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G

Gab Abramowitz

climate change research centre

47H指数
187论文数
8.1K被引数
收录论文 68
发表时间
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Downscaling with AI reveals the large role of internal variability in fine-scale projections of climate extremes利用人工智能降尺度揭示内部变率在气候极端事件精细尺度预测中的重要作用
errClimate Dynamics
IF3.7
err2026-07-23
err0
errOAAI
errNeelesh Rampal; Peter B. Gibson; Steven C. Sherwood; Laura E. Queen; Hamish Lewis; Gab Abramowitz
err分享
err收藏
High resolution monthly precipitation isotope estimates across Australia from machine learning来自机器学习的澳大利亚高分辨率月降水同位素估算
errHydrology and Earth System Sciences
IF5.8
err2026-01-30
err0
errOAAI
errGeorgina Falster; Gab Abramowitz; Sanaa Hobeichi; Catherine Hughes; Pauline Treble; Nerilie J. Abram; Michael I. Bird; Alexandre Cauquoin; Bronwyn Dixon; Russell Drysdale; Chenhui Jin; Niels Munksgaard; Bernadette Proemse; Jonathan J. Tyler; Martin Werner; Carol V. Tadros
err分享
err收藏
Using explainable AI to diagnose the representation of environmental drivers in process-based soil organic carbon models使用可解释的AI诊断基于过程的土壤有机碳模型中环境驱动因素的表示
errBIOGEOSCIENCES
IF3.9
err2025-12-09
err0
errOAAI
errWang, Lingfei; Abramowitz, Gab; Wang, Ying-Ping; Pitman, Andy; Ciais, Philippe; Goll, Daniel S.
err分享
err收藏
The role of household electrification in reducing system-wide energy costs in Australia’s National Electricity Market澳大利亚国家电力市场中家庭电气化在降低系统整体能源成本方面的作用
errEnergy Reports
IF5.1
err2025-09-29
err0
errOAAI
errE. Rey-Costa; B. Elliston; D. Green; G. Abramowitz; S. Griffith
err分享
err收藏
Electric vehicle battery storage displacement of grid storage in Australia's renewable future澳大利亚可再生能源未来的电网储能置换电动汽车电池储能
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2025-05-01
err0
errOAAI
errRey-Costa, Elona; Green, Donna; Abramowitz, Gab
err分享
err收藏
Predicting Australian energy demand variability using weather data and machine learning
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2024-12-17
err0
errOAAI
errRichardson, Doug; Hobeichi, Sanaa; Sweet, Lily-belle; Rey-Costa, Elona; Abramowitz, Gab; Pitman, Andrew J.
err分享
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On the predictability of turbulent fluxes from land: PLUMBER2 MIP experimental description and preliminary results关于陆地湍流通量的可预测性: PLUMBER2 MIP实验描述和初步结果
errBIOGEOSCIENCES
IF3.9
err2024-12-12
err0
errOAAI
errAbramowitz, Gab; Ukkola, Anna; Hobeichi, Sanaa; Page, Jon Cranko; Lipson, Mathew; De Kauwe, Martin G.; Green, Samuel; Brenner, Claire; Frame, Jonathan; Nearing, Grey; Clark, Martyn; Best, Martin; Anthoni, Peter; Arduini, Gabriele; Boussetta, Souhail; Caldararu, Silvia; Cho, Kyeungwoo; Cuntz, Matthias; Fairbairn, David; Ferguson, Craig R.; Kim, Hyungjun; Kim, Yeonjoo; Knauer, Jurgen; Lawrence, David; Luo, Xiangzhong; Malyshev, Sergey; Nitta, Tomoko; Ogee, Jerome; Oleson, Keith; Ottle, Catherine; Peylin, Phillipe; de Rosnay, Patricia; Rumbold, Heather; Su, Bob; Vuichard, Nicolas; Walker, Anthony P.; Wang-Faivre, Xiaoni; Wang, Yunfei; Zeng, Yijian
err分享
err收藏
How well do climate modes explain precipitation variability?气候模式如何解释降水变化？
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-12-04
err2
errOAAI
errHobeichi, Sanaa; Abramowitz, Gab; Gupta, Alex Sen; Taschetto, Andrea S.; Richardson, Doug; Rampal, Neelesh; Ayat, Hooman; Alexander, Lisa V.; Pitman, Andrew J.
err分享
err收藏
A Bayesian Framework for the Probabilistic Interpretation of Radar Observations and Severe Hailstorm Reports
errWEATHER AND FORECASTING
IF3.1
err2024-12-01
err0
PREAI
errGreco, Isabelle c.; Sherwood, Steven c.; Raupach, Timothy h.; Abramowitz, Gab
err分享
err收藏
An ensemble estimate of Australian soil organic carbon using machine learning and process-based modelling
errSOIL
IF4.3
err2024-09-10
err1
errOAAI
errWang, Lingfei; Abramowitz, Gab; Wang, Ying-Ping; Pitman, Andy; Viscarra Rossel, Raphael A.
err分享
err收藏
Australia's Tinderbox Drought: An extreme natural event likely worsened by human-caused climate change澳大利亚的Tinderbox干旱: 人为造成的气候变化可能加剧了极端自然事件
errSCIENCE ADVANCES
IF12.5
err2024-03-08
err9
errOAAI
errDevanand, Anjana; Falster, Georgina M.; Gillett, Zoe E.; Hobeichi, Sanaa; Holgate, Chiara M.; Jin, Chenhui; Mu, Mengyuan; Parker, Tess; Rifai, Sami W.; Rome, Kathleen S.; Stojanovic, Milica; Vogel, Elisabeth; Abram, Nerilie J.; Abramowitz, Gab; Coats, Sloan; Evans, Jason P.; Gallant, Ailie J. E.; Pitman, Andy J.; Power, Scott B.; Rauniyar, Surendra P.; Taschetto, Andrea S.; Ukkola, Anna M.
err分享
err收藏
Firming 100% renewable power: Costs and opportunities in Australia's National Electricity Market
errRENEWABLE ENERGY
IF9.1
err2023-12-01
err11
errOAAI
errRey-Costa, Elona; Elliston, Ben; Green, Donna; Abramowitz, Gab
err分享
err收藏
Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2023-10-25
err36
errOAAI
errLipson, Mathew J.; Grimmond, Sue; Best, Martin; Abramowitz, Gab; Coutts, Andrew; Tapper, Nigel; Baik, Jong-Jin; Beyers, Meiring; Blunn, Lewis; Boussetta, Souhail; Bou-Zeid, Elie; De Kauwe, Martin G.; de Munck, Cecile; Demuzere, Matthias; Fatichi, Simone; Fortuniak, Krzysztof; Han, Beom-Soon; Hendry, Margaret A.; Kikegawa, Yukihiro; Kondo, Hiroaki; Lee, Doo-Il; Lee, Sang-Hyun; Lemonsu, Aude; Machado, Tiago; Manoli, Gabriele; Martilli, Alberto; Masson, Valery; McNorton, Joe; Meili, Naika; Meyer, David; Nice, Kerry A.; Oleson, Keith W.; Park, Seung-Bu; Roth, Michael; Schoetter, Robert; Simon-Moral, Andres; Steeneveld, Gert-Jan; Sun, Ting; Takane, Yuya; Thatcher, Marcus; Tsiringakis, Aristofanis; Varentsov, Mikhail; Wang, Chenghao; Wang, Zhi-Hua; Pitman, Andy J.
err分享
err收藏
What is the probability that a drought will break in Australia?
errWEATHER AND CLIMATE EXTREMES
IF6.9
err2023-09-01
err5
errOAAI
errDevanand, Anjana; Evans, Jason P.; Abramowitz, Gab; Hobeichi, Sanaa; Pitman, Andy J.
err分享
err收藏
Comparison of a novel machine learning approach with dynamical downscaling for Australian precipitation一种新的机器学习方法与澳大利亚降水动态降尺度的比较
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2023-08-07
err6
errOAAI
errNishant, Nidhi; Hobeichi, Sanaa; Sherwood, Steven; Abramowitz, Gab; Shao, Yawen; Bishop, Craig; Pitman, Andy
err分享
err收藏
Non-Stationary Lags and Legacies in Ecosystem Flux Response to Antecedent Rainfall
errJOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES
IF3.5
err2023-05-17
err4
errOAAI
errCranko Page, Jon; De Kauwe, Martin G.; Abramowitz, Gab; Pitman, Andy J.
err分享
err收藏
Opening Pandora's box: reducing global circulation model uncertainty in Australian simulations of the carbon cycle打开潘多拉魔盒: 降低澳大利亚碳循环模拟中的全球循环模型不确定性
errEARTH SYSTEM DYNAMICS
IF7.2
err2023-05-05
err0
errOAAI
errTeckentrup, Lina; De Kauwe, Martin G.; Abramowitz, Gab; Pitman, Andrew J.; Ukkola, Anna M.; Hobeichi, Sanaa; Francois, Bastien; Smith, Benjamin
err分享
err收藏
A CMIP6-based multi-model downscaling ensemble to underpin climate change services in Australia
errCLIMATE SERVICES
IF4.5
err2023-04-01
err29
errOAAI
errGrose, Michael R.; Narsey, Sugata; Trancoso, Ralph; Mackallah, Chloe; Delage, Francois; Dowdy, Andrew; Di Virgilio, Giovanni; Watterson, Ian; Dobrohotoff, Peter; Rashid, Harun A.; Rauniyar, Surendra; Henley, Ben; Thatcher, Marcus; Syktus, Jozef; Abramowitz, Gab; Evans, Jason P.; Su, Chun -Hsu; Takbash, Alicia
err分享
err收藏
Using Machine Learning to Cut the Cost of Dynamical Downscaling
errEARTHS FUTURE
IF8.2
err2023-03-06
err10
errOAAI
errHobeichi, Sanaa; Nishant, Nidhi; Shao, Yawen; Abramowitz, Gab; Pitman, Andy; Sherwood, Steve; Bishop, Craig; Green, Samuel
err分享
err收藏
Examining the role of environmental memory in the predictability of carbon and water fluxes across Australian ecosystems
errBIOGEOSCIENCES
IF3.9
err2022-04-05
err10
errOAAI
errPage, Jon Cranko; De Kauwe, Martin G.; Abramowitz, Gab; Cleverly, Jamie; Hinko-Najera, Nina; Hovenden, Mark J.; Liu, Yao; Pitman, Andy J.; Ogle, Kiona
err分享
err收藏

研究方向

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