Standout Papers
Citation Impact
Citing Papers
A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
2017 Standout
Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery
2013
Geographic Object-Based Image Analysis – Towards a new paradigm
2013 Standout
Historical background and current developments for mapping burned area from satellite Earth observation
2019 Standout
Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
2019 Standout
Anomalous collapses of Nares Strait ice arches leads to enhanced export of Arctic sea ice
2021 Standout
Global land cover mapping at 30 m resolution: A POK-based operational approach
2014 Standout
NDVI indicated long-term interannual changes in vegetation activities and their responses to climatic and anthropogenic factors in the Three Gorges Reservoir Region, China
2016 Standout
A systematic study of the class imbalance problem in convolutional neural networks
2018 Standout
Trends in extreme learning machines: A review
2014 Standout
Changing land use and its impact on the habitat suitability for wintering Anseriformes in China's Poyang Lake region
2016
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
A patch-based convolutional neural network for remote sensing image classification
2017
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model
2021 Standout
A review of statistically-based landslide susceptibility models
2018 Standout
Impact of training and validation sample selection on classification accuracy and accuracy assessment when using reference polygons in object-based classification
2013
Electro-responsive transdermal drug delivery behavior of PVA/PAA/MWCNT nanofibers
2011
Mapping Urban Transitions Using Multi-Temporal Landsat and DMSP-OLS Night-Time Lights Imagery of the Red River Delta in Vietnam
2014
Advances in using multitemporal night-time lights satellite imagery to detect, estimate, and monitor socioeconomic dynamics
2017 Standout
Large-scale storage of hydrogen
2019 Standout
The use of single-date MODIS imagery for estimating large-scale urban impervious surface fraction with spectral mixture analysis and machine learning techniques
2013
Hyperspectral Remote Sensing Classifications: A Perspective Survey
2015
Hydrogen production, storage, transportation and key challenges with applications: A review
2018 Standout
Effect of oxyfluorination on electromagnetic interference shielding behavior of MWCNT/PVA/PAAc composite microcapsules
2010
Integration of orthoimagery and lidar data for object-based urban thematic mapping using random forests
2013
A comparative analysis of biomass torrefaction severity index prediction from machine learning
2022 Standout
Object-Based Image Analysis: A Review of Developments and Future Directions of Automated Feature Detection in Landscape Archaeology
2018
Electrospinning and Electrospun Nanofibers: Methods, Materials, and Applications
2019 Standout
High-resolution urban land-cover classification using a competitive multi-scale object-based approach
2012
Comparison of automatic thresholding methods for snow-cover mapping using Landsat TM imagery
2013
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery
2014
Combining QuickBird, LiDAR, and GIS topography indices to identify a single native tree species in a complex landscape using an object-based classification approach
2016
Web-Net: A Novel Nest Networks with Ultra-Hierarchical Sampling for Building Extraction from Aerial Imageries
2019
A hybrid pansharpening approach and multiscale object-based image analysis for mapping diseased pine and oak trees
2013
Solid Biomass from Forest Trees to Energy: A Review
2019
Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers
2013
What makes segmentation good? A case study in boreal forest habitat mapping
2013
A survey of methods incorporating spatial information in image classification and spectral unmixing
2016
Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery
2017
Effect of oxyfluorination on electromagnetic interference shielding of polyaniline-coated multi-walled carbon nanotubes
2011
Change detection from remotely sensed images: From pixel-based to object-based approaches
2013
Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms
2013
OBJECT-BASED CHANGE DETECTION USING GEOREFERENCED UAV IMAGES
2012
An Object-Based Approach for Urban Land Cover Classification: Integrating LiDAR Height and Intensity Data
2013
A comparison of selected classification algorithms for mapping bamboo patches in lower Gangetic plains using very high resolution WorldView 2 imagery
2013
An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA
2012
Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping
2013
Nominal 30-m Cropland Extent Map of Continental Africa by Integrating Pixel-Based and Object-Based Algorithms Using Sentinel-2 and Landsat-8 Data on Google Earth Engine
2017
A Review of LIDAR Radiometric Processing: From Ad Hoc Intensity Correction to Rigorous Radiometric Calibration
2015
Good practices for estimating area and assessing accuracy of land change
2014 Standout
Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China
2014
Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping
2013
Interpreting the change detection error matrix
2006
Improving the accuracy of rainfall rates from optical satellite sensors with machine learning — A random forests-based approach applied to MSG SEVIRI
2013
Advanced Thermoelectric Design: From Materials and Structures to Devices
2020 Standout
Integration of intensity textures and local geometry descriptors from Terrestrial Laser Scanning to map chert in outcrops
2014
Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China
2013
A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems
2014
A review of drought indices
2011 Standout
Object based image analysis for remote sensing
2009 Standout
Determination and prediction on “three zones” of coal spontaneous combustion in a gob of fully mechanized caving face
2017 Standout
An Evaluation of Different Training Sample Allocation Schemes for Discrete and Continuous Land Cover Classification Using Decision Tree-Based Algorithms
2015
VHR Object Detection Based on Structural Feature Extraction and Query Expansion
2014
Assessing impact of climate change on Mundra mangrove forest ecosystem, Gulf of Kutch, western coast of India: a synergistic evaluation using remote sensing
2014
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
Synthesis and application of epoxy resins: A review
2015 Standout
Bi-Temporal Texton Forest for Land Cover Transition Detection on Remotely Sensed Imagery
2013
Reconstruction of contested landscape: Detecting land cover transformation hosting cultural heritage sites from Central India using remote sensing
2013
Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges
2019
Urban land cover classification using airborne LiDAR data: A review
2014
Hydrogen as an energy vector
2019 Standout
Building Detection With Decision Fusion
2013
Monitoring urban changes based on scale-space filtering and object-oriented classification
2011
Enhanced adhesion and dispersion of carbon nanotube in PANI/PEO electrospun fibers for shielding effectiveness of electromagnetic interference
2010
A survey on object detection in optical remote sensing images
2016 Standout
A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales
2013
Battery Lifetime Prognostics
2020 Standout
Mapping land cover and land use from object-based classification: an example from a complex agricultural landscape
2015
Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
2019 Standout
Water Quality Determination of Küçükçekmece Lake, Turkey by Using Multispectral Satellite Data
2009
Identifying potential areas of Cannabis sativa plantations using object-based image analysis of SPOT-5 satellite data
2013
Machine Learning in Agriculture: A Review
2018 Standout
Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery
2011
Review of Earth science research using terrestrial laser scanning
2017 Standout
A Comprehensive Review on Water Quality Parameters Estimation Using Remote Sensing Techniques
2016 Standout
Combining Hyperspectral and Lidar Data for Vegetation Mapping in the Florida Everglades
2014
A generic discriminative part-based model for geospatial object detection in optical remote sensing images
2014
A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery
2013
Multi-temporal analysis of high spatial resolution imagery for disturbance monitoring
2008
Estimating Arctic sea ice thickness and volume using CryoSat-2 radar altimeter data
2017
Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge
2015
Kernel-based extreme learning machine for remote-sensing image classification
2013
Comparison of pixel- and object-based classification in land cover change mapping
2011
Monitoring Urban Tree Cover Using Object-Based Image Analysis and Public Domain Remotely Sensed Data
2011
A review of remote sensing for mangrove forests: 1956–2018
2019 Standout
Object‐based image analysis: a review of developments and future directions of automated feature detection in landscape archaeology
2018
Remote sensing of drought: Progress, challenges and opportunities
2015
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Forecasting yield by integrating agrarian factors and machine learning models: A survey
2018
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 Standout
A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects
2017 Standout
Carbon materials for structural self-sensing, electromagnetic shielding and thermal interfacing
2012 Standout
A Combination of Geographically Weighted Regression, Particle Swarm Optimization and Support Vector Machine for Landslide Susceptibility Mapping: A Case Study at Wanzhou in the Three Gorges Area, China
2016
Contextual classification of lidar data and building object detection in urban areas
2013
An assessment of the effectiveness of a random forest classifier for land-cover classification
2011 Standout
Object-based change detection
2012
Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation
2012 Standout
Impact of urban sprawl to cultural heritage monuments: The case study of Paphos area in Cyprus
2015
Unmanned aerial systems for photogrammetry and remote sensing: A review
2014 Standout
Assessment of multi-temporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches
2014
Data mining-aided materials discovery and optimization
2017
Hydrogen storage and delivery: Review of the state of the art technologies and risk and reliability analysis
2019 Standout
Hydrogen energy, economy and storage: Review and recommendation
2019 Standout
Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
2019
Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data
2018
Monitoring mangrove biomass change in Vietnam using SPOT images and an object-based approach combined with machine learning algorithms
2017 Standout
An automated approach for updating land cover maps based on integrated change detection and classification methods
2012
High-resolution tree canopy mapping for New York City using LIDAR and object-based image analysis
2012
Effects of oxyfluorination on a multi-walled carbon nanotube electrode for a high-performance glucose sensor
2011
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model
2016
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities
2020 Standout
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
2021 Standout
Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy
2016
Satellite remote sensing of mangrove forests: Recent advances and future opportunities
2011 Standout
Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting
2014
Modeling Managed Grassland Biomass Estimation by Using Multitemporal Remote Sensing Data—A Machine Learning Approach
2016
Cultural Heritage Sites in Danger—Towards Automatic Damage Detection from Space
2016
Current research trends and perspectives on materials-based hydrogen storage solutions: A critical review
2016
Polymer/carbon based composites as electromagnetic interference (EMI) shielding materials
2013 Standout
Biomass for a sustainable bioeconomy: An overview of world biomass production and utilization
2021 Standout
Forecasting of coal seam gas content by using support vector regression based on particle swarm optimization
2014
Semi-Supervised Novelty Detection Using SVM Entire Solution Path
2013
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
Works of Jungho Im being referenced
An automatic region-based image segmentation algorithm for remote sensing applications
2010
The metal–carbon–fluorine system for improving hydrogen storage by using metal and fluorine with different levels of electronegativity
2008
Support vector machines in remote sensing: A review
2010 Standout
Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches
2016
Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Satellite Based on Machine Learning Approaches
2015
Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data
2011
Optimizing the binary discriminant function in change detection applications
2008
Synergistic use of QuickBird multispectral imagery and LIDAR data for object-based forest species classification
2010
Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions
2015
A Volumetric Approach to Population Estimation Using Lidar Remote Sensing
2011
Hyperspectral remote sensing analysis of short rotation woody crops grown with controlled nutrient and irrigation treatments
2009
A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications
2011
Effects of national forest inventory plot location error on forest carbon stock estimation using k-nearest neighbor algorithm
2013
Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection
2016
Object-Based Land Cover Classification Using High-Posting-Density LiDAR Data
2008
Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data
2017
Forest biomass estimation from airborne LiDAR data using machine learning approaches
2012
A change detection model based on neighborhood correlation image analysis and decision tree classification
2005
Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest
2013
Monitoring agricultural drought for arid and humid regions using multi-sensor remote sensing data
2010
An automated binary change detection model using a calibration approach
2006
Object‐based change detection using correlation image analysis and image segmentation
2007
A Fusion Approach for Tree Crown Delineation from Lidar Data
2012