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gis (7) 7
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1. Full Text Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS
by Mojaddadi, Hossein and Pradhan, Biswajeet and Nampak, Haleh and Ahmad, Noordin and Ghazali, Abdul Halim bin
Geomatics, natural hazards and risk, ISSN 1947-5705, 12/2017, Volume 8, Issue 2, pp. 1080 - 1102
GIS | inundation | Flood risk assessment | hazard | remote sensing | Malaysia | vulnerability | SVM | 2D HRS | Geosciences, Multidisciplinary | Water Resources | Physical Sciences | Geology | Meteorology & Atmospheric Sciences | Science & Technology | Remote sensors | Basis functions | Flood hazards | Flood control | Roughness | Two dimensional models | Floods | Remote sensing | Inundation | Sediment transport | Risks | Moisture content | Catchment area | Topography | Risk assessment | Flood risk | Flood mapping | Mathematical models | Flood management | Modelling | Conditioning | Depth perception | Parameters | Daily precipitation | Probability theory | Rainfall | Vulnerability | Hazards | Rivers | Surface runoff | Environmental risk | Land use | Radial basis function | Support vector machines | Soils | Learning algorithms | Hydrologic data | Flood probability | Runoff | Machine learning | Wetness index | Risk management | Curvature | gis | flood risk assessment | 2d hrs | svm | malaysia
Journal Article
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2. Full Text Application of GIS based data driven evidential belief function model to predict groundwater potential zonation
by Nampak, Haleh and Pradhan, Biswajeet and Manap, Mohammad Abd
Journal of hydrology (Amsterdam), ISSN 0022-1694, 05/2014, Volume 513, pp. 283 - 300
GIS | Malaysia | Logistic regression (LR) | Groundwater potential | Remote sensing | Evidential belief function (EBF) | Geosciences, Multidisciplinary | Engineering | Physical Sciences | Geology | Technology | Engineering, Civil | Water Resources | Science & Technology | Internal geophysics | Hydrology | Hydrogeology | Exact sciences and technology | Earth, ocean, space | Applied geophysics | Earth sciences | Hydrology. Hydrogeology | Water, Underground | Models | Geographic information systems | Productivity | Groundwater | Satellite navigation systems | Mathematical models | Conditioning | Wells | Density
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3. Full Text Assessment of land cover and land use change impact on soil loss in a tropical catchment by using multitemporal SPOT‐5 satellite images and Revised Universal Soil Loss Equation model
by Nampak, Haleh and Pradhan, Biswajeet and Mojaddadi Rizeei, Hossein and Park, Hyuck‐Jin
Land degradation & development, ISSN 1085-3278, 10/2018, Volume 29, Issue 10, pp. 3440 - 3455
GIS | remote sensing | soil loss estimation | Cameron Highlands | LCLUC | Soil Science | Environmental Sciences & Ecology | Agriculture | Life Sciences & Biomedicine | Science & Technology | Environmental Sciences | Soil erosion | Valuation | Analysis | Real property | Planning | Land use | Remote sensing | Environmental protection | Agricultural development | Ecosystems | Soil loss | Markov chains | Environmental changes | Land cover | Soil conservation | Land management | Land clearance | Geographic information systems | Deforestation | Landslides | Empirical equations | Rainfall | Data processing | Hazards | Cellular automata | Agricultural practices | Environmental impact | Water erosion | Erosion rates | Satellite imagery | Mitigation | Spatial distribution | Environmental degradation | Predictions | Urbanization | Land clearing | Environmental monitoring | Image classification
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4. Full Text Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS
by Tien Bui, Dieu and Pradhan, Biswajeet and Nampak, Haleh and Bui, Quang-Thanh and Tran, Quynh-An and Nguyen, Quoc-Phi
Journal of hydrology (Amsterdam), ISSN 0022-1694, 09/2016, Volume 540, pp. 317 - 330
GIS | Genetic evolutionary | Vietnam | Neural fuzzy | Particle Swarm Optimization | Flood susceptibility mapping | Geosciences, Multidisciplinary | Engineering | Physical Sciences | Geology | Technology | Engineering, Civil | Water Resources | Science & Technology | Models | Tropical cyclones | Floods | Artificial intelligence | Analysis | Geographic information systems | Case studies | Computer science | Storms | Disease susceptibility | Mathematical optimization | Fuzzy logic | Databases | Neural networks | Heuristic methods | Inference | Mathematical models
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5. Full Text A hybrid artificial intelligence approach using GIS-based neural-fuzzy inference system and particle swarm optimization for forest fire susceptibility modeling at a tropical area
by Tien Bui, Dieu and Bui, Quang-Thanh and Nguyen, Quoc-Phi and Pradhan, Biswajeet and Nampak, Haleh and Trinh, Phan Trong
Agricultural and forest meteorology, ISSN 0168-1923, 02/2017, Volume 233, pp. 32 - 44
GIS | Vietnam | Neural-fuzzy | Forest fire | Lam Dong | Particle swarm optimization | Physical Sciences | Life Sciences & Biomedicine | Meteorology & Atmospheric Sciences | Agronomy | Forestry | Agriculture | Science & Technology | Computer science | Information science | Analysis | Models | Mining geology | Artificial intelligence | Mathematical optimization | Geographic information systems | Case studies | Machine learning | Forest fires
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6. Full Text Application of probabilistic-based frequency ratio model in groundwater potential mapping using remote sensing data and GIS
by Manap, Mohamad Abd and Manap, Mohamad Abd and Nampak, Haleh and Nampak, Haleh and Pradhan, Biswajeet and Pradhan, Biswajeet and Lee, Saro and Lee, Saro and Sulaiman, Wan Nor Azmin and Sulaiman, Wan Nor Azmin and Ramli, Mohammad Firuz and Ramli, Mohammad Firuz
Arabian journal of geosciences, ISSN 1866-7511, 2/2014, Volume 7, Issue 2, pp. 711 - 724
GIS | Earth Sciences | Groundwater potential | Earth Sciences, general | Yield | Malaysia | Frequency ratio | Remote sensing | Geographic information systems | Geosciences, Multidisciplinary | Physical Sciences | Geology | Science & Technology | Water, Underground | Usage | Models | Mines and mineral resources
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7. Application of fuzzy operators to groundwater potential mapping using remote sensing data and gis
by Pradhan, Biswajeet and Nampak, Haleh
34th Asian Conference on Remote Sensing 2013, ACRS 2013, 2013, Volume 4, pp. 3213 - 3221
Fuzzy logic | GIS | Groundwater productivity | Langat basin | Malaysia | Remote sensing
Conference Proceeding
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8. Full Text Integration of LiDAR and QuickBird Data for Automatic Landslide Detection Using Object-Based Analysis and Random Forests
by Pradhan, Biswajeet and Seeni, Maher Ibrahim and Nampak, Haleh
05/2017, ISBN 3319553410
Landslide Inventory | Taguchi Method | LiDAR Data | QuickBird Imagery | Segmentation Parameter
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