Evaluating Surface Water Cycle Simulated by the Australian Community Land Surface Model (CABLE) across Different Spatial and Temporal Domains

被引:33
|
作者
Zhang, Huqiang [1 ,2 ]
Pak, Bernard [1 ,3 ]
Wang, Ying Ping [1 ,3 ]
Zhou, Xinyao [4 ]
Zhang, Yongqiang [5 ]
Zhang, Liang [6 ]
机构
[1] Bur Meteorol, CAWCR, Melbourne, Vic 3001, Australia
[2] CSIRO, Melbourne, Vic, Australia
[3] CSIRO Marine & Atmospher Res, Aspendale, Vic, Australia
[4] Chinese Acad Sci, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang, Peoples R China
[5] CSIRO Land & Water, Canberra, ACT, Australia
[6] China Meteorol Adm, Inst Arid Meteorol, Lanzhou, Peoples R China
关键词
Land surface model; TERRESTRIAL CARBON FLUXES; SOIL-MOISTURE; DATA FUSION; VALIDATION; PROJECT; CIRCULATION; DISCHARGE; SCHEMES; IMPACTS; RUNOFF;
D O I
10.1175/JHM-D-12-0123.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The terrestrial water cycle in the Australian Community Atmosphere Biosphere Land Exchange (CABLE) model has been evaluated across a range of temporal and spatial domains. A series of offline experiments were conducted using the forcing data from the second Global Soil Wetness Project (GSWP-2) for the period of 1986-95, but with its default parameter settings. Results were compared against GSWP-2 multimodel ensembles and a range of observationally driven datasets. CABLE-simulated global mean evapotranspiration (ET) and runoff agreed well with the GSWP-2 multimodel climatology and observations, and the spatial variations of ET and runoff across 150 large catchments were well captured. Nevertheless, at regional scales it underestimated ET in the tropics and had some significant runoff errors. The model sensitivity to a number of selected parameters is further examined. Results showed some significant model uncertainty caused by its sensitivity to soil wilting point as well as to the root water uptaking efficiency and canopy water storage parameters. The sensitivity was large in tropical rain forest and midlatitude forest regions, where the uncertainty caused by the model parameters was comparable to a large part of its difference against the GSWP-2 multimodel mean. Furthermore, the discrepancy among the CABLE perturbation experiments caused by its sensitivity to model parameters was equivalent to about 20%-40% of the intermodel difference among the GSWP-2 models, which was primarily caused by different model structure/processes. Although such results are model dependent, they suggest that soil/vegetation parameters could be another source of uncertainty in estimating global surface energy and water budgets.
引用
收藏
页码:1119 / 1138
页数:20
相关论文
共 25 条
  • [21] Generating gapless land surface temperature with a high spatio-temporal resolution by fusing multi-source satellite-observed and model-simulated data
    Ma, Jun
    Shen, Huanfeng
    Wu, Penghai
    Wu, Jingan
    Gao, Meiling
    Meng, Chunlei
    REMOTE SENSING OF ENVIRONMENT, 2022, 278
  • [22] Intercomparison across scales between remotely-sensed land surface temperature and representative equilibrium temperature from a distributed energy water balance model
    Corbari, C.
    Mancini, M.
    HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2014, 59 (10): : 1830 - 1843
  • [23] Testing water fluxes and storage from two hydrology configurations within the ORCHIDEE land surface model across US semi-arid sites
    MacBean, Natasha
    Scott, Russell L.
    Biederman, Joel A.
    Ottle, Catherine
    Vuichard, Nicolas
    Ducharne, Agnes
    Kolb, Thomas
    Dore, Sabina
    Litvak, Marcy
    Moore, David J. P.
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 24 (11) : 5203 - 5230
  • [24] Evaluating the performance of streamflow simulated by an eco-hydrological model calibrated and validated with global land surface actual evapotranspiration from remote sensing at a catchment scale in West Africa
    Odusanya, Abolanle E.
    Schulz, Karsten
    Biao, Eliezer I.
    Degan, Berenger A. S.
    Mehdi-Schulz, Bano
    JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2021, 37
  • [25] Evaluating Landsat-9 TIRS-2 calibrations and land surface temperature retrievals against ground measurements using multi-instrument spatial and temporal sampling along transects
    Niclos, Raquel
    Perello, Martin
    Puchades, Jesus
    Coll, Cesar
    Valor, Enric
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 125