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• W4313287527 endingPage "6337" @default.
• W4313287527 startingPage "6311" @default.
• W4313287527 abstract "Abstract. Reliable modeling of carbon and water fluxes is essential for understanding the terrestrial carbon and water cycles and informing policy strategies aimed at constraining carbon emissions and improving water use efficiency. We designed an assimilation framework (LPJ-Vegetation and soil moisture Joint Assimilation, or LPJ-VSJA) to improve gross primary production (GPP) and evapotranspiration (ET) estimates globally. The integrated model, LPJ-PM (LPJ-PT-JPLSM Model) as the underlying model, was coupled from the Lund–Potsdam–Jena Dynamic Global Vegetation Model (LPJ-DGVM version 3.01) and a hydrology module (i.e., the updated Priestley–Taylor Jet Propulsion Laboratory model, PT-JPLSM). Satellite-based soil moisture products derived from the Soil Moisture and Ocean Salinity (SMOS) and Soil Moisture Active and Passive (SMAP) and leaf area index (LAI) from the Global LAnd and Surface Satellite (GLASS) product were assimilated into LPJ-PM to improve GPP and ET simulations using a proper orthogonal decomposition (POD)-based ensemble four-dimensional variational assimilation method (PODEn4DVar). The joint assimilation framework LPJ-VSJA achieved the best model performance (with an R2 ( coefficient of determination) of 0.91 and 0.81 and an ubRMSD (unbiased root mean square deviation) reduced by 40.3 % and 29.9 % for GPP and ET, respectively, compared with those of LPJ-DGVM at the monthly scale). The GPP and ET resulting from the assimilation demonstrated a better performance in the arid and semi-arid regions (GPP: R2 = 0.73, ubRMSD = 1.05 g C m−2 d−1; ET: R2 = 0.73, ubRMSD = 0.61 mm d−1) than in the humid and sub-dry humid regions (GPP: R2 = 0.61, ubRMSD = 1.23 g C m−2 d−1; ET: R2 = 0.66; ubRMSD = 0.67 mm d−1). The ET simulated by LPJ-PM that assimilated SMAP or SMOS data had a slight difference, and the SMAP soil moisture data performed better than SMOS data. Our global simulation modeled by LPJ-VSJA was compared with several global GPP and ET products (e.g., GLASS GPP, GOSIF GPP, GLDAS ET, and GLEAM ET) using the triple collocation (TC) method. Our products, especially ET, exhibited advantages in the overall error distribution (estimated error (μ): 3.4 mm per month; estimated standard deviation of μ: 1.91 mm per month). Our research showed that the assimilation of multiple datasets could reduce model uncertainties, while the model performance differed across regions and plant functional types. Our assimilation framework (LPJ-VSJA) can improve the model simulation performance of daily GPP and ET globally, especially in water-limited regions." @default.
• W4313287527 created "2023-01-06" @default.
• W4313287527 creator A5012108225 @default.
• W4313287527 creator A5045276244 @default.
• W4313287527 creator A5046140097 @default.
• W4313287527 creator A5058975827 @default.
• W4313287527 creator A5066716873 @default.
• W4313287527 creator A5088975367 @default.
• W4313287527 date "2022-12-16" @default.
• W4313287527 modified "2023-10-13" @default.
• W4313287527 title "Simulating carbon and water fluxes using a coupled process-based terrestrial biosphere model and joint assimilation of leaf area index and surface soil moisture" @default.
• W4313287527 cites W1896386811 @default.
• W4313287527 cites W1969645208 @default.
• W4313287527 cites W1975480309 @default.
• W4313287527 cites W1976671203 @default.
• W4313287527 cites W1978832189 @default.
• W4313287527 cites W1985479415 @default.
• W4313287527 cites W1990599481 @default.
• W4313287527 cites W1991099778 @default.
• W4313287527 cites W1995116635 @default.
• W4313287527 cites W1997851590 @default.
• W4313287527 cites W1998434250 @default.
• W4313287527 cites W1998579371 @default.
• W4313287527 cites W2000220771 @default.
• W4313287527 cites W2001284384 @default.
• W4313287527 cites W2006605572 @default.
• W4313287527 cites W2012338634 @default.
• W4313287527 cites W2019493625 @default.
• W4313287527 cites W2026608513 @default.
• W4313287527 cites W2027070426 @default.
• W4313287527 cites W2028979033 @default.
• W4313287527 cites W2029774704 @default.
• W4313287527 cites W2030038391 @default.
• W4313287527 cites W2038137144 @default.
• W4313287527 cites W2039348932 @default.
• W4313287527 cites W2042173009 @default.
• W4313287527 cites W2042692910 @default.
• W4313287527 cites W2049760535 @default.
• W4313287527 cites W2051416171 @default.
• W4313287527 cites W2073069626 @default.
• W4313287527 cites W2078974742 @default.
• W4313287527 cites W2079167274 @default.
• W4313287527 cites W2086075858 @default.
• W4313287527 cites W2090803960 @default.
• W4313287527 cites W2092085938 @default.
• W4313287527 cites W2095680278 @default.
• W4313287527 cites W2097957240 @default.
• W4313287527 cites W2098020412 @default.
• W4313287527 cites W2100449962 @default.
• W4313287527 cites W2105228467 @default.
• W4313287527 cites W2108379304 @default.
• W4313287527 cites W2109039109 @default.
• W4313287527 cites W2111626115 @default.
• W4313287527 cites W2113682656 @default.
• W4313287527 cites W2124716103 @default.
• W4313287527 cites W2133488074 @default.
• W4313287527 cites W2134023960 @default.
• W4313287527 cites W2134289299 @default.
• W4313287527 cites W2142274269 @default.
• W4313287527 cites W2147423506 @default.
• W4313287527 cites W2150956979 @default.
• W4313287527 cites W2151400105 @default.
• W4313287527 cites W2152161733 @default.
• W4313287527 cites W2158960409 @default.
• W4313287527 cites W2163606831 @default.
• W4313287527 cites W2168186402 @default.
• W4313287527 cites W2194496042 @default.
• W4313287527 cites W2194926314 @default.
• W4313287527 cites W2276195374 @default.
• W4313287527 cites W2295904668 @default.
• W4313287527 cites W2303599643 @default.
• W4313287527 cites W2333210606 @default.
• W4313287527 cites W2399809112 @default.
• W4313287527 cites W2417174564 @default.
• W4313287527 cites W2470247201 @default.
• W4313287527 cites W2485420366 @default.
• W4313287527 cites W2529440348 @default.
• W4313287527 cites W2559504159 @default.
• W4313287527 cites W2574826698 @default.
• W4313287527 cites W2588540686 @default.
• W4313287527 cites W2589523859 @default.
• W4313287527 cites W2607369200 @default.
• W4313287527 cites W2611751328 @default.
• W4313287527 cites W2626285998 @default.
• W4313287527 cites W2729258305 @default.
• W4313287527 cites W2735018031 @default.
• W4313287527 cites W2748350664 @default.
• W4313287527 cites W2765568504 @default.
• W4313287527 cites W2766249043 @default.
• W4313287527 cites W2777952969 @default.
• W4313287527 cites W2780496495 @default.
• W4313287527 cites W2789707096 @default.
• W4313287527 cites W2801238510 @default.
• W4313287527 cites W2805415962 @default.
• W4313287527 cites W2897297707 @default.
• W4313287527 cites W2898130258 @default.
• W4313287527 cites W2902088700 @default.
• W4313287527 cites W2905793311 @default.

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