Basis-function models in spatial statistics

N Cressie, M Sainsbury-Dale… - Annual Review of …, 2022 - annualreviews.org
Spatial statistics is concerned with the analysis of data that have spatial locations associated
with them, and those locations are used to model statistical dependence between the data …

Mass balance of the ice sheets and glaciers–Progress since AR5 and challenges

E Hanna, F Pattyn, F Navarro, V Favier, H Goelzer… - Earth-Science …, 2020 - Elsevier
Recent research shows increasing decadal ice mass losses from the Greenland and
Antarctic Ice Sheets and more generally from glaciers worldwide in the light of continued …

Spatial and temporal Antarctic Ice Sheet mass trends, glacio‐isostatic adjustment, and surface processes from a joint inversion of satellite altimeter, gravity, and GPS …

A Martín‐Español, A Zammit‐Mangion… - Journal of …, 2016 - Wiley Online Library
We present spatiotemporal mass balance trends for the Antarctic Ice Sheet from a statistical
inversion of satellite altimetry, gravimetry, and elastic‐corrected GPS data for the period …

FRK: An R package for spatial and spatio-temporal prediction with large datasets

A Zammit-Mangion, N Cressie - arXiv preprint arXiv:1705.08105, 2017 - arxiv.org
FRK is an R software package for spatial/spatio-temporal modelling and prediction with
large datasets. It facilitates optimal spatial prediction (kriging) on the most commonly used …

Ocean temperature thresholds for last interglacial West Antarctic ice sheet collapse

J Sutter, P Gierz, K Grosfeld, M Thoma… - Geophysical …, 2016 - Wiley Online Library
Abstract The West Antarctic Ice Sheet (WAIS) is considered the major contributor to global
sea level rise in the Last Interglacial (LIG) and potentially in the future. Exposed fossil reef …

An assessment of forward and inverse GIA solutions for Antarctica

A Martín‐Español, MA King… - Journal of …, 2016 - Wiley Online Library
In this work we assess the most recent estimates of glacial isostatic adjustment (GIA) for
Antarctica, including those from both forward and inverse methods. The assessment is …

A new global GPS data set for testing and improving modelled GIA uplift rates

M Schumacher, MA King, J Rougier… - Geophysical Journal …, 2018 - academic.oup.com
Glacial isostatic adjustment (GIA) is the response of the solid Earth to past ice loading,
primarily, since the Last Glacial Maximum, about 20 K yr BP. Modelling GIA is challenging …

Toward causal inference for spatio-temporal data: Conflict and forest loss in Colombia

R Christiansen, M Baumann, T Kuemmerle… - Journal of the …, 2022 - Taylor & Francis
How does armed conflict influence tropical forest loss? For Colombia, both enhancing and
reducing effect estimates have been reported. However, a lack of causal methodology has …

Multivariate spatial covariance models: a conditional approach

N Cressie, A Zammit-Mangion - Biometrika, 2016 - academic.oup.com
Multivariate geostatistics is based on modelling all covariances between all possible
combinations of two or more variables at any sets of locations in a continuously indexed …

Constraining the mass balance of East Antarctica

A Martin‐Español, JL Bamber… - Geophysical …, 2017 - Wiley Online Library
We investigate the mass balance of East Antarctica for the period 2003–2013 using a
Bayesian statistical framework. We combine satellite altimetry, gravimetry, and GPS with …