Uneingeschränkter Zugang

Simulation and prediction of water temperature in a water transfer channel during winter periods using a new approach based on the wavelet noise reduction-deep learning method


Zitieren

Chellali, M.R., Abderrahim, H., Hamou, A., Nebatti, A., Janovec, J., 2016. Artificial neural network models for prediction of daily fine particulate matter concentrations in Algiers. Environmental Science and Pollution Research, 23, 14, 14008–14017. Search in Google Scholar

Cheng, T., Wang, J., Chen, P., Sui, J., 2022. Simulation of ice accumulation around bridge piers during river breakup periods using a discrete element model. Journal of Hydrodynamics, 34, 1, 94–105. Search in Google Scholar

Cheng, T., Wang, J., Sui, J., Zhao, H., Hao, Z., Huang, M., Li, Z., 2022. A new approach for assessing heat balance state along a water transfer channel during winter periods. Water, 14, 20, 3269. Search in Google Scholar

Choi, Y., Ahn, J., Ji, J., Lee, E., Yi, J., 2020. Effects of inter-basin water transfer project operation for emergency water supply. Water Resources Management, 34, 2535–2548. Search in Google Scholar

Dargan, S., Kumar, M., Ayyagari, M.R., Kumar, G., 2020. A survey of deep learning and its applications: a new paradigm to machine learning. Archives of Computational Methods in Engineering, 27, 4, 1071–1092. Search in Google Scholar

Elnashar, W., Elyamany, A., 2023. Managing risks of climate change on irrigation water in arid regions. Water Resources Management, 37, 2429–2446. Search in Google Scholar

Fu, C., Yao, H., 2015. Trends of ice breakup date in south-central Ontario. Journal of Geophysical Research: Atmospheres, 120, 18, 9220–9236. Search in Google Scholar

Haeuser, J., Eppel, D., Tanzer, F., 1980. Analysis of thermal impact in tidal rivers and estuaries. Water Research, 14, 10, 1409–1419. Search in Google Scholar

Huang, W., Zhang, J., Leppäranta, M., Li, Z., Cheng, B., Lin, Z., 2019. Thermal structure and water-ice heat transfer in a shallow ice-covered thermokarst lake in central Qinghai-Tibet Plateau. Journal of Hydrology, 578, 124122. Search in Google Scholar

Jafari, R., Sui, J., 2021. Velocity field and turbulence structure around spur dikes with different angles of orientation under ice covered flow conditions. Water, 13, 13, 1844. https://doi.org/10.3390/w13131844 Search in Google Scholar

Karandish, F., Hogeboom, R. J., Hoekstra, A. Y., 2021. Physical versus virtual water transfers to overcome local water shortages: A comparative analysis of impacts. Advances in water resources, 147, 103811. Search in Google Scholar

Kuppel, S., Fan, Y., Jobbágy, E.G., 2017. Seasonal hydrologic buffer on continents: Patterns, drivers and ecological benefits. Advances in Water Resources, 102, 178–187. Search in Google Scholar

Lafrenière, M., Sharp, M., 2003. Wavelet analysis of inter-annual variability in the runoff regimes of glacial and nival stream catchments, Bow Lake, Alberta. The North Pacific surveying and exploring expedition, or, My last cruise, where we went and what we saw. ProQuest Information and Learning. Search in Google Scholar

Liu, M., Dong, X., Guo, H., 2021. Risk assessment of ice dams for water diversion projects based on fuzzy fault trees. Applied Water Science, 11, 2, 1–13. Search in Google Scholar

Moore, R.D., Leach, J.A., 2021. Predicting latent and sensible heat fluxes in stream temperature models: Current challenges and potential solutions. Water Resources Research, 57, 2, e2020WR028712. Search in Google Scholar

Namaee, M., Sui, J., 2019. Effects of ice cover on the incipient motion of bed material and shear stress around side-by-side bridge piers. Cold Regions Science and Technology, 165, https://doi.org/10.1016/j.coldregions.2019.102811 Search in Google Scholar

Namaee, M., Sui, J., 2020. Velocity profiles and turbulence intensities around side-by-side bridge piers under ice-covered flow condition. Journal of Hydrology and Hydromechanics, 68, 1, 70–82. https://doi.org/10.2478/johh-2019-0029 Search in Google Scholar

Renata, G., Zhu, S., Sivakumar, B., 2019. Forecasting river water temperature time series using a wavelet–neural network hybrid modelling approach. Journal of Hydrology, 578, 124115. Search in Google Scholar

Saadatpour, M., Afshar, A., Edinger, J.E., 2017. Meta-model assisted 2D hydrodynamic and thermal simulation model (CE-QUAL-W2) in deriving optimal reservoir operational strategy in selective withdrawal scheme. Water Resources Management, 31, 9, 2729–2744. Search in Google Scholar

Sharma, S., Blagrave, K., Magnuson, J.J., O’Reilly, C.M., Oliver, S., Batt, R.D., Magee, M.R., Straile, D., Weyhenmeyer, G.A., Winslow, L., Woolway, R.I., 2019. Widespread loss of lake ice around the Northern Hemisphere in a warming world. Nature Climate Change, 9, 3, 227–231. Search in Google Scholar

Sui, J., Faruque, M. A. A., Balachandar, R., 2009. Local scour caused by submerged square jets under ice cover. ASCE Journal of Hydraulic Engineering, 135, 4, 316–319. https://doi.org/10.1061/(ASCE)0733-9429(2009)135:4(316) Search in Google Scholar

Sui, J., Karney, B., Fang, D., 2005. Variation in water level under ice-jammed condition – Field investigation and experimental study. Hydrology Research, 36, 1, 65–84. https://doi.org/10.2166/nh.2005.0006 Search in Google Scholar

Sui, J., Karney, B., Sun, C., Wang, D., 2002. Field investigation of frazil jam evolution – a case study. ASCE Journal of Hydraulic Engineering, 128, 781–787. https://doi.org/10.1061/(ASCE)0733-9429(2002)128:8(781) Search in Google Scholar

Sui, J., Wang, J., Balachandar, R., Sun, Z., Wang, D., 2008. Accumulation of frazil ice along a river bend. Canadian Journal of Civil Engineering, 35, 2, 158–169. Search in Google Scholar

Sui, J., Wang, J., He, Y., Krol, F., 2010. Velocity profiles and incipient motion of frazil particles under ice cover. International Journal of Sediment Research, 25, 1, 39–51. https://doi.org/10.1016/S1001-6279(10)60026-1 Search in Google Scholar

Sui, J., Wang, D., Karney, B., 2000. Sediment concentration and deformation of riverbed in a frazil jammed river reach. Canadian Journal of Civil Engineering, 27, 6, 1120–1129. https://doi.org/10.1139/cjce-27-6-1120 Search in Google Scholar

Turcotte, B., Morse, B., Anctil, F., 2014. Cryologic continuum of a steep watershed. Hydrological Processes, 28, 3, 809–822. Search in Google Scholar

Wang, J., Sui, J., Guo, L., Karney, B., Juepner, R., 2010. Forecast of water level and ice jam thickness using the back propagation neural network and support vector machine methods. International Journal of Environmental Science & Technology, 7, 2, 215–224. Search in Google Scholar

Wang, T., Yang, K., Guo, Y., 2008. Application of artificial neural networks to forecasting ice conditions of the Yellow River in the Inner Mongolia Reach. Journal of Hydrologic Engineering, 13, 9, 811–816. Search in Google Scholar

Yang, W., Long, D., Scanlon, B.R., Burek, P., Zhang, C., Han, Z., Butler, J.J., Pan, Y., Lei, X., Wada, Y., 2022. Human intervention will stabilize groundwater storage across the North China Plain. Water Resources Research, 58, 2, e2021WR030884. Search in Google Scholar

Yao, H., Lang, G., Huang, W., 1959. Forecasting method of frost sealing in Yellow River (Inner Mongolia Section). Journal of China Hydrology, 05,13–21. Search in Google Scholar

Yearsley, J.R., 2009. A semi‐Lagrangian water temperature model for advection‐dominated river systems. Water Resources Research, 45, 12, 193–204. Search in Google Scholar

Yang, W., Wang, J., Sui, J., Zhang, F., Zhang, B., 2019. A modified Muskingum flow routing model for flood wave propagation during river ice thawing-breakup period. Water Resources Management, 33, 4865–4878. Search in Google Scholar

Zhong, Y., Huai, W., Chen, G., 2019. Analytical model for lateral depth-averaged velocity distributions in rectangular ice-covered channels. Journal of Hydraulic Engineering, 145, 1, 04018080. Search in Google Scholar

eISSN:
1338-4333
Sprache:
Englisch
Zeitrahmen der Veröffentlichung:
4 Hefte pro Jahr
Fachgebiete der Zeitschrift:
Technik, Einführungen und Gesamtdarstellungen, andere