Artículo
Bruscantini, C.A.; Perna, P.; Ferrazzoli, P.; Grings, F.; Karszenbaum, H.; Crow, W.T. "Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission" (2014) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7(3):1123-1129
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Abstract:
An Observing System Simulation Experiment (OSSE) for the Aquarius/SAC-D mission that includes different models for forward and retrieval processes is presented. This OSSE is implemented to study the errors related to the use of simple retrieval models in passive microwave applications. To this end, a theoretical forward model was introduced, which is suitable to reproduce some of the complexities related to canopy vegetation scattering. So far, this OSSE has been successfully exploited to study the artifacts in the retrieved soil moisture associated to: 1) uncertainties and aggregation of the ancillary parameters needed for the retrieval, and 2) instrumental noise effects. In this paper, we attempt to model the influence of this 'model asymmetry' (different forward and inverse model) in the estimated soil moisture. These asymmetries are related to the fact that the emissivity of real surfaces is complex and strongly dependent on land cover type and condition. In particular, surface covered by average to dense vegetation presents complex scattering properties, related to canopy structure. Using this theoretical model, the difficulties related to retrieving soil moisture from passive data with a simple model are studied. The accuracy of the soil moisture estimation is analyzed in order to illustrate the impact of discrepancies between both models. In general, retrieved soil moisture performs worse over dense vegetated areas and under wet conditions. Furthermore, accuracy is highly dependent on land cover. © 2014 IEEE.
Registro:
| Documento: | Artículo |
| Título: | Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission |
| Autor: | Bruscantini, C.A.; Perna, P.; Ferrazzoli, P.; Grings, F.; Karszenbaum, H.; Crow, W.T. |
| Filiación: | Instituto de Astronomía y Física Del Espacio (IAFE), Buenos Aires, Argentina Tor Vergata University, DICII, 00133 Roma, Italy Hydrology and Remote Sensing Laboratory, USDA/ ARS, Beltsville, MD 20705, United States |
| Palabras clave: | Aquarius; OSSE; Radiative transfer model; Soil moisture; Theoretical model; Electromagnetic wave emission; Soil moisture; AQUARIUS; Forward and inverse modeling; Observing system simulation experiments; OSSE; Radiative transfer model; Soil moisture estimation; Theoretical modeling; Vegetation scattering; Computer simulation; accuracy assessment; Aquarius; emissivity; radiative transfer; satellite data; satellite imagery; scattering; soil analysis; soil moisture |
| Año: | 2014 |
| Volumen: | 7 |
| Número: | 3 |
| Página de inicio: | 1123 |
| Página de fin: | 1129 |
| DOI: | http://dx.doi.org/10.1109/JSTARS.2013.2265076 |
| Título revista: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Título revista abreviado: | IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. |
| ISSN: | 19391404 |
| Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_19391404_v7_n3_p1123_Bruscantini |
Referencias:
- Le Vine, D.M., Lagerloef, G.S.E., Yueh, S., Pellerano, F., Dinnat, E., Wentz, F., Aquarius mission technical overview (2006) International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1678-1680. , DOI 10.1109/IGARSS.2006.434, 4241581, 2006 IEEE International Geoscience and Remote Sensing Symposium, IGARSS
- Bruscantini, C.A., Crow, W.T., Grings, F.M., Perna, P., Maas, M., Karszenbaum, H., An Observing System Simulation Experiment (OSSE) for the Aquarius/SAC-D soil moisture product IEEE Trans. Geosci. Remote Sens, , to be published
- Crow, W.T., Drusch, M., Wood, E.F., An observation system simulation experiment for the impact of land surface heterogeneity on AMSR-E soil moisture retrieval (2001) IEEE Transactions on Geoscience and Remote Sensing, 39 (8), pp. 1622-1631. , DOI 10.1109/36.942540, PII S0196289201066785, Large Scale Passive Microwave Remote Sensing of Soil Moisture
- Kurum, M., Lang, R.H., O'Neill, P.E., Joseph, A.T., Jackson, T.J., Cosh, M.H., A first-order radiative transfer model for microwave radiometry of forest canopies at L-band (2011) IEEE Trans. Geosci. Remote Sens, 49 (9), pp. 3167-3179
- Konings, A.G., Entekhabi, D., Chan, S.K., Njoku, E.G., Effect of radiative transfer uncertainty on L-band radiometric soil moisture retrieval (2011) IEEE Trans. Geosci. Remote Sens, 49 (7), pp. 2686-2698. , Jul
- Crow, W.T., Chan, S.T.K., Entekhabi, D., Houser, P.R., Hsu, A.Y., Jackson, T.J., Njoku, E.G., Zhan, X., An observing system simulation experiment for Hydros radiometer-only soil moisture products (2005) IEEE Trans. Geosci. Remote Sens, 43 (6), pp. 1289-1303. , Jun
- Bruscantini, C.A., Grings, F.M., Perna, P., Karszenbaum, H., Crow, W.T., Jacobo, J.C.A., An Observing System Simulation Experiment (OSSE) for the Aquarius/SAC-D soil moisture product (2012) Proc. 12th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment (MicroRad)
- Kerr, Y.H., Njoku, E.G., A semiempirical model for interpreting microwave emission from semiarid land surfaces as seen from space (1990) IEEE Trans. Geosci. Remote Sens, 28 (3), pp. 384-393. , May
- Ferrazzoli, P., Guerriero, L., Passive microwave remote sensing of forests: Model investigationa (1996) IEEE Transactions on Geoscience and Remote Sensing, 34 (2), pp. 433-443. , PII S0196289296010121
- Zhan, X., Crow, W.T., Jackson, T.J., O'Neill, P.E., Improving spaceborne radiometer soil moisture retrievals with alternative aggregation rules for ancillary parameters in highly heterogeneous vegetated areas (2008) IEEE Geosci. Remote Sens. Lett, 5 (2), pp. 261-265. , Apr
- Della Vecchia, A., Ferrazzoli, P., Guerriero, L., Rahmoune, R., Paloscia, S., Pettinato, S., Santi, E., Modeling the multi-frequency emission of broadleaf forests and their components (2010) IEEE Trans. Geosci. Remote Sens, 48, pp. 260-272
- Ferrazzoli, P., Wigneron, J.-P., Guerriero, L., Chanzy, A., Multifrequency emission of wheat: Modeling and applications (2000) IEEE Transactions on Geoscience and Remote Sensing, 38 (6), pp. 2598-2607. , DOI 10.1109/36.885206
- Della Vecchia, A., Ferrazzoli, P., Wigneron, J.-P., Grant, J.P., Modeling forest emissivity at L-band and a comparison with multitemporal measurements (2007) IEEE Geoscience and Remote Sensing Letters, 4 (4), pp. 508-512. , DOI 10.1109/LGRS.2007.900687
Citas:
---------- APA ----------
Bruscantini, C.A., Perna, P., Ferrazzoli, P., Grings, F., Karszenbaum, H. & Crow, W.T. (2014) . Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(3), 1123-1129.http://dx.doi.org/10.1109/JSTARS.2013.2265076
---------- CHICAGO ----------
Bruscantini, C.A., Perna, P., Ferrazzoli, P., Grings, F., Karszenbaum, H., Crow, W.T. "Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission" . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7, no. 3 (2014) : 1123-1129.http://dx.doi.org/10.1109/JSTARS.2013.2265076
---------- MLA ----------
Bruscantini, C.A., Perna, P., Ferrazzoli, P., Grings, F., Karszenbaum, H., Crow, W.T. "Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission" . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 3, 2014, pp. 1123-1129.http://dx.doi.org/10.1109/JSTARS.2013.2265076
---------- VANCOUVER ----------
Bruscantini, C.A., Perna, P., Ferrazzoli, P., Grings, F., Karszenbaum, H., Crow, W.T. Effect of forward/inverse model asymmetries over retrieved soil moisture assessed with an OSSE for the Aquarius/SAC-D mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2014;7(3):1123-1129.http://dx.doi.org/10.1109/JSTARS.2013.2265076
