Soil structure is an important omission in Earth System Models

被引:161
作者
Fatichi, Simone [1 ]
Or, Dani [2 ,3 ]
Walko, Robert [4 ]
Vereecken, Harry [5 ]
Young, Michael H. [6 ]
Ghezzehei, Teamrat A. [7 ]
Hengl, Tomislav [8 ]
Kollet, Stefan [5 ]
Agam, Nurit [9 ]
Avissar, Roni [4 ]
机构
[1] Swiss Fed Inst Technol, Inst Environm Engn, Zurich, Switzerland
[2] Swiss Fed Inst Technol, Dept Environm Sci, Inst Biogeochem & Pollutant Dynam, Zurich, Switzerland
[3] Desert Res Inst, Reno, NV USA
[4] Univ Miami, Rosenstiel Sch Marine & Atmospher Sci, Miami, FL USA
[5] Julich Res Ctr, Agrosphere, Kreis Duren, Rheinland, Germany
[6] Univ Texas Austin, Bur Econ Geol, Austin, TX USA
[7] Univ Calif Merced, Life & Environm Sci, Merced, CA USA
[8] OpenGeoHub Fdn, Wageningen, Netherlands
[9] Ben Gurion Univ Negev, Blaustein Inst Desert Res, Beer Sheva, Israel
关键词
UNSATURATED HYDRAULIC CONDUCTIVITY; PEDOTRANSFER FUNCTIONS; LAND-USE; ORGANIC-MATTER; WATER; CARBON; SCALE; MANAGEMENT; TRANSPORT; MOISTURE;
D O I
10.1038/s41467-020-14411-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Most soil hydraulic information used in Earth System Models (ESMs) is derived from pedo-transfer functions that use easy-to-measure soil attributes to estimate hydraulic parameters. This parameterization relies heavily on soil texture, but overlooks the critical role of soil structure originated by soil biophysical activity. Soil structure omission is pervasive also in sampling and measurement methods used to train pedotransfer functions. Here we show how systematic inclusion of salient soil structural features of biophysical origin affect local and global hydrologic and climatic responses. Locally, including soil structure in models significantly alters infiltration-runoff partitioning and recharge in wet and vegetated regions. Globally, the coarse spatial resolution of ESMs and their inability to simulate intense and short rainfall events mask effects of soil structure on surface fluxes and climate. Results suggest that although soil structure affects local hydrologic response, its implications on global-scale climate remains elusive in current ESMs.
引用
收藏
页数:11
相关论文
共 104 条
  • [1] MACROPOROSITY TO CHARACTERIZE SPATIAL VARIABILITY OF HYDRAULIC CONDUCTIVITY AND EFFECTS OF LAND MANAGEMENT
    AHUJA, LR
    NANEY, JW
    GREEN, RE
    NIELSEN, DR
    [J]. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1984, 48 (04) : 699 - 702
  • [2] Soil diversity and land use in the United States
    Amundson, R
    Guo, Y
    Gong, P
    [J]. ECOSYSTEMS, 2003, 6 (05) : 470 - 482
  • [3] Spatiotemporal patterns of terrestrial gross primary production: A review
    Anav, Alessandro
    Friedlingstein, Pierre
    Beer, Christian
    Ciais, Philippe
    Harper, Anna
    Jones, Chris
    Murray-Tortarolo, Guillermo
    Papale, Dario
    Parazoo, Nicholas C.
    Peylin, Philippe
    Piao, Shilong
    Sitch, Stephen
    Viovy, Nicolas
    Wiltshire, Andy
    Zhao, Maosheng
    [J]. REVIEWS OF GEOPHYSICS, 2015, 53 (03) : 785 - 818
  • [4] [Anonymous], 2016, WIRES WATER, DOI DOI 10.1002/WAT2.1125
  • [5] Using Machine Learning for Prediction of Saturated Hydraulic Conductivity and Its Sensitivity to Soil Structural Perturbations
    Araya, Samuel N.
    Ghezzehei, Teamrat A.
    [J]. WATER RESOURCES RESEARCH, 2019, 55 (07) : 5715 - 5737
  • [6] Soil characteristics and landcover relationships on soil hydraulic conductivity at a hillslope scale: A view towards local flood management
    Archer, N. A. L.
    Bonell, M.
    Coles, N.
    MacDonald, A. M.
    Auton, C. A.
    Stevenson, R.
    [J]. JOURNAL OF HYDROLOGY, 2013, 497 : 208 - 222
  • [7] Decomposition of distinct organic matter pools is regulated by moisture status in structured wetland soils
    Arnold, Chelsea
    Ghezzehei, Teamrat A.
    Berhe, Asmeret Asefaw
    [J]. SOIL BIOLOGY & BIOCHEMISTRY, 2015, 81 : 28 - 37
  • [8] Modeling the relationship between soil bulk density and the hydraulic conductivity function
    Assouline, S.
    [J]. VADOSE ZONE JOURNAL, 2006, 5 (02) : 697 - 705
  • [9] Assouline S, 2013, VADOSE ZONE J, V12, DOI [10.2136/vzj2012.0216, 10.2136/vzj2013.07.0121]
  • [10] Global hydroclimatological teleconnections resulting from tropical deforestation
    Avissar, R
    Werth, D
    [J]. JOURNAL OF HYDROMETEOROLOGY, 2005, 6 (02) : 134 - 145