Recent advances in accessibility research: Representation, methodology and applications

MP Kwan, AT Murray, ME O'Kelly… - Journal of Geographical …, 2003 - Springer
In this article we examine recent advances in accessibility research and their implications for
future studies. We base our discussion on three intersecting dimensions that are useful for …

SONAR enables cell type deconvolution with spatially weighted Poisson-Gamma model for spatial transcriptomics

Z Liu, D Wu, W Zhai, L Ma - Nature Communications, 2023 - nature.com
Recent advancements in spatial transcriptomic technologies have enabled the
measurement of whole transcriptome profiles with preserved spatial context. However …

Geographically weighted regression

AS Fotheringham, C Brunsdon… - The Sage handbook of …, 2009 - torrossa.com
Spatial data contain locational information as well as attribute information. It is increasingly
recognized that most data sets are spatial in that the attribute being measured is typically …

Multicollinearity and correlation among local regression coefficients in geographically weighted regression

D Wheeler, M Tiefelsdorf - Journal of Geographical Systems, 2005 - Springer
Present methodological research on geographically weighted regression (GWR) focuses
primarily on extensions of the basic GWR model, while ignoring well-established diagnostics …

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

A Arabameri, B Pradhan, K Rezaei - Journal of environmental management, 2019 - Elsevier
Every year, gully erosion causes substantial damage to agricultural land, residential areas
and infrastructure, such as roads. Gully erosion assessment and mapping can facilitate …

Geographically weighted Poisson regression for disease association mapping

T Nakaya, AS Fotheringham, C Brunsdon… - Statistics in …, 2005 - Wiley Online Library
This paper describes geographically weighted Poisson regression (GWPR) and its semi‐
parametric variant as a new statistical tool for analysing disease maps arising from spatially …

[图书][B] Local models for spatial analysis

CD Lloyd - 2010 - books.google.com
With new chapters addressing spatial patterning in single variables and spatial relations,
this second edition provides guidance to a wide variety of real-world problems. Focusing on …

Spatiotemporal heterogeneities in the impact of the digital economy on carbon emission transfers in China

H Yu, S Shen, L Han, J Ouyang - Technological Forecasting and Social …, 2024 - Elsevier
This study investigates the spatiotemporal impacts of digital economic development on
interprovincial carbon emissions transfer in China. Applying a proposed mixed …

Spatial origin-destination flow imputation using graph convolutional networks

X Yao, Y Gao, D Zhu, E Manley… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Due to the limitation of data collection techniques and privacy issues, the problem of missing
spatial origin-destination flows frequently occurs. Data imputation provides great support for …

Development of planning level transportation safety tools using Geographically Weighted Poisson Regression

A Hadayeghi, AS Shalaby, BN Persaud - Accident Analysis & Prevention, 2010 - Elsevier
A common technique used for the calibration of collision prediction models is the
Generalized Linear Modeling (GLM) procedure with the assumption of Negative Binomial or …