A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain
出版年份 2021 全文链接
标题
A comparison of performance of SWAT and machine learning models for predicting sediment load in a forested Basin, Northern Spain
作者
关键词
SWAT, Machine learning, M5P, Random forest, Suspended sediment load, Oskotz
出版物
CATENA
Volume -, Issue -, Pages 105953
出版商
Elsevier BV
发表日期
2021-12-28
DOI
10.1016/j.catena.2021.105953
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Assessing climate change impacts on streamflow and sediment load in the upstream of the Mekong River basin
- (2021) Di Ma et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Recent advances in assessment of soil erosion vulnerability in a watershed
- (2021) Shachi Pandey et al. International Soil and Water Conservation Research
- Artificial intelligence for suspended sediment load prediction: a review
- (2021) Deepak Gupta et al. Environmental Earth Sciences
- Suspended sediment load prediction in consecutive stations of river based on ensemble pre-post-processing kernel based approaches
- (2021) Roghayeh Ghasempour et al. Water Science and Technology-Water Supply
- Soil erosion modelling: A global review and statistical analysis
- (2021) Pasquale Borrelli et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Adaptability of machine learning methods and hydrological models to discharge simulations in data-sparse glaciated watersheds
- (2021) Huiping Ji et al. Journal of Arid Land
- Prediction and analysis of net ecosystem carbon exchange based on gradient boosting regression and random forest
- (2020) Jianchao Cai et al. APPLIED ENERGY
- Bedload transport rate prediction: Application of novel hybrid data mining techniques
- (2020) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- The random forest algorithm for statistical learning
- (2020) Matthias Schonlau et al. Stata Journal
- On the complexities of sediment load modeling using integrative machine learning: Application of the great river of Loíza in Puerto Rico
- (2020) Mohammad Zounemat-Kermani et al. JOURNAL OF HYDROLOGY
- Distinct and combined impacts of climate and land use scenarios on water availability and sediment loads for a water supply reservoir in northern Morocco
- (2020) Fatiha Choukri et al. International Soil and Water Conservation Research
- Assessment of the effective width of riparian buffer strips to reduce suspended sediment in an agricultural landscape using ANFIS and SWAT models
- (2020) Zacharie Sirabahenda et al. CATENA
- The CHRS Data Portal, an easily accessible public repository for PERSIANN global satellite precipitation data
- (2019) Phu Nguyen et al. Scientific Data
- Assessing the Impact of Best Management Practices in a Highly Anthropogenic and Ungauged Watershed Using the SWAT Model: A Case Study in the El Beal Watershed (Southeast Spain)
- (2019) Adrián López-Ballesteros et al. Agronomy-Basel
- Random forest, support vector machine, and neural networks to modelling suspended sediment in Tigris River-Baghdad
- (2019) Mustafa Al-Mukhtar ENVIRONMENTAL MONITORING AND ASSESSMENT
- Predicting Streamflow and Nutrient Loadings in a Semi-Arid Mediterranean Watershed with Ephemeral Streams Using the SWAT Model
- (2019) Giuseppe Pulighe et al. Agronomy-Basel
- A Comparison of SWAT and ANN Models for Daily Runoff Simulation in Different Climatic Zones of Peninsular Spain
- (2018) Patricia Jimeno-Sáez et al. Water
- Coupling machine-learning techniques with SWAT model for instantaneous peak flow prediction
- (2018) Javier Senent-Aparicio et al. BIOSYSTEMS ENGINEERING
- A review of catchment-scale water quality and erosion models and a synthesis of future prospects
- (2018) Baihua Fu et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Afforestation, Subsequent Forest Fires and Provision of Hydrological Services: A Model-Based Analysis for a Mediterranean Mountainous Catchment
- (2017) João Pedro Nunes et al. LAND DEGRADATION & DEVELOPMENT
- Daily suspended sediment simulation using machine learning approach
- (2016) Dheeraj Kumar et al. CATENA
- A SWAT model validation of nested-scale contemporaneous stream flow, suspended sediment and nutrients from a multiple-land-use watershed of the central USA
- (2016) Sean J. Zeiger et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A Hybrid Double Feedforward Neural Network for Suspended Sediment Load Estimation
- (2016) Xiao Yun Chen et al. WATER RESOURCES MANAGEMENT
- Bayesian Regression and Neuro-Fuzzy Methods Reliability Assessment for Estimating Streamflow
- (2016) Yaseen Hamaamin et al. Water
- A comparison of various artificial intelligence approaches performance for estimating suspended sediment load of river systems: a case study in United States
- (2015) Ehsan Olyaie et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Application of the SWAT model to assess the impact of changes in agricultural management practices on water quality
- (2015) A. M. Epelde et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Evaluation of SWAT models performance to simulate streamflow spatial origin. The case of a small forested watershed
- (2015) Maite Meaurio et al. JOURNAL OF HYDROLOGY
- Hydrological Processes and Model Representation: Impact of Soft Data on Calibration
- (2015) Transactions of the ASABE
- Assessing the performance and uncertainty analysis of the SWAT and RBNN models for simulation of sediment yield in the Nagwa watershed, India
- (2014) Ajai Singh et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Applications of the SWAT Model Special Section: Overview and Insights
- (2014) Philip W. Gassman et al. JOURNAL OF ENVIRONMENTAL QUALITY
- Artificial Neural Network Models of Watershed Nutrient Loading
- (2012) Raymond J. Kim et al. WATER RESOURCES MANAGEMENT
- Comparison of soil and water assessment tool (SWAT) and multilayer perceptron (MLP) artificial neural network for predicting sediment yield in the Nagwa agricultural watershed in Jharkhand, India
- (2011) A. Singh et al. AGRICULTURAL WATER MANAGEMENT
- Sediment production and water quality of watersheds with contrasting land use in Navarre (Spain)
- (2010) J. Casalí et al. AGRICULTURAL WATER MANAGEMENT
- Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data
- (2009) M. Cobaner et al. JOURNAL OF HYDROLOGY
- Runoff, erosion, and water quality of agricultural watersheds in central Navarre (Spain)
- (2008) J. Casalí et al. AGRICULTURAL WATER MANAGEMENT
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started