Qingfeng Guan
Orcid: 0000-0002-7392-3709Affiliations:
- China University of Geosciences, School of Geography and Information Engineering, Wuhan, China
- University of Nebraska - Lincoln, School of Natural Resources, Lincoln, NE, USA
- University of California, Department of Geography, Santa Barbara, CA, USA (PhD 2008)
According to our database1,
Qingfeng Guan
authored at least 93 papers
between 2006 and 2024.
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Bibliography
2024
Predicting short-term PM <sub>2.5</sub> concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network.
Int. J. Geogr. Inf. Sci., April, 2024
Local-Global Context-Aware Generative Dual-Region Adversarial Networks for Remote Sensing Scene Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
Extracting subpixel vegetation NDVI time series for evaluating the mixed pixel effect on GPP estimation in urban areas.
Int. J. Digit. Earth, December, 2023
MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning.
Int. J. Digit. Earth, December, 2023
Fine-grained regional economic forecasting for a megacity using vector-based cellular automata.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
Int. J. Geogr. Inf. Sci., November, 2023
CSD-R<i>k</i>NN: reverse <i>k</i> nearest neighbors queries with conic section discriminances.
Int. J. Geogr. Inf. Sci., October, 2023
Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism.
Comput. Environ. Urban Syst., September, 2023
A site selection framework for urban power substation at micro-scale using spatial optimization strategy and geospatial big data.
Trans. GIS, September, 2023
mcRPL: a general purpose parallel raster processing library on distributed heterogeneous architectures.
Int. J. Geogr. Inf. Sci., September, 2023
A novel framework for detecting non-recurrent road traffic anomalies by combining a temporal graph convolutional network and hierarchical time memory detector.
Trans. GIS, February, 2023
Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm.
Int. J. Geogr. Inf. Sci., 2023
2022
Int. J. Digit. Earth, December, 2022
Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022
S<sup>3</sup>TRM: Spectral-Spatial Unmixing of Hyperspectral Imagery Based on Sparse Topic Relaxation-Clustering Model.
IEEE Trans. Geosci. Remote. Sens., 2022
A Weakly Pseudo-Supervised Decorrelated Subdomain Adaptation Framework for Cross-Domain Land-Use Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Enhanced Spatial-Temporal Savitzky-Golay Method for Reconstructing High-Quality NDVI Time Series: Reduced Sensitivity to Quality Flags and Improved Computational Efficiency.
IEEE Trans. Geosci. Remote. Sens., 2022
cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units.
IEEE Trans. Geosci. Remote. Sens., 2022
A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification.
IEEE Trans. Cybern., 2022
A Comparison of the Performances of Unmanned-Aerial-Vehicle (UAV) and Terrestrial Laser Scanning for Forest Plot Canopy Cover Estimation in Pinus massoniana Forests.
Remote. Sens., 2022
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation.
Environ. Model. Softw., 2022
RunnerDNA: Interpretable indicators and model to characterize human activity pattern and individual difference.
CoRR, 2022
Classifying land-use patterns by integrating time-series electricity data and high-spatial resolution remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Multisource forest point cloud registration with semantic-guided keypoints and robust RANSAC mechanisms.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Subdomain Style Compensation Network for Remote Sensing Cross-Domain Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Cross-Domain Local Climate Zone Classification with Distance Metric Based on Domain Adaptation Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Uksd-Net: an Unsupervised Knowledge-Guided Symmetric Deep Network for Forest Burned Areas Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Spatiotemporal distribution of human trafficking in China and predicting the locations of missing persons.
Comput. Environ. Urban Syst., 2021
Variability in and mixtures among residential vacancies at granular levels: Evidence from municipal water consumption data.
Comput. Environ. Urban Syst., 2021
Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China.
Comput. Environ. Urban Syst., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Proportion Estimation for Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High-Spatial Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Understanding Spatio-Temporal Patterns of Land Use/Land Cover Change under Urbanization in Wuhan, China, 2000-2019.
Remote. Sens., 2021
Extracting the Tailings Ponds from High Spatial Resolution Remote Sensing Images by Integrating a Deep Learning-Based Model.
Remote. Sens., 2021
Cross-Domain Scene Classification Based on a Spatial Generalized Neural Architecture Search for High Spatial Resolution Remote Sensing Images.
Remote. Sens., 2021
A multi-level improved circle pooling for scene classification of high-resolution remote sensing imagery.
Neurocomputing, 2021
Int. J. Geogr. Inf. Sci., 2021
A spatial-compositional feature fusion convolutional autoencoder for multivariate geochemical anomaly recognition.
Comput. Geosci., 2021
UrbanVCA: a vector-based cellular automata framework to simulate the urban land-use change at the land-parcel level.
CoRR, 2021
A Fine-Grained Mixed Land Use Decomposition Method Based on Multi-source Geospatial Data.
Proceedings of the Spatial Data and Intelligence - Second International Conference, 2021
Extracting Building Contour and Level by Coupling U-net and Single-View High-Resolution Remote Sensing Images.
Proceedings of the Spatial Data and Intelligence - Second International Conference, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
UCWater: Unsupervised Content-Adaptive Water-Body Extraction Framework for High-Resolution Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Union Framework with Sparse Topic Relaxion and Group Clustering for Hyperspectral Unmixing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
EML-GAN: Generative Adversarial Network-Based End-to-End Multi-Task Learning Architecture for Super-Resolution Reconstruction and Scene Classification of Low-Resolution Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proportion Estimation of Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High Spatial Resolution Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
A universal parallel scheduling approach to polyline and polygon vector data buffer analysis on conventional GIS platforms.
Trans. GIS, 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Polycentric Circle Pooling in Deep Convolutional Networks for High-Resolution Remote Sensing Image Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields.
Remote. Sens., 2020
An Ensemble Modeling Framework for Distinguishing Nitrogen, Phosphorous and Potassium Deficiencies in Winter Oilseed Rape (Brassica napus L.) Using Hyperspectral Data.
Remote. Sens., 2020
ISPRS Int. J. Geo Inf., 2020
Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata.
Int. J. Geogr. Inf. Sci., 2020
Int. J. Geogr. Inf. Sci., 2020
Int. J. Geogr. Inf. Sci., 2020
Understanding the drivers of sustainable land expansion using a patch-level simulation model: A case study in Wuhan, China.
CoRR, 2020
Delineating Mixed Urban "Jobs-Housing" Patterns at a Fine Scale by Using High Spatial Resolution Remote-Sensing Imagery.
Complex., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
Fine-scale intra- and inter-city commercial store site recommendations using knowledge transfer.
Trans. GIS, 2019
A 25-Intersection Model for Representing Topological Relations between Simple Spatial Objects in 3-D Space.
ISPRS Int. J. Geo Inf., 2019
Detecting clusters over intercity transportation networks using K-shortest paths and hierarchical clustering: a case study of mainland China.
Int. J. Geogr. Inf. Sci., 2019
A human-machine adversarial scoring framework for urban perception assessment using street-view images.
Int. J. Geogr. Inf. Sci., 2019
A Spatially Constrained Multi-Autoencoder approach for multivariate geochemical anomaly recognition.
Comput. Geosci., 2019
Clust. Comput., 2019
2018
Estimating the effects of "community opening" policy on alleviating traffic congestion in large Chinese cities by integrating ant colony optimization and complex network analyses.
Comput. Environ. Urban Syst., 2018
Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification.
Remote. Sens., 2018
An efficient joint compression and sparsity estimation matching pursuit algorithm for artificial intelligence application.
Future Gener. Comput. Syst., 2018
Fast sparsity adaptive matching pursuit algorithm for large-scale image reconstruction.
EURASIP J. Wirel. Commun. Netw., 2018
2017
An efficient data organization and scheduling strategy for accelerating large vector data rendering.
Trans. GIS, 2017
A Multiscale Deeply Described Correlatons-Based Model for Land-Use Scene Classification.
Remote. Sens., 2017
Multi-Task Joint Sparse and Low-Rank Representation for the Scene Classification of High-Resolution Remote Sensing Image.
Remote. Sens., 2017
A Scientometric Visualization Analysis for Night-Time Light Remote Sensing Research from 1991 to 2016.
Remote. Sens., 2017
pRPL + pGTIOL: The marriage of a parallel processing library and a parallel I/O library for big raster data.
Environ. Model. Softw., 2017
Design and implementation of hydrological sensor web optimal deployment prototype system.
Proceedings of the 25th International Conference on Geoinformatics, 2017
Deployment optimization method for hydrological sensor network to maximize spatial coverage.
Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017
2016
Representing Geospatial Environment Observation Capability Information: A Case Study of Managing Flood Monitoring Sensors in the Jinsha River Basin.
Sensors, 2016
A hybrid parallel cellular automata model for urban growth simulation over GPU/CPU heterogeneous architectures.
Int. J. Geogr. Inf. Sci., 2016
2015
A spatially adaptive decomposition approach for parallel vector data visualization of polylines and polygons.
Int. J. Geogr. Inf. Sci., 2015
Proceedings of the 23rd International Conference on Geoinformatics, 2015
2014
An Object Model for Integrating Diverse Remote Sensing Satellite Sensors: A Case Study of Union Operation.
Remote. Sens., 2014
An Observation Capability Metadata Model for EO Sensor Discovery in Sensor Web Enablement Environments.
Remote. Sens., 2014
2013
Int. J. Appl. Earth Obs. Geoinformation, 2013
2011
Int. J. Geogr. Inf. Sci., 2011
2010
A general-purpose parallel raster processing programming library test application using a geographic cellular automata model.
Int. J. Geogr. Inf. Sci., 2010
2009
ACM SIGSPATIAL Special, 2009
2006
Proceedings of the Web and Wireless Geographical Information Systems, 2006