Super-resolution mapping of wetland inundation from remote sensing imagery based on integration of back-propagation neural network and genetic algorithm

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Remote Sensing of Environment

• Publication date

  2015-07-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1016/J.RSE.2015.04.009
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Sub-pixel flood inundation mapping from multispectral remotely sensed images based on discrete particle swarm optimization

  2015cited by this paper
• Construction scheduling using Genetic Algorithm based on Building Information Model

  2014cited by this paper
• Multi-objective genetic algorithms for solving portfolio optimization problems in the electricity market

  2014cited by this paper
• Optimization of India’s electricity generation portfolio using intelligent Pareto-search genetic algorithm

  2014cited by this paper
• A spatial framework for regional-scale flooding risk assessment

  2014cited by this paper
• Integration of remotely sensed inundation extent and high-precision topographic data for mapping inundation depth

  2014cited by this paper
• Mapping spatio-temporal flood inundation dynamics at large river basin scale using time-series flow data and MODIS imagery

  2014cited by this paper
• Super-Resolution Mapping of Forests With Bitemporal Different Spatial Resolution Images Based on the Spatial-Temporal Markov Random Field

  2014cited by this paper
• DEM-based modification of pixel-swapping algorithm for enhancing floodplain inundation mapping

  2014cited by this paper
• Wetland inundation mapping and change monitoring using Landsat and airborne LiDAR data

  2014cited by this paper
• A spatial–temporal Hopfield neural network approach for super-resolution land cover mapping with multi-temporal different resolution remotely sensed images

  2014cited by this paper
• Estimate of flood inundation and retention on wetlands using remote sensing and GIS

  2014cited by this paper
• An Evaluation of MODIS Daily and 8-day Composite Products for Floodplain and Wetland Inundation Mapping

  2013cited by this paper
• Wetland inundation monitoring by the synergistic use of ENVISAT/ASAR imagery and ancilliary spatial data

  2013cited by this paper
• Forecasting Financial Failure of Firms via Genetic Algorithms

  2013cited by this paper
• [Hard and soft classification method of multi-spectral remote sensing image based on adaptive thresholds].

  2013cited by this paper
• Dynamic optimization of chemical engineering problems using a control vector parameterization method with an iterative genetic algorithm

  2013cited by this paper
• Using MODIS for mapping flood events for use in hydrological and hydrodynamic models: Experiences so far

  2013cited by this paper
• Uncertain spatial reasoning of environmental risks in GIS using genetic learning algorithms

  2012cited by this paper
• Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling

  2012cited by this paper
• Uncertainties in Remote Sensing Reflectance From MODIS-Terra

  2012cited by this paper
• Detecting floodplain inundation frequency using MODIS time-series imagery

  2012cited by this paper
• Super-resolution mapping using Hopfield Neural Network with panchromatic imagery

  2011cited by this paper
• Optimization of Transit Priority in the Transportation Network Using a Genetic Algorithm

  2011cited by this paper
• The use of a genetic algorithm for clustering the weighing station performance in transportation - A case study

  2011cited by this paper
• A Fuzzy-based Adaptive Genetic Algorithm and Its Case Study in Chemical Engineering

  2011cited by this paper
• Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images

  2011cited by this paper
• Monitoring the dynamics of wetland inundation by random sets on multi-temporal images

  2011cited by this paper
• Linking inundation timing and extent to ecological response models using the Murray-Darling Basin Floodplain Inundation Model (MDB-FIM)

  2010cited by this paper
• Detection of urban sprawl using a genetic algorithm-evolved artificial neural network classification in remote sensing: a case study in Jiading and Putuo districts of Shanghai, China

  2010cited by this paper
• Automatic cluster identification for environmental applications using the self-organizing maps and a new genetic algorithm

  2010cited by this paper
• Genetic algorithms for coordinated scheduling of production and air transportation

  2010cited by this paper
• Markov random field based super-resolution mapping for identification of urban trees in VHR images

  2010cited by this paper
• Reverse Engineering Financial Markets with Majority and Minority Games Using Genetic Algorithms

  2010cited by this paper
• Superresolution with compound Markov random fields via the variational EM algorithm

  2009cited by this paper
• Uncertainty analysis of object location in multi-source remote sensing imagery classification

  2009cited by this paper
• Modified genetic algorithm with sampling techniques for chemical engineering optimization

  2009cited by this paper
• A new sub-pixel mapping algorithm based on a BP neural network with an observation model

  2008influential reference
• Comparative assessment of the measures of thematic classification accuracy

  2007cited by this paper
• Adaptive Image Retrieval through the Use of a Genetic Algorithm

  2007cited by this paper
• A genetic algorithm (GA) based automated classifier for remote sensing imagery

  2007cited by this paper
• Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium

  2007cited by this paper
• A grey-encoded hybrid accelerating genetic algorithm for parameter optimisation of environmental models

  2006cited by this paper
• A sub‐pixel mapping algorithm based on sub‐pixel/pixel spatial attraction models

  2006cited by this paper
• What are wetlands

  2006cited by this paper
• Logistic Regression for Feature Selection and Soft Classification of Remote Sensing Data

  2006cited by this paper
• Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery

  2006influential reference
• Sub-pixel Target Mapping from Soft-classified, Remotely Sensed Imagery

  2005influential reference
• Decision tree regression for soft classification of remote sensing data

  2005cited by this paper
• Forecasting total and industrial sector electricity demand based on genetic algorithm approach: Turkey case study

  2005cited by this paper
• Sub-pixel mapping and sub-pixel sharpening using neural network predicted wavelet coefficients

  2004cited by this paper
• Status of land cover classification accuracy assessment

  2002influential reference
• Land cover mapping at sub-pixel scales using linear optimization techniques

  2002cited by this paper
• Sub-pixel land cover mapping for per-field classification

  2001cited by this paper
• Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery

  2001cited by this paper
• Multi-objective genetic algorithms

  1999cited by this paper
• A detailed comparison of backpropagation neural network and maximum-likelihood classifiers for urban land use classification

  1995cited by this paper
• Remote sensing of the environment

  1980cited by this paper

• 基于多尺度注意力网络的火星亚马逊平原尘卷风季节-空间分布及盛行风关联研究

  2026cites this paper
• Seasonal-spatial distribution and prevailing wind analysis of Martian dust devils in Amazonis Planitia using a multi-scale attention network

  2026cites this paper
• Accelerating metamaterial topology optimization using deep super-resolution networks

  2025cites this paper
• Integrating drone and deep learning technology to monitor floodplain changes in response to environmental flows

  2025cites this paper
• Highly Sensitive Microwave Permittivity Measurements of Coal–Water Mixtures Using a Trisymmetric Stepped-Impedance Resonator and Deep-Learning-Assisted Inversion

  2025cites this paper
• Estimating soil salinity in cotton fields using UAV multispectral remote sensing and SSA–SVM optimised machine learning model

  2025cites this paper
• Advancing Flood Detection and Mapping: A Review of Earth Observation Services, 3D Data Integration, and AI-Based Techniques

  2025cites this paper
• Temporal and Spatial Variability of Hydrogeomorphological Attributes in Coastal Wetlands—Lagoa do Peixe National Park, Brazil

  2025cites this paper
• Navigating beyond backpropagation: on alternative training methods for deep neural networks

  2025cites this paper
• A comprehensive review of remote sensing in wetland classification and mapping

  2025influential citation
• Interpretable physics‐informed graph neural networks for flood forecasting

  2025cites this paper
• Long term changes of the major coastal wetlands of India using global surface water datasets

  2025cites this paper
• Deep contrastive learning based hybrid network for Typhoon intensity classification

  2024cites this paper
• Development of Flood Inundation Mapping by Using Optimized Deep Learning Model

  2024cites this paper
• Early warning system modeling for rice supply using backpropagation artificial neural network to manage imported rice

  2024cites this paper
• An overview and trends of flood detection, hazard, vulnerability and risk assessment

  2024cites this paper
• Three Decades of Inundation Dynamics in an Australian Dryland Wetland: An Eco-Hydrological Perspective

  2024cites this paper
• Investigation of the effects of small fishing ports on the shoreline: a case study of Samsun, Turkey

  2024cites this paper
• Subpixel Mapping for Remote Sensing Imagery Based on Spatial Adaptive Attraction Model and Conditional Random Fields

  2023cites this paper
• Using Normalize Difference Vegetation Index to Infer Wetlands Salinity and Organic Contribution to Vertical Accretion Rates

  2023cites this paper
• Modeling Wetland Functions: Is Space-to-Time Substitution of the Perimeter–Area Relationship Appropriate?

  2023cites this paper
• Role of tie channel on wetland hydrological security and sustenance

  2023cites this paper
• A High Spatiotemporal Enhancement Method of Forest Vegetation Leaf Area Index Based on Landsat8 OLI and GF-1 WFV Data

  2023cites this paper
• Long-term ecological changes in China’s Ramsar sites

  2023cites this paper
• Mineral content estimation for salt lakes on the Tibetan plateau based on the genetic algorithm-based feature selection method using Sentinel-2 imagery: A case study of the Bieruoze Co and Guopu Co lakes

  2023cites this paper
• Aboveground biomass of salt-marsh vegetation in coastal wetlands: Sample expansion of in situ hyperspectral and Sentinel-2 data using a generative adversarial network

  2022cites this paper
• Mapping of water bodies from sentinel-2 images using deep learning-based feature fusion approach

  2022cites this paper
• Surface Water Mapping and Flood Monitoring in the Mekong Delta Using Sentinel-1 SAR Time Series and Otsu Threshold

  2022cites this paper
• Spatio-temporal subpixel mapping with cloudy images

  2022cites this paper
• Bayesian Subpixel Mapping of Hyperspectral Imagery via Discrete Endmember Variability Mixture Model and Markov Random Field

  2022cites this paper
• Water Body Super-Resolution Mapping Based on Multiple Endmember Spectral Mixture Analysis and Multiscale Spatio-Temporal Dependence

  2022cites this paper
• Generating continuous fine-scale land cover mapping by edge-guided maximum a posteriori based spatiotemporal subpixel mapping

  2022cites this paper
• Object-Based Multigrained Cascade Forest Method for Wetland Classification Using Sentinel-2 and Radarsat-2 Imagery

  2022cites this paper
• A Spatial Improved-kNN-Based Flood Inundation Risk Framework for Urban Tourism under Two Rainfall Scenarios

  2021cites this paper
• Deep Learning Methods for Flood Mapping: A Review of Existing Applications and Future Research Directions

  2021influential citation
• Happiness Index Determination by Analyzing Satellite Images for Urbanization

  2021cites this paper
• Monitoring high spatiotemporal water dynamics by fusing MODIS, Landsat, water occurrence data and DEM

  2021cites this paper
• Estimation of petroleum contents in bituminous soil using compact submersible radio frequency sensor based on artificial neural network

  2021cites this paper
• Deep learning-based framework for spatiotemporal data fusion: an instance of Landsat 8 and Sentinel 2 NDVI

  2021cites this paper
• Deep learning for typhoon intensity classification using satellite cloud images

  2021cites this paper
• Kernel low-rank representation with elastic net for China coastal wetland land cover classification using GF-5 hyperspectral imagery

  2021cites this paper
• Super Resolution Land Cover Mapping Using Deep Multi Scale Residual Dense Network

  2020cites this paper
• An Improved Mapping with Super-Resolved Multispectral Images for Geostationary Satellites

  2020cites this paper
• Surface water map of China for 2015 (SWMC-2015) derived from Landsat 8 satellite imagery

  2020cites this paper
• A novel spatial–spectral extraction method for subpixel surface water

  2020cites this paper
• Improving Dam Seepage Prediction Using Back-Propagation Neural Network and Genetic Algorithm

  2020cites this paper
• Plankton biodiversity in various typologies of inundation in Paminggir peatland, South Kalimantan, Indonesia on dry season

  2020cites this paper
• Accurate landslide detection leveraging UAV-based aerial remote sensing

  2020cites this paper
• Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms

  2020cites this paper
• Knowledge discovery from remote sensing images: A review

  2020cites this paper
• Research on BP network for retrieving extinction coefficient from Mie scattering signal of lidar

  2020cites this paper
• Achieving Higher Resolution Lake Area from Remote Sensing Images Through an Unsupervised Deep Learning Super-Resolution Method

  2020cites this paper
• Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization

  2020cites this paper
• Research on Strong Tracking UKF Algorithm of Integrated Navigation Based on BP Neural Network

  2020cites this paper
• Deep neural network for complex open-water wetland mapping using high-resolution WorldView-3 and airborne LiDAR data

  2020cites this paper
• Open-Surface Water Bodies Dynamics Analysis in the Tarim River Basin (North-Western China), Based on Google Earth Engine Cloud Platform

  2020cites this paper
• An efficient protocol for accurate and massive shoreline definition from mid-resolution satellite imagery

  2020cites this paper
• Deep learning for land cover classification and environmental analysis using high-resolution remote sensing data

  2020cites this paper
• Identification and mapping of soybean and maize crops based on Sentinel-2 data

  2020cites this paper
• Deep super-resolution neural network for structural topology optimization

  2020cites this paper
• A Novel Function Mining Algorithm Based on Attribute Reduction and Improved Gene Expression Programming

  2019cites this paper
• Landsat-Based Estimation of Seasonal Water Cover and Change in Arid and Semi-Arid Central Asia (2000-2015)

  2019cites this paper
• Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles

  2019cites this paper
• Contemporary Liquid Brine Exploration on Mars: From Spectral Unmixing to Subpixel Mapping

  2019cites this paper
• Remote Sensing of Wetland Flooding at a Sub-Pixel Scale Based on Random Forests and Spatial Attraction Models

  2019cites this paper
• A Novel Neural Network Classifier Using Beetle Antennae Search Algorithm for Pattern Classification

  2019cites this paper
• Unsupervised Sub-Pixel Water Body Mapping with Sentinel-3 OLCI Image

  2019cites this paper
• Improving Super-Resolution Flood Inundation Mapping for Multispectral Remote Sensing Image by Supplying More Spectral Information

  2019cites this paper
• A Dual Parameter Synchronous Monitoring System of Brain Edema Based on the Reflection and Transmission Characteristics of Two-Port Test Network

  2019cites this paper
• Principles and methods of scaling geospatial Earth science data

  2019cites this paper
• Comparing Thresholding with Machine Learning Classifiers for Mapping Complex Water

  2019cites this paper
• A comparative study on wavelets and residuals in deep super resolution

  2019cites this paper
• Mapping of the distribution of oil palm using Landsat 8 data by comparing machine learning and non-machine learning algorithms

  2019cites this paper
• Long-Term Changes of Open-Surface Water Bodies in the Yangtze River Basin Based on the Google Earth Engine Cloud Platform

  2019cites this paper
• Discussion of “Energy Dissipation Prediction for Stepped Spillway Based on Genetic Algorithm–Support Vector Regression” by Lei Jiang, Mingjun Diao, Hongcheng Xue, and Haomiao Sun

  2019cites this paper
• Reducing the impacts of intra-class spectral variability on the accuracy of soft classification and super-resolution mapping of shoreline

  2018cites this paper
• Effective water surface mapping in macrophyte-covered reservoirs in NE Brazil based on TerraSAR-X time series

  2018cites this paper
• Object-Based Superresolution Land-Cover Mapping From Remotely Sensed Imagery

  2018cites this paper
• Assessing the Accuracy of Automatically Extracted Shorelines on Microtidal Beaches from Landsat 7, Landsat 8 and Sentinel-2 Imagery

  2018cites this paper
• Super-Resolution Mapping of Impervious Surfaces from Remotely Sensed Imagery with Points-of-Interest

  2018cites this paper
• Retrieval of fractional snow covered area from MODIS data by multivariate adaptive regression splines

  2018cites this paper
• Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

  2018cites this paper
• Spectral matching based on discrete particle swarm optimization: A new method for terrestrial water body extraction using multi-temporal Landsat 8 images

  2018cites this paper
• Testing two methods for mapping water hyacinth (Eichhornia crassipes) in the Greater Letaba river system, South Africa: discrimination and mapping potential of the polar-orbiting Sentinel-2 MSI and Landsat 8 OLI sensors

  2018cites this paper
• Improved approach using symmetric microstrip sensor for accurate measurement of complex permittivity

  2018cites this paper
• Dual-Convolutional Enhanced Residual Network for Single Super-Resolution of Remote Sensing Images

  2018cites this paper
• Quantifying spatial-temporal changes of tea plantations in complex landscapes through integrative analyses of optical and microwave imagery

  2018cites this paper
• Subpixel Land Cover Mapping Using Multiscale Spatial Dependence

  2018cites this paper
• Extraction of Urban Water Bodies from High-Resolution Remote-Sensing Imagery Using Deep Learning

  2018cites this paper
• Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

  2018cites this paper
• Mapping the surface water storage variation in densely impounded semi-arid NE Brazil with satellite remote sensing approach

  2018cites this paper
• Feedforward neural network methodology to characterize thin films by Electrostatic Force Microscopy.

  2017cites this paper
• Rivers Hydromorphological Characterization from High Resolution Remotely Sensed Data

  2017cites this paper
• Classification of Urban Building Type from High Spatial Resolution Remote Sensing Imagery Using Extended MRS and Soft BP Network

  2017cites this paper
• Reconstruction of River Boundaries at Sub-Pixel Resolution: Estimation and Spatial Allocation of Water Fractions

  2017cites this paper
• A Review of Wetland Remote Sensing

  2017cites this paper
• Fuzzy Classification of High Resolution Remote Sensing Scenes Using Visual Attention Features

  2017cites this paper
• Improving Super-Resolution Mapping by Combining Multiple Realizations Obtained Using the Indicator-Geostatistics Based Method

  2017cites this paper
• The effect of the point spread function on sub-pixel mapping

  2017cites this paper
• Single-frame super-resolution in remote sensing: a practical overview

  2017cites this paper