Comparison of machine learning and process-based SWAT model in simulating streamflow in the Upper Indus Basin
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Comparison of machine learning and process-based SWAT model in simulating streamflow in the Upper Indus Basin
Authors
Keywords
-
Journal
Applied Water Science
Volume 12, Issue 8, Pages -
Publisher
Springer Science and Business Media LLC
Online
2022-06-14
DOI
10.1007/s13201-022-01692-6
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Application of SWAT in Hydrological Simulation of Complex Mountainous River Basin (Part I: Model Development)
- (2021) Suresh Marahatta et al. Water
- Climate vulnerability of irrigation systems in the Upper Indus Basin: insights from three Karakoram villages in northern Pakistan
- (2021) Muhammad Zafar Khan et al. Climate and Development
- Quantitative assessment of regional land use and climate change impact on runoff across Gilgit watershed
- (2021) Muhammad Shahid et al. Environmental Earth Sciences
- Artificial Neural Network (ANN) model development for predicting just suspension speed in solid-liquid mixing system
- (2020) Choe Earn Choong et al. FLOW MEASUREMENT AND INSTRUMENTATION
- Comparison of Long Short Term Memory Networks and the Hydrological Model in Runoff Simulation
- (2020) Hongxiang Fan et al. Water
- The effect of the snow weighting on the temporal stability of hydrologic model efficiency and parameters
- (2020) P. Sleziak et al. JOURNAL OF HYDROLOGY
- Spatiotemporal Variability in the Hydrometeorological Time-Series over Upper Indus River Basin of Pakistan
- (2020) Muhammad Yaseen et al. Advances in Meteorology
- Hydrological evaluation of merged satellite precipitation datasets for streamflow simulation using SWAT: A case study of Potohar Plateau, Pakistan
- (2020) Khalil Ur Rahman et al. JOURNAL OF HYDROLOGY
- Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling
- (2020) Babak Mohammadi et al. WATER RESOURCES MANAGEMENT
- Predicting of Runoff Using an Optimized SWAT-ANN: A Case Study
- (2020) Zhihua LV et al. Journal of Hydrology-Regional Studies
- Predicting hydrologic responses to climate changes in highly glacierized and mountainous region Upper Indus Basin
- (2020) Muhammad Izhar Shah et al. Royal Society Open Science
- Development of a novel Weighted Average Least Squares-based ensemble multi-satellite precipitation dataset and its comprehensive evaluation over Pakistan
- (2020) Khalil Ur Rahman et al. ATMOSPHERIC RESEARCH
- Comparison of the alternative models SOURCE and SWAT for predicting catchment streamflow, sediment and nutrient loads under the effect of land use changes
- (2019) Hong Hanh Nguyen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Calibration of SWAT and Two Data-Driven Models for a Data-Scarce Mountainous Headwater in Semi-Arid Konya Closed Basin
- (2019) Cihangir Koycegiz et al. Water
- Uncertainty in simulation of land-use change impacts on catchment runoff with multi-timescales based on the comparison of the HSPF and SWAT models
- (2019) Ying Chen et al. JOURNAL OF HYDROLOGY
- GlacierMIP – A model intercomparison of global-scale glacier mass-balance models and projections
- (2019) REGINE HOCK et al. JOURNAL OF GLACIOLOGY
- Development and assessment of rainwater harvesting suitability map using Analytical Hierarchy Process, GIS, and RS techniques
- (2019) Khaled S. Balkhair et al. Geocarto International
- An efficient representation of glacier dynamics in a semi-distributed hydrological model to bridge glacier and river catchment scales
- (2019) Michel Wortmann et al. JOURNAL OF HYDROLOGY
- A review of pesticide fate and transport simulation at watershed level using SWAT: Current status and research concerns
- (2019) Ruoyu Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evaluation of Soil and Water Assessment Tool and Artificial Neural Network models for hydrologic simulation in different climatic regions of Asia
- (2019) Pragya Pradhan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Performance Assessment of SM2RAIN-CCI and SM2RAIN-ASCAT Precipitation Products over Pakistan
- (2019) Rahman et al. Remote Sensing
- Evaluation and application of a SWAT model to assess the climate change impact on the hydrology of the Himalayan River Basin
- (2019) Binod Bhatta et al. CATENA
- Spatial analysis of temperature time series over the Upper Indus Basin (UIB) Pakistan
- (2019) Yasir Latif et al. THEORETICAL AND APPLIED CLIMATOLOGY
- A multi-objective approach to improve SWAT model calibration in alpine catchments
- (2018) Ye Tuo et al. JOURNAL OF HYDROLOGY
- A probabilistic appraisal of rainfall-runoff modeling approaches within SWAT in mixed land use watersheds
- (2018) Ali Tasdighi et al. JOURNAL OF HYDROLOGY
- Global-scale hydrological response to future glacier mass loss
- (2018) Matthias Huss et al. Nature Climate Change
- Coupling machine-learning techniques with SWAT model for instantaneous peak flow prediction
- (2018) Javier Senent-Aparicio et al. BIOSYSTEMS ENGINEERING
- Developing an Ensemble Precipitation Algorithm from Satellite Products and Its Topographical and Seasonal Evaluations Over Pakistan
- (2018) Khalil Rahman et al. Remote Sensing
- Correction and Informed Regionalization of Precipitation Data in a High Mountainous Region (Upper Indus Basin) and Its Effect on SWAT-Modelled Discharge
- (2018) Asim Khan et al. Water
- Hydrological evaluation of open-access precipitation and air temperature datasets using SWAT in a poorly gauged basin in Ethiopia
- (2018) Zheng Duan et al. JOURNAL OF HYDROLOGY
- Predicting the temporal variation of flow contributing areas using SWAT
- (2017) Golmar Golmohammadi et al. JOURNAL OF HYDROLOGY
- Hydrological Modeling of the Upper Indus Basin: A Case Study from a High-Altitude Glacierized Catchment Hunza
- (2017) Khan Garee et al. Water
- Assessing SWAT models based on single and multi-site calibration for the simulation of flow and nutrient loads in the semi-arid Onkaparinga catchment in South Australia
- (2016) Manoj Kumar Shrestha et al. AGRICULTURAL WATER MANAGEMENT
- Seasonal cycle of precipitation over major river basins in South and Southeast Asia: A review of the CMIP5 climate models data for present climate and future climate projections
- (2016) Shabeh ul Hasson et al. ATMOSPHERIC RESEARCH
- Identifying non-point source critical source areas based on multi-factors at a basin scale with SWAT
- (2016) Ruimin Liu et al. JOURNAL OF HYDROLOGY
- Using the Soil and Water Assessment Tool (SWAT) to model ecosystem services: A systematic review
- (2016) Wendy Francesconi et al. JOURNAL OF HYDROLOGY
- Regional scale hydrologic modeling of a karst-dominant geomorphology: The case study of the Island of Crete
- (2016) Anna Malagò et al. JOURNAL OF HYDROLOGY
- Evaluation of precipitation input for SWAT modeling in Alpine catchment: A case study in the Adige river basin (Italy)
- (2016) Ye Tuo et al. SCIENCE OF THE TOTAL ENVIRONMENT
- You are here: Home → Archive → 2015 → Irrigation in Upper Hunza: evolution of socio-hydrological interactions in the Karakoram, northern Pakistan Article details Irrigation in Upper Hunza: evolution of socio-hydrological interactions in the Karakoram, northern Pakistan
- (2015) Sitara Parveen et al. Erdkunde
- Rapid warming in the Tibetan Plateau from observations and CMIP5 models in recent decades
- (2015) Qinglong You et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Assessing the capability of the SWAT model to simulate snow, snow melt and streamflow dynamics over an alpine watershed
- (2015) Youen Grusson et al. JOURNAL OF HYDROLOGY
- A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model
- (2015) K.C. Abbaspour et al. JOURNAL OF HYDROLOGY
- Inroads of remote sensing into hydrologic science during the WRR era
- (2015) Dennis P. Lettenmaier et al. WATER RESOURCES RESEARCH
- Hydrologic and Water Quality Modeling: Spatial and Temporal Considerations
- (2015) Transactions of the ASABE
- Evaluating the SWAT's snow hydrology over a Northern Quebec watershed
- (2013) Magali Troin et al. HYDROLOGICAL PROCESSES
- A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region
- (2013) Zhibin He et al. JOURNAL OF HYDROLOGY
- Hydrological time series modeling: A comparison between adaptive neuro-fuzzy, neural network and autoregressive techniques
- (2012) A.K. Lohani et al. JOURNAL OF HYDROLOGY
- Inclusion of glacier processes for distributed hydrological modeling at basin scale with application to a watershed in Tianshan Mountains, northwest China
- (2012) Yi Luo et al. JOURNAL OF HYDROLOGY
- Streamflow Modeling in a Highly Managed Mountainous Glacier Watershed Using SWAT: The Upper Rhone River Watershed Case in Switzerland
- (2012) Kazi Rahman et al. WATER RESOURCES MANAGEMENT
- Do internal flow measurements improve the calibration of rainfall-runoff models?
- (2012) J. Lerat et al. WATER RESOURCES RESEARCH
- Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings
- (2012) Tandong Yao et al. Nature Climate Change
- Integration of remotely sensed C factor into SWAT for modelling sediment yield
- (2011) Xianfeng Song et al. HYDROLOGICAL PROCESSES
- Local calibration of remotely sensed rainfall from the TRMM satellite for different periods and spatial scales in the Indus Basin
- (2011) Muhammad Jehanzeb Masud Cheema et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Sensitivity and identifiability of stream flow generation parameters of the SWAT model
- (2010) R. Cibin et al. HYDROLOGICAL PROCESSES
- Climate Change Will Affect the Asian Water Towers
- (2010) W. W. Immerzeel et al. SCIENCE
- Comparison of Process-Based and Temperature-Index Snowmelt Modeling in SWAT
- (2009) Bekele Debele et al. WATER RESOURCES MANAGEMENT
- Application of a SWAT model for estimating runoff and sediment in two mountainous basins in central Iran
- (2008) ROKHSARE ROSTAMIAN et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Runoff Simulation of the Headwaters of the Yellow River Using The SWAT Model With Three Snowmelt Algorithms1
- (2008) Xuesong Zhang et al. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
- Large-scale monitoring of snow cover and runoff simulation in Himalayan river basins using remote sensing
- (2008) W.W. Immerzeel et al. REMOTE SENSING OF ENVIRONMENT
- Parameter uncertainty analysis of the non-point source pollution in the Daning River watershed of the Three Gorges Reservoir Region, China
- (2008) Zhenyao Shen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Calibration of a distributed hydrological model based on satellite evapotranspiration
- (2007) W.W. Immerzeel et al. JOURNAL OF HYDROLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started