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Associate Professor Yi Liu

Associate Professor

Ph.D., Remote Sensing in Hydrology, 2012, UNSW, Australia
M.Sc., Hydrology, 2007, Vrije Universiteit Amsterdam, Netherlands
M.Sc., Environment and Resource Management, 2005, Vrije Universiteit Amsterdam, Netherlands

Engineering

Civil and Environmental Engineering

Associate Professor in the School of Civil and Environmental Engineering

Research Interests:

Earth Observation
Ecohydrology
Climate Change & Extreme Events

E-mail

yi.liu@unsw.edu.au

Location

Room 112, Civil Engineering Building (H20) Kensington Campus

Book Chapters | 2011

Brouwer R; Hess S; Liu Y; van Beukering P; Garcia S, 2011, 'A hedonic price model of coral reef quality in Hawaii', in The International Handbook on Non-Market Environmental Valuation, pp. 37 - 59
Journal articles | 2024

Liu S; McVicar TR; Wu X; Cao X; Liu Y, 2024, 'Assessing the relative importance of dry-season incoming solar radiation and water storage dynamics during the 2005, 2010 and 2015 southern Amazon droughts: Not all droughts are created equal', Environmental Research Letters, 19, http://dx.doi.org/10.1088/1748-9326/ad281e

Journal articles | 2023

Dou Y; Tian F; Wigneron JP; Tagesson T; Du J; Brandt M; Liu Y; Zou L; Kimball JS; Fensholt R, 2023, 'Reliability of using vegetation optical depth for estimating decadal and interannual carbon dynamics', Remote Sensing of Environment, 285, http://dx.doi.org/10.1016/j.rse.2022.113390

Journal articles | 2023

Huang H; Xi G; Ji F; Liu Y; Wang H; Xie Y, 2023, 'Spatial and Temporal Variation in Vegetation Cover and Its Response to Topography in the Selinco Region of the Qinghai-Tibet Plateau', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15164101

Journal articles | 2023

Li S; Wang G; Zhu C; Hannemann M; Poyatos R; Lu J; Li J; Ullah W; Hagan DFT; García-García A; Liu Y; Liu Q; Ma S; Liu Q; Sun S; Zhao F; Peng J, 2023, 'Spatial patterns and recent temporal trends in global transpiration modelled using eco-evolutionary optimality', Agricultural and Forest Meteorology, 342, http://dx.doi.org/10.1016/j.agrformet.2023.109702

Journal articles | 2023

Li S; Wang G; Zhu C; Lu J; Ullah W; Fiifi Tawia Hagan D; Kattel G; Liu Y; Zhang Z; Song Y; Sun S; Zheng Y; Peng J, 2023, 'Vegetation growth due to CO2 fertilization is threatened by increasing vapor pressure deficit', Journal of Hydrology, 619, http://dx.doi.org/10.1016/j.jhydrol.2023.129292

Journal articles | 2023

Liu Y; Donat MG; England MH; Alexander LV; Hirsch AL; Delgado-Torres C, 2023, 'Enhanced multi-year predictability after El Niño and La Niña events', Nature Communications, 14, http://dx.doi.org/10.1038/s41467-023-42113-9

Journal articles | 2023

Liu Y; Feng Y; Wu D; Chen X; Gao W, 2023, 'Virtual modelling integrated phase field method for dynamic fracture analysis', International Journal of Mechanical Sciences, 252, http://dx.doi.org/10.1016/j.ijmecsci.2023.108372

Journal articles | 2023

Liu Y; Xie Y; Guo Z; Xi G, 2023, 'Effects of Climate Variability and Human Activities on Vegetation Dynamics across the Qinghai–Tibet Plateau from 1982 to 2020', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15204988

Journal articles | 2023

Song W; Feng A; Wang G; Zhang Q; Dai W; Wei X; Hu Y; Amankwah SOY; Zhou F; Liu Y, 2023, 'Bi-Objective Crop Mapping from Sentinel-2 Images Based on Multiple Deep Learning Networks', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15133417

Journal articles | 2023

Sun S; Bi Z; Xiao J; Liu Y; Sun G; Ju W; Liu C; Mu M; Li J; Zhou Y; Li X; Liu Y; Chen H, 2023, 'A global 5km monthly potential evapotranspiration dataset (1982-2015) estimated by the Shuttleworth-Wallace model', Earth System Science Data, 15, pp. 4849 - 4876, http://dx.doi.org/10.5194/essd-15-4849-2023

Journal articles | 2023

Sun S; Zhang Y; Chai R; Liu Y; Mu M; Zhou B; Zhou Y; Li J; Chen H, 2023, 'Spatial differences in impacts of CO2 effect on China's meteorological droughts: Analysis from surface resistance perspective', Journal of Hydrology, 621, http://dx.doi.org/10.1016/j.jhydrol.2023.129568

Journal articles | 2023

Tao S; Ao Z; Wigneron JP; Saatchi S; Ciais P; Chave J; Le Toan T; Frison PL; Hu X; Chen C; Fan L; Wang M; Zhu J; Zhao X; Li X; Liu X; Su Y; Hu T; Guo Q; Wang Z; Tang Z; Liu YY; Fang J, 2023, 'A global long-term, high-resolution satellite radar backscatter data record (1992-2022+): merging C-band ERS/ASCAT and Ku-band QSCAT', Earth System Science Data, 15, http://dx.doi.org/10.5194/essd-15-1577-2023

Journal articles | 2023

Tao S; Wigneron JP; Chave J; Tang Z; Wang Z; Zhu J; Guo Q; Liu YY; Ciais P, 2023, 'Little evidence that Amazonian rainforests are approaching a tipping point', Nature Climate Change, 13, pp. 1317 - 1320, http://dx.doi.org/10.1038/s41558-023-01853-8

Journal articles | 2023

Xi G; Ma C; Xie Y; Guo Z; Bao T; Zhang X; Liu Y; Wang H, 2023, 'Spatialization method of monitoring grazing intensity: A case-study of the Tibet Selinco basin, Qinghai-Tibet Plateau', Land Degradation and Development, 34, pp. 1311 - 1322, http://dx.doi.org/10.1002/ldr.4534

Journal articles | 2022

Bi Z; Sun S; Shen H; Liu Y; Ren Y; Li J; Lin B, 2022, 'Systematic assessment of GPM IMERG V06 precipitation products with dense rain gauge observations over Zhejiang Province, China', International Journal of Climatology, 42, pp. 9471 - 9493, http://dx.doi.org/10.1002/joc.7838

Journal articles | 2022

Liu J; Hagan DFT; Holmes TR; Liu Y, 2022, 'An Analysis of Spatio-Temporal Relationship between Satellite-Based Land Surface Temperature and Station-Based Near-Surface Air Temperature over Brazil', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14174420

Journal articles | 2022

Liu YY; Xie YW; Guo ZC, 2022, 'Monitoring atmospheric NO2 concentrations in China based on Sentinel-5P satellite products', Zhongguo Huanjing Kexue/China Environmental Science, 42, pp. 4983 - 4990

Journal articles | 2022

Sun S; Liu Y; Chen H; Ju W; Xu CY; Liu Y; Zhou B; Zhou Y; Zhou Y; Yu M, 2022, 'Causes for the increases in both evapotranspiration and water yield over vegetated mainland China during the last two decades', Agricultural and Forest Meteorology, 324, http://dx.doi.org/10.1016/j.agrformet.2022.109118

Journal articles | 2022

Wang G; Ma X; Hagan DFT; van der Schalie R; Kattel G; Ullah W; Tao L; Miao L; Liu Y, 2022, 'Towards Consistent Soil Moisture Records from China's FengYun-3 Microwave Observations', REMOTE SENSING, 14, http://dx.doi.org/10.3390/rs14051225

Journal articles | 2022

Zhang H; Liu Y, 2022, 'Opposite eco-hydrological processes in flood and drought years caused comparable anomaly in dry-season canopy growth over southern Amazon', Environmental Research Letters, 17, http://dx.doi.org/10.1088/1748-9326/ac9852

Journal articles | 2021

Chen X; Ciais P; Maignan F; Zhang Y; Bastos A; Liu L; Bacour C; Fan L; Gentine P; Goll D; Green J; Kim H; Li L; Liu Y; Peng S; Tang H; Viovy N; Wigneron J-P; Wu J; Yuan W; Zhang H, 2021, 'Vapor Pressure Deficit and Sunlight Explain Seasonality of Leaf Phenology and Photosynthesis Across Amazonian Evergreen Broadleaved Forest', GLOBAL BIOGEOCHEMICAL CYCLES, 35, http://dx.doi.org/10.1029/2020GB006893

Journal articles | 2021

Ciais P; Yao Y; Gasser T; Baccini A; Wang Y; Lauerwald R; Peng S; Bastos A; Li W; Raymond PA; Canadell JG; Peters GP; Andres RJ; Chang J; Yue C; Dolman AJ; Haverd V; Hartmann J; Laruelle G; Konings AG; King AW; Liu Y; Luyssaert S; Maignan F; Patra PK; Peregon A; Regnier P; Pongratz J; Poulter B; Shvidenko A; Valentini R; Wang R; Broquet G; Yin Y; Zscheischler J; Guenet B; Goll DS; Ballantyne A-P; Yang H; Qiu C; Zhu D, 2021, 'Empirical estimates of regional carbon budgets imply reduced global soil heterotrophic respiration', NATIONAL SCIENCE REVIEW, 8, http://dx.doi.org/10.1093/nsr/nwaa145

Journal articles | 2021

Kim S; Sharma A; Liu Y; Young SI, 2021, 'Rethinking Satellite Data Merging: From Averaging to SNR Optimization', IEEE Transactions on Geoscience and Remote Sensing, 60, pp. 1 - 15, http://dx.doi.org/10.1109/TGRS.2021.3107028

Journal articles | 2021

Li S; Wang G; Sun S; Hagan DFT; Chen T; Dolman H; Liu Y, 2021, 'Long-term changes in evapotranspiration over China and attribution to climatic drivers during 1980-2010', JOURNAL OF HYDROLOGY, 595, http://dx.doi.org/10.1016/j.jhydrol.2021.126037

Journal articles | 2021

Liu J; Hagan DFT; Liu Y, 2021, 'Global Land Surface Temperature Change (2003-2017) and Its Relationship with Climate Drivers: AIRS, MODIS, and ERA5-Land Based Analysis', REMOTE SENSING, 13, http://dx.doi.org/10.3390/rs13010044

Journal articles | 2021

Sun S; Bi Z; Zhou S; Wang H; Li Q; Liu Y; Wang G; Li S; Chen H; Zhou Y, 2021, 'Spatiotemporal shifts in key hydrological variables and dominant factors over China', HYDROLOGICAL PROCESSES, 35, http://dx.doi.org/10.1002/hyp.14319

Journal articles | 2021

Wang M; Fan L; Frappart F; Ciais P; Sun R; Liu Y; Li X; Liu X; Moisy C; Wigneron J-P, 2021, 'An alternative AMSR2 vegetation optical depth for monitoring vegetation at large scales', REMOTE SENSING OF ENVIRONMENT, 263, http://dx.doi.org/10.1016/j.rse.2021.112556

Journal articles | 2021

Zhang H; Hagan DFT; Dalagnol R; Liu Y, 2021, 'Forest Canopy Changes in the Southern Amazon during the 2019 Fire Season Based on Passive Microwave and Optical Satellite Observations', REMOTE SENSING, 13, http://dx.doi.org/10.3390/rs13122238

Journal articles | 2020

Hagan DFT; Wang G; Kim S; Parinussa RM; Liu Y; Ullah W; Bhatti AS; Ma X; Jiang T; Su B, 2020, 'Maximizing Temporal Correlations in Long-Term Global Satellite Soil Moisture Data-Merging', Remote Sensing, 12, pp. 2164 - 2164, http://dx.doi.org/10.3390/rs12132164

Journal articles | 2020

Kim S; Pham H; Liu YY; Marshall L; Sharma A, 2020, 'Improving the combination of satellite soil moisture datasets by considering error cross-correlation: A comparison between triple collocation (TC) and extended double instrumental variable (EIVD) alternatives', IEEE Transactions on Geoscience and Remote Sensing, 59, pp. 7285 - 7295, http://dx.doi.org/10.1109/TGRS.2020.3032418

Journal articles | 2020

Terrer C; Jackson RB; Prentice IC; Keenan TF; Kaiser C; Vicca S; Fisher JB; Reich PB; Stocker BD; Hungate BA; Peñuelas J; McCallum I; Soudzilovskaia NA; Cernusak LA; Talhelm AF; Van Sundert K; Piao S; Newton PCD; Hovenden MJ; Blumenthal DM; Liu YY; Müller C; Winter K; Field CB; Viechtbauer W; Van Lissa CJ; Hoosbeek MR; Watanabe M; Koike T; Leshyk VO; Polley HW; Franklin O, 2020, 'Author Correction: Nitrogen and phosphorus constrain the CO2 fertilization of global plant biomass (Nature Climate Change, (2019), 9, 9, (684-689), 10.1038/s41558-019-0545-2)', Nature Climate Change, 10, pp. 696 - 697, http://dx.doi.org/10.1038/s41558-020-0808-y

Journal articles | 2019

Burrell AL; Evans JP; Liu Y, 2019, 'The Addition of Temperature to the TSS-RESTREND Methodology Significantly Improves the Detection of Dryland Degradation', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12, pp. 2342 - 2348, http://dx.doi.org/10.1109/JSTARS.2019.2906466

Journal articles | 2019

Jiang Y; Zhou L; Tucker CJ; Raghavendra A; Hua W; Liu YY; Joiner J, 2019, 'Widespread increase of boreal summer dry season length over the Congo rainforest', Nature Climate Change, 9, pp. 617 - 622, http://dx.doi.org/10.1038/s41558-019-0512-y

Journal articles | 2019

Terrer C; Jackson RB; Prentice IC; Keenan TF; Kaiser C; Vicca S; Fisher JB; Reich PB; Stocker BD; Hungate BA; Peñuelas J; McCallum I; Soudzilovskaia NA; Cernusak LA; Talhelm AF; Van Sundert K; Piao S; Newton PCD; Hovenden MJ; Blumenthal DM; Liu YY; Müller C; Winter K; Field CB; Viechtbauer W; Van Lissa CJ; Hoosbeek MR; Watanabe M; Koike T; Leshyk VO; Polley HW; Franklin O, 2019, 'Nitrogen and phosphorus constrain the CO2 fertilization of global plant biomass', Nature Climate Change, 9, pp. 684 - 689, http://dx.doi.org/10.1038/s41558-019-0545-2

Journal articles | 2019

Tong X; Tian F; Brandt M; Liu Y; Zhang W; Fensholt R, 2019, 'Trends of land surface phenology derived from passive microwave and optical remote sensing systems and associated drivers across the dry tropics 1992-2012', REMOTE SENSING OF ENVIRONMENT, 232, http://dx.doi.org/10.1016/j.rse.2019.111307

Journal articles | 2019

Wei F; Wang S; Fu B; Wang L; Liu YY; Li Y, 2019, 'African dryland ecosystem changes controlled by soil water', Land Degradation and Development, 30, pp. 1564 - 1573, http://dx.doi.org/10.1002/ldr.3342

Journal articles | 2018

Chaivaranont W; Evans JP; Liu YY; Sharples JJ, 2018, 'Estimating grassland curing with remotely sensed data', Natural Hazards and Earth System Sciences, 18, pp. 1535 - 1554, http://dx.doi.org/10.5194/nhess-18-1535-2018

Journal articles | 2018

Chen X; Liu YY; Evans JP; Parinussa RM; van Dijk AIJM; Yebra M, 2018, 'Estimating fire severity and carbon emissions over Australian tropical savannahs based on passive microwave satellite observations', International Journal of Remote Sensing, 39, pp. 6479 - 6498, http://dx.doi.org/10.1080/01431161.2018.1460507

Journal articles | 2018

Ge L; Hang R; Liu Y; Liu Q, 2018, 'Comparing the Performance of Neural Network and Deep Convolutional Neural Network in Estimating Soil Moisture from Satellite Observations', REMOTE SENSING, 10, http://dx.doi.org/10.3390/rs10091327

Journal articles | 2018

Kondo M; Ichii K; Patra PK; Canadell JG; Poulter B; Sitch S; Calle L; Liu YY; Van Dijk AIJM; Saeki T; Saigusa N; Friedlingstein P; Arneth A; Harper A; Jain AK; Kato E; Koven C; Li F; Pugh TAM; Zaehle S; Wiltshire A; Chevallier F; Maki T; Nakamura T; Niwa Y; Rödenbeck C, 2018, 'Land use change and El Niño-Southern Oscillation drive decadal carbon balance shifts in Southeast Asia', Nature Communications, 9, http://dx.doi.org/10.1038/s41467-018-03374-x

Journal articles | 2018

Liu YY; van Dijk AIJM; Miralles DG; McCabe MF; Evans JP; de Jeu RAM; Gentine P; Huete A; Parinussa RM; Wang L; Guan K; Berry J; Restrepo-Coupe N, 2018, 'Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts', Remote Sensing of Environment, 211, pp. 26 - 37, http://dx.doi.org/10.1016/j.rse.2018.03.035

Journal articles | 2018

Parinussa RM; Wang G; Liu Y; Lou D; Hagan DFT; Zhan M; Su B; Jiang T, 2018, 'Improved surface soil moisture anomalies from Fengyun-3B over the Jiangxi province of the People's Republic of China', INTERNATIONAL JOURNAL OF REMOTE SENSING, 39, pp. 8950 - 8962, http://dx.doi.org/10.1080/01431161.2018.1500729

Journal articles | 2018

Teubner IE; Forkel M; Jung M; Liu YY; Miralles DG; Parinussa R; van der Schalie R; Vreugdenhil M; Schwalm CR; Tramontana G; Camps-Valls G; Dorigo WA, 2018, 'Assessing the relationship between microwave vegetation optical depth and gross primary production', International Journal of Applied Earth Observation and Geoinformation, 65, pp. 79 - 91, http://dx.doi.org/10.1016/j.jag.2017.10.006

Journal articles | 2018

Yan G; Liu Y; Chen X, 2018, 'Evaluating satellite-based precipitation products in monitoring drought events in southwest China', International Journal of Remote Sensing, 39, pp. 3186 - 3214, http://dx.doi.org/10.1080/01431161.2018.1433892

Journal articles | 2017

Chaivaranont W; Evans JP; Liu YY; Sharples JJ, 2017, 'Estimating Grassland Curing with Remotely Sensed Data', , http://dx.doi.org/10.5194/nhess-2017-101

Journal articles | 2017

Dorigo W; Wagner W; Albergel C; Albrecht F; Balsamo G; Brocca L; Chung D; Ertl M; Forkel M; Gruber A; Haas E; Hamer PD; Hirschi M; Ikonen J; de Jeu R; Kidd R; Lahoz W; Liu YY; Miralles D; Mistelbauer T; Nicolai-Shaw N; Parinussa R; Pratola C; Reimer C; van der Schalie R; Seneviratne SI; Smolander T; Lecomte P, 2017, 'ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions', Remote Sensing of Environment, 203, pp. 185 - 215, http://dx.doi.org/10.1016/j.rse.2017.07.001

Journal articles | 2017

Exbrayat JF; Liu YY; Williams M, 2017, 'Impact of deforestation and climate on the Amazon Basin's above-ground biomass during', Scientific Reports, 7, http://dx.doi.org/10.1038/s41598-017-15788-6

Journal articles | 2017

Fita L; Evans JP; Argüeso D; King A; Liu Y, 2017, 'Evaluation of the regional climate response in Australia to large-scale climate modes in the historical NARCliM simulations', Climate Dynamics, 49, pp. 2815 - 2829, http://dx.doi.org/10.1007/s00382-016-3484-x

Journal articles | 2017

Kim S; Balakrishnan K; Liu Y; Johnson F; Sharma A, 2017, 'Spatial Disaggregation of Coarse Soil Moisture Data by Using High-Resolution Remotely Sensed Vegetation Products', IEEE Geoscience and Remote Sensing Letters, 14, pp. 1604 - 1608, http://dx.doi.org/10.1109/LGRS.2017.2725945

Journal articles | 2017

Li W; Ciais P; Peng S; Yue C; Wang Y; Thurner M; Saatchi SS; Arneth A; Avitabile V; Carvalhais N; Harper AB; Kato E; Koven C; Liu YY; Nabel JEMS; Pan Y; Pongratz J; Poulter B; Pugh TAM; Santoro M; Sitch S; Stocker BD; Viovy N; Wiltshire A; Yousefpour R; Zaehle S, 2017, 'Land-use and land-cover change carbon emissions between 1901 and 2012 constrained by biomass observations', Biogeosciences, 14, pp. 5053 - 5067, http://dx.doi.org/10.5194/bg-14-5053-2017

Journal articles | 2017

Reuter M; Buchwitz M; Hilker M; Heymann J; Bovensmann H; Burr Ows JP; Houweling S; Liu YY; Nassar R; Chevallier F; Ciais P; Marshall J; Reichstein M, 2017, 'How much CO2 is taken up by the European terrestrial biosphere?', Bulletin of the American Meteorological Society, 98, pp. 665 - 671, http://dx.doi.org/10.1175/BAMS-D-15-00310.1

Journal articles | 2017

Tian F; Brandt M; Liu YY; Rasmussen K; Fensholt R, 2017, 'Mapping gains and losses in woody vegetation across global tropical drylands', Global Change Biology, 23, pp. 1748 - 1760, http://dx.doi.org/10.1111/gcb.13464

Journal articles | 2017

Parinussa RM; Wang G; Liu YY; Hagan DFT; Lin F; Schalie RVD; de Jeu RAM, 2017, 'The evaluation of single-sensor surface soil moisture anomalies over the mainland of the People's Republic of China', , http://dx.doi.org/10.3390/rs9020149

Journal articles | 2016

Chen T; McVicar TR; Wang G; Chen X; De Jeu RAM; Liu YY; Shen H; Zhang F; Dolman AJ, 2016, 'Advantages of using microwave satellite soil moisture over gridded precipitation products and land surface model output in assessing regional vegetationwater availability and growth dynamics for a lateral inflow receiving landscape', Remote Sensing, 8, http://dx.doi.org/10.3390/rs8050428

Journal articles | 2016

Chen T; Wang G; Yuan W; Li A; Liu YY, 2016, 'Asymmetric NDVI trends of the two cropping seasons in the Huai River basin', Remote Sensing Letters, 7, pp. 61 - 70, http://dx.doi.org/10.1080/2150704X.2015.1109156

Journal articles | 2016

Holgate CM; De Jeu RAM; van Dijk AIJM; Liu YY; Renzullo LJ; Vinodkumar ; Dharssi I; Parinussa RM; Van Der Schalie R; Gevaert A; Walker J; McJannet D; Cleverly J; Haverd V; Trudinger CM; Briggs PR, 2016, 'Comparison of remotely sensed and modelled soil moisture data sets across Australia', Remote Sensing of Environment, 186, pp. 479 - 500, http://dx.doi.org/10.1016/j.rse.2016.09.015

Journal articles | 2016

Kim S; Parinussa RM; Liu YY; Johnson FM; Sharma A, 2016, 'Merging alternate remotely-sensed soil moisture retrievals using a non-static model combination approach', Remote Sensing, 8, pp. 518, http://dx.doi.org/10.3390/rs8060518

Journal articles | 2016

Miralles DG; Nieto R; McDowell NG; Dorigo WA; Verhoest NEC; Liu YY; Teuling AJ; Dolman AJ; Good SP; Gimeno L, 2016, 'Contribution of water-limited ecoregions to their own supply of rainfall', Environmental Research Letters, 11, pp. 124007, http://dx.doi.org/10.1088/1748-9326/11/12/124007

Journal articles | 2016

Murray-Tortarolo G; Friedlingstein P; Sitch S; Jaramillo VJ; Murguia-Flores F; Anav A; Liu Y; Arneth A; Arvanitis A; Harper A; Jain A; Kato E; Koven C; Poulter B; Stocker BD; Wiltshire A; Zaehle S; Zeng N, 2016, 'The carbon cycle in Mexico: Past, present and future of C stocks and fluxes', Biogeosciences, 13, pp. 223 - 238, http://dx.doi.org/10.5194/bg-13-223-2016

Journal articles | 2016

Murray-Tortarolo G; Friedlingstein P; Sitch S; Seneviratne SI; Fletcher I; Mueller B; Greve P; Anav A; Liu Y; Ahlström A; Huntingford C; Levis S; Levy P; Lomas M; Poulter B; Viovy N; Zaehle S; Zeng N, 2016, 'The dry season intensity as a key driver of NPP trends', Geophysical Research Letters, 43, pp. 2632 - 2639, http://dx.doi.org/10.1002/2016GL068240

Journal articles | 2016

Naseem B; Ajami H; Liu Y; Cordery I; Sharma A, 2016, 'Multi-objective assessment of three remote sensing vegetation products for streamflow prediction in a conceptual ecohydrological model', Journal of Hydrology, 543, pp. 686 - 705, http://dx.doi.org/10.1016/j.jhydrol.2016.10.038

Journal articles | 2016

Smith WK; Reed SC; Cleveland CC; Ballantyne AP; Anderegg WRL; Wieder WR; Liu YY; Running SW, 2016, 'Large divergence of satellite and Earth system model estimates of global terrestrial CO2 fertilization', Nature Climate Change, 6, pp. 306 - 310, http://dx.doi.org/10.1038/nclimate2879

Journal articles | 2016

Tian F; Brandt M; Liu YY; Verger A; Tagesson T; Diouf AA; Rasmussen K; Mbow C; Wang Y; Fensholt R, 2016, 'Remote sensing of vegetation dynamics in drylands: Evaluating vegetation optical depth (VOD) using AVHRR NDVI and in situ green biomass data over West African Sahel', Remote Sensing of Environment, 177, pp. 265 - 276, http://dx.doi.org/10.1016/j.rse.2016.02.056

Journal articles | 2016

Zhang Y; Peña-Arancibia JL; McVicar TR; Chiew FHS; Vaze J; Liu C; Lu X; Zheng H; Wang Y; Liu YY; Miralles DG; Pan M, 2016, 'Multi-decadal trends in global terrestrial evapotranspiration and its components', Scientific Reports, 6, http://dx.doi.org/10.1038/srep19124

Journal articles | 2016

van Marle MJE; van der Werf GR; de Jeu RAM; Liu YY, 2016, 'Annual South American forest loss estimates based on passive microwave remote sensing (1990-2010)', Biogeosciences, 13, pp. 609 - 624, http://dx.doi.org/10.5194/bg-13-609-2016

Journal articles | 2015

Aaron-Morrison AP; Ackerman SA; Adams NG; Adler RF; Albanil A; Alfaro EJ; Allan R; Alves LM; Amador JA; Andreassen LM; Arendt A; Arévalo J; Arndt DS; Arzhanova NM; Aschan MM; Azorin-Molina C; Banzon V; Bardin MU; Barichivich J; Baringer MO; Barreira S; Baxter S; Bazo J; Becker A; Bedka KM; Behrenfeld MJ; Bell GD; Belmont M; Benedetti A; Bernhard G; Berrisford P; Berry DI; Bettolli ML; Bhatt US; Bidegain M; Bill BD; Billheimer S; Bissolli P; Blake ES; Blunden J; Bosilovich MG; Boucher O; Boudet D; Box JE; Boyer T; Braathen GO; Bromwich DH; Brown R; Bulygina ON; Burgess D; Calderón B; Camargo SJ; Campbell JD; Cappelen J; Carrasco G; Carter BR; Chambers DP; Chandler E; Christiansen HH; Christy JR; Chung D; Chung ES; Cinque K; Clem KR; Coelho CA; Cogley JG; Coldewey-Egbers M; Colwell S; Cooper OR; Copland L; Cosca CE; Cross JN; Crotwell MJ; Crouch J; Davis SM; De Eyto E; De Jeu RAM; De Laat J; Degasperi CL; Degenstein D; Demircan M; Derksen C; Destin D; Di Girolamo L; Di Giuseppe F; Diamond HJ; Dlugokencky EJ; Dohan K; Dokulil MT; Dolgov AV; Dolman AJ; Domingues CM; Donat MG; Dong S; Dorigo WA; Dortch Q; Doucette G; Drozdov DS; Ducklow H; Dunn RJH, 2015, 'State of the climate in 2014', Bulletin of the American Meteorological Society, 96, pp. S1 - S267, http://dx.doi.org/10.1175/2015bamsstateoftheclimate.1

Journal articles | 2015

Kim S; Liu YY; Johnson FM; Parinussa RM; Sharma A, 2015, 'A global comparison of alternate AMSR2 soil moisture products: Why do they differ?', Remote Sensing of Environment, 161, pp. 43 - 62, http://dx.doi.org/10.1016/j.rse.2015.02.002

Journal articles | 2015

Kim S; Parinussa RM; Liu YY; Johnson FM; Sharma A, 2015, 'A framework for combining multiple soil moisture retrievals based on maximizing temporal correlation', Geophysical Research Letters, 42, pp. 6662 - 6670, http://dx.doi.org/10.1002/2015GL064981

Journal articles | 2015

Liu YY; Van Dijk AIJM; De Jeu RAM; Canadell JG; McCabe MF; Evans JP; Wang G, 2015, 'Recent reversal in loss of global terrestrial biomass', Nature Climate Change, 5, pp. 470 - 474, http://dx.doi.org/10.1038/nclimate2581

Journal articles | 2014

Blunden J; Arndt DS; Willett KM; Dolman AJ; Hurst DF; Rennie J; Thorne PW; Donat MG; Dunn RJH; Long CS; Christy JR; Noetzli J; Christiansen HH; Gugliemin M; Romanovsky VE; Shiklomanov NI; Smith SL; Zhao L; Robinson DA; Pelto MS; Mears CA; Ho SOB; Peng L; Wang J; Vose RS; Hilburn K; Yin X; Kruk MC; Becker A; Foster MJ; Ackerman SA; Heidinger AK; Maddux BC; Stengel M; Kim H; Oki T; Rodell M; Chambers DP; Famiglietti JS; Dorigo WA; Chung D; Parinussa RM; Reimer C; Hahn S; Liu YY; Wagner WW; de Jeu RAM; Paulik C; Wang G; Allan R; Folland CK; Tobin I; Berrisford P; Vautard R; McVicar TR; Kratz DP; Stackhouse PW; Wong T; Sawaengphokhai P; Wilber AC; Gupta SK; Loeb NG; Lantz KO; Dlugokencky EJ; Hall BD; Montzka SA; Dutton GS; Mühle J; Elkins JW; Benedetti A; Jones LT; Kaiser JW; Morcrette JJ; Rémy S; Weber M; Steinbrecht W; van der A. RJ; Coldewey-Egbers M; Fioletov VE; Frith SM; Loyola D; Wild JD; Davis SM; Rosenlof KH; Cooper OR; Ziemke J; Flemming J; Inness A; Quegan S; Ciais P; Santoro M; Pinty B; Gobron N; van der Werf GR; Newlin ML; Gregg MC; Xue Y; Hu ZZ; Kumar A; Banzon V, 2014, 'State of the climate in 2013', Bulletin of the American Meteorological Society, 95, pp. S1 - S279, http://dx.doi.org/10.1175/2014BAMSStateoftheClimate.1

Journal articles | 2014

Chen T; de Jeu RAM; Liu YY; van der Werf GR; Dolman AJ, 2014, 'Using satellite based soil moisture to quantify the water driven variability in NDVI: A case study over mainland Australia', Remote Sensing of Environment, 140, pp. 330 - 338, http://dx.doi.org/10.1016/j.rse.2013.08.022

Journal articles | 2014

Parinussa RM; Wang G; Holmes TRH; Liu YY; Dolman AJ; de Jeu RAM; Jiang T; Zhang P; Shi J, 2014, 'Global surface soil moisture from the Microwave Radiation Imager onboard the Fengyun-3B satellite', International Journal of Remote Sensing, 35, pp. 7007 - 7029, http://dx.doi.org/10.1080/01431161.2014.960622

Journal articles | 2014

Poulter B; Frank D; Ciais P; Myneni RB; Andela N; Bi J; Broquet G; Canadell JG; Chevallier F; Liu YY; Running SW; Sitch S; Van Der Werf GR, 2014, 'Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle', Nature, 509, pp. 600 - 603, http://dx.doi.org/10.1038/nature13376

Journal articles | 2014

Zhou L; Tian Y; Myneni RB; Ciais P; Saatchi S; Liu YY; Piao S; Chen H; Vermote EF; Song C; Hwang T, 2014, 'Widespread decline of Congo rainforest greenness in the past decade', Nature, 508, pp. 86 - 90, http://dx.doi.org/10.1038/nature13265

Journal articles | 2013

Andela N; Liu YY; M. Van Dijk AIJ; De Jeu RAM; McVicar TR, 2013, 'Global changes in dryland vegetation dynamics (1988-2008) assessed by satellite remote sensing: Comparing a new passive microwave vegetation density record with reflective greenness data', Biogeosciences, 10, pp. 6657 - 6676, http://dx.doi.org/10.5194/bg-10-6657-2013

Journal articles | 2013

Liu Y; Evans JP; McCabe MF; De Jeu R; Van Dijk A; Dolman A; Dolman A, 2013, 'Changing Climate and Overgrazing Are Decimating Mongolian Steppes', PLoS ONE, 8, pp. e57599, http://dx.doi.org/10.1371/journal.pone.0057599.g001

Journal articles | 2013

Liu Y; Van dijk AIJM; McCabe MF; Evans JP; De Jeu R, 2013, 'Global vegetation biomass change (1988-2008) and attribution to environmental and human drivers', Global Ecology and Biogeography, 22, pp. 692 - 705, http://dx.doi.org/10.1111/geb.12024

Journal articles | 2013

Van Dijk A; Beck HE; Crosbie RS; de Jeu RA; Liu Y; Podger GM; Timbal B; Viney NR, 2013, 'The Millennium Drought in southeast Australia (2001-2009): Natural and human causes and implications for water resources, ecosystems, economy, and society', Water Resources Research, 49, pp. 1040 - 1057, http://dx.doi.org/10.1002/wrcr.20123

Journal articles | 2012

Achberger C; Ackerman SA; Ahmed FH; Albanil-Encarnacion A; Alfaro EJ; Alves LM; Allan R; Amador JA; Ambenje P; Antoine MD; Antonov J; Arevalo J; Arndt DS; Ashik I; Atheru Z; Baccini A; Baez J; Banzon V; Baringer MO; Barreira S; Barriopedro DE; Bates JJ; Becker A; Behrenfeld MJ; Bell GD; Benedetti A; Bernhard G; Berrisford P; Berry DI; Beszczynska-Moeller A; Bhatt US; Bidegain M; Bieniek P; Birkett C; Bissolli P; Blake ES; Blunden J; Boudet-Rouco D; Box JE; Boyer T; Braathen GO; Brackenridge GR; Brohan P; Bromwich DH; Brown L; Brown R; Bruhwiler L; Bulygina ON; Burrows J; Calderon B; Camargo SJ; Cappellen J; Carmack E; Carrasco G; Chambers DP; Christiansen HH; Christy J; Chung D; Ciais P; Coehlo CAS; Colwell S; Comiso J; Cretaux J-F; Crouch J; Cunningham SA; De Jeu RAM; Demircan M; Derksen C; Diamond HJ; Dlugokencky EJ; Dohan K; Dolman AJ; Dorigo WA; Drozdov DS; Duguay C; Dutton E; Dutton GS; Elkins JW; Epstein HE; Famiglietti JS; Fanton d'Andon OH; Feely RA; Fekete BM; Fenimore C; Fernandez-Prieto D; Fields E; Fioletov V; Fogt RL; Folland C; Foster MJ; Frajka-Williams E; Franz BA; Frey K; Frith SH; Frolov I; Frost GV; Ganter C; Garzoli S; Gitau W; Gleason KL; Gobron N; Goldenberg SB; Goni G; Gonzalez-Garcia I; Gonzalez-Rodriguez N; Good SA; Goryl P; Gottschalck J; Gouveia CM; Gregg MC; Griffiths GM; Grigoryan V; Grooss J-U; Guard C; Guglielmin M; Hall BD; Halpert MS; Heidinger AK; Heikkila A; Heim RR; Hennon PA; Hidalgo HG; Hilburn K; Ho S-P; Hobbs WR; Holgate S; Hook SJ; Hovsepyan A; Hu Z-Z; Hugony S; Hurst DF; Ingvaldsen R; Itoh M; Jaimes E; Jeffries M; Johns WE; Johnsen B; Johnson B; Johnson GC; Jones LT; Jumaux G; Kabidi K; Kaiser JW; Kang K-K; Kanzow TO; Kao H-Y; Keller LM; Kendon M; Kennedy JJ; Kervankiran S; Key J; Khatiwala S; Kholodov AL; Khoshkam M; Kikuchi T; Kimberlain TB; King D; Knaff JA; Korshunova NN; Koskela T; Kratz DP; Krishfield R; Kruger A; Kruk MC; Kumar A; Lagerloef G; Lakkala K; Lammers RB; Lander MA; Landsea CW; Lankhorst M; Lapinel-Pedroso B; Lazzara MA; LeDuc S; Lefale P; Leon G; Leon-Lee A; Leuliette E; Levitus S; L'Heureux M; Lin II; Liu H; Liu Y; Liu Y; Lobato-Sanchez R; Locarnini R; Loeb NG; Loeng H; Long CS; Lorrey AM; Lumpkin R; Myhre CL; Luo J-J; Lyman JM; MacCallum S; Macdonald AM; Maddux BC; Manney G; Marchenko SS; Marengo JA; Maritorena S; Marotzke J; Marra JJ; Martinez-Sanchez O; Maslanik J; Massom RA; Mathis JT; McBride C; McClain CR; McGrath D; McGree S; McLaughlin F; McVicar TR; Mears C; Meier W; Meinen CS; Menendez M; Merchant C; Merrifield MA; Miller L; Mitchum GT; Montzka SA; Moore S; Mora NP; Morcrette J-J; Mote T; Muhle J; Mullan AB; Muller R; Myhre C; Nash ER; Nerem RS; Newlin ML; Newman PA; Ngari A; Nishino S; Njau LN; Noetzli J; Oberman NG; Obregon A; Ogallo L; Oludhe C; Overland J; Oyunjargal L; Parinussa RM; Park G-H; Parker DE; Pasch RJ; Pascual-Ramirez R; Pelto MS; Penalba O; Perez-Suarez R; Perovich D; Pezza AB; Phillips D; Pickart R; Pinty B; Pinzon J; Pitts MC; Pour HK; Prior J; Privette JL; Proshutinsky A; Quegan S; Quintana J; Rabe B; Rahimzadeh F; Rajeevan M; Rayner D; Rayner NA; Raynolds MK; Razuvaev VN; Reagan J; Reid P; Renwick JA; Revadekar J; Rex M; Richter-Menge J; Rivera IL; Robinson DA; Rodell M; Roderick ML; Romanovsky VE; Ronchail J; Rosenlof KH; Rudels B; Sabine CL; Sanchez-Lugo A; Santee ML; Sawaengphokhai P; Sayouri A; Scambos TA; Schauer U; Schemm J; Schmid C; Schreck C; Semiletov I; Send U; Sensoy S; Shakhova N; Sharp M; Shiklomanov NI; Shimada K; Shin J; Siegel DA; Simmons A; Skansi M; Smith TM; Sokolov V; Spence J; Srivastava AK; Stackhouse PW; Stammerjohn S; Steele M; Steffen K; Steinbrecht W; Stephenson T; Stolarski RS; Sweet W; Takahashi T; Taylor MA; Tedesco M; Thepaut J-N; Thiaw WM; Thompson P; Thorne PW; Timmermans ML; Tobin S; Toole J; Trachte K; Trewin BC; Trigo RM; Trotman A; Tucker CJ; Ulupinar Y; Van de Wal RSW; van der Werf GR; Vautard R; Votaw G; Wagner WW; Wahr J; Walker DA; Walsh J; Wang C; Wang J; Wang L; Wang M; Wang S-H; Wanninkhof R; Weaver S; Weber M; Weingartner T; Weller RA; Wentz F; Whitewood R; Wilber AC; Willett KM; Williams W; Willis JK; Wilson RC; Wolken G; Wong T; Woodgate R; Wovrosh AJ; Xue Y; Yamada R; Yamamoto-Kawai M; Yoder JA; Yu L; Yueh S; Zhang L; Zhang P; Zhao L; Zhou X; Zimmerman S; Zubair L, 2012, 'STATE OF THE CLIMATE IN 2011 Special Supplement to the Bulletin of the American Meteorological Society Vol. 93, No. 7, July 2012', BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 93, pp. S1 - S263, http://dx.doi.org/10.1175/2012BAMSStateoftheClimate.1

Journal articles | 2012

Dorigo WA; de Jeu RAM; Chung D; Parinussa RM; Liu Y; Wagner W; Fernandez-prieto D, 2012, 'Evaluating global trends (1988-2010) in harmonized multi-satellite surface soil moisture', Geophysical Research Letters, 39, pp. Article number L18405, http://dx.doi.org/10.1029/2012GL052988

Journal articles | 2012

Gang G; Garcia D; Liu Y; de Jeu RAM; Johanees Dolman A, 2012, 'A three-dimensional gap filling method for large geophysical datasets: Application to global satellite soil moisture observations', Environmental Modelling and Software, 30, pp. 139 - 142, http://dx.doi.org/10.1016/j.envsoft.2011.10.015

Journal articles | 2012

Liu Y; Dorigo W; Parinussa R; De Jeu R; Wagner W; McCabe MF; Evans JP; Van dijk AIJM, 2012, 'Trend-preserving blending of passive and active microwave soil moisture retrievals', Remote Sensing of Environment, 123, pp. 280 - 297, http://dx.doi.org/10.1016/j.rse.2012.03.014

Journal articles | 2011

Achberger C; Ackerman SA; Ahlstrøm A; Alfaro EJ; Allan RJ; Alves L; Amador JA; Amelie V; Andrianjafinirina S; Antonov J; Arndt DS; Ashik I; Atheru Z; Attaher SM; Baez J; Banzon V; Baringer MO; Barreira S; Barriopedro D; Barthia PK; Beal LM; Becker A; Behrenfeld MJ; Bell GD; Belward AS; Benedetti A; Berrisford P; Berry DI; Beszczynska-Moeller A; Bhatt US; Bidegain M; Bindoff NL; Bissolli P; Blake ES; Blunden J; Booneeady P; Bosilovich MG; Boudet DR; Box JE; Boyer TP; Bromwich DH; Brown R; Bryden HL; Bulygina ON; Burrows J; Butler J; Cais P; Calderon B; Callaghan TV; Camargo SJ; Cappelen J; Carmack E; Chambers DP; Chelliah M; Chidichimo MP; Christiansen H; Christy J; Coelho CAS; Colwell S; Comiso JC; Compo GP; Crouch J; Cunningham SA; Cutié VC; Dai A; Davydova-Belitskaya V; De Jeu R; Decker D; Dee D; Demircan M; Derksen C; Diamond HJ; Dlugokencky EJ; Dohan K; Dolman AJ; Dorigo W; Drozdov DS; Durack PJ; Dutton GS; Easterling D; Ebita A; Eischeid J; Elkins JW; Epstein HE; Euscátegui C; Faijka-Williams E; Famiglietti JS; Faniriantsoa R; Feely RA; Fekete BM; Fenimore C; Fettweis X; Fields E; Fioletov VE; Fogarty CT; Fogt RL; Forbes BC; Foster MJ; Frajka-Williams E; Free M, 2011, 'State of the climate in 2010', Bulletin of the American Meteorological Society, 92, http://dx.doi.org/10.1175/1520-0477-92.6.S1

Journal articles | 2011

De Jeu R; Wagner W; Dorigo W; Liu Y, 2011, 'State of the Climate in 2010: Soil Moisture', Bulletin of the American Meteorological Society, 92, pp. 52 - 53

Journal articles | 2011

Liu Y; Parinussa R; Dorigo W; de Jeu RAM; Wagner W; Van dijk AIJM; McCabe MF; Evans JP, 2011, 'Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals', Hydrology and Earth System Sciences, 15, pp. 425 - 436, http://dx.doi.org/10.5194/hess-15-425-2011

Journal articles | 2011

Liu YY; De Jeu R; McCabe MF; Evans JP; Van dijk A, 2011, 'Global long-term passive microwave satellite-based retrievals of vegetation optical depth', Geophysical Research Letters, 38, pp. L.18402, http://dx.doi.org/10.1029/2011GL048684

Journal articles | 2011

Parinussa R; Meesters A; Liu Y; Dorigo W; Wagner W; De Jeu R, 2011, 'Error Estimates for Near‐Real‐Time Satellite Soil Moisture as Derived From the Land Parameter Retrieval Model', IEEE Geoscience and Remote Sensing Letters, 8, pp. 779 - 783, http://dx.doi.org/10.1109/LGRS.2011.2114872

Journal articles | 2010

Dorigo W; Scipal ; Parinussa R; Liu Y; Wagner W; De Jeu R; Naeimi , 2010, 'Error characterisation of global active and passive microwave soil moisture datasets', Hydrology and Earth System Sciences, 14, pp. 2605 - 2616, http://dx.doi.org/10.5194/hess-14-2605-2010

Journal articles | 2010

Dorigo WA; Scipal K; Parinussa RM; Liu Y; Wagner W; de Jeu RAM; Naeimi V, 2010, 'Error characterisation of global active and passive microwave soil moisture datasets', Hydrology and Earth System Sciences, 14, pp. 2605 - 2616, http://dx.doi.org/10.5194/hess-14-2605-2010

Journal articles | 2010

Liu Y; Evans JP; McCabe MF; de Jeu RAM; Van dijk AIJM; Su H, 2010, 'Influence of cracking clays on satellite estimated and model simulated soil moisture', Hydrology and Earth System Sciences, 14, pp. 979 - 990, http://dx.doi.org/10.5194/hess-14-979-2010

Journal articles | 2009

Liu Y; Van Dijk A; De Jeu R; Holmes T, 2009, 'An analysis of spatiotemporal variations of soil and vegetation moisture from a 29-year satellite-derived data set over mainland Australia', Water Resources Research, 45

Journal articles | 2007

Liu Y; de Jeu RAM; van Dijk AIJM; Owe M, 2007, 'TRMM-TMI satellite observed soil moisture and vegetation density (1998–2005) show strong connection with El Niño in eastern Australia', Geophys. Res. Lett., 34, pp. L15401, http://dx.doi.org/10.1029/2007GL030311
Preprints | 2023

Liu YY; van Dijk AIJM; Meir P; McVicar TR, 2023, Drought and radiation explain swings in Amazon rainforest greenness during the 2015–2016 drought, , http://dx.doi.org/10.5194/bg-2023-155

Preprints | 2022

Tao S; Ao Z; Wigneron J-P; Saatchi S; Ciais P; Chave J; Le Toan T; Frison P-L; Hu X; Chen C; Fan L; Wang M; Zhu J; Zhao X; Li X; Liu X; Su Y; Hu T; Guo Q; Wang Z; Tang Z; Liu Y; Fang J, 2022, C-band Scatterometer (CScat): the first global long-term satellite radar backscatter data set with a C-band signal dynamic, , http://dx.doi.org/10.5194/essd-2022-264

Conference Papers | 2020

Wang M; Wigneron J-P; Sun R; Ciais P; Brandt M; Liu Y; Frappart F; Li X; Liu X; Fan L; Fensholt R, 2020, 'Vegetation Optical Depth Retrieval from AMSR-E/AMSR2 Observations Using L-MEB Inversion', in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, IEEE, presented at IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 26 September 2020 - 02 October 2020, http://dx.doi.org/10.1109/igarss39084.2020.9323204

Conference Abstracts | 2019

Kim S; Pham H; Liu Y; Sharma A; Marshall L, 2019, 'Combining geophysical variables for maximizing temporal correlation without reference data', in MODSIM Abstracts, Canberra, Australia, presented at MODSIM 2019, Canberra, Australia, 01 December 2019 - 06 December 2019, https://mssanz.org.au/modsim2019/documents/MODSIM2019_Book_of_Abstracts.pdf

Preprints | 2017

Li W; Ciais P; Peng S; Yue C; Wang Y; Thurner M; Saatchi SS; Arneth A; Avitabile V; Carvalhais N; Harper AB; Kato E; Koven C; Liu YY; Nabel JEMS; Pan Y; Pongratz J; Poulter B; Pugh TAM; Santoro M; Sitch S; Stocker BD; Viovy N; Wiltshire A; Yousefpour R; Zaehle S, 2017, Land-use and land-cover change carbon emissions between 1901 and 2012 constrained by biomass observations, , http://dx.doi.org/10.5194/bg-2017-186

Conference Abstracts | 2016

Kim S; Liu Y; Johnson F; Sharma A, 2016, 'A temporal correlation based approach for spatial disaggregation of remotely sensed soil moisture', in AGU Fall Meeting Abstracts, San Francisco, USA, presented at AGU Fall Meeting 2016, San Francisco, USA, 12 December 2016 - 16 December 2016, https://agu.confex.com/agu/fm16/meetingapp.cgi/Paper/145868

Preprints | 2015

van Marle MJE; van der Werf GR; de Jeu RAM; Liu YY, 2015, Annual South American forest loss estimates based on passive microwave remote sensing (1990–2010), , http://dx.doi.org/10.5194/bgd-12-11499-2015

Conference Abstracts | 2014

Kim S; Liu Y; Johnson F; Parinussa R; Sharma A, 2014, 'Reducing Structural Uncertainty in AMSR2 Soil Moisture Using a Model Combination Approach', in AGU Fall Meeting Abstracts, San Francisco, USA, presented at AGU Fall Meeting 2014, San Francisco, USA, 15 December 2014 - 19 December 2014, https://agu.confex.com/agu/fm14/meetingapp.cgi/Paper/11729

Conference Abstracts | 2014

Kim S; Liu Y; Johnson F; Sharma A, 2014, 'Improvement of soil moisture dataset combining AMSR2 soil moisture product', in OzWex Abstracts, Canberra, Australia, presented at OzEWEX 2014, Canberra, Australia, 28 October 2014 - 29 October 2014, http://www.wenfo.org/ozewex/workshop/wp-content/uploads/2014/10/Kim.pdf

Preprints | 2013

Andela N; Liu YY; van Dijk AIJM; de Jeu RAM; McVicar TR, 2013, Global changes in dryland vegetation dynamics (1988–2008) assessed by satellite remote sensing: combining a new passive microwave vegetation density record with reflective greenness data, , http://dx.doi.org/10.5194/bgd-10-8749-2013

Conference Papers | 2013

Evans JP; Fita L; Argueso D; Liu Y, 2013, 'Initial NARCliM evaluation', in Piantadosi J; Anderssen RS; Boland J (eds.), Proceedings 20th International Congress on Modelling and Simulation (MODSIM2013), Adelaide, pp. 2765 - 2771, presented at MODSIM2013, 20th International Congress on Modelling and Simulation, Adelaide, 01 December 2013 - 06 December 2013

Conference Papers | 2012

Dorigo WA; Wagner W; Bauer-Marschallinger B; Chung D; de Jeu RA; Parinussa RM; Liu Y, 2012, 'Constructing and analyzing a 32-years climate data record of remotely sensed soil moisture', in International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, Munich, Germany, pp. 2028 - 2031, presented at 32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, 22 July 2012 - 27 July 2012, http://dx.doi.org/10.1109/IGARSS.2012.6350978

Conference Papers | 2011

Liu Y; De Jeu R; McCabe MF; Evans JP; Van Dijk A, 2011, 'Comparing Optical and Microwave Remote Sensing‐based Vegetation Density over Mongolia for 1988‐2006', Sydney, Australia, presented at 34th International Symposium on Remote Sensing of Environment, Sydney, Australia, 10 April 2011 - 15 April 2011, http://www.isprs.org/proceedings/2011/ISRSE-34/index.html

Conference Papers | 2011

Liu Y; De Jeu R; McCabe MF; Evans JP; Van Dijk A, 2011, 'Satellite‐based Estimates of Change in Vegetation Moisture over mainland Australia (1988‐2008)', in (Proceedings of Symposium J-H01 held during IUGG2011 in Melbourne, Australia, July 2011, IAHS Publ. 343, 2011, Melbourne Australia, presented at IUGG 2011, Melbourne, 28 June 2011 - 07 July 2011, http://www.iugg2011.com/program-iahs.asp

Conference Papers | 2011

Liu YY; McCabe MF; De Jeu R; Evans JP; Van dijk A, 2011, 'Satellite-based estimates of vegetation density over Australia during 1988-2008', in GRACE, Remote Sensing and Ground-Based Methods in Multi-Scale Hydrology, IAHS Press, Wallingford, Oxfordshire, United Kingdom, pp. 98 - 103, presented at Symposium J-H01 on GRACE, Other Remote Sensing Platforms and Ground Based Methods for Estimating Multi-Scale Surface Water Budgets, Groundwater System Characterization and Hydrological Processes, Melbourne, VIC. Australia, 28 June 2011 - 07 July 2011

Conference Papers | 2011

Van Dijk A; Renzullo L; Liu Y; Guerschman JP, 2011, 'Observing, monitoring and forecasting drought developments in Australia', in 2011 GEOSS Workshop XL - Managing Drought through Earth Observation, GEOSS 2011, http://dx.doi.org/10.1109/GEOSS.2011.5948941

Conference Papers | 2011

Zhang YQ; Vaze J; Chiew FHS; Liu Y, 2011, 'Incorporating vegetation time series to improve rainfall-runoff model predictions in gauged and ungauged catchments', in MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty, Modelling and Simulation Society, Australian National University, Canberra, ACT, Australia, pp. 3455 - 3461, presented at MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty, Perth, WA, 12 December 2011 - 16 December 2011, http://www.mssanz.org.au/modsim2011/I4/zhang2.pdf

Conference Papers | 2011

Zhang YQ; Viney NR; Chiew FHS; Van Dijk A; Liu Y, 2011, 'Improving hydrological and vegetation modelling using regional model calibration schemes together with remote sensing data', in MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty, Modelling and Simulation Society, Australian National University, Canberra, ACT, Australia, pp. 3448 - 3454, presented at MODSIM 2011 - 19th International Congress on Modelling and Simulation - Sustaining Our Future: Understanding and Living with Uncertainty, Perth, WA, 12 December 2011 - 16 December 2011

Preprints | 2010

Dorigo WA; Scipal K; Parinussa RM; Liu YY; Wagner W; de Jeu RAM; Naeimi V, 2010, Error characterisation of global active and passive microwave soil moisture data sets, , http://dx.doi.org/10.5194/hessd-7-5621-2010

Conference Papers | 2010

Liu Y; Evans JP; McCabe MF; de Jeu RAM; Van dijk AIJM, 2010, 'Comparing Passive Microwave Satellite Estimated and Regional Climate Model Simulated Soil Moisture over Murray Darling Basin in Australia (1988-2008)', Lhasa, Tibet, presented at The Fourth International Workshop on Catchment-scale Hydrological Modeling and Data Assimilation, Lhasa, Tibet, 21 July 2010 - 23 July 2010, http://ceop-cahmda.westgis.ac.cn/cahmda-iv/CAHMDA4%20Program.pdf

Conference Presentations | 2010

Liu Y; Parinussa R; Dorigo W; de Jeu RAM; Wagner W; McCabe MF; Evans JP; Van dijk AIJM, 2010, 'Improving Satellite Soil Moisture Estimates by Combining Passive and Active Microwave Observations (1992-2008)', presented at Remote Sensing and Hydrology 2010 Symposium, Jackson Hole,Wyoming, USA, 27 September 2010 - 30 September 2010

Preprints | 2010

Liu YY; McCabe MF; Evans JP; van Dijk AIJM; de Jeu RAM; Su H, 2010, Influence of cracking clays on satellite observed and model simulated soil moisture, , http://dx.doi.org/10.5194/hessd-7-907-2010

Preprints | 2010

Liu YY; Parinussa RM; Dorigo WA; de Jeu RAM; Wagner W; van Dijk AIJM; McCabe MF; Evans JP, 2010, Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals, , http://dx.doi.org/10.5194/hessd-7-6699-2010

Conference Presentations | 2010

McCabe MF; Ershadi A; Liu Y; Vinukollu R; Wood E; Jimenez C; Kummerow C; Mueller B; Seneviratne S; Rossow W, 2010, 'Evaluating latent heat flux estimates from land surface models, a regional climate model simulation and a surface energy balance algorithm over Australia’s Murray Darling Basin', presented at 2nd Hydrology delivers Earth System Science to Society joint meeting for GSWP/GLASS , AsiaFlux/FLUXNET  and LandFlux‐EVAL, Tokyo, Japan, 22 June 2010 - 25 June 2010

Conference Papers | 2009

Liu Y; McCabe MF; Evans JP; Van dijk AIJM; de Jeu RAM; Su H, 2009, 'Comparison of soil moisture in GLDAS model simulations and satellite observations over the Murray Darling Basin', in Proceedings of the 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation, MODSIM and IMAC, Australia, presented at 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation, Cairns, Australia

Conference Papers | 2009

Liu YY; McCabe MF; Evans JP; van Dijk AIJM; de Jeu RAM; Su H, 2009, 'Comparison of soil moisture in GLDAS model simulations and satellite observations over the Murray Darling Basin', in 18th World IMACS Congress and MODSIM 2009 - International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 2798 - 2804

Conference Papers | 2009

McCabe MF; Liu Y; Vinukollu R; Su H; Evans JP; Wood EF, 2009, 'Comparison of latent heat flux estimates over Australia', in Proceedings of the 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation, MODSIM and IMAC, Australia, presented at 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation, Cairns, Australia

Conference Papers | 2009

McCabe MF; Liu YY; Vinukollu R; Su H; Evans JP; Wood EF, 2009, 'Comparison of latent heat flux estimates over Australia', in 18th World IMACS Congress and MODSIM 2009 - International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 2805 - 2811

Conference Papers | 2007

Liu Y; van Dijk AIJM; Weerts AH; de Jeu RAM, 2007, 'Comparison of Soil Moisture Simulated by HBV96 and Estimated from TRMM Passive Microwave Observations for a Catchment in Southern NSW, Australia', in Oxley L; Kulasiri D (ed.), MODSIM 2007: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION, MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC, NEW ZEALAND, Christchurch, pp. 1723 - 1728, presented at International Congress on Modelling and Simulation (MODSIM07), NEW ZEALAND, Christchurch, 10 December 2007 - 13 December 2007, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000290030701113&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

ARC Future Fellowship, 2023
Clarivate Highly Cited Researcher in the field of Cross-Field, 2020, 2021 and 2022
UNSW Scientia Program, 2021
ARC Discovery Early Career Researcher Award (DECRA), 2014
The Malcolm Chaikin Prize for Research Excellence in Engineering UNSW, 2013

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Associate Professor Yi Liu

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Associate Professor in the School of Civil and Environmental Engineering