Modeling and Analyzing Spatial Data

This cluster focuses on advanced modeling techniques for spatial data analysis. Research includes the evaluation of methods for automated spatial prediction and classification.

spatial modeling
data analysis
automated prediction
classification
techniques

11,713 papers

Parent topic: Geospatial Environmental Analysis

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Papers Over Time

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Top Papers

Bag-of-visual-words And Spatial Extensions For Land-Use Classification

2010 · 1,942 citations

DBSCAN Revisited, Revisited

2017 · 1,724 citations

The GARP Modelling System: Problems And Solutions To Automated Spatial Prediction

1999 · 1,041 citations

Spatial Data For Landslide Susceptibility, Hazard, And Vulnerability Assessment: An Overview

2008 · 1,009 citations

Validation Of Spatial Prediction Models For Landslide Hazard Mapping

2003 · 908 citations

On The Extraction Of Channel Networks From Digital Elevation Data

1991 · 831 citations

Disaggregating Census Data For Population Mapping Using Random Forests With Remotely-Sensed And Ancillary Data

2015 · 751 citations

Flood Susceptibility Mapping Using A Novel Ensemble Weights-Of-Evidence And Support Vector Machine Models In GIS

2014 · 749 citations

Mobile Landscapes: Using Location Data From Cell Phones For Urban Analysis

2006 · 631 citations

An Optimal Parameters-Based Geographical Detector Model Enhances Geographic Characteristics Of Explanatory Variables For Spatial Heterogeneity Analysis: Cases With Different Types Of Spatial Data

2020 · 615 citations

Application Areas And Data Requirements For BIM-Enabled Facilities Management

2012 · 598 citations

Spatial Knowledge Acquisition From Maps And From Navigation In Real And Virtual Environments

1999 · 408 citations

Object-Based Verification Of Precipitation Forecasts. Part I: Methodology And Application To Mesoscale Rain Areas

2006 · 399 citations

Geodetic Data Inversion Using A Bayesian Information Criterion For Spatial Distribution Of Fault Slip

1992 · 357 citations

A Comparison Of The GIS Based Landslide Susceptibility Assessment Methods: Multivariate Versus Bivariate

2004 · 357 citations

A Kernel Density Estimation Method For Networks, Its Computational Method And A GIS‐based Tool

2009 · 351 citations

Extracting Urban Functional Regions From Points Of Interest And Human Activities On Location-Based Social Networks

2017 · 348 citations

Lecture Notes In Geoinformation And Cartography

2008 · 345 citations

A New Insight Into Land Use Classification Based On Aggregated Mobile Phone Data

2014 · 323 citations

An Approach For GIS-based Statistical Landslide Susceptibility Zonation?With A Case Study In The Himalayas

2005 · 320 citations