By Associate Professor Yi Liu

Journal articles

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

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

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

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

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

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

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

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

Burrell AL; Evans JP; Liu Y, 2018, 'The impact of dataset selection on land degradation assessment', ISPRS Journal of Photogrammetry and Remote Sensing, 146, pp. 22 - 37, http://dx.doi.org/10.1016/j.isprsjprs.2018.08.017

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

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

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

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

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

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

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

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

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

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

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

Burrell AL; Evans JP; Liu Y, 2017, 'Detecting dryland degradation using Time Series Segmentation and Residual Trend analysis (TSS-RESTREND)', Remote Sensing of Environment, 197, pp. 43 - 57, http://dx.doi.org/10.1016/j.rse.2017.05.018

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

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

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

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', Remote Sensing, 9, pp. 149, http://dx.doi.org/10.3390/rs9020149

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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