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List of works by Gab Abramowitz

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A framework for benchmarking land models

article
Diagnosing errors in a land surface model (CABLE) in the time and frequency domains

scholarly article
The Plumbing of Land Surface Models: Benchmarking Model Performance

article
Importance of background climate in determining impact of land-cover change on regional climate

article by A. J. Pitman et al published 20 November 2011 in Nature Climate Change
A test of an optimal stomatal conductance scheme within the CABLE land surface model

article
Drought Influences the Accuracy of Simulated Ecosystem Fluxes: A Model-Data Meta-analysis for Mediterranean Oak Woodlands

article
Towards a comprehensive assessment of model structural adequacy

Optimally choosing small ensemble members to produce robust climate simulations

Climate model simulated changes in temperature extremes due to land cover change

article
Which are the most important parameters for modelling carbon assimilation in boreal Norway spruce under elevated [CO(2)] and temperature conditions?

scientific article
Taking climate model evaluation to the next level

Systematic Bias in Land Surface Models

article
Selecting a climate model subset to optimise key ensemble properties

article by Nadja Herger et al published 21 February 2018 in Earth System Dynamics ESD
The plumbing of land surface models: is poor performance a result of methodology or data quality?

scientific article
Neural Error Regression Diagnosis (NERD): A Tool for Model Bias Identification and Prognostic Data Assimilation

article
Influence of Leaf Area Index Prescriptions on Simulations of Heat, Moisture, and Carbon Fluxes

Examining soil carbon uncertainty in a global model: response of microbial decomposition to temperature, moisture and nutrient limitation

scientific article published in 2013
Response of microbial decomposition to spin-up explains CMIP5 soil carbon range until 2100

scientific article published in 2014
On the generation of climate model ensembles

article
Implementation of an optimal stomatal conductance scheme in the Australian Community Climate Earth Systems Simulator (ACCESS1.3b)

article
Toward a model space and model independence metric

scholarly article
Disentangling residence time and temperature sensitivity of microbial decomposition in a global soil carbon model

article
Model dependence in multi-model climate ensembles: weighting, sub-selection and out-of-sample testing

article
A model inter-comparison study to examine limiting factors in modelling Australian tropical savannas

article by Rhys Whitley et al published 3 June 2016 in Biogeosciences
Calibrating Climate Model Ensembles for Assessing Extremes in a Changing Climate

Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate

article
Global and regional coupled climate sensitivity to the parameterization of rainfall interception

Acute climate risks in the financial system: examining the utility of climate model projections

scientific article published in 2022
Climate model dependence and the replicate Earth paradigm

scientific article published on 11 December 2012
A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation

Examining the role of environmental memory in the predictability of carbon and water fluxes across Australian ecosystems

scientific article published in 2022
Plant profit maximization improves predictions of European forest responses to drought

scientific article published on 15 December 2019
Climate Model Dependence and the Ensemble Dependence Transformation of CMIP Projections

scientific article published on 13 March 2015
Evaluation of 30 urban land surface models in the Urban‐PLUMBER project: Phase 1 results

Robust future changes in meteorological drought in CMIP6 projections despite uncertainty in precipitation

Robust Future Changes in Meteorological Drought in CMIP6 Projections Despite Uncertainty in Precipitation

Robust historical evapotranspiration trends across climate regimes

scientific article published in 2021
A Robust Generative Adversarial Network Approach for Climate Downscaling and Weather Generation

Reconciling historical changes in the hydrological cycle over land

scientific article published in 2022
Using Machine Learning to Cut the Cost of Dynamical Downscaling

scientific article published in March 2023
How representative are FLUXNET measurements of surface fluxes during temperature extremes?

scientific article published on 30 April 2019
Does predictability of fluxes vary between FLUXNET sites?

scientific article published on 25 July 2018
On the Extrapolation of Generative Adversarial Networks for Downscaling Precipitation Extremes in Warmer Climates

scientific article published on 5 December 2024
Non‐Stationary Lags and Legacies in Ecosystem Flux Response to Antecedent Rainfall

A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation

scientific article published in January 2025
Sensitivity of net ecosystem exchange and heterotrophic respiration to parameterization uncertainty

The CSIRO Mk3L climate system model v1.0 coupled to the CABLE land surface scheme v1.4b: evaluation of the control climatology

scientific article published in 2011
Are Plant Functional Types Fit for Purpose?

ESD Reviews: Model dependence in multi-model climate ensembles: weighting, sub-selection and out-of-sample testing

article

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