Zammit-Mangion, Andrew

university of wollongong

0H指数

2论文数

0被引数

收录论文 22

发表时间

Comparison of Approaches to Data-Driven Site Characterization in an Offshore Carbonate Soil Environment in North Western Australia 在西澳大利亚西北部碳酸盐土环境下基于数据驱动的场地表征方法比较

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A-Civil Engineering

IF2.7

2026-03-01

PREAI

Valderrama-Giraldo, Juan; Liu, Qianbiao; Bertolacci, Michael; Bransby, Fraser; Watson, Phil; Zammit-Mangion, Andrew

Recursive variational Gaussian approximation with the Whittle likelihood for linear non-Gaussian state space models 基于Whittle似然的线性非高斯状态空间模型的递归变分高斯近似

COMPUTATIONAL STATISTICS & DATA ANALYSIS

IF1.6

2026-02-01

OAAI

Vu, Bao Anh; Gunawan, David; Zammit-Mangion, Andrew

WOMBAT v2.S: A Bayesian Inversion Framework for Attributing Global CO2 Flux Components From Multiprocess Data WOMBAT v2.S：一种用于从多过程数据中归因全球CO2通量分量的贝叶斯反演框架

ENVIRONMETRICS

IF1.7

2025-12-01

PREAI

Jacobson, Josh; Bertolacci, Michael; Zammit-mangion, Andrew; Schuh, Andrew; Cressie, Noel

GeoWarp: Warped Spatial Processes for Inferring Subsea Sediment Properties

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2025-02-18

PREAI

Bertolacci, Michael; Zammit-Mangion, Andrew; Giraldo, Juan Valderrama; O'Neill, Michael; Bransby, Fraser; Watson, Phil

Neural Methods for Amortized Inference 神经方法用于摊还推理

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2024-11-12

OAAI

Zammit-Mangion, Andrew; Sainsbury-Dale, Matthew; Huser, Raphael

Modeling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temp oral Data Using FRK 使用FRK对大型，异构，非高斯空间和空间温度口腔数据进行建模

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2024-01-01

OAAI

Sainsbury-Dale, Matthew; Zammit-Mangion, Andrew; Cressie, Noel

Neutral Tropical African CO2 Exchange Estimated From Aircraft and Satellite Observations 根据飞机和卫星观测估算的中性热带非洲二氧化碳交换

GLOBAL BIOGEOCHEMICAL CYCLES

IF5.5

2023-12-21

OAAI

Gaubert, Benjamin; Stephens, Britton B.; Baker, David F.; Basu, Sourish; Bertolacci, Michael; Bowman, Kevin W.; Buchholz, Rebecca; Chatterjee, Abhishek; Chevallier, Frederic; Commane, Roisin; Cressie, Noel; Deng, Feng; Jacobs, Nicole; Johnson, Matthew S.; Maksyutov, Shamil S.; Mckain, Kathryn; Liu, Junjie; Liu, Zhiqiang; Morgan, Eric; O'Dell, Chris; Philip, Sajeev; Ray, Eric; Schimel, David; Schuh, Andrew; Taylor, Thomas E.; Weir, Brad; van Wees, Dave; Wofsy, Steven C.; Zammit-Mangion, Andrew; Zeng, Ning

Statistical Deep Learning for Spatial and Spatiotemporal Data

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2023-03-10

OAAI

Wikle, Christopher K.; Zammit-Mangion, Andrew

National CO2 budgets (2015-2020) inferred from atmospheric CO2 observations in support of the global stocktake 根据大气CO2观测推断的国家CO2预算 (2015-2020)，以支持全球盘点

EARTH SYSTEM SCIENCE DATA

IF11.6

2023-03-07

OAAI

Byrne, Brendan; Baker, David F.; Basu, Sourish; Bertolacci, Michael; Bowman, Kevin W.; Carroll, Dustin; Chatterjee, Abhishek; Chevallier, Frederic; Ciais, Philippe; Cressie, Noel; Crisp, David; Crowell, Sean; Deng, Feng; Deng, Zhu; Deutscher, Nicholas M.; Dubey, Manvendra K.; Feng, Sha; Garcia, Omaira E.; Griffith, David W. T.; Herkommer, Benedikt; Hu, Lei; Jacobson, Andrew R.; Janardanan, Rajesh; Jeong, Sujong; Johnson, Matthew S.; Jones, Dylan B. A.; Kivi, Rigel; Liu, Junjie; Liu, Zhiqiang; Maksyutov, Shamil; Miller, John B.; Miller, Scot M.; Morino, Isamu; Notholt, Justus; Oda, Tomohiro; O'Dell, Christopher W.; Oh, Young-Suk; Ohyama, Hirofumi; Patra, Prabir K.; Peiro, Helene; Petri, Christof; Philip, Sajeev; Pollard, David F.; Poulter, Benjamin; Remaud, Marine; Schuh, Andrew; Sha, Mahesh K.; Shiomi, Kei; Strong, Kimberly; Sweeney, Colm; Te, Yao; Tian, Hanqin; Velazco, Voltaire A.; Vrekoussis, Mihalis; Warneke, Thorsten; Worden, John R.; Wunch, Debra; Yao, Yuanzhi; Yun, Jeongmin; Zammit-Mangion, Andrew; Zeng, Ning

Modelling the growth of atmospheric nitrous oxide using a global hierarchical inversion 使用全局分层反演对大气一氧化二氮的生长进行建模

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2022-10-10

OAAI

Stell, Angharad C.; Bertolacci, Michael; Zammit-Mangion, Andrew; Rigby, Matthew; Fraser, Paul J.; Harth, Christina M.; Krummel, Paul B.; Lan, Xin; Manizza, Manfredi; Muhle, Jens; O'Doherty, Simon; Prinn, Ronald G.; Weiss, Ray F.; Young, Dickon; Ganesan, Anita L.

Basis-Function Models in Spatial Statistics 空间统计中的基函数模型

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF8.7

2022-03-07

OAAI

Cressie, Noel; Sainsbury-Dale, Matthew; Zammit-Mangion, Andrew

WOMBAT v1.0: a fully Bayesian global flux-inversion framework WOMBAT v1.0: 一个完全贝叶斯的全局通量反演框架

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2022-01-06

OAAI

Zammit-Mangion, Andrew; Bertolacci, Michael; Fisher, Jenny; Stavert, Ann; Rigby, Matthew; Cao, Yi; Cressie, Noel

Deep Compositional Spatial Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-04-08

OAAI

Zammit-Mangion, Andrew; Ng, Tin Lok James; Vu, Quan; Filippone, Maurizio

FRK: An R Package for Spatial and Spatio-Temporal Prediction with Large Datasets FRK: 用于大型数据集的空间和时空预测的R包

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2021-01-01

OAAI

Zammit-Mangion, Andrew; Cressie, Noel

Bayesian atmospheric tomography for detection and quantification of methane emissions: application to data from the 2015 Ginninderra release experiment

ATMOSPHERIC MEASUREMENT TECHNIQUES

IF3.3

2019-09-02

OAAI

Cartwright, Laura; Zammit-Mangion, Andrew; Bhatia, Sangeeta; Schroder, Ivan; Phillips, Frances; Coates, Trevor; Negandhi, Karita; Naylor, Travis; Kennedy, Martin; Zegelin, Steve; Wokker, Nick; Deutscher, Nicholas M.; Feitz, Andrew

Sparse Approximate Inference for Spatio-Temporal Point Process Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2017-01-04

OAAI

Cseke, Botond; Zammit-Mangion, Andrew; Heskes, Tom; Sanguinetti, Guido

An assessment of forward and inverse GIA solutions for Antarctica

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2016-09-29

OAAI

Martin-Espanol, Alba; King, Matt A.; Zammit-Mangion, Andrew; Andrews, Stuart B.; Moore, Philip; Bamber, Jonathan L.

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

JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

IF3.8

2016-02-03

OAAI

Martin-Espanol, Alba; Zammit-Mangion, Andrew; Clarke, Peter J.; Flament, Thomas; Helm, Veit; King, Matt A.; Luthcke, Scott B.; Petrie, Elizabeth; Remy, Frederique; Schoen, Nana; Wouters, Bert; Bamber, Jonathan L.

Spatio-temporal bivariate statistical models for atmospheric trace-gas inversion 大气痕量气体反演的时空双变量统计模型

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2015-12-01

OAAI

Zammit-Mangion, Andrew; Cressie, Noel; Ganesan, Anita L.; O'Doherty, Simon; Manning, Alistair J.

Characterization of uncertainties in atmospheric trace gas inversions using hierarchical Bayesian methods

ATMOSPHERIC CHEMISTRY AND PHYSICS

IF5.1

2014-04-17

105

OAAI

Ganesan, A. L.; Rigby, M.; Zammit-Mangion, A.; Manning, A. J.; Prinn, R. G.; Fraser, P. J.; Harth, C. M.; Kim, K. -R.; Krummel, P. B.; Li, S.; Muehle, J.; O'Doherty, S. J.; Park, S.; Salameh, P. K.; Steele, L. P.; Weiss, R. F.

研究方向