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- W4210393800 abstract "Passive microwave remote sensing at L-band (1.4 GHz) provides an unprecedented opportunity to estimate global surface soil moisture (SM) and vegetation water content (via the vegetation optical depth, VOD), which are essential to monitor the Earth water and carbon cycles. Currently, only two space-borne L-band radiometer missions are operating: the Soil Moisture and Ocean Salinity (SMOS) and the Soil Moisture Active Passive (SMAP) missions in orbit since 2009 and 2015, respectively. This study presents a new mono-angle retrieval algorithm (called SMAP-INRAE-BORDEAUX, hereafter SMAP-IB) of SM and L-band VOD (L-VOD) from the dual-channel SMAP radiometric observations. The retrievals are based on the L-MEB (L-band Microwave Emission of the Biosphere) model which is the forward model of SMOS-IC and of the official SMOS retrieval algorithms. The SMAP-IB product aims at providing good performances for both SM and L-VOD while remaining independent of auxiliary data: neither modelled SM data nor optical vegetation indices are used as input in the algorithm. Inter-comparison with other SM and L-VOD products (i.e., MT-DCA, SMOS-IC, and the new versions of DCA and SCA-V extracted from SMAP passive Level 3 product) suggested that SMAP-IB performed well for both SM and L-VOD. In particular, SMAP-IB SM retrievals presented the higher scores (R = 0.74) in capturing the temporal trends of in-situ observations from ISMN (International Soil Moisture Network) during April 2015–March 2019, followed by MT-DCA (R = 0.71). While the lowest ubRMSD value was obtained by the new version of SMAP DCA (0.056 m3/m3), SMAP-IB SM retrievals presented best scores for R, ubRMSD (~ 0.058 m3/m3) and bias (0.002 m3/m3) when considering only products independent of optical vegetation indices (e.g., NDVI). L-VOD retrievals from SMAP-IB, MT-DCA, and SMOS-IC were well correlated (spatially) with aboveground biomass and tree height, with spatial R values of ~0.88 and ~ 0.90, respectively. All three L-VOD products exhibited a smooth non-linear density distribution with biomass and a good linear relationship with tree height, especially at high biomass levels, while the L-VOD datasets incorporating optical information in the algorithms (i.e., SCA-V and DCA) showed obvious saturation effects. It is expected that this new algorithm can facilitate the fusion of both SM and L-VOD retrievals from SMOS and SMAP to obtain long-term and continuous L-band earth observation products." @default.
- W4210393800 created "2022-02-08" @default.
- W4210393800 creator A5006211721 @default.
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- W4210393800 date "2022-03-01" @default.
- W4210393800 modified "2023-10-14" @default.
- W4210393800 title "A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison" @default.
- W4210393800 cites W1629378741 @default.
- W4210393800 cites W1651208609 @default.
- W4210393800 cites W1846937779 @default.
- W4210393800 cites W1966928556 @default.
- W4210393800 cites W1967088268 @default.
- W4210393800 cites W1977473269 @default.
- W4210393800 cites W1981146655 @default.
- W4210393800 cites W1982613823 @default.
- W4210393800 cites W1992149668 @default.
- W4210393800 cites W2003707405 @default.
- W4210393800 cites W2021184758 @default.
- W4210393800 cites W2021765748 @default.
- W4210393800 cites W2027690707 @default.
- W4210393800 cites W2039348932 @default.
- W4210393800 cites W2044270729 @default.
- W4210393800 cites W2044417912 @default.
- W4210393800 cites W2056063911 @default.
- W4210393800 cites W2064005663 @default.
- W4210393800 cites W2067426984 @default.
- W4210393800 cites W2078285988 @default.
- W4210393800 cites W2082040229 @default.
- W4210393800 cites W2086373815 @default.
- W4210393800 cites W2093540905 @default.
- W4210393800 cites W2100401723 @default.
- W4210393800 cites W2104561031 @default.
- W4210393800 cites W2105440553 @default.
- W4210393800 cites W2108811427 @default.
- W4210393800 cites W2115405237 @default.
- W4210393800 cites W2116428100 @default.
- W4210393800 cites W2124193396 @default.
- W4210393800 cites W2135048240 @default.
- W4210393800 cites W2141219203 @default.
- W4210393800 cites W2144137496 @default.
- W4210393800 cites W2155607837 @default.
- W4210393800 cites W2157980636 @default.
- W4210393800 cites W2167962096 @default.
- W4210393800 cites W2168186402 @default.
- W4210393800 cites W2168359209 @default.
- W4210393800 cites W2176285294 @default.
- W4210393800 cites W2211624364 @default.
- W4210393800 cites W2290757597 @default.
- W4210393800 cites W2340780200 @default.
- W4210393800 cites W2348428089 @default.
- W4210393800 cites W2352044181 @default.
- W4210393800 cites W2399809112 @default.
- W4210393800 cites W2572951874 @default.
- W4210393800 cites W2582059183 @default.
- W4210393800 cites W2586443140 @default.
- W4210393800 cites W2592532928 @default.
- W4210393800 cites W2601902151 @default.
- W4210393800 cites W2731015236 @default.
- W4210393800 cites W2777521596 @default.
- W4210393800 cites W2786550037 @default.
- W4210393800 cites W2792923883 @default.
- W4210393800 cites W2797812361 @default.
- W4210393800 cites W2885570979 @default.
- W4210393800 cites W2887753654 @default.
- W4210393800 cites W2900634410 @default.
- W4210393800 cites W2901588204 @default.
- W4210393800 cites W2914024598 @default.
- W4210393800 cites W2917578638 @default.
- W4210393800 cites W2919449672 @default.
- W4210393800 cites W2955045786 @default.
- W4210393800 cites W2964554484 @default.
- W4210393800 cites W2971936975 @default.
- W4210393800 cites W2982099882 @default.
- W4210393800 cites W2985323358 @default.
- W4210393800 cites W2993849804 @default.
- W4210393800 cites W2995152164 @default.
- W4210393800 cites W2999012568 @default.
- W4210393800 cites W3004005115 @default.
- W4210393800 cites W3004469112 @default.
- W4210393800 cites W3019560248 @default.
- W4210393800 cites W3023439803 @default.
- W4210393800 cites W3023644272 @default.
- W4210393800 cites W3024727387 @default.
- W4210393800 cites W3025949386 @default.
- W4210393800 cites W3046656111 @default.
- W4210393800 cites W3085031235 @default.