Field experiment; L-band radiometry; SMAP; SMOS; Soil moisture; Vegetation optical depth; Computer Science Applications; Earth and Planetary Sciences (all)
Abstract :
[en] This paper describes the first results of a field experiment conducted at the Selhausen remote sensing field laboratory (Germany) over the entire growing season of a winter wheat. Brightness temperature measurements were performed with the passive microwave L-band radiometer ELBARA-II. The data were collected above two different footprints within a homogeneous winter wheat stand in order to disentangle between the radiation originating from the soil and the radiation originating from the vegetation. In a first step, the brightness temperature (T B ) data collected above the first plot with the soil surface covered by a metal grid (i.e., blocking the radiations from the ground) were used to retrieve the vegetation optical depth (t). In a second step, T B data collected above the second plot without the metal grid on the soil surface were used to retrieve the soil surface moisture using several inverse modeling approaches. All modeling investigations were performed with the simple zero-order t-? model. The results show that using t data derived from the first plot as a priori information, which showed to be time, polarization, and angle dependent, allows us to improve the soil moisture retrieval, due to a better representation of the vegetation canopy effect on the measured T B . Furthermore, the correlations between t and different vegetation indices were analyzed and highlight the potential of t in terms of vegetation monitoring for, e.g., all-weather measurements compared to optical measurements.
Meyer, Thomas; Institute of Bio and Geosciences, IBG-3 Forschungszentrum Jülich GmbH, Germany
Jonard, François ; Université de Liège - ULiège > Département de géographie ; Institute of Bio and Geosciences, IBG-3 Forschungszentrum Jülich GmbH, Germany ; Earth and Life Institute, Université catholique de Louvain, Belgium
Weihermüller, Lutz; Institute of Bio and Geosciences, IBG-3 Forschungszentrum Jülich GmbH, Germany
Language :
English
Title :
Vegetation optical depth and soil moisture retrieval using L-band radiometry over the entire growing season of a winter wheat stand
Publication date :
31 October 2018
Event name :
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium
Event place :
Valencia, Esp
Event date :
22-07-2018 => 27-07-2018
Audience :
International
Main work title :
2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings
Publisher :
Institute of Electrical and Electronics Engineers Inc.
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