TY - JOUR
T1 - Retrieval of vegetation height in rice fields using polarimetric SAR interferometry with TanDEM-X data
AU - Lopez-Sanchez, Juan M.
AU - Vicente-Guijalba, Fernando
AU - Erten, Esra
AU - Campos-Taberner, Manuel
AU - Garcia-Haro, Francisco Javier
N1 - Publisher Copyright:
© 2017 Elsevier Inc.
PY - 2017/4/1
Y1 - 2017/4/1
N2 - This work presents for the first time a demonstration with satellite data of polarimetric SAR interferometry (PolInSAR) applied to the retrieval of vegetation height in rice fields. Three series of dual-pol interferometric SAR data acquired with large baselines (2–3 km) by the TanDEM-X system during its science phase (April–September 2015) are exploited. A novel inversion algorithm especially suited for rice fields cultivated in flooded soil is proposed and evaluated. The validation is carried out over three test sites located in geographically different areas: Sevilla (SW Spain), Valencia (E Spain), and Ipsala (W Turkey), in which different rice types are present. Results are obtained during the whole growth cycle and demonstrate that PolInSAR is useful to produce accurate height estimates (RMSE 10–20 cm) when plants are tall enough (taller than 25–40 cm), without relying on external reference information.
AB - This work presents for the first time a demonstration with satellite data of polarimetric SAR interferometry (PolInSAR) applied to the retrieval of vegetation height in rice fields. Three series of dual-pol interferometric SAR data acquired with large baselines (2–3 km) by the TanDEM-X system during its science phase (April–September 2015) are exploited. A novel inversion algorithm especially suited for rice fields cultivated in flooded soil is proposed and evaluated. The validation is carried out over three test sites located in geographically different areas: Sevilla (SW Spain), Valencia (E Spain), and Ipsala (W Turkey), in which different rice types are present. Results are obtained during the whole growth cycle and demonstrate that PolInSAR is useful to produce accurate height estimates (RMSE 10–20 cm) when plants are tall enough (taller than 25–40 cm), without relying on external reference information.
KW - Agriculture
KW - Interferometry
KW - PolInSAR
KW - PolSAR
KW - Rice
KW - Synthetic aperture radar (SAR)
KW - TanDEM-X
KW - Vegetation height
UR - http://www.scopus.com/inward/record.url?scp=85012108952&partnerID=8YFLogxK
U2 - 10.1016/j.rse.2017.02.004
DO - 10.1016/j.rse.2017.02.004
M3 - Article
AN - SCOPUS:85012108952
SN - 0034-4257
VL - 192
SP - 30
EP - 44
JO - Remote Sensing of Environment
JF - Remote Sensing of Environment
ER -