkTayJRKX5qBKwJJ67J~ItCwSFnnKKSP6Q6KZIDhrfKT8IGNo12aQ1DUm9cEFfq6W3LSsVQPBERsyZa3vyoZKIYgsvWrEf6HMb9LXQZuQQ5kK4iOYkSg3PKc-pyLzb~lme3nr7MLBiEuCt19WwexZD4U6InWhb8NWbuM2EmbKjAsddoT5Au0nDU5eM3dFPO~jVmHA2PnWTrgc2PMpPT1NkOjs2xVWHmp8NUMIsSKrFlwInN~v1c9Z3rroIEErRPtSYFWd68auDVNqHDAvT3Xm7-1XTmcf~Ds8VsNKUyouW9JN2QTe~ukgwiHRgPepGwhS0aq5Yd~BJXPg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>Climate change has made weather patterns more extreme, causing floods in Nigeria. Flooding is the most frequent and serious natural hazard in the confluence region of Rivers Niger and Benue, impacting lives, agriculture, and socio-economic activities significantly. Advancements in satellite technology and computational capabilities have enhanced rapid information about flood extent for monitoring, mitigation, and planning. However, there is a dearth of information based on time series analysis of flo","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019264","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
Energy-based hydro-economic modeling of climate change effects on the Upper Euphrates Basin 基于能源的气候变化对幼发拉底河上游流域影响的水文经济建模
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.550
Ayca Aytac, Mustafa Sahin Dogan, M. Cihat Tuna
{"title":"Energy-based hydro-economic modeling of climate change effects on the Upper Euphrates Basin","authors":"Ayca Aytac, Mustafa Sahin Dogan, M. Cihat Tuna","doi":"10.2166/wcc.2024.550","DOIUrl":"https://doi.org/10.2166/wcc.2024.550","url":null,"abstract":"<p>Climate change and global warming are expected to affect water resources management and planning, requiring adaptations to changing conditions. Therefore, it is very important, especially for decision-makers, to identify demand deficits due to less water availability with climate change that may occur in the existing water supply system in advance. FEHEM, a hydroeconomic optimization model of the integrated reservoir system of the Upper Euphrates Basin, which is the largest and main basin providing water flow to the Euphrates River, is developed. Using a 45-year historical hydrological dataset, water management and hydroelectric operations are evaluated with a linear programming model at monthly time steps. The effects of climate change on the Upper Euphrates Basin are evaluated under low and high carbon emission scenarios. According to the average of the different climate scenarios studied in the model, the average decrease in flows is 37.5%. With climate change, peak flows will occur about 1–2 months earlier on average. As a result of these hydrological changes, the total amount of energy production in the basin will decrease by about 54% and energy revenue by the same percentage.</p>","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140009743","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
Detecting drought-prone regions through drought indices 通过干旱指数探测干旱易发地区
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2023.590
Sangita Pawar, Mahesh Shelke, Nikita Kushare
{"title":"Detecting drought-prone regions through drought indices","authors":"Sangita Pawar, Mahesh Shelke, Nikita Kushare","doi":"10.2166/wcc.2023.590","DOIUrl":"https://doi.org/10.2166/wcc.2023.590","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.590/1/m_jwc-d-23-00590gf01.png?Expires=1712292145&amp;Signature=C7yXbmBzv4aiKKQ4YnpV7zTB8RakWiBTRNXdUM0Oavk-czKWuq05agoGgqVNGtkGbgZmF5ORBmJCL0G0FQt3MZIBnrYJSte9K89AT4HntCdvQVm1TmEMxZUCwbLQCqjcLxpaDsUaXmXjVeR9qay0wY9eZvD7aVusDK-fRaxAubkGBZmWPTBgiQnspt-P~ZvbPuSmdjX4DlVK00Fw22d-Z0xh8BUD1EjGSuPSvos0Z38YZXrdfeYuiftSLSc266ZH7I2YAYL-A8RQKvwtD1pJzwcYZvNtde5W3eTuDrqfkB8ppfmgWHAtYvXLLfzc6JoUmzNcdQ2b6~wOSyKSQ2LG4A__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00590gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.590/1/m_jwc-d-23-00590gf01.png?Expires=1712292145&amp;Signature=C7yXbmBzv4aiKKQ4YnpV7zTB8RakWiBTRNXdUM0Oavk-czKWuq05agoGgqVNGtkGbgZmF5ORBmJCL0G0FQt3MZIBnrYJSte9K89AT4HntCdvQVm1TmEMxZUCwbLQCqjcLxpaDsUaXmXjVeR9qay0wY9eZvD7aVusDK-fRaxAubkGBZmWPTBgiQnspt-P~ZvbPuSmdjX4DlVK00Fw22d-Z0xh8BUD1EjGSuPSvos0Z38YZXrdfeYuiftSLSc266ZH7I2YAYL-A8RQKvwtD1pJzwcYZvNtde5W3eTuDrqfkB8ppfmgWHAtYvXLLfzc6JoUmzNcdQ2b6~wOSyKSQ2LG4A__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.590/1/m_jwc-d-23-00590gf01.png?Expires=1712292145&amp;Signature=C7yXbmBzv4aiKKQ4YnpV7zTB8RakWiBTRNXdUM0Oavk-czKWuq05agoGgqVNGtkGbgZmF5ORBmJCL0G0FQt3MZIBnrYJSte9K89AT4HntCdvQVm1TmEMxZUCwbLQCqjcLxpaDsUaXmXjVeR9qay0wY9eZvD7aVusDK-fRaxAubkGBZmWPTBgiQnspt-P~ZvbPuSmdjX4DlVK00Fw22d-Z0xh8BUD1EjGSuPSvos0Z38YZXrdfeYuiftSLSc266ZH7I2YAYL-A8RQKvwtD1pJzwcYZvNtde5W3eTuDrqfkB8ppfmgWHAtYvXLLfzc6JoUmzNcdQ2b6~wOSyKSQ2LG4A__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00590gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.590/1/m_jwc-d-23-00590gf01.png?Expires=1712292145&amp;Signature=C7yXbmBzv4aiKKQ4YnpV7zTB8RakWiBTRNXdUM0Oavk-czKWuq05agoGgqVNGtkGbgZmF5ORBmJCL0G0FQt3MZIBnrYJSte9K89AT4HntCdvQVm1TmEMxZUCwbLQCqjcLxpaDsUaXmXjVeR9qay0wY9eZvD7aVusDK-fRaxAubkGBZmWPTBgiQnspt-P~ZvbPuSmdjX4DlVK00Fw22d-Z0xh8BUD1EjGSuPSvos0Z38YZXrdfeYuiftSLSc266ZH7I2YAYL-A8RQKvwtD1pJzwcYZvNtde5W3eTuDrqfkB8ppfmgWHAtYvXLLfzc6JoUmzNcdQ2b6~wOSyKSQ2LG4A__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>Climate change has led to heightened variability in global rainfall patterns, resulting in greater unpredictability and inconsistency, and it has led to the origin of meteorological drought situation. This has amplified the frequency of droughts or drought-like conditions worldwide. India, being primarily agrarian, faces significant challenges due to drought, affecting various regions intermittently. Given the urgency of addressing recurring drought issues, it is crucial to determine specific ‘drough","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140019371","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
Ecological health assessment of the Qinghe River Basin: analysis and recommendations 清河流域生态健康评估:分析与建议
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.653
Jingcheng Lei, Jinfeng Zhang, Peiying Li, Hongliang Zhang, Chengbin Xu
{"title":"Ecological health assessment of the Qinghe River Basin: analysis and recommendations","authors":"Jingcheng Lei, Jinfeng Zhang, Peiying Li, Hongliang Zhang, Chengbin Xu","doi":"10.2166/wcc.2024.653","DOIUrl":"https://doi.org/10.2166/wcc.2024.653","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.653/1/m_jwc-d-23-00653gf01.png?Expires=1712664074&amp;Signature=Fi9dPQPGRcBW403q-4omfc2QwuhXaQkuAjCVH101BYGFqKhR~DotQ4-y3oz~IaRW9UqeOm7RdEdr6TqE3qmr~qKuCvMnD24n0iPaS8QZNISEd1C1mLWU7JNf9NJJ8N3jDTr2yIuswVnV2-v61dPC9HBCkrd47F3ffsZgB6axM~1ILQk3uQPUeQ9RMaOqnv5gNQaaBZGnMQJRkruGhtOJHlRZfTo0YJrpK4EpdGwL7M-BnYUsFsc7p0amWIrle~R9xh0MGYKtlpIsC-8bJpCSJyroHKDcFHlw24c~G5U2IRu0KQLmNdXCqPlFBT2a~zhLmstocfq~YJE7eMotqkwfNw__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00653gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.653/1/m_jwc-d-23-00653gf01.png?Expires=1712664074&amp;Signature=Fi9dPQPGRcBW403q-4omfc2QwuhXaQkuAjCVH101BYGFqKhR~DotQ4-y3oz~IaRW9UqeOm7RdEdr6TqE3qmr~qKuCvMnD24n0iPaS8QZNISEd1C1mLWU7JNf9NJJ8N3jDTr2yIuswVnV2-v61dPC9HBCkrd47F3ffsZgB6axM~1ILQk3uQPUeQ9RMaOqnv5gNQaaBZGnMQJRkruGhtOJHlRZfTo0YJrpK4EpdGwL7M-BnYUsFsc7p0amWIrle~R9xh0MGYKtlpIsC-8bJpCSJyroHKDcFHlw24c~G5U2IRu0KQLmNdXCqPlFBT2a~zhLmstocfq~YJE7eMotqkwfNw__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.653/1/m_jwc-d-23-00653gf01.png?Expires=1712664074&amp;Signature=Fi9dPQPGRcBW403q-4omfc2QwuhXaQkuAjCVH101BYGFqKhR~DotQ4-y3oz~IaRW9UqeOm7RdEdr6TqE3qmr~qKuCvMnD24n0iPaS8QZNISEd1C1mLWU7JNf9NJJ8N3jDTr2yIuswVnV2-v61dPC9HBCkrd47F3ffsZgB6axM~1ILQk3uQPUeQ9RMaOqnv5gNQaaBZGnMQJRkruGhtOJHlRZfTo0YJrpK4EpdGwL7M-BnYUsFsc7p0amWIrle~R9xh0MGYKtlpIsC-8bJpCSJyroHKDcFHlw24c~G5U2IRu0KQLmNdXCqPlFBT2a~zhLmstocfq~YJE7eMotqkwfNw__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00653gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2024.653/1/m_jwc-d-23-00653gf01.png?Expires=1712664074&amp;Signature=Fi9dPQPGRcBW403q-4omfc2QwuhXaQkuAjCVH101BYGFqKhR~DotQ4-y3oz~IaRW9UqeOm7RdEdr6TqE3qmr~qKuCvMnD24n0iPaS8QZNISEd1C1mLWU7JNf9NJJ8N3jDTr2yIuswVnV2-v61dPC9HBCkrd47F3ffsZgB6axM~1ILQk3uQPUeQ9RMaOqnv5gNQaaBZGnMQJRkruGhtOJHlRZfTo0YJrpK4EpdGwL7M-BnYUsFsc7p0amWIrle~R9xh0MGYKtlpIsC-8bJpCSJyroHKDcFHlw24c~G5U2IRu0KQLmNdXCqPlFBT2a~zhLmstocfq~YJE7eMotqkwfNw__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>The assessment of ecosystem health at the scale of a large river basin is currently an important direction in environmental science and landscape ecology research. This study focuses on the ecological health assessment of the Qinghe River Basin. Following <em>the Guidelines for Eco-health Assessment of Basin</em> (<em>Trial</em>), a framework was designed to construct an assessment system. The aquatic and terrestrial systems of the Basin were selected, and the ecological pattern, ecological function,","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140046367","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
Hydrological assessment of the Gundlakamma sub-basin through SWAT modeling: integration of land use land cover (LULC) and climate changes 通过 SWAT 模型对贡德拉卡马分流域进行水文评估:土地利用、土地覆被 (LULC) 和气候变化的整合
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2024.618
K. V. Sivakumar Babu, Aravindan Achuthan, Shamshaad Ahmad
{"title":"Hydrological assessment of the Gundlakamma sub-basin through SWAT modeling: integration of land use land cover (LULC) and climate changes","authors":"K. V. Sivakumar Babu, Aravindan Achuthan, Shamshaad Ahmad","doi":"10.2166/wcc.2024.618","DOIUrl":"https://doi.org/10.2166/wcc.2024.618","url":null,"abstract":"<p>Gundlakamma sub-basin faces challenges with increasing water demand and climate change impacts, requiring innovative solutions for sustainable water management. The study was conducted to improve the long-term utilization of water resources in Andhra Pradesh. To accomplish this, the study attempts to estimate LULC change detection and its impact on water resources by analyzing the performance of the soil and water assessment tool (SWAT) model. From 2005 to 2021, the amount of cropland decreased while built-up land increased, indicating urban growth. The SWAT model identifies hydrological processes and assesses the temporal and spatial distribution of water resources in the watershed. Statistical parameters results reveal that a good match was found between actual and modeled flows with Nash–Sutcliffe efficiency (NSE) and coefficient of determination (<em>R</em><sup>2</sup>) greater than 0.75 for both calibration and validation periods. The area has average annual precipitation, surface runoff, water yield, and actual evapotranspiration of 949.96, 215.6, 469.24, and 429.15 mm, respectively. The SWAT model's fascinating outcomes demonstrate that it could be a promising decision support tool for predicting water balance and water yield in other watersheds of Andhra Pradesh for sustainable water management of water resources where water quality and quantity are critical issues.</p>","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140009468","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
Climate change-induced drought and implications on maize cultivation area in the upper Nan River Basin, Thailand 气候变化引发的干旱及其对泰国南河上游流域玉米种植面积的影响
Journal of Water & Climate Change Pub Date : 2024-02-01 DOI: 10.2166/wcc.2023.521
Rabin Bastola, Sangam Shrestha, S. Mohanasundaram, Ho Huu Loc
{"title":"Climate change-induced drought and implications on maize cultivation area in the upper Nan River Basin, Thailand","authors":"Rabin Bastola, Sangam Shrestha, S. Mohanasundaram, Ho Huu Loc","doi":"10.2166/wcc.2023.521","DOIUrl":"https://doi.org/10.2166/wcc.2023.521","url":null,"abstract":"<div><div data- reveal-group-><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.521/1/m_jwc-d-23-00521gf01.png?Expires=1712304743&amp;Signature=ynkLDLsAMe-JXwzTLK8EjojWn0-NXjRctINfK0f--v3N8NBgqrws-ozBxpTHLKsSvYUbDIkvCVLa0ufFu4r0beylsRFKPrnu4QXlS15yRPQvob-z6b3bSSyTBumr17VyaMCNrED99D5Qj2fZk5mOb39wj8nliTyQ8dRjBtmvocX1oeHhhopAKGO-u6JfIv7qkSeSgzFK4oZorUP9yZBLfLzKSOBqSU9sV6VwuCWna7QvFkjUG8LAihFcRDQWNoVOMZ5~ZzxYeudLE9HC72u2huWJRU8snrvsRgG1zNUNOQHruW5fDEkC3arRDE9vfHX0TfDjuwzqYtrblr1ZOFN3pg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00521gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.521/1/m_jwc-d-23-00521gf01.png?Expires=1712304743&amp;Signature=ynkLDLsAMe-JXwzTLK8EjojWn0-NXjRctINfK0f--v3N8NBgqrws-ozBxpTHLKsSvYUbDIkvCVLa0ufFu4r0beylsRFKPrnu4QXlS15yRPQvob-z6b3bSSyTBumr17VyaMCNrED99D5Qj2fZk5mOb39wj8nliTyQ8dRjBtmvocX1oeHhhopAKGO-u6JfIv7qkSeSgzFK4oZorUP9yZBLfLzKSOBqSU9sV6VwuCWna7QvFkjUG8LAihFcRDQWNoVOMZ5~ZzxYeudLE9HC72u2huWJRU8snrvsRgG1zNUNOQHruW5fDEkC3arRDE9vfHX0TfDjuwzqYtrblr1ZOFN3pg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div></div><div content- data-reveal=\"data-reveal\"><div><img alt=\"graphic\" data-src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.521/1/m_jwc-d-23-00521gf01.png?Expires=1712304743&amp;Signature=ynkLDLsAMe-JXwzTLK8EjojWn0-NXjRctINfK0f--v3N8NBgqrws-ozBxpTHLKsSvYUbDIkvCVLa0ufFu4r0beylsRFKPrnu4QXlS15yRPQvob-z6b3bSSyTBumr17VyaMCNrED99D5Qj2fZk5mOb39wj8nliTyQ8dRjBtmvocX1oeHhhopAKGO-u6JfIv7qkSeSgzFK4oZorUP9yZBLfLzKSOBqSU9sV6VwuCWna7QvFkjUG8LAihFcRDQWNoVOMZ5~ZzxYeudLE9HC72u2huWJRU8snrvsRgG1zNUNOQHruW5fDEkC3arRDE9vfHX0TfDjuwzqYtrblr1ZOFN3pg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\" path-from-xml=\"jwc-d-23-00521gf01.tif\" src=\"https://iwa.silverchair-cdn.com/iwa/content_public/journal/jwcc/15/2/10.2166_wcc.2023.521/1/m_jwc-d-23-00521gf01.png?Expires=1712304743&amp;Signature=ynkLDLsAMe-JXwzTLK8EjojWn0-NXjRctINfK0f--v3N8NBgqrws-ozBxpTHLKsSvYUbDIkvCVLa0ufFu4r0beylsRFKPrnu4QXlS15yRPQvob-z6b3bSSyTBumr17VyaMCNrED99D5Qj2fZk5mOb39wj8nliTyQ8dRjBtmvocX1oeHhhopAKGO-u6JfIv7qkSeSgzFK4oZorUP9yZBLfLzKSOBqSU9sV6VwuCWna7QvFkjUG8LAihFcRDQWNoVOMZ5~ZzxYeudLE9HC72u2huWJRU8snrvsRgG1zNUNOQHruW5fDEkC3arRDE9vfHX0TfDjuwzqYtrblr1ZOFN3pg__&amp;Key-Pair-Id=APKAIE5G5CRDK6RD3PGA\"/><div>View largeDownload slide</div></div><i> </i><span>Close modal</span></div></div><p>The escalating frequency of climate change-induced droughts poses a severe threat to rainfed maize cultivation in Thailand's upper Nan River Basin (NRB). Utilizing the standardized precipitation evapotranspiration index, this study comprehensively examines spatial and temporal drought patterns and their potential agricultural impact. Findings indicate a significant shift in precipitation patterns with wetter wet seasons, drier dry seasons and rising temperatures. The upper NRB experiences prolonged a","PeriodicalId":510893,"journal":{"name":"Journal of Water & Climate Change","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140009348","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
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