A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A review of geostatistical simulation models applied to satellite remote sensing: Methods and applications
Authors
Keywords
Remote sensing, Multiple-point geostatistics, Two-point statistics, Geostatistical simulation models
Journal
REMOTE SENSING OF ENVIRONMENT
Volume 259, Issue -, Pages 112381
Publisher
Elsevier BV
Online
2021-04-01
DOI
10.1016/j.rse.2021.112381
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A hierarchical cosimulation algorithm integrated with an acceptance–rejection method for the geostatistical modeling of variables with inequality constraints
- (2020) Nasser Madani et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- The effect of the point spread function on downscaling continua
- (2020) Qunming Wang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Spatial interpolation using conditional generative adversarial neural networks
- (2019) Di Zhu et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Deep learning in remote sensing applications: A meta-analysis and review
- (2019) Lei Ma et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Downscaling Images with Trends Using Multiple-Point Statistics Simulation: An Application to Digital Elevation Models
- (2019) Luiz Gustavo Rasera et al. Mathematical Geosciences
- A Geostatistical Approach to Spatial Quality Assessment of Coarse Spatial Resolution Remote Sensing Products
- (2019) No-Wook Park et al. Journal of Sensors
- Principles and methods of scaling geospatial Earth science data
- (2019) Yong Ge et al. EARTH-SCIENCE REVIEWS
- Parallel computing solutions for Markov chain spatial sequential simulation of categorical fields
- (2018) Weixing Zhang et al. International Journal of Digital Earth
- Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network
- (2018) Eric Laloy et al. WATER RESOURCES RESEARCH
- Analogue-based colorization of remote sensing images using textural information
- (2018) Mathieu Gravey et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Geostatistics for Compositional Data: An Overview
- (2018) Raimon Tolosana-Delgado et al. Mathematical Geosciences
- Incorporating Spectral Similarity Into Markov Chain Geostatistical Cosimulation for Reducing Smoothing Effect in Land Cover Postclassification
- (2017) Weixing Zhang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A comparison of gap-filling approaches for Landsat-7 satellite data
- (2017) Gaohong Yin et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Which Path to Choose in Sequential Gaussian Simulation
- (2017) Raphaël Nussbaumer et al. Mathematical Geosciences
- Simulating Small-Scale Rainfall Fields Conditioned by Weather State and Elevation: A Data-Driven Approach Based on Rainfall Radar Images
- (2017) Fabio Oriani et al. WATER RESOURCES RESEARCH
- HYPPS: A hybrid geostatistical modeling algorithm for subsurface modeling
- (2017) Pejman Tahmasebi WATER RESOURCES RESEARCH
- Super-Resolution Reconstruction of Remote Sensing Images Using Multiple-Point Statistics and Isometric Mapping
- (2017) Ting Zhang et al. Remote Sensing
- GOSIM: A multi-scale iterative multiple-point statistics algorithm with global optimization
- (2016) Liang Yang et al. COMPUTERS & GEOSCIENCES
- An exploration of spatial human health risk assessment of soil toxic metals under different land uses using sequential indicator simulation
- (2016) Jin-hui Huang et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Missing data simulation inside flow rate time-series using multiple-point statistics
- (2016) Fabio Oriani et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Digital soil mapping: A brief history and some lessons
- (2016) Budiman Minasny et al. GEODERMA
- Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data
- (2016) Brendan P. Malone et al. GEODERMA
- A review of remote sensing image fusion methods
- (2016) Hassan Ghassemian Information Fusion
- A multiple-point spatially weighted k-NN classifier for remote sensing
- (2016) Yunwei Tang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Land cover post-classifications by Markov chain geostatistical cosimulation based on pre-classifications by different conventional classifiers
- (2016) Weixing Zhang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method
- (2016) Gaohong Yin et al. Remote Sensing
- Conditioning multiple-point statistics simulations to block data
- (2016) Julien Straubhaar et al. Spatial Statistics
- Constraining distance-based multipoint simulations to proportions and trends
- (2015) Gregoire Mariethoz et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Digital Elevation Data Fusion Using Multiple-Point Geostatistical Simulation
- (2015) Yunwei Tang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Downscaling remotely sensed imagery using area-to-point cokriging and multiple-point geostatistical simulation
- (2015) Yunwei Tang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A space and time scale-dependent nonlinear geostatistical approach for downscaling daily precipitation and temperature
- (2015) Sanjeev Kumar Jha et al. WATER RESOURCES RESEARCH
- Bayesian area-to-point kriging using expert knowledge as informative priors
- (2014) Phuong N. Truong et al. International Journal of Applied Earth Observation and Geoinformation
- Restoration of the missing pixel information caused by contrails in multispectral remotely sensed imagery
- (2014) Daxiang Zhang et al. Journal of Applied Remote Sensing
- Bayesian Markov Chain Random Field Cosimulation for Improving Land Cover Classification Accuracy
- (2014) Weidong Li et al. Mathematical Geosciences
- Incorporating DEM Uncertainty in Coastal Inundation Mapping
- (2014) Javier X. Leon et al. PLoS One
- Simulation of Earth textures by conditional image quilting
- (2014) K. Mahmud et al. WATER RESOURCES RESEARCH
- A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information
- (2014) Miao Li et al. European Journal of Remote Sensing
- Bathymetry fusion using multiple-point geostatistics: Novelty and challenges in representing non-stationary bedforms
- (2013) Sanjeev Kumar Jha et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Identifying LiDAR sample uncertainty on terrain features from DEM simulation
- (2013) Hone-Jay Chu et al. GEOMORPHOLOGY
- Can a Training Image Be a Substitute for a Random Field Model?
- (2013) Xavier Emery et al. Mathematical Geosciences
- Comparing Training-Image Based Algorithms Using an Analysis of Distance
- (2013) Xiaojin Tan et al. Mathematical Geosciences
- Multiple-point geostatistical simulation for post-processing a remotely sensed land cover classification
- (2013) Yunwei Tang et al. Spatial Statistics
- Multiple-point geostatistical modeling based on the cross-correlation functions
- (2012) Pejman Tahmasebi et al. COMPUTATIONAL GEOSCIENCES
- A practical guide to performing multiple-point statistical simulations with the Direct Sampling algorithm
- (2012) Eef Meerschman et al. COMPUTERS & GEOSCIENCES
- Sub-pixel land-cover mapping with improved fraction images upon multiple-point simulation
- (2012) Yong Ge International Journal of Applied Earth Observation and Geoinformation
- Remote-sensing image analysis and geostatistics
- (2012) Freek Van der Meer INTERNATIONAL JOURNAL OF REMOTE SENSING
- Human health risk from soil heavy metal contamination under different land uses near Dabaoshan Mine, Southern China
- (2012) Huarong Zhao et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatiotemporal reconstruction of gaps in multivariate fields using the direct sampling approach
- (2012) Gregoire Mariethoz et al. WATER RESOURCES RESEARCH
- Demonstration of a geostatistical approach to physically consistent downscaling of climate modeling simulations
- (2012) Sanjeev Kumar Jha et al. WATER RESOURCES RESEARCH
- Assessing the accuracy of sequential Gaussian simulation and cosimulation
- (2011) Xavier Emery et al. COMPUTATIONAL GEOSCIENCES
- A Markov Chain Geostatistical Framework for Land-Cover Classification With Uncertainty Assessment Based on Expert-Interpreted Pixels From Remotely Sensed Imagery
- (2011) Weidong Li et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Multiple-point simulation-based method for extraction of objects with spatial structure from remotely sensed imagery
- (2011) Yong Ge et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Improved method for discriminating agricultural crops using geostatistics and remote sensing
- (2011) Costanza Fiorentino Journal of Applied Remote Sensing
- Extrapolating the Fractal Characteristics of an Image Using Scale-Invariant Multiple-Point Statistics
- (2011) Grégoire Mariethoz et al. Mathematical Geosciences
- Facies Modeling Using a Markov Mesh Model Specification
- (2011) Marita Stien et al. Mathematical Geosciences
- An Improved Parallel Multiple-point Algorithm Using a List Approach
- (2011) Julien Straubhaar et al. Mathematical Geosciences
- The Direct Sampling method to perform multiple-point geostatistical simulations
- (2011) Gregoire Mariethoz et al. WATER RESOURCES RESEARCH
- Monitoring and identification of spatiotemporal landscape changes in multiple remote sensing images by using a stratified conditional Latin hypercube sampling approach and geostatistical simulation
- (2010) Yu-Pin Lin et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Support vector machines in remote sensing: A review
- (2010) Giorgos Mountrakis et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Comparison of Random Field Models Beyond Bivariate Distributions
- (2010) Xavier Emery et al. Mathematical Geosciences
- ALLUVSIM: A program for event-based stochastic modeling of fluvial depositional systems
- (2009) M.J. Pyrcz et al. COMPUTERS & GEOSCIENCES
- Conditioning Stochastic Rainfall Replicates on Remote Sensing Data
- (2009) Rafal Wojcik et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Fast FILTERSIM Simulation with Score-based Distance
- (2009) Jianbing Wu et al. Mathematical Geosciences
- Sub-pixel Mapping of Coarse Satellite Remote Sensing Images with Stochastic Simulations from Training Images
- (2009) Alexandre Boucher Mathematical Geosciences
- High-order Statistics of Spatial Random Fields: Exploring Spatial Cumulants for Modeling Complex Non-Gaussian and Non-linear Phenomena
- (2009) Roussos Dimitrakopoulos et al. Mathematical Geosciences
- Remote Sensing Data with the Conditional Latin Hypercube Sampling and Geostatistical Approach to Delineate Landscape Changes Induced by Large Chronological Physical Disturbances
- (2009) Yu-Pin Lin et al. SENSORS
- Detecting the Land-Cover Changes Induced by Large-Physical Disturbances Using Landscape Metrics, Spatial Sampling, Simulation and Spatial Analysis
- (2009) Hone-Jay Chu et al. SENSORS
- An adaptive inverse-distance weighting spatial interpolation technique
- (2008) George Y. Lu et al. COMPUTERS & GEOSCIENCES
- Conditional co-simulation of continuous and categorical variables for geostatistical applications
- (2008) Xavier Emery et al. COMPUTERS & GEOSCIENCES
- USING CIRCUIT THEORY TO MODEL CONNECTIVITY IN ECOLOGY, EVOLUTION, AND CONSERVATION
- (2008) Brad H. McRae et al. ECOLOGY
- New classification method for remotely sensed imagery via multiple-point simulation: experiment and assessment
- (2008) Yong Ge Journal of Applied Remote Sensing
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