An evapotranspiration model driven by remote sensing data for assessing groundwater resource in karst watershed

作者: Chloé Ollivier , Albert Olioso , Simon Damien Carrière , Gilles Boulet , Konstantinos Chalikakis

DOI: 10.1016/J.SCITOTENV.2021.146706

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摘要: Abstract Aquifer recharge may depend mainly on the difference between precipitation and evapotranspiration. Hydrological models used to estimate groundwater reserves use evapotranspiration that are determined by climate demand. In particular, mechanisms of plant transpiration neglected, although constitutes 70% This is problematic when considering karst watershed, which poorly documented at interface soil atmosphere where vegetation properties control water flows. To fill this gap, we propose an model integrates processes evaporation. The dynamics evaluated using Enhanced Vegetation Indexes from Terra Aqua Moderate Resolution Imaging Spectroradiometers. evaporation calculation account for impact coarse elements surface. “Simple Crop coefficient Evapotranspiration” (SimpKcET) tested flux tower sites over forest Font-Blanche, Puechabon agricultural area Avignon. simulated daily evapotranspirations very close observations (RMSE ~0.5 mm.d-1), while simple compared other proposed in literature. SimpKcET implemented a hydrological evaluate estimation aquifer flow rate simulation. approach applied vast watershed Fontaine de Vaucluse. comparison bucket frequently models, provide ET simulations more line with processes. A cross wavelet analysis highlighted improvement observed relationship brought consideration remote sensing data related activity makes it possible parsimonious can be all types (agricultural, natural, mixed forest) transferred models.

参考文章(107)
Qiaozhen Mu, Faith Ann Heinsch, Maosheng Zhao, Steven W. Running, Development of a global evapotranspiration algorithm based on MODIS and global meteorology data Remote Sensing of Environment. ,vol. 111, pp. 519- 536 ,(2007) , 10.1016/J.RSE.2007.04.015
A. Hartmann, J. Lange, M. Weiler, Y. Arbel, N. Greenbaum, A new approach to model the spatial and temporal variability of recharge to karst aquifers Hydrology and Earth System Sciences. ,vol. 16, pp. 2219- 2231 ,(2012) , 10.5194/HESS-16-2219-2012
Wolfgang Cramer, Alberte Bondeau, F Ian Woodward, I Colin Prentice, Richard A Betts, Victor Brovkin, Peter M Cox, Veronica Fisher, Jonathan A Foley, Andrew D Friend, Chris Kucharik, Mark R Lomas, Navin Ramankutty, Stephen Sitch, Benjamin Smith, Andrew White, Christine Young‐Molling, None, Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models Global Change Biology. ,vol. 7, pp. 357- 373 ,(2001) , 10.1046/J.1365-2486.2001.00383.X
Jean-Baptiste Charlier, Catherine Bertrand, Jacques Mudry, Conceptual hydrogeological model of flow and transport of dissolved organic carbon in a small Jura karst system Journal of Hydrology. ,vol. 460, pp. 52- 64 ,(2012) , 10.1016/J.JHYDROL.2012.06.043
S. Rambal, M. Lempereur, J. M. Limousin, N. K. Martin-StPaul, J. M. Ourcival, J. Rodríguez-Calcerrada, How drought severity constrains gross primary production(GPP) and its partitioning among carbon pools in a Quercus ilex coppice Biogeosciences. ,vol. 11, pp. 6855- 6869 ,(2014) , 10.5194/BG-11-6855-2014
S. Kandasamy, F. Baret, A. Verger, P. Neveux, M. Weiss, A comparison of methods for smoothing and gap filling time series of remote sensing observations - application to MODIS LAI products Biogeosciences. ,vol. 10, pp. 4055- 4071 ,(2013) , 10.5194/BG-10-4055-2013
Wenjuan Li, Marie Weiss, Francois Waldner, Pierre Defourny, Valerie Demarez, David Morin, Olivier Hagolle, Frédéric Baret, None, A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements Remote Sensing. ,vol. 7, pp. 15494- 15516 ,(2015) , 10.3390/RS71115494
Ke Hu, Hongsong Chen, Yunpeng Nie, Kelin Wang, Seasonal recharge and mean residence times of soil and epikarst water in a small karst catchment of southwest China Scientific Reports. ,vol. 5, pp. 10215- 10215 ,(2015) , 10.1038/SREP10215
Guillaume Simioni, Guillaume Marie, Roland Huc, Influence of vegetation spatial structure on growth and water fluxes of a mixed forest: Results from the NOTG 3D model Ecological Modelling. ,vol. 328, pp. 119- 135 ,(2016) , 10.1016/J.ECOLMODEL.2016.02.004
Dennis Baldocchi, Eva Falge, Lianhong Gu, Richard Olson, David Hollinger, Steve Running, Peter Anthoni, Ch Bernhofer, Kenneth Davis, Robert Evans, Jose Fuentes, Allen Goldstein, Gabriel Katul, Beverly Law, Xuhui Lee, Yadvinder Malhi, Tilden Meyers, William Munger, Walt Oechel, K. T. Paw, Kim Pilegaard, H. P. Schmid, Riccardo Valentini, Shashi Verma, Timo Vesala, Kell Wilson, Steve Wofsy, FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem-Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities Bulletin of the American Meteorological Society. ,vol. 82, pp. 2415- 2434 ,(2001) , 10.1175/1520-0477(2001)082<2415:FANTTS>2.3.CO;2