A-Xing Zhu

Orcid: 0000-0002-5725-0460

According to our database1, A-Xing Zhu authored at least 104 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Regional Assessment of Soil Moisture Active Passive Enhanced L3 Soil Moisture Product and Its Application in Agriculture.
Remote. Sens., April, 2024

A case-based reasoning strategy of integrating case-level and covariate-level reasoning to automatically select covariates for spatial prediction.
Ann. GIS, April, 2024

Green Cartography: A research agenda towards sustainable development.
Ann. GIS, January, 2024

A five-year milestone: reflections on advances and limitations in GeoAI research.
Ann. GIS, January, 2024

Landslide susceptibility mapping based on the reliability of landslide and non-landslide sample.
Expert Syst. Appl., 2024

2023
Spatial prediction of groundwater level change based on the Third Law of Geography.
Int. J. Geogr. Inf. Sci., October, 2023

Modelling urban expansion with cellular automata supported by urban growth intensity over time.
Ann. GIS, July, 2023

Transformer-Based Semantic Segmentation for Extraction of Building Footprints from Very-High-Resolution Images.
Sensors, 2023

An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping.
Int. J. Geogr. Inf. Sci., 2023

2022
Modeling Small-Granularity Expressway Traffic Volumes With Quantum Walks.
IEEE Trans. Intell. Transp. Syst., 2022

Incorporation of spatial anisotropy in urban expansion modelling with cellular automata.
Int. J. Geogr. Inf. Sci., 2022

A load-balancing strategy for data domain decomposition in parallel programming libraries of raster-based geocomputation.
Int. J. Geogr. Inf. Sci., 2022

How is the Third Law of Geography different?
Ann. GIS, 2022

Digital soil mapping with adaptive consideration of the applicability of environmental covariates over large areas.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping.
Trans. GIS, 2021

Comparison on two case-based reasoning strategies of automatically selecting terrain covariates for digital soil mapping.
Trans. GIS, 2021

Mapping Rice Paddy Distribution Using Remote Sensing by Coupling Deep Learning with Phenological Characteristics.
Remote. Sens., 2021

Extraction of Irrigation Signals by Using SMAP Soil Moisture Data.
Remote. Sens., 2021

Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method.
ISPRS Int. J. Geo Inf., 2021

Parsing Data Formats of the Inputs and Outputs of Geographic Models with Code Analysis.
CoRR, 2021

Next generation of GIS: must be easy.
Ann. GIS, 2021

Soil salinity inversion based on differentiated fusion of satellite image and ground spectra.
Int. J. Appl. Earth Obs. Geoinformation, 2021

2020
Sample size and spatial configuration of volunteered geographic information affect effectiveness of spatial bias mitigation.
Trans. GIS, 2020

Predictive mapping with small field sample data using semi-supervised machine learning.
Trans. GIS, 2020

Design of an Integrated Remote and Ground Sensing Monitor System for Assessing Farmland Quality.
Sensors, 2020

The Generation of Soil Spectral Dynamic Feedback Using Landsat 8 Data for Digital Soil Mapping.
Remote. Sens., 2020

Blind Digital Watermarking Algorithm against Projection Transformation for Vector Geographic Data.
ISPRS Int. J. Geo Inf., 2020

Digital Soil Mapping over Large Areas with Invalid Environmental Covariate Data.
ISPRS Int. J. Geo Inf., 2020

In-situ recommendation of alternative soil samples during field sampling based on environmental similarity.
Earth Sci. Informatics, 2020

Using the most similar case method to automatically select environmental covariates for predictive mapping.
Earth Sci. Informatics, 2020

Spatial prediction of flea index of transmitting plague based on environmental similarity.
Ann. GIS, 2020

The refined spatiotemporal representation of soil organic matter based on remote images fusion of Sentinel-2 and Sentinel-3.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Estimation of Travel Time Based on Ensemble Method With Multi-Modality Perspective Urban Big Data.
IEEE Access, 2020

Constraints for Improving Information Integrity in Information Conversion From CAD Building Drawings to BIM Model.
IEEE Access, 2020

A Lossless Watermarking Algorithm Based on Line Pairs for Vector Data.
IEEE Access, 2020

2019
The Optimal Image Date Selection for Evaluating Cultivated Land Quality Based on Gaofen-1 Images.
Sensors, 2019

The GA-BPNN-Based Evaluation of Cultivated Land Quality in the PSR Framework Using Gaofen-1 Satellite Data.
Sensors, 2019

Multi-Level Classification Based on Trajectory Features of Time Series for Monitoring Impervious Surface Expansions.
Remote. Sens., 2019

An Automatic Annotation Method for Discovering Semantic Information of Geographical Locations from Location-Based Social Networks.
ISPRS Int. J. Geo Inf., 2019

Dynamic Recommendation of Substitute Locations for Inaccessible Soil Samples during Field Sampling Campaign.
ISPRS Int. J. Geo Inf., 2019

From Manual to Intelligent: A Review of Input Data Preparation Methods for Geographic Modeling.
ISPRS Int. J. Geo Inf., 2019

A representativeness-directed approach to mitigate spatial bias in VGI for the predictive mapping of geographic phenomena.
Int. J. Geogr. Inf. Sci., 2019

Reflections and speculations on the progress in Geographic Information Systems (GIS): a geographic perspective.
Int. J. Geogr. Inf. Sci., 2019

Automatic detection of geological folds using attributed relational graphs and formal grammar.
Comput. Geosci., 2019

Copyright authentication of digital vector maps based on spatial autocorrelation indices.
Earth Sci. Informatics, 2019

A modular and parallelized watershed modeling framework.
Environ. Model. Softw., 2019

Evapotranspiration partitioning using an optimality-based ecohydrological model in a semiarid shrubland.
Int. J. Digit. Earth, 2019

Review on algorithms of dealing with depressions in grid DEM.
Ann. GIS, 2019

2018
Efficient encoding and decoding algorithm for triangular discrete global grid based on Hybrid Transformation Strategy.
Comput. Environ. Urban Syst., 2018

A heuristic-based approach to mitigating positional errors in patrol data for species distribution modeling.
Trans. GIS, 2018

Validity of historical volunteered geographic information: Evaluating citizen data for mapping historical geographic phenomena.
Trans. GIS, 2018

A Knowledge-Informed and Pareto-Based Artificial Bee Colony Optimization Algorithm for Multi-Objective Land-Use Allocation.
ISPRS Int. J. Geo Inf., 2018

A discrete global grid system for earth system modeling.
Int. J. Geogr. Inf. Sci., 2018

Landslide susceptibility assessment in the Anfu County, China: comparing different statistical and probabilistic models considering the new topo-hydrological factor (HAND).
Earth Sci. Informatics, 2018

An approach to extracting surface supply relationships between glaciers and lakes on the Tibetan Plateau.
Int. J. Digit. Earth, 2018

Spatial prediction based on Third Law of Geography.
Ann. GIS, 2018

The representativeness and spatial bias of volunteered geographic information: a review.
Ann. GIS, 2018

2017
A Multiple Ant Colony Optimization Algorithm for Indoor Room Optimal Spatial Allocation.
ISPRS Int. J. Geo Inf., 2017

A similarity-based automatic data recommendation approach for geographic models.
Int. J. Geogr. Inf. Sci., 2017

A GPU-accelerated adaptive kernel density estimation approach for efficient point pattern analysis on spatial big data.
Int. J. Geogr. Inf. Sci., 2017

A peak-cluster assessment method for the identification of upland planation surfaces.
Int. J. Geogr. Inf. Sci., 2017

Template-based GIS computation: a geometric algebra approach.
Int. J. Geogr. Inf. Sci., 2017

An efficient method for applying a differential equation to deriving the spatial distribution of specific catchment area from gridded digital elevation models.
Comput. Geosci., 2017

Multidimensional and quantitative interlinking approach for Linked Geospatial Data.
Int. J. Digit. Earth, 2017

Adaptable parallel strategy to extract polygons from massive classified images on multi-core clusters.
Concurr. Comput. Pract. Exp., 2017

3D geological modelling based on 2D geological map.
Ann. GIS, 2017

Tracing high time-resolution fluctuations in dissolved organic carbon using satellite and buoy observations: Case study in Lake Taihu, China.
Int. J. Appl. Earth Obs. Geoinformation, 2017

2016
Geometric Algebra Model for Geometry-oriented Topological Relation Computation.
Trans. GIS, 2016

Enabling point pattern analysis on spatial big data using cloud computing: optimizing and accelerating Ripley's K function.
Int. J. Geogr. Inf. Sci., 2016

A function-based linear map symbol building and rendering method using shader language.
Int. J. Geogr. Inf. Sci., 2016

A two-level parallelization method for distributed hydrological models.
Environ. Model. Softw., 2016

Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
A Hierarchical Tensor-Based Approach to Compressing, Updating and Querying Geospatial Data.
IEEE Trans. Knowl. Data Eng., 2015

Virtual Environments Begin to Embrace Process-based Geographic Analysis.
Trans. GIS, 2015

Using Remote Sensing to Track Variation in Phosphorus and Its Interaction With Chlorophyll-a and Suspended Sediment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Data-Gap Filling to Understand the Dynamic Feedback Pattern of Soil.
Remote. Sens., 2015

Exploratory Method for Spatio-Temporal Feature Extraction and Clustering: An Integrated Multi-Scale Framework.
ISPRS Int. J. Geo Inf., 2015

A citizen data-based approach to predictive mapping of spatial variation of natural phenomena.
Int. J. Geogr. Inf. Sci., 2015

Change detection for 3D vector data: a CGA-based Delaunay-TIN intersection approach.
Int. J. Geogr. Inf. Sci., 2015

Data decomposition method for parallel polygon rasterization considering load balancing.
Comput. Geosci., 2015

Regional-scale calculation of the LS factor using parallel processing.
Comput. Geosci., 2015

2014
How to Apply the Geospatial Data Abstraction Library (GDAL) Properly to Parallel Geospatial Raster I/O?
Trans. GIS, 2014

A strategy for raster-based geocomputation under different parallel computing platforms.
Int. J. Geogr. Inf. Sci., 2014

A layered approach to parallel computing for spatially distributed hydrological modeling.
Environ. Model. Softw., 2014

2013
The recent advancement in digital terrain analysis and modeling.
Int. J. Geogr. Inf. Sci., 2013

An integrative hierarchical stepwise sampling strategy for spatial sampling and its application in digital soil mapping.
Int. J. Geogr. Inf. Sci., 2013

Uncertainty due to DEM error in landslide susceptibility mapping.
Int. J. Geogr. Inf. Sci., 2013

Artificial surfaces simulating complex terrain types for evaluating grid-based flow direction algorithms.
Int. J. Geogr. Inf. Sci., 2013

Estimation of theoretical maximum speedup ratio for parallel computing of grid-based distributed hydrological models.
Comput. Geosci., 2013

2012
Neighborhood size and spatial scale in raster-based slope calculations.
Int. J. Geogr. Inf. Sci., 2012

2011
Comparing three methods for modeling the uncertainty in knowledge discovery from area-class soil maps.
Comput. Geosci., 2011

Depicting classification uncertainty using perception-based color models.
Ann. GIS, 2011

2010
Windowed nearest neighbour method for mining spatio-temporal clusters in the presence of noise.
Int. J. Geogr. Inf. Sci., 2010

2009
Detecting feature from spatial point processes using Collective Nearest Neighbor.
Comput. Environ. Urban Syst., 2009

Mapping with words: A new approach to automated digital soil survey.
Int. J. Intell. Syst., 2009

DECODE: a new method for discovering clusters of different densities in spatial data.
Data Min. Knowl. Discov., 2009

2007
An adaptive approach to selecting a flow-partition exponent for a multiple-flow-direction algorithm.
Int. J. Geogr. Inf. Sci., 2007

Delineation of support domain of feature in the presence of noise.
Comput. Geosci., 2007

2006
Prediction of Continental-Scale Evapotranspiration by Combining MODIS and AmeriFlux Data Through Support Vector Machine.
IEEE Trans. Geosci. Remote. Sens., 2006

A new approach to the nearest-neighbour method to discover cluster features in overlaid spatial point processes.
Int. J. Geogr. Inf. Sci., 2006

An Automated Approach to Site Selection for Ecological Restoration in Fragmented Landscapes.
Ann. GIS, 2006

2003
Knowledge discovery from soil maps using inductive learning.
Int. J. Geogr. Inf. Sci., 2003

1999
A personal construct-based knowledge acquisition process for natural resource mapping.
Int. J. Geogr. Inf. Sci., 1999

1998
Spatial Structure of Accommodation Costs in the Madison Area.
Ann. GIS, 1998


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