Publications

2018

Giardino, C., Brando, V. E., Gege, P., Pinnel, N., Hochberg, E., Knaeps, E., Reusen, I., Doerffer, R., Bresciani, M., Braga, F., Foerster, S., Champollion, N., and Dekker, A.: Imaging Spectrometry of Inland and Coastal Waters: State of the Art, Achievements and Perspectives, Surveys in Geophysics, 10.1007/s10712-018-9476-0, 2018. [link]

Yebra, M., Quan, X., Riaño, D., Larraondo, P.R., Van Dijk, A.I., & Cary, G.J. (2018). A fuel moisture content and flammability monitoring methodology for continental Australia based on optical remote sensing. Remote Sensing of Environment, 212, 260-272. [link]

Sabaghy, S., Walker, J.P., Renzullo, L.J., & Jackson, T.J. (2018). Spatially enhanced passive microwave derived soil moisture: Capabilities and opportunities. Remote Sensing of Environment, 209, 551-580 [link]

Kunnath-Poovakka, A., Ryu, D., Renzullo, L.J., & George, B. (2018). Remotely sensed ET for streamflow modelling in catchments with contrasting flow characteristics: an attempt to improve efficiency. Stochastic Environmental Research and Risk Assessment, 32, 1973-1992 [link]

Gow, L.J., Barrett, D.J., O’Grady, A.P., Renzullo, L.J., & Phinn, S.R. (2018). Subsurface water-use strategies and physiological responses of subtropical eucalypt woodland vegetation under changing water-availability conditions. Agricultural and Forest Meteorology, 248, 348-360 [link]

Liu, Y.Y., Van Dijk, A.I.J.M., Miralles, D.G., McCabe, M.F., Evans, J.P., de Jeu, R.A.M., Gentine, P., Huete, A., Parinussa, R.M., 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, 26-37 [link]

Liao, Z., He, B., Van Dijk, A.I.J.M., Bai, X., & Quan, X. (2018). The impacts of spatial baseline on forest canopy height model and digital terrain model retrieval using P-band PolInSAR data. Remote Sensing of Environment, 210, 403-421 [link]

Chen, X., Liu, Y.Y., Evans, J.P., Parinussa, R.M., Van Dijk, A.I.J.M., & Yebra, M. (2018). Estimating fire severity and carbon emissions over Australian tropical savannahs based on passive microwave satellite observations. International Journal of Remote Sensing, 1-20 [link]

Shokri, A., Walker, J.P., Van Dijk, A.I.J.M., Wright, A.J., & Pauwels, V.R.N. (2018). Application of the patient rule induction method to detect hydrologic model behavioural parameters and quantify uncertainty. Hydrological Processes, 32, 1005-1025 [link]

Ha, L., Bastiaanssen, W., van Griensven, A., Van Dijk, A., & Senay, G. (2018). Calibration of Spatially Distributed Hydrological Processes and Model Parameters in SWAT Using Remote Sensing Data and an Auto-Calibration Procedure: A Case Study in a Vietnamese River Basin. Water, 10, 212 [link]

Khaki, M., Forootan, E., Kuhn, M., Awange, J., Van Dijk, A.I.J.M., Schumacher, M., & Sharifi, M.A. (2018). Determining water storage depletion within Iran by assimilating GRACE data into the W3RA hydrological model. Advances in Water Resources, 114, 1-18 [link]

Kondo, M., Ichii, K., Patra, P.K., Canadell, J.G., Poulter, B., Sitch, S., Calle, L., Liu, Y.Y., Van Dijk, A.I.J.M., Saeki, T., Saigusa, N., Friedlingstein, P., Arneth, A., Harper, A., Jain, A.K., Kato, E., Koven, C., Li, F., Pugh, T.A.M., 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, 1154 [link]

Schumacher, M., Forootan, E., van Dijk, A.I.J.M., Müller Schmied, H., Crosbie, R.S., Kusche, J., & Döll, P. (2018). Improving drought simulations within the Murray-Darling Basin by combined calibration/assimilation of GRACE data into the WaterGAP Global Hydrology Model. Remote Sensing of Environment, 204, 212-228. [link]

2017

Hughes, D.E., Culvenor, D., Van Dijk, A.I.J.M., Van Gorsel, E., and Woodgate, W. (2017). Advances in Multi-Sensor Systems for In Situ Remote Sensing of Australian Forest Canopy Processes. In: Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (eds) MODSIM2017, 22nd International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2017, pp. 1236–1242. [link]

Beck, H.E., Vergopolan, N., Pan, M., Levizzani, V., van Dijk, A.I.J.M., Weedon, G.P., Brocca, L., Pappenberger, F., Huffman, G.J., & Wood, E.F. (2017d). Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling. Hydrol. Earth Syst. Sci., 21, 6201-6217. [link]

Holgate, C.M., van Dijk, A.I.J.M., Cary, G.J., & Yebra, M. (2017). Using alternative soil moisture estimates in the McArthur Forest Fire Danger Index. International Journal of Wildland Fire, 26, 806-819. [link]

Beck, H.E., van Dijk, A.I., de Roo, A., Dutra, E., Fink, G., Orth, R., & Schellekens, J. (2017). Global evaluation of runoff from 10 state-of-the-art hydrological models. Hydrology and Earth System Sciences, 21, 2881. [link]

Beck, H.E., van Dijk, A.I., Levizzani, V., Schellekens, J., Miralles, D.G., Martens, B., & de Roo, A. (2017). MSWEP: 3-hourly 0.25 global gridded precipitation (1979-2015) by merging gauge, satellite, and reanalysis data. Hydrology and Earth System Sciences, 21, 589. [link]

Wada, Y., Bierkens, M.F., de Roo, A., Dirmeyer, P.A., Famiglietti, J.S., Hanasaki, N., Konar, M., Liu, J., Schmied, H.M., Oki, T. , Van Dijk, A. et al. (2017). Human–water interface in hydrological modelling: current status and future directions. Hydrology and Earth System Sciences, 21, 4169. [link]

Fernandes, R.P., da Costa Silva, R.W., Salemi, L.F., de Andrade, T.M.B., de Moraes, J.M., Van Dijk, A.I., & Martinelli, L.A. (2017). The influence of sugarcane crop development on rainfall interception losses. Journal of Hydrology, 551, 532-539. [link]

Khaki, M., Hoteit, I., Kuhn, M., Awange, J., Forootan, E., van Dijk, A., Schumacher, M., & Pattiaratchi, C. (2017). Assessing sequential data assimilation techniques for integrating GRACE data into a hydrological model. Advances in Water Resources, 107, 301-316. [link]

Khaki, M., Schumacher, M., Forootan, E., Kuhn, M., Awange, J., & van Dijk, A. (2017). Accounting for spatial correlation errors in the assimilation of GRACE into hydrological models through localization. Advances in Water Resources, 108, 99-112. [link]

Schellekens, J., Dutra, E., Martínez-de la Torre, A., Balsamo, G., van Dijk, A., Sperna Weiland, F., Minvielle, M., Calvet, J.C., Decharme, B., Eisner, S., Fink, G., Flörke, M., Peßenteiner, S., van Beek, R., Polcher, J., Beck, H., Orth, R., Calton, B., Burke, S., Dorigo, W., & Weedon, G.P. (2017). A global water resources ensemble of hydrological models: the eartH2Observe Tier-1 dataset. Earth Syst. Sci. Data, 9, 389-413. [link]

Tian, S., Tregoning, P., Renzullo, L.J., van Dijk, A.I., Walker, J.P., Pauwels, V., & Allgeyer, S. (2017). Improved water balance component estimates through joint assimilation of GRACE water storage and SMOS soil moisture retrievals. Water Resources Research, 53, 1820-1840. [link]

Doody, T. M., O. V. Barron, K. Dowsley, I. Emelyanova, J. Fawcett, I. C. Overton, J. L. Pritchard, A. I. J. M. Van Dijk and G. Warren (2017). Continental mapping of groundwater dependent ecosystems: A methodological framework to integrate diverse data and expert opinion. Journal of Hydrology: Regional Studies 10: 61-81. [link]

Quan, X., He, B., Yebra, M., Yin, C., Liao, Z., Xueting, Z. 2017. A radiative transfer model-based method for the estimation of grassland aboveground biomass. International Journal of Applied Earth Observations and Geoinformation. 54, 159-168. [link]

2016

Johnson, F., White, C.J., van Dijk, A., Ekstrom, M., Evans, J.P., Jakob, D., Kiem, A.S., Leonard, M., Rouillard, A., & Westra, S. (2016). Natural hazards in Australia: floods. Climatic Change, 1-15. [link]

Chen, Y., Zhu, X., Yebra, M., Harris, S., Tapper, N. (2016). Strata-based forest fuel classification for wildfire hazard assessment using terrestrial LiDAR, J. Appl. Remote Sens. 10(4), 046025. [link]

Kiem, A.S., Johnson, F., Westra, S., van Dijk, A., Evans, J.P., O’Donnell, A., Rouillard, A., Barr, C., Tyler, J., Thyer, M., Jakob, D., Woldemeskel, F., Sivakumar, B., & Mehrotra, R. (2016). Natural hazards in Australia: droughts. Climatic Change, 1-18 [link]

Sommer, B., Boggs, D.A., Boggs, G.S., van Dijk, A., & Froend, R. (2016). Spatio-temporal patterns of evapotranspiration from groundwater-dependent vegetation. Ecohydrology [link]

Holgate, C.M., R.A.M. De Jeu, A.I.J.M van Dijk, Y.Y Liu, L.J. Renzullo, Vinodkumar, I. Dharssi, R.M. Parinussa, R. Van Der Schalie, A. Gevaert, J. Walker, D. McJannet, J. Cleverly, V. Haverd, C.M. Trudinger, P.R. Briggs, Comparison of remotely sensed and modelled soil moisture data sets across Australia, Remote Sensing of Environment, 186, 479-500. [link]

Van Dijk, A. I. J. M., G. R. Brakenridge, A. J. Kettner, H. E. Beck, T. De Groeve, and J. Schellekens (2016), River gauging at global scale using optical and passive microwave remote sensing, Water Resour. Res., 52, 6404–6418, doi:10.1002/2015WR018545 [link]

Beck HE, van Dijk AI, de Roo A, Miralles DG, McVicar TR, Schellekens J, Bruijnzeel LA. 2016. Global‐scale regionalization of hydrologic model parameters. Water Resources Research 52, 3599–3622, doi:10.1002/2015WR018247. [link]

Marselis SM, Yebra M, Jovanovic T, van Dijk AI. 2016. Deriving comprehensive forest structure information from mobile laser scanning observations using automated point cloud classification. Environmental Modelling & Software 82: 142-151. [link]

Wang-Erlandsson L, Bastiaanssen WG, Senay GB, van Dijk AI, Guerschman JP, Keys PW, Gordon LJ, Savenije HH. 2016. Global root zone storage capacity from satellite-based evaporation. Hydrology and Earth System Sciences 20(4): 1459. [link]

Van Loon, AF, Gleeson, T, Clark, J, Van Dijk, AIJM, Stahl, K, Hannaford, J, Di Baldassarre, G, et al. (2016) Drought in the Anthropocene, Nature Geoscience 9 (2): 89-91. [link]

Gevaert, AI, Parinussa, RM, Renzullo, LJ, Van Dijk, AIJM, and de Jeu, RAM (2016) Spatio-temporal evaluation of resolution enhancement for passive microwave soil moisture and vegetation optical depth, International Journal of Applied Earth Observation and Geoinformation, 45B, 235-244. [link]

Forootan, E., Awange, J., Schumacher, M., Anyah, R., van Dijk, A., & Kusche, J. (2016). Quantifying the impacts of ENSO and IOD on rain gauge and remotely sensed precipitation products over Australia. Remote Sensing of Environment, 172, 50-66 [link]

2015

Ukkola, A.M., Prentice, I.C., Keenan, T.F., van Dijk, A.I.J.M., Viney, N.R., Myneni, R.B., & Bi, J. (2015). Reduced streamflow in water-stressed climates consistent with CO2 effects on vegetation. Nature Climate Change 10.1038/nclimate2831 [link]

van Dijk, A.I.J.M., Gash, J.H., van Gorsel, E., Blanken, P.D., Cescatti, A., Emmel, C., Gielen, B., Harman, I.N., Kiely, G., Merbold, L., Montagnani, L., Moors, E., Sottocornola, M., Varlagin, A., Williams, C.A., & Wohlfahrt, G. (2015). Rainfall interception and the coupled surface water and energy balance. Agricultural and Forest Meteorology, 214–215, 402-415 [link]

Gevaert, A.I., Parinussa, R.M., Renzullo, L.J., van Dijk, A.I.J.M. & de Jeu R.A.M. (2015), Spatio-temporal evaluation of resolution enhancement for passive microwave soil moisture and vegetation optical depth. International Journal of Applied Earth Observation and Geoinformation, Available online [link].

Van Dijk, A., Yebra, M. & Cary, G. J. (2015) A model-data fusion framework for estimating fuel properties, vegetation growth, carbon storage and the water balance at hillslope scale (2015). Bushfire & Natural Hazards CRC, Australia. [link]

van der Schalie, R., Parinussa, RM, Renzullo, LJ, Van Dijk, A, Su, CH, De Jeu, RAM (2015). SMOS soil moisture retrievals using the land parameter retrieval model: Evaluation over the Murrumbidgee Catchment, southeast Australia. Remote Sensing of Environment 163, 70-79. [link]

Yebra, M, Van Dijk, A.I.J.M., Leuning, R., Guerschman, J.P. (2015) Global vegetation gross primary production estimation using satellite-derived light-use efficiency and canopy conductance, Remote Sensing of Environment 163: 206–216. [link]

Beck, HE, De Roo, A, Van Dijk, AIJM (2015) Global maps of streamflow characteristics based on observations from several thousand catchments. Journal of Hydrometeorology 16: 1478–1501. [link]

Liu, Y.Y., A.I.J.M. Van Dijk, R.A.M. de Jeu, J.G. Canadell, M.F. McCabe, J.P. Evans and G. Wang (2015) Recent reversal in loss of global terrestrial biomass, Nature Climate Change 5, doi: 10.1038/NCLIMATE2581. [link]

Yebra, M., Marselis, S., Van Dijk, A., Cary, G. and Chen, Y., 2015. Using LiDAR for forest and fuel structure mapping: options, benefits, requirements and costs. Bushfire & Natural Hazards CRC, Australia. [link]

Peña-Arancibia, J. L., Y. Zhang, D. E. Pagendam, N. R. Viney, J. Lerat, A. I. J. M. Van Dijk, J. Vaze, and A. J. Frost (2015), Streamflow rating uncertainty: Characterisation and impacts on model calibration and performance, Environmental Modelling & Software, 63(0), 32-44. [link]

Summers, D. M., B. A. Bryan, M. Nolan, and T. J. Hobbs (2015), The costs of reforestation: A spatial model of the costs of establishing environmental and carbon plantings, Land Use Policy, 44, 110-121. [link]

Summers, D. M., B. A. Bryan, W. S. Meyer, G. Lyle, S. Wells, J. McLean, T. Moon, G. van Gaans, and M. Siebentritt (2015), Simple models for managing complex social-ecological systems: The Landscape Futures Analysis Tool (LFAT), Environmental Modelling and Software, 63, 217-229. [link]

2014

Bryan, B. A., Summers, D.M., et al. (2014), Supply of carbon sequestration and biodiversity services from Australia’s agricultural land under global change, Global Environmental Change, 28(1), 166-181.

Chuvieco, E., Yebra, M., et al. (2014), Integrating geospatial information into fire risk assessment, International Journal of Wildland Fire, 23(5), 606-619.

Doubkova, M., A. Dostalova, A. I. J. M. Van Dijk, G. Bloschl, W. Wagner, and D. Fernandez-Prieto (2014), How do Spatial Scale, Noise, and Reference Data affect Empirical Estimates of Error in ASAR-Derived 1 km Resolution Soil Moisture?, Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of, 7(9), 3880-3891.

Jurdao, S., M. Yebra, P. Oliva, and E. Chuvieco (2014), Laboratory measurements of plant drying: Implications to estimate moisture content from radiative transfer models in two temperate species, Photogrammetric Engineering and Remote Sensing, 80(5), 451-459.

Peña-Arancibia, J. L., T. R. McVicar, Z. Paydar, L. Li, J. P. Guerschman, R. J. Donohue, D. Dutta, G. M. Podger, A. I. J. M. Van Dijk, and F. H. S. Chiew (2014), Dynamic identification of summer cropping irrigated areas in a large basin experiencing extreme climatic variability, Remote Sensing of Environment, 154(0), 139-152.

Renzullo, L. J., A. I. J. M. Van Dijk, J. M. Perraud, D. Collins, B. Henderson, H. Jin, A. B. Smith, and D. L. McJannet (2014), Continental satellite soil moisture data assimilation improves root-zone moisture analysis for water resources assessment, Journal of Hydrology, 519, Part D(0), 2747-2762.

Van Dijk, A., R. Mount, P. Gibbons, M. Vardon, and P. Canadell (2014), Environmental reporting and accounting in Australia: Progress, prospects and research priorities, Science of The Total Environment, 473–474(0), 338-349.

Van Dijk, A. I. J. M., L. J. Renzullo, Y. Wada, and P. Tregoning (2014), A global water cycle reanalysis (2003-2012) merging satellite gravimetry and altimetry observations with a hydrological multi-model ensemble, Hydrol. Earth Syst. Sci., 18(8), 2955-2973.

2013

Andela, N., Y. Y. Liu, A. I. J. M. Van Dijk, R. A. M. de Jeu, and T. R. McVicar (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(10), 6657-6676.

Bauer-Marschallinger, B., W. A. Dorigo, W. Wagner, and A. I. J. M. Van Dijk (2013), How Oceanic Oscillation Drives Soil Moisture Variations over Mainland Australia: An Analysis of 32 Years of Satellite Observations*, Journal of Climate, 26(24), 10159-10173.

Beck, H. E., L. A. Bruijnzeel, A. I. J. M. Van Dijk, T. R. McVicar, F. N. Scatena, and J. Schellekens (2013), The impact of forest regeneration on streamflow in 12 mesoscale humid tropical catchments, Hydrol. Earth Syst. Sci., 17(7), 2613-2635.

Beck, H. E., A. I. J. M. Van Dijk, D. G. Miralles, R. A. M. de Jeu, L. A. Bruijnzeel, T. R. McVicar, and J. Schellekens (2013), Global patterns in base flow index and recession based on streamflow observations from 3394 catchments, Water Resources Research, 49(12), 7843-7863.

Bryan, B. A., Summers, D.B. et al. (2013), The second industrial transformation of Australian landscapes, Current Opinion in Environmental Sustainability, 5(3-4), 278-287.

Doubkova, M., A. Hegyova, G. Bloeschl, A. Van Dijk, and D. Fernàndez Prieto (2013), The effect of spatial scale and ancillary datasets on the evaluations of EO soil moisture products, paper presented at EGU General Assembly Conference Abstracts.

Emelyanova, I. V., T. R. McVicar, T. G. Van Niel, L. T. Li, and A. I. Van Dijk (2013), Assessing the accuracy of blending Landsat–MODIS surface reflectances in two landscapes with contrasting spatial and temporal dynamics: A framework for algorithm selection, Remote Sensing of Environment, 133, 193-209.

Jurdao, S., M. Yebra, J. P. Guerschman, and E. Chuvieco (2013), Regional estimation of woodland moisture content by inverting Radiative Transfer Models, Remote Sensing of Environment, 132, 59-70.

Liu, Y. Y., A. I. J. M. Van Dijk, M. F. McCabe, J. P. Evans, and R. A. M. de Jeu (2013), Global vegetation biomass change (1988–2008) and attribution to environmental and human drivers, Global Ecology and Biogeography, 22(6), 692-705.

Liu, Y. Y., J. P. Evans, M. F. McCabe, R. A. de Jeu, A. I. Van Dijk, A. J. Dolman, and I. Saizen (2013), Changing Climate and Overgrazing Are Decimating Mongolian Steppes, PLoS ONE, 8(2), e57599.

Mahmoudi, P., D. Hatton Macdonald, N. D. Crossman, D. M. Summers, and J. van der Hoek (2013), Space matters: The importance of amenity in planning metropolitan growth, Australian Journal of Agricultural and Resource Economics, 57(1), 38-59.

Peeters, L. J. M., R. S. Crosbie, R. C. Doble, and A. I. J. M. Van Dijk (2013), Conceptual evaluation of continental land-surface model behaviour, Environmental Modelling & Software, 43(0), 49-59.

Peña-Arancibia, J., A. I. J. M. Van Dijk, M. Mulligan, and L. J. Renzullo (2013), Evaluation of precipitation estimation accuracy in reanalyses, satellite products and an ensemble method for regions in Australia and in south and east Asia, Journal of Hydrometeorology, 14, 1323–1333.

Pozzi, W., Van Dijk, AIJM, et al. (2013), Toward Global Drought Early Warning Capability: Expanding International Cooperation for the Development of a Framework for Monitoring and Forecasting, Bulletin of the American Meteorological Society, 94(6), 776-785.

Setia, R., M. Lewis, P. Marschner, R. Raja Segaran, D. Summers, and D. Chittleborough (2013), Severity of salinity accurately detected and classified on a paddock scale with high resolution multispectral satellite imagery, Land Degradation and Development, 24(4), 375-384.

Van Dijk, A. I. J. M., J. L. Peña-Arancibia, E. F. Wood, J. Sheffield, and H. E. Beck (2013a), Global analysis of seasonal streamflow predictability using an ensemble prediction system and observations from 6192 small catchments worldwide, Water Resources Research, 49(5), 2729-2746.

Van Dijk, A. I. J. M., H. E. Beck, R. S. Crosbie, R. A. M. de Jeu, Y. Y. Liu, G. M. Podger, B. Timbal, and N. R. Viney (2013b), 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, 1–18.

Van Gorsel, E., Yebra, M, et al. (2013), Primary and secondary effects of climate variability on net ecosystem carbon exchange in an evergreen eucalyptus forest, Agricultural and Forest Meteorology, 182-183, 248-256.

Wallace, J., C. Macfarlane, D. McJannet, T. Ellis, A. Grigg, and A. Van Dijk (2013), Evaluation of forest interception estimation in the continental scale Australian Water Resources Assessment–Landscape (AWRA-L) model, Journal of Hydrology, 499, 210-223.

Yebra, M., A. Van Dijk, R. Leuning, A. Huete, and J. P. Guerschman (2013), Evaluation of optical remote sensing to estimate actual evapotranspiration and canopy conductance, Remote Sensing of Environment, 129, 250-261.

Yebra, M., P. E. Dennison, E. Chuvieco, D. Riaño, P. Zylstra, E. R. Hunt, F. M. Danson, Y. Qi, and S. Jurdao (2013), A global review of remote sensing of live fuel moisture content for fire danger assessment: Moving towards operational products, Remote Sensing of Environment, 136, 455-468.