Cargando…

A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff

Watershed climatic diversity poses a hard problem when it comes to finding suitable models to estimate inter-annual rainfall runoff (IARR). In this work, a hybrid model (dubbed MR-CART) is proposed, based on a combination of MR (multiple regression) and CART (classification and regression tree) mach...

Descripción completa

Detalles Bibliográficos
Autores principales:	Aieb, Amir, Liotta, Antonio, Kadri, Ismahen, Madani, Khodir
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9101423/ https://www.ncbi.nlm.nih.gov/pubmed/35590930 http://dx.doi.org/10.3390/s22093241

Ejemplares similares

A Novel Interannual Rainfall Runoff Equation Derived from Ol’Dekop’s Model Using Artificial Neural Networks
por: Mimeche, Omar, et al.
Publicado: (2022)

A new approach for processing climate missing databases applied to daily rainfall data in Soummam watershed, Algeria
por: Aieb, Amir, et al.
Publicado: (2019)

Rainfall Runoff and the Runs
por: Chepesiuk, R
Publicado: (2001)

Seasonal Rainfall and Runoff Promote Coral Disease on an Inshore Reef
por: Haapkylä, Jessica, et al.
Publicado: (2011)

A Protocol for Conducting Rainfall Simulation to Study Soil Runoff
por: Kibet, Leonard C., et al.
Publicado: (2014)

Correction: Seasonal Rainfall and Runoff Promote Coral Disease on an Inshore Reef
por: Haapkylä, Jessica, et al.
Publicado: (2011)

Rainfall Runoff and Flood Simulations for Hurricane Impacts on Woonasquatucket River, USA
por: Huang, Wenrui, et al.
Publicado: (2020)

IHACRES, GR4J and MISD-based multi conceptual-machine learning approach for rainfall-runoff modeling
por: Mohammadi, Babak, et al.
Publicado: (2022)

Runoff and erosion generation by simulated rainfall in a Mediterranean forest with forest management
por: Úbeda, Xavier, et al.
Publicado: (2019)

Controlled Irrigation and Drainage Reduce Rainfall Runoff and Nitrogen Loss in Paddy Fields
por: Yu, Yanmei, et al.
Publicado: (2021)

Skilful prediction of Sahel summer rainfall on inter-annual and multi-year timescales
por: Sheen, K. L., et al.
Publicado: (2017)

Statistical Determination of Rainfall-Runoff Erosivity Indices for Single Storms in the Chinese Loess Plateau
por: Zheng, Mingguo, et al.
Publicado: (2015)

Runoff events and related rainfall variability in the Southern Carpathians during the last 2000 years
por: Longman, Jack, et al.
Publicado: (2019)

Comparison of gridded precipitation datasets for rainfall-runoff and inundation modeling in the Mekong River Basin
por: Try, Sophal, et al.
Publicado: (2020)

Rainfall–Runoff Simulations to Assess the Potential of SuDS for Mitigating Flooding in Highly Urbanized Catchments
por: Jato-Espino, Daniel, et al.
Publicado: (2016)

Responses of Runoff and Soil Loss on Slopes to Land Use Management and Rainfall Characteristics in Northern China
por: Fang, Haiyan
Publicado: (2021)

Quantifying uncertainty in annual runoff due to missing data
por: See, Craig R., et al.
Publicado: (2020)

Stormwater Runoff Pollutant Loading Distributions and Their Correlation with Rainfall and Catchment Characteristics in a Rapidly Industrialized City
por: Li, Dongya, et al.
Publicado: (2015)

Evaluating the Capability of Grass Swale for the Rainfall Runoff Reduction from an Urban Parking Lot, Seoul, Korea
por: Shafique, Muhammad, et al.
Publicado: (2018)

A Study of Rainfall-Runoff Movement Process on High and Steep Slopes Affected by Double Turbulence Sources
por: Li, Xinghua, et al.
Publicado: (2020)

Rainfall-runoff modelling based on global climate model and tropical rainfall measuring mission (GCM -TRMM): A case study in Hulu Terengganu catchment, Malaysia
por: Che Wan Zanial, Wan Norsyuhada, et al.
Publicado: (2023)

Annual Monthly Rainfall in Berhampore, &c.
por: Fleming, A.
Publicado: (1868)

Effects of rainfall intensity on runoff and nutrient loss of gently sloping farmland in a karst area of SW China
por: Yao, Yiwen, et al.
Publicado: (2021)

Runoff and soil loss in biocrusts and physical crusts from the Tabernas Desert (southeast Spain) according to rainfall intensity
por: Lázaro, Roberto, et al.
Publicado: (2023)

Development of an autonomous flow-proportional water sampler for the estimation of pollutant loads in urban runoff
por: Budai, Péter, et al.
Publicado: (2020)

Attenuation and soil biodegradation of fungicides by using vegetated buffer strips in vineyards during a simulated rainfall–runoff event
por: Ortega, Paula, et al.
Publicado: (2023)

Responses of Runoff and Soil Loss to Rainfall Regimes and Soil Conservation Measures on Cultivated Slopes in a Hilly Region of Northern China
por: Fang, Haiyan
Publicado: (2021)

Glyphosate in Runoff Waters and in the Root-Zone: A Review
por: Saunders, Lyndsay E., et al.
Publicado: (2015)

Using machine learning methods for supporting GR2M model in runoff estimation in an ungauged basin
por: Ditthakit, Pakorn, et al.
Publicado: (2021)

Is reactivation of toxoplasmic retinochoroiditis associated to increased annual rainfall?
por: Rudzinski, Marcelo, et al.
Publicado: (2013)

Statistical modeling of annual highest monthly rainfall in Zimbabwe
por: Musara, Keith, et al.
Publicado: (2022)

Effect of Ridge Height, Row Grade, and Field Slope on Nutrient Losses in Runoff in Contour Ridge Systems under Seepage with Rainfall Condition
por: An, Juan, et al.
Publicado: (2021)

Surface runoff and soil erosion from Nitisols and Ferralsols as influenced by different soil organic carbon levels under simulated rainfall conditions
por: Rugendo, Mercy K., et al.
Publicado: (2023)

Influence of antecedent soil moisture content and land use on the surface runoff response to heavy rainfall simulation experiments investigated in Alpine catchments
por: Meißl, Gertraud, et al.
Publicado: (2023)

The effects of multilayer blue-green roof on the runoff water quality
por: Cristiano, Elena, et al.
Publicado: (2023)

Spatiotemporal characterization of the annual rainfall variability in the Isser Watershed (Algeria)
por: Benali Khodja, Malia, et al.
Publicado: (2022)

Water supply and water runoff quality in the sub deciduous forest of the Coast of Oaxaca, Mexico
por: Blancas-Díaz, Estrella E., et al.
Publicado: (2021)

Comparison of Contaminant Transport in Agricultural Drainage Water and Urban Stormwater Runoff
por: Ghane, Ehsan, et al.
Publicado: (2016)

Storage and initial processing of water samples for organic carbon analysis in runoff
por: Nachimuthu, Gunasekhar, et al.
Publicado: (2020)

Statistical analysis of annual maximum daily rainfall for Nelspruit and its environs
por: Masereka, Eric M., et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_o1rquu5jt7j2r30b6ufirs8dtn