Research graph
References from Data driven-based machine learning modelling and empirical correlations for predicting snow-covered area in the Swat Region, Pakistan. Local targets link to admitted publications; unresolved targets remain external evidence.
Assessing farmer use of climate change adaptation practices and impacts on food security and poverty in Pakistan
10.1016/j.crm.2016.12.001 · 2017 · External reference
Climate change and associated spatial heterogeneity of Pakistan: Empirical evidence using multidisciplinary approach
10.1016/j.scitotenv.2018.03.170 · 2018 · External reference
10.2118/27561-ms
10.2118/27561-ms · External reference
Pakistan’s Water Apportionment Accord of 1991: 25 Years and Beyond
10.1061/(asce)wr.1943-5452.0000831 · 2018 · External reference
Investigating snow cover and hydrometeorological trends in contrasting hydrological regimes of the Upper Indus Basin
10.3390/atmos9050162 · 2018 · External reference
Analysis of Spatiotemporal Variation in the Snow Cover in Western Hindukush-Himalaya Region
2021 · External reference
Hourly wind speed forecasting based on support vector machine and artificial neural networks
10.11591/ijai.v8.i3.pp286-291 · 2019 · External reference
Unresolved reference
External reference
Functional Networks
10.1023/a:1009656525752 · 1998 · External reference
Functional Networks: A new network-based methodology
10.1111/0885-9507.00175 · 2000 · External reference
Some applications of functional networks in statistics and engineering
10.1198/00401700152404282 · 2001 · External reference
Application of a PSO-based neural network in analysis of outcomes of construction claims
10.1016/j.autcon.2006.11.008 · 2007 · External reference
Effects of large-scale climate signals on snow cover in Khersan watershed, Iran
10.1016/b978-0-12-815998-9.00001-4 · 2019 · External reference
Spatiotemporal snow cover characterization and its linkage with climate change over the Chenab river basin, western Himalayas
10.1080/15481603.2020.1821150 · 2020 · External reference
Future changes over the Himalayas: maximum and minimum temperature
10.1016/j.gloplacha.2018.01.015 · 2018 · External reference
Levenberg-Marquardt Neural Network Algorithm for Degree of Arteriovenous Fistula Stenosis Classification Using a Dual Optical Photoplethysmography Sensor
10.3390/s18072322 · 2018 · External reference
Climate and topographic controls on snow cover dynamics in the Hindu Kush Himalaya
10.1002/joc.4961 · 2017 · External reference
Regional climate modelling over complex terrain: an evaluation study of COSMO-CLM hindcast model runs for the Greater Alpine Region
10.1007/s00382-012-1452-7 · 2013 · External reference
Multilayer feedforward networks are universal approximators
10.1016/0893-6080(89)90020-8 · 1989 · External reference
Impact of Climate Change on Crops ’ Productivity across Selected Agro-ecological Zones in Pakistan
2017 · External reference
A comprehensive review of climate change impacts, adaptation, and mitigation on environmental and natural calamities in Pakistan
10.1007/s10661-019-7956-4 · 2020 · External reference
Application of the adaptive neuro-fuzzy inference system for prediction of a rock engineering classification system
10.1016/j.compgeo.2011.04.005 · 2011 · External reference
10.2118/197951-ms
10.2118/197951-ms · External reference
Effects of terrain attributes on snow-cover dynamics in parts of Chenab basin, western Himalayas
2016 · External reference
Unresolved reference
2013 · External reference
Cryospheric change in China
10.1016/j.gloplacha.2008.02.001 · 2008 · External reference
Unresolved reference
External reference
Avalanche character and fatalities in the high mountains of Asia
10.3189/2016aog71a075 · 2016 · External reference
Climatic uncertainty in Himalayan water towers
10.1002/2014jd022650 · 2015 · External reference
Topographic and climatic influence on seasonal snow cover: Implications for the hydrology of ungauged Himalayan basins, India
10.1016/j.jhydrol.2020.124716 · 2020 · External reference
A comparative assessment of artificial neural network, generalized regression neural network, least-square support vector regression, and K-nearest neighbor regression for monthly streamflow forecasting in linear and nonlinear conditions
10.1007/s11269-017-1807-2 · 2018 · External reference
Design and development of an artificial neural network for estimation of formation permeability
1995 · External reference
Optimally pruned extreme learning machine with ensemble of regularization techniques and negative correlation penalty applied to automotive engine coldstart hydrocarbon emission identification
10.1016/j.neucom.2013.10.030 · 2014 · External reference
Winter climate and snow cover variability over north-west Himalaya
2018 · External reference
A hybrid of deep learning and hand-crafted features based approach for snow cover mapping
10.1080/01431161.2018.1519277 · 2019 · External reference
Application of supervised machine learning paradigms in the prediction of petroleum reservoir properties: Comparative analysis of ANN and SVM models
10.1016/j.petrol.2020.108182 · 2021 · External reference
Changing temperature and precipitation extremes in the Hindu Kush-Himalayan region: An analysis of CMIP3 and CMIP5 simulations and projections
10.1002/joc.4192 · 2015 · External reference
Performance assessment of artificial neural networks and support vector regression models for stream flow predictions
2018 · External reference
Estimation of reservoir properties from seismic data by smooth neural networks
10.1190/1.1635051 · 2003 · External reference
Snow cover area analysis and its relation with climate variability in Chandra basin, Western Himalaya, during 2001--2017 using MODIS and ERA5 data.
10.1007/s10661-020-08442-8 · 2020 · External reference
Artificial Neural Networks in the domain of reservoir characterization: A review from shallow to deep models
10.1016/j.cageo.2019.104357 · 2020 · External reference
Flash flood forecasting using different artificial intelligence method
10.14445/22315381/ijett-v59p225 · 2018 · External reference
Use of artificial intelligence to improve resilience and preparedness against adverse flood events
10.3390/w11050973 · 2019 · External reference
Snow cover variability in North-West Himalaya during last decade
10.1007/s12517-018-3926-3 · 2018 · External reference
Analysis of snow cover and climatic variability in Bhaga basin located in western Himalaya
10.1080/10106049.2015.1120350 · 2016 · External reference
Monitoring and mapping of snow cover variability using topographically derived NDSI model over north Indian Himalayas during the period 2008--19.
2020 · External reference
Comparative assessment of spatiotemporal snow cover changes and hydrological behavior of the Gilgit, Astore and Hunza River basins (Hindukush--Karakoram--Himalaya region, Pakistan)
10.1007/s00703-016-0440-6 · 2016 · External reference
A rigorous data-driven approach to predict poisson’s ratio of carbonate rocks using a functional network
2018 · External reference
Trend analysis of climatic variables and their relation to snow cover and water availability in the Central Himalayas: a case study of Langtang Basin, Nepal
2020 · External reference
Understanding climate change vulnerability, adaptation and risk perceptions at household level in Khyber Pakhtunkhwa, Pakistan
10.1108/ijccsm-02-2017-0038 · 2018 · External reference
Estimation of Snowmelt Contribution for Kalam Catchment. J
2015 · External reference
Unresolved reference
2019 · External reference
10.1007/978-3-319-92288-1
10.1007/978-3-319-92288-1 · External reference
Spatiotemporal changes in snow cover over China during 1960 – 2013
10.1016/j.atmosres.2018.11.018 · 2019 · External reference
An overview of studies of observed climate change in the Hindu Kush Himalayan (HKH) region
10.1016/j.accre.2017.04.001 · 2017 · External reference
