By Professor Gab Abramowitz

Journal articles

Abramowitz G, 2005, 'Towards a benchmark for land surface models', Geophysical Research Letters, 32, pp. L22702

Pitman AJ; Abramowitz G, 2005, 'What are the limits to statistical error correction in land surface schemes when projecting the future', Geophysical Research Letters, 32, pp. L14403, http://dx.doi.org/10.1029/2005GL023158

Conference Papers

Wang B; Liu DL; Macadam I; Alexander LV; Abramowitz G; Yu Q, 2015, 'Multi-model ensemble projections of future extreme temperature change using a statistical downscaling method in eastern Australia', in Proceedings 21st International Congress on Modelling and Simulation Modsim 2015, pp. 1565 - 1571

Conference Presentations

Ukkola A; De Kauwe M; Roderick M; Abramowitz G; Pitman A, 2021, 'Robust Future Changes in Meteorological Drought in CMIP6 Projections Despite Uncertainty in Precipitation', http://dx.doi.org/10.5194/egusphere-egu21-1889

Reports

Laws RM; Raupach MR; Abramowitz G; Dharssi I; Haverd V; Pitman AJ; Renzullo V; Van DA; Wang , 2013, The Community Atmosphere Biosphere Land Exchange (CABLE) model Roadmap for 2012-2017, The Centre for Australian Weather and Climate Research, Melbourne, 057, http://www.cawcr.gov.au/publications/technicalreports

Kowalczyk EA; Wang Y; Law RM; McGregor JL; Abramowitz G, 2006, The CSIRO Atmosphere Biosphere Land Exchange (CABLE) model for use in climate models and as an offline model, CSIRO, Research Technical Paper 013

Working Papers

Knutti R; Abramowitz G; Collins M; Eyring V; Glecker PJ; Hewitson B; Mearns L, 2010, Good Practice Guidance Paper on Assessing and Combining Multi Model Climate Projections, University of Bern, Switzerland, http://dx.doi.org

Preprints

Cranko Page J; De Kauwe MG; Pitman AJ; Towers IR; Arduini G; Best MJ; Ferguson C; Knauer J; Kim H; Lawrence DM; Nitta T; Oleson KW; Ottlé C; Ukkola A; Vuichard N; Abramowitz G, 2025, Land Surface Model Underperformance Tied to Specific Meteorological Conditions, http://dx.doi.org/10.5194/egusphere-2025-4149

Falster G; Abramowitz G; Hobeichi S; Hughes C; Treble P; Abram NJ; Bird MI; Cauquoin A; Dixon B; Drysdale R; Jin C; Munksgaard N; Proemse B; Tyler JJ; Werner M; Tadros C, 2025, High resolution monthly precipitation isotope estimates across Australia from machine learning, http://dx.doi.org/10.5194/egusphere-2025-2458

Rampal N; Gibson PB; Sherwood SC; Queen LE; Lewis H; Abramowitz G, 2025, Downscaling with AI reveals the large role of internal variability in fine-scale projections of climate extremes, http://dx.doi.org/10.48550/arxiv.2507.06527

Wang L; Abramowitz G; Wang Y-P; Pitman A; Ciais P; Goll DS, 2025, Towards resolving poor performance of mechanistic soil organic carbon models, http://dx.doi.org/10.5194/egusphere-2025-2545

Rampal N; Gibson PB; Sherwood S; Abramowitz G, 2024, On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates, http://dx.doi.org/10.48550/arxiv.2409.13934

Rampal N; Gibson PB; Sherwood S; Abramowitz G; Hobeichi S, 2024, A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation, http://dx.doi.org/10.22541/essoar.171352077.78968815/v2

Rampal N; Gibson PB; Sherwood S; Abramowitz G; Hobeichi S, 2024, A Robust Generative Adversarial Network Approach for Climate Downscaling and Weather Generation, http://dx.doi.org/10.22541/essoar.171352077.78968815/v1

Wang L; Abramowitz G; Wang Y-P; Pitman A; Viscarra Rossel R, 2024, An ensemble estimate of Australian soil organic carbon using machine learning and process-based modelling, http://dx.doi.org/10.5194/egusphere-2023-3016

Abramowitz G; Ukkola A; Hobeichi S; Cranko Page J; Lipson M; De Kauwe M; Green S; Brenner C; Frame J; Nearing G; Clark M; Best M; Anthoni P; Arduini G; Boussetta S; Caldararu S; Cho K; Cuntz M; Fairbairn D; Ferguson C; Kim H; Kim Y; Knauer J; Lawrence D; Luo X; Malyshev S; Nitta T; Ogee J; Oleson K; Ottlé C; Peylin P; de Rosnay P; Rumbold H; Su B; Vuichard N; Walker A; Wang-Faivre X; Wang Y; Zeng Y, 2024, On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results, http://dx.doi.org/10.5194/egusphere-2023-3084

Devanand A; Falster G; Gillett Z; Hobeichi S; Holgate C; Jin C; Mu M; Parker T; Rifai S; Rome K; Stojanovic M; Vogel E; Abram N; Abramowitz G; Coats S; Evans J; Gallant A; Pitman A; Power S; Rauniyar S; Taschetto A; Ukkola A, 2023, Australia’s Tinderbox Drought: an extreme natural event likely worsened by human-caused climate change, http://dx.doi.org/10.31223/x53q2b

Teckentrup L; De Kauwe MG; Abramowitz G; Pitman AJ; Ukkola AM; Hobeichi S; François B; Smith B, 2022, Opening Pandora's box: How to constrain regional projections of the carbon cycle, http://dx.doi.org/10.5194/egusphere-2022-623

Cranko Page J; De Kauwe MG; Abramowitz G; Cleverly J; Hinko-Najera N; Hovenden MJ; Liu Y; Pitman AJ; Ogle K, 2021, Examining the Role of Environmental Memory in the Predictability of Carbon and Water Fluxes Across Australian Ecosystems, http://dx.doi.org/10.5194/bg-2021-254

Hobeichi S; Abramowitz G; Evans J, 2020, Robust historical evapotranspiration trends across climate regimes, http://dx.doi.org/10.5194/hess-2020-595

Abramowitz G; Herger N; Gutmann E; Hammerling D; Knutti R; Leduc M; Lorenz R; Pincus R; Schmidt GA, 2018, Model dependence in multi-model climate ensembles: weighting, sub-selection and out-of-sample testing, http://dx.doi.org/10.5194/esd-2018-51

Herger N; Abramowitz G; Knutti R; Angélil O; Lehmann K; Sanderson BM, 2017, Selecting a climate model subset to optimise key ensemble properties, http://dx.doi.org/10.5194/esd-2017-28

Whitley R; Beringer J; Hutley L; Abramowitz G; De Kauwe MG; Duursma R; Evans B; Haverd V; Li L; Ryu Y; Smith B; Wang Y-P; Williams M; Yu Q, 2015, A model inter-comparison study to examine limiting factors in modelling Australian tropical savannas, http://dx.doi.org/10.5194/bgd-12-18999-2015

De Kauwe MG; Kala J; Lin Y-S; Pitman AJ; Medlyn BE; Duursma RA; Abramowitz G; Wang Y-P; Miralles DG, 2014, A test of an optimal stomatal conductance scheme within the CABLE Land Surface Model, http://dx.doi.org/10.5194/gmdd-7-6845-2014

Exbrayat J-F; Pitman AJ; Abramowitz G, 2014, Response of microbial decomposition to spin-up explains CMIP5 soil carbon range until 2100, http://dx.doi.org/10.5194/gmdd-7-3481-2014

Exbrayat J-F; Pitman AJ; Abramowitz G, 2014, Disentangling residence time and temperature sensitivity of microbial decomposition in a global soil carbon model, http://dx.doi.org/10.5194/bgd-11-4995-2014

Abramowitz G, 2012, Towards a public, standardized, diagnostic benchmarking system for land surface models, http://dx.doi.org/10.5194/gmdd-5-549-2012

Luo YQ; Randerson J; Abramowitz G; Bacour C; Blyth E; Carvalhais N; Ciais P; Dalmonech D; Fisher J; Fisher R; Friedlingstein P; Hibbard K; Hoffman F; Huntzinger D; Jones CD; Koven C; Lawrence D; Li DJ; Mahecha M; Niu SL; Norby R; Piao SL; Qi X; Peylin P; Prentice IC; Riley W; Reichstein M; Schwalm C; Wang YP; Xia JY; Zaehle S; Zhou XH, 2012, A framework of benchmarking land models, http://dx.doi.org/10.5194/bgd-9-1899-2012

Mao J; Phipps SJ; Pitman AJ; Wang YP; Abramowitz G; Pak B, 2011, The CSIRO Mk3L climate system model v1.0 coupled to the CABLE land surface scheme v1.4b: evaluation of the control climatology, http://dx.doi.org/10.5194/gmdd-4-1611-2011

Devanand A; Evans JP; Abramowitz G; Hobeichi S; Pitman AJ, ­­­What is the Probability that a Drought Will Break in Australia?, http://dx.doi.org/10.2139/ssrn.4251061

Grose M; Narsey S; Trancoso R; Mackallah C; Delage F; Dowdy A; Di Virgilio G; Watterson I; Dobrohotoff P; Rashid HA; Rauniyar S; Henley B; Thatcher M; Syktus J; Abramowitz G; Evans JP; Su C-H; Takbash A, A Cmip6-Based Multi-Model Downscaling Ensemble to Underpin Climate Change Services in Australia, http://dx.doi.org/10.2139/ssrn.4210919

Other

Ukkola A; Vogel E; Thomas S; Bende-Michl U; Pitman A; Abramowitz G, 2025, Future drought changes in Australia from multiple projections, http://dx.doi.org/10.5194/egusphere-egu24-1920

Abramowitz G; Ukkola A; Hobeichi S; Cranko Page J; Lipson M; De Kauwe M; Green S; Brenner C; Frame J; Nearing G; Clark M; Best M; Anthoni P; Arduini G; Boussetta S; Caldararu S; Cho K; Cuntz M; Fairbairn D; Ferguson C; Kim H; Kim Y; Knauer J; Lawrence D; Luo X; Malyshev S; Nitta T; Ogee J; Oleson K; Ottlé C; Peylin P; de Rosnay P; Rumbold H; Su B; Vuichard N; Walker A; Wang-Faivre X; Wang Y; Zeng Y, 2024, Supplementary material to "On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results", http://dx.doi.org/10.5194/egusphere-2023-3084-supplement

Cranko Page J; Abramowitz G; De Kauwe MG; Pitman AJ, 2023, Using Machine Learning to Reveal the Relationships Between Plant Functional Traits and Flux Regimes at Eddy-Covariance Towers, http://dx.doi.org/10.5194/egusphere-egu23-10049

Cranko Page J; De Kauwe MG; Abramowitz G; Cleverly J; Hinko-Najera N; Hovenden MJ; Liu Y; Pitman AJ; Ogle K, 2021, Supplementary material to "Examining the Role of Environmental Memory in the Predictability of Carbon and Water Fluxes Across Australian Ecosystems", http://dx.doi.org/10.5194/bg-2021-254-supplement

Ukkola AM; Abramowitz G; De Kauwe MG, 2021, Supplementary material to "A flux tower dataset tailored for land model evaluation", http://dx.doi.org/10.5194/essd-2021-181-supplement

Hobeichi S; Abramowitz G; Evans J, 2020, Supplementary material to "Robust historical evapotranspiration trends across climate regimes", http://dx.doi.org/10.5194/hess-2020-595-supplement

Massari C; Brocca L; Pellarin T; Abramowitz G; Filippucci P; Ciabatta L; Maggioni V; Kerr Y; Fernandez Prieto D, 2019, Supplementary material to "A daily/25 km short-latency rainfall product for data scarce regions based on the integration of the GPM IMERG Early Run with multiple satellite soil moisture products", http://dx.doi.org/10.5194/hess-2019-387-supplement

van der Horst SVJ; Pitman AJ; De Kauwe MG; Ukkola A; Abramowitz G; Isaac P, 2019, Supplementary material to "How representative are FLUXNET measurements of surface fluxes during temperature extremes?", http://dx.doi.org/10.5194/bg-2018-502-supplement

Abramowitz G, 2018, Response to Anonymous Referee #1, Copernicus GmbH, http://dx.doi.org/10.5194/esd-2018-51-ac1

Ukkola AM; Pitman AJ; Decker M; De Kauwe MG; Abramowitz G; Kala J; Wang Y-P, 2015, Supplementary material to "Modelling evapotranspiration during precipitation deficits: identifying critical processes in a land surface model", http://dx.doi.org/10.5194/hessd-12-10789-2015-supplement

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