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International Journal of Hydrology Science and Technology最新文献

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Comparison features importance for temporal and spatial-temporal approaches in GRACE and GRACE-FO signal reconstruction based on GLDAS data 比较了基于GLDAS数据的GRACE和GRACE- fo信号重构中时间和时空方法的重要性
International Journal of Hydrology Science and Technology Pub Date : 2023-01-01 DOI: 10.1504/ijhst.2023.134623
Viktor Szabó
{"title":"Comparison features importance for temporal and spatial-temporal approaches in GRACE and GRACE-FO signal reconstruction based on GLDAS data","authors":"Viktor Szabó","doi":"10.1504/ijhst.2023.134623","DOIUrl":"https://doi.org/10.1504/ijhst.2023.134623","url":null,"abstract":"Machine learning algorithms can effectively learn the complex relationships between various input variables from the global land data assimilation system (GLDAS) and the total water storage (TWS) observed by gravity recovery and climate experiment (GRACE) and GRACE-FO (follow-on) missions. As the TWS depends on various features, a serious question arises about the importance of used variables for reconstruction. Furthermore, will the variables used for the reconstruction be equally significant for grid-based and basin-based analyses? This work examined the importance of individual predictors for the temporal and spatial-temporal approach over 254 river basins using GRACE and GRACE-FO data as target and GLDAS data as predictors. The extreme gradient boosting (XGBoost) algorithm was used to reconstruct TWS. Results were evaluated with root-mean-square error, normalised root-mean-square error, Pearson correlation coefficient, Nash-Sutcliffe efficiency, and Kolmogorov-Smirnow-test metrics. Model output influence was checked by the model-agnostic version of the feature importance and by Shapley additive explanations (SHAP).","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134891161","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
Flood susceptibility mapping using MCDM-AHP approach and geospatial technique- a study of Hyderabad district, Telangana, India 基于MCDM-AHP方法和地理空间技术的洪水易感性制图——印度Telangana Hyderabad地区的研究
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10049478
B. Chowdhury, Kajri Sengupta, Manas Hudait, Mohammed O. Faizan
{"title":"Flood susceptibility mapping using MCDM-AHP approach and geospatial technique- a study of Hyderabad district, Telangana, India","authors":"B. Chowdhury, Kajri Sengupta, Manas Hudait, Mohammed O. Faizan","doi":"10.1504/ijhst.2022.10049478","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10049478","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945745","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
Rainfall-runoff modelling using the machine learning and conceptual hydrological models 使用机器学习和概念水文模型的降雨径流模型
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10050152
M. Sattari, B. Pham, D. Misra, K. Shahedi, Esmaeel Dodangeh
{"title":"Rainfall-runoff modelling using the machine learning and conceptual hydrological models","authors":"M. Sattari, B. Pham, D. Misra, K. Shahedi, Esmaeel Dodangeh","doi":"10.1504/ijhst.2022.10050152","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10050152","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66946253","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
An application of transfer function noise models for predicting groundwater level signals using rainfall signals in Adyar Basin, India 传递函数噪声模型在印度Adyar盆地降水信号预测地下水位信号中的应用
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.120624
S. Mohanasundaram, So-Min Lim
{"title":"An application of transfer function noise models for predicting groundwater level signals using rainfall signals in Adyar Basin, India","authors":"S. Mohanasundaram, So-Min Lim","doi":"10.1504/ijhst.2022.120624","DOIUrl":"https://doi.org/10.1504/ijhst.2022.120624","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"6 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66946371","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
Water quality evaluation analysis of an urban river based on self-organising maps: Annaba City (Eastern Algeria) 基于自组织地图的城市河流水质评价分析:阿尔及利亚东部安纳巴市
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10046088
R. Hafsi, H. Boutaghane
{"title":"Water quality evaluation analysis of an urban river based on self-organising maps: Annaba City (Eastern Algeria)","authors":"R. Hafsi, H. Boutaghane","doi":"10.1504/ijhst.2022.10046088","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10046088","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945246","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
Density-based spatial clustering of application with noise approach for regionalisation and its effect on hierarchical clustering 基于密度的空间聚类与噪声方法在分区中的应用及其对分层聚类的影响
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10048476
R. Sahu, M. Verma, Ishtiyaq Ahmad
{"title":"Density-based spatial clustering of application with noise approach for regionalisation and its effect on hierarchical clustering","authors":"R. Sahu, M. Verma, Ishtiyaq Ahmad","doi":"10.1504/ijhst.2022.10048476","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10048476","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"109 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945712","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: 5
Geostatistical analyses empowered with gradient boosting and extra trees classifier algorithms in the prediction of groundwater quality and geology-lithology attributes over YSR district, India 在印度YSR地区，利用梯度增强和额外的树分类算法进行地质统计分析，预测地下水质量和地质岩性属性
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10050042
Mogaraju Jagadish Kumar
{"title":"Geostatistical analyses empowered with gradient boosting and extra trees classifier algorithms in the prediction of groundwater quality and geology-lithology attributes over YSR district, India","authors":"Mogaraju Jagadish Kumar","doi":"10.1504/ijhst.2022.10050042","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10050042","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66946051","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
Comparison features importance for temporal and spatial-temporal approaches in GRACE and GRACE-FO signal re-construction based on GLDAS data 比较了基于GLDAS数据的GRACE和GRACE- fo信号重构中时间和时空方法的重要性
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10048532
Viktor Szabo
{"title":"Comparison features importance for temporal and spatial-temporal approaches in GRACE and GRACE-FO signal re-construction based on GLDAS data","authors":"Viktor Szabo","doi":"10.1504/ijhst.2022.10048532","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10048532","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"46 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945768","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
Monthly TRMM correction and application in hydrological modelling 月TRMM校正及其在水文模拟中的应用
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10047197
Xie Yuebo, W. Adidarma, D. Yudianto, Theo Senjaya
{"title":"Monthly TRMM correction and application in hydrological modelling","authors":"Xie Yuebo, W. Adidarma, D. Yudianto, Theo Senjaya","doi":"10.1504/ijhst.2022.10047197","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10047197","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945607","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
Numerical study using an implicit finite difference scheme of a high velocity flow crossing a non-prismatic hydraulic structure – case of symmetrical gradual expansion 用隐式有限差分格式对高速水流穿越非棱镜水工结构的数值研究-对称渐扩情况
IF 1.8
International Journal of Hydrology Science and Technology Pub Date : 2022-01-01 DOI: 10.1504/ijhst.2022.10047698
L. Amara, Samir Hamchaoui, B. Remini, A. Benzerra, S. Benmamar, A. Berreksi, T. Ikni
{"title":"Numerical study using an implicit finite difference scheme of a high velocity flow crossing a non-prismatic hydraulic structure – case of symmetrical gradual expansion","authors":"L. Amara, Samir Hamchaoui, B. Remini, A. Benzerra, S. Benmamar, A. Berreksi, T. Ikni","doi":"10.1504/ijhst.2022.10047698","DOIUrl":"https://doi.org/10.1504/ijhst.2022.10047698","url":null,"abstract":"","PeriodicalId":38406,"journal":{"name":"International Journal of Hydrology Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":1.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66945657","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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