River pattern discriminant method based on Rough Set theory

Journal of Hydrology: Regional Studies - Tập 45 - Trang 101285 - 2023
Chaode Yan1, Ziwei Li1, Muhammad Waseem Boota1, Muhammad Zohaib2, Xiao Liu1,3, Chunlong Shi1, Jikun Xu1
1Yellow River Laboratory, Zhengzhou University, Zhengzhou, 450001, PR China
2Department of Civil Engineering, National University of Technology (NUTECH), Islamabad 44000, Pakistan
3Management Committee of National Xuchang Economic and Technological Development Zone, Xuchang 461000, PR China

Tài liệu tham khảo

Agnihotri, 2018, Channel planform dynamics of lower Ramganga River, Ganga basin, GIS and remote sensing analyses, Geocarto Int., 35, 934, 10.1080/10106049.2018.1552323

Alexeevsky, 2013, Channel changes in largest Russian rivers: natural and anthropogenic effects, Int. J. River Basin Mgmt., 11, 175, 10.1080/15715124.2013.814660

Alphan, 2021, Multi-temporal analysis of urbanisation patterns as coastal development indicators: eastern mediterranean coast of Turkey, Ecol. Indic., 121, 10.1016/j.ecolind.2020.106994

Ashmore, 2009, Intensity and characteristic length of braided river patterns, Can. J. Civ. Eng., 36, 1656, 10.1139/L09-088

Benson, 2013, Fractional calculus in hydrologic modeling: a numerical perspective, Adv. Water Resour., 51, 479, 10.1016/j.advwatres.2012.04.005

Bizzi, 2012, Characterizing physical habitats in rivers using map-derived drivers of fluvial geomorphic processes, Geomorphology, 169–170, 64, 10.1016/j.geomorph.2012.04.009

Bora, 2021, RS-GIS based assessment of the impact of Hatimura embankment on the channel planform of the Kolong River, Assam, India, Geocarto Int., 1

Carling, 2014, Multichannel rivers: their definition and classification, Earth Surf. Process Land., 39, 26, 10.1002/esp.3419

Cavallo, 2021, Monitoring the morphological evolution of a reach of the Italian Po River using multispectral satellite imagery and stage data, Geocarto Int., 1

Chen, 2015, Global land cover mapping at 30m resolution: a POK-based operational approach, ISPRS J. Photo Remote Sens., 103, 7, 10.1016/j.isprsjprs.2014.09.002

Chen, 2019, Structural characteristics of river networks and their relations to basin factors in the Yangtze and Yellow River basins, Sci. China Tech. Sci., 62, 1885, 10.1007/s11431-019-9531-0

Eaton, 2010, Channel patterns: braided, anabranching, and single-thread, Geomorphology, 120, 353, 10.1016/j.geomorph.2010.04.010

Grill, 2019, Mapping the world's free-flowing rivers, Nature, 569, 215, 10.1038/s41586-019-1111-9

Guillon, 2020, Machine learning predicts reach‐scale channel types from coarse‐scale geospatial data in a Large River Basin, Water Resour. Res., 56

Guo, 2020, Regularity of sediment transport and sedimentation during floods in the lower Yellow River, China, Int. J. Sediment Res., 35, 97, 10.1016/j.ijsrc.2019.08.001

Haron, 2019, Assessing river stability and hydraulic geometry of fluvial river in Malaysia, Int. J. Integr. Eng., 11, 214, 10.30880/ijie.2019.11.06.023

He, 2021, Pore-scale identification of residual morphology and genetic mechanisms of nano emulsified vegetable oil in porous media using 3D X-ray microtomography, Sci. Total Environ., 763, 10.1016/j.scitotenv.2020.143015

Heydari, 2017, Effect of classifier selection, reference sample size, reference classdistribution and scene heterogeneity in per-pixel classification accuracy using 26 Landsat sites, Remote. Sens. Environ., 204, 648, 10.1016/j.rse.2017.09.035

Ip, 2007, Applications of rough set theory to river environment quality evaluation in China, Water Resour., 34, 459, 10.1134/S0097807807040112

Jaddi, 2013, Hybrid of genetic algorithm and great deluge algorithm for rough set attribute reduction, Turk. J. Electr. Eng. Comput. Sci., 21, 1737, 10.3906/elk-1202-113

Jenks, 1967, The data model concept in statistical mapping, Int. Yearb. Cartogr., 7, 186

Kim, 2021, Key coastal landscape patterns for reducing flood vulnerability, Sci. Total Environ., 759, 10.1016/j.scitotenv.2020.143454

Kleinhans, 2010, Sorting out river patterns, Prog. Phys. Geogr., 34, 287, 10.1177/0309133310365300

Kleinhans, 2011, River channel and bar patterns explained and predicted by an empirical and a physics-based method, Earth Surf. Process Land., 36, 721, 10.1002/esp.2090

Kong, 2020, Morphological response of the Lower Yellow River to the operation of Xiaolangdi Dam, China, Geomorphology, 350, 10.1016/j.geomorph.2019.106931

Leung, 2008, A rough set approach for the discovery of classification rules in interval-valued information systems, Int. J. Approx. Reason., 47, 233, 10.1016/j.ijar.2007.05.001

Li, 2021, A novel surface water index using local background information for long term and large-scale Landsat images, ISPRS J. Photogramm. Remote Sens., 172, 59, 10.1016/j.isprsjprs.2020.12.003

Li, 2021, Managing conflicts and equitability in hierarchical decision making for water resources planning under fuzzy uncertainty: a case study of Yellow River, China, J. Hydrol. Reg. Stud., 38

Li, 2022, Review and outlook of river morphology expression, J. Water Clim. Change, 1

Liang, 2021, Explaining the black-box model: a survey of local interpretation methods for deep neural networks, Neurocomputing, 419, 168, 10.1016/j.neucom.2020.08.011

Lin, 2020, What is the influence of landscape metric selection on the calibration of land-use/cover simulation models, Environ. Modell. Softw., 129, 10.1016/j.envsoft.2020.104719

Liu, 2020, Landscape pattern at the class level regulates the stream water nitrogen and phosphorus levels in a Chinese subtropical agricultural catchment, Agric. Ecosyst. Environ., 295

Liu, 2021, Effects of large upstream reservoir operations on cross-sectional changes in the channel of the lower Yellow River reach, Geomorphology, 387, 10.1016/j.geomorph.2021.107768

Liu, 2021, A comprehensive framework for HSPF hydrological parameter sensitivity, optimization and uncertainty evaluation based on SVM surrogate model- a case study in Qinglong River watershed, China, Environ. Modell. Softw., 143

Ma, 2021, XGBoost-based method for flash flood risk assessment, J. Hydrol., 598, 10.1016/j.jhydrol.2021.126382

Mahesh, 2015, Prediction of surface roughness of end milling operation using genetic algorithm, Int. J. Adv. Manuf. Technol., 77, 369, 10.1007/s00170-014-6425-z

Majeed, 2014, 693

Nardini, 2021, Automatic river planform identification by a logical-heuristic algorithm, Geomorphology, 375, 10.1016/j.geomorph.2020.107558

Ni, 1991, Theories on the causes of channel pattern formation, Acta Geogr. Sin., 46, 366

Pawlak, 1982, Rough sets, Int. J. Comput. Inf. Sci., 11, 341, 10.1007/BF01001956

Pekel, 2016, High-resolution mapping of global surface water and its long-term changes, Nature, 540, 418, 10.1038/nature20584

Qian, 1985, On the classification and causes of formation of different river patterns, Acta Geogr. Sin., 40, 1

Qin, 2021, Multifractal characteristics analysis based on slope distribution probability in the Yellow River Basin, China, ISPRS Int. J. Geo-Inf., 10, 337, 10.3390/ijgi10050337

Rinaldi, 2015, Classification of river morphology and hydrology to support management and restoration, Aquat. Sci., 78, 17, 10.1007/s00027-015-0438-z

Rust, 1978, Depositional models for braided alluvium, 605

Saleh, 2013, Impact of river bed morphology on discharge and water levels simulated by a 1D Saint-Venant hydraulic model at regional scale, J. Hydrol., 476, 169, 10.1016/j.jhydrol.2012.10.027

Schumm, 1985, Patterns of alluvial rivers, Annu. Rev. Earth Planet. Sci., 13, 5, 10.1146/annurev.ea.13.050185.000253

Shaikh, 2021, Accuracy assessment of different open-source digital elevation model through morphometric analysis for a semi-arid River Basin in the Western Part of India, J. Geovis. Spat. Anal., 5, 23, 10.1007/s41651-021-00089-4

Spada, 2018, Multi-Temporal Image Analysis for Fluvial Morphological Characterization with Application to Albanian Rivers, ISPRS Int. J. Geo-Inf., 7, 314, 10.3390/ijgi7080314

Ulloa, 2018, Morphological characterization of a highly-dynamic fluvial landscape: the River Baker (Chilean Patagonia), J. S. Am. Earth Sci., 86, 1, 10.1016/j.jsames.2018.06.002

Wang, 2022, Prediction of estuarine water quality using interpretable machine learning approach, J. Hydrol., 605, 10.1016/j.jhydrol.2021.127320

Wang, 2020, Adjustment in the main-channel geometry of the lower Yellow River before and after the operation of the Xiaolangdi Reservoir from 1986 to 2015, J. Geogr. Sci., 30, 468, 10.1007/s11442-020-1738-3

Wen, 2019, Impact factors of dissolved organic carbon and the transport in a river-lake continuum in the Tibet plateau of China, J. Hydrol., 579, 10.1016/j.jhydrol.2019.124202

Wu, 2022, Establishment of watershed ecological water requirements framework: a case study of the Lower Yellow River, China, Sci. Total Environ., 820, 10.1016/j.scitotenv.2022.153205

Xia, 2014, Response of reach-scale bankfull channel geometry to the altered flow and sediment regime in the lower Yellow River, Geomorphology, 213, 255, 10.1016/j.geomorph.2014.01.017

Xia, 2021, Variations in channel centerline migration rate and intensity of a braided reach in the Lower Yellow River, Remote Sens., 13, 1680, 10.3390/rs13091680

Xin, 2018, River pattern discriminant method based on resistance parameter and activity indicators, Geomorphology, 303, 210, 10.1016/j.geomorph.2017.11.011

Yan, 2019, Intelligent initial map scale generation based on rough-set rules, Arab. J. Geosci., 12, 109, 10.1007/s12517-019-4265-8

Yan, 2016, Spatial and temporal relation rule acquisition of eutrophication in Da’ning River based on rough set theory, Ecol. Indic., 66, 180, 10.1016/j.ecolind.2016.01.032

Yang, 2015, Remotely sensed trajectory analysis of channel migration in lower Jingjiang reach during the period of 1983–2013, Remote Sens, 7, 16241, 10.3390/rs71215828

Yu, 2022, A fast generalization method of multibeam echo soundings for nautical charting, J. Geovis. Spat. Anal., 6, 2, 10.1007/s41651-021-00096-5

Zhang, 2011, An information granulation entropy-based model for third-party logistics providers evaluation, Int. J. Prod. Res., 50, 177, 10.1080/00207543.2011.571453

Zhang, 2013, Automatic drainage pattern recognition in river networks, Int. J. Geogr. Inf. Sci., 27, 2319, 10.1080/13658816.2013.802794

Zhang, 2016, Annual dynamics of impervious surface in the Pearl River Delta, China, from 1988 to 2013, using time series Landsat imagery, ISPRS J. Photogramm. Remote Sens., 113, 86, 10.1016/j.isprsjprs.2016.01.003

Zhang, 2021, Dynamic landscapes and the driving forces in the Yellow River Delta wetland region in the past four decades, Sci. Total Environ., 787, 10.1016/j.scitotenv.2021.147644

Zhao, 2019, Analyzing the influence of landscape pattern change on ecological water requirements in an arid/semiarid region of China, J. Hydrol., 578, 10.1016/j.jhydrol.2019.124098

Thông tin
Thông tin xuất bản

Journal of Hydrology: Regional Studies

Tập 45

101285

Thông tin tác giả