R packages for analyzing spatial data: A comparative case study with areal data
R Bivand - Geographical Analysis, 2022 - Wiley Online Library
The count of open source software packages hosted by the Comprehensive R Archive
Network (CRAN) using key spatial data handling packages has now passed 1,000 …
Network (CRAN) using key spatial data handling packages has now passed 1,000 …
A review of software for spatial econometrics in R
The software for spatial econometrics available in the R system for statistical computing is
reviewed. The methods are illustrated in a historical perspective, highlighting the main lines …
reviewed. The methods are illustrated in a historical perspective, highlighting the main lines …
Explainable artificial intelligence (XAI) for exploring spatial variability of lung and bronchus cancer (LBC) mortality rates in the contiguous USA
Abstract Machine learning (ML) has demonstrated promise in predicting mortality; however,
understanding spatial variation in risk factor contributions to mortality rate requires …
understanding spatial variation in risk factor contributions to mortality rate requires …
Human activities and species biological traits drive the long-term persistence of old trees in human-dominated landscapes
Old trees have many ecological and socio-cultural values. However, knowledge of the
factors influencing their long-term persistence in human-dominated landscapes is limited …
factors influencing their long-term persistence in human-dominated landscapes is limited …
Resilience of Spanish forests to recent droughts and climate change
A widespread increase in forest cover is underway in northern Mediterranean forests
because of land abandonment and decreased wood demand, but the resilience of these …
because of land abandonment and decreased wood demand, but the resilience of these …
Estimating local-scale domestic electricity energy consumption using demographic, nighttime light imagery and Twitter data
To implement a new mixed approach for electricity energy consumption estimates, this study
aimed to estimate country-wide local-scale electricity consumption by combining …
aimed to estimate country-wide local-scale electricity consumption by combining …
Biodiversity mediates ecosystem sensitivity to climate variability
A rich body of evidence from local-scale experiments and observational studies has
revealed stabilizing effects of biodiversity on ecosystem functioning. However, whether …
revealed stabilizing effects of biodiversity on ecosystem functioning. However, whether …
Is the spatial distribution of urban green space associated with crime in Chicago?
During past decades, much progress has been made to elucidate the relationship between
the quantity of urban green space and crimes, but less is known about how their spatial …
the quantity of urban green space and crimes, but less is known about how their spatial …
Modelling spatial dependence for Loss Given Default in peer-to-peer lending
R Calabrese, L Zanin - Expert Systems with Applications, 2022 - Elsevier
We propose estimating a model for Loss Given Default (LGD) that allows accounting for
spatial dependence between peer-to-peer (P2P) loans. We suggest the LGD two-stage …
spatial dependence between peer-to-peer (P2P) loans. We suggest the LGD two-stage …
Spatial regression identifies socioeconomic inequality in multi-stage power outage recovery after Hurricane Isaac
Power outages are a common outcome of hurricanes in the USA with potentially serious
implications for community wellbeing. Understanding how power outage recovery is …
implications for community wellbeing. Understanding how power outage recovery is …