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Comparison of Landsat-8 and Sentinel-2 Data for Estimation of Leaf Area Index in Temperate Forests
Open AccessArticle

Relating X-band SAR Backscattering to Leaf Area Index of Rice in Different Phenological Phases

Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands
Philippine Rice Research Institute, Science City of Munoz, Nueva Ecija 3119, Philippines
International Rice Research Institute, Los Baños, Laguna 4031, Philippines
Macquarie University, Sydney, NSW 2109, Australia
Author to whom correspondence should be addressed.
Remote Sens. 2019, 11(12), 1462;
Received: 1 May 2019 / Revised: 13 June 2019 / Accepted: 18 June 2019 / Published: 20 June 2019
(This article belongs to the Special Issue Leaf Area Index (LAI) Retrieval using Remote Sensing)
The objective of this study is to provide complete information on the dynamic relationship between X-band (3.11 cm) backscattering intensity (σ°) and rice crop’s leaf area index (LAI) at all growth phases. Though the relationship between X-band σ° and LAI has been previously explored, details on the relationship at the reproductive phase remain unstudied. LAI at the reproductive phase is important particularly at the heading stage where LAI reaches its maximum as it is closely related to grain yield, and at flowering stage where the total leaf area affects the amount of photosynthates. Therefore, this study examined the relationship of increasing LAI (vegetative to reproductive phase) and decreasing LAI (ripening phase) with TerraSAR-X (TSX) ScanSAR (3.11 cm) σ° at HH polarisation and 45° incidence angle. The results showed a statistically significant (R2 = 0.51, p value < 0.001) non-linear relationship of LAI with σ° at the vegetative to reproductive phase while no significant linear relationship was found at the ripening phase. This study completes the response curve of X-band σ° to LAI by filling in the information on the reproductive phase which more accurately characterises the dynamic relationship between the rice crop’s LAI and X-band’s σ°. This contributes to improved knowledge on the use of X-band data for estimating LAI for the whole crop cycle which is essential for the modelling of crop growth and estimation of yield. View Full-Text
Keywords: X-band; SAR; LAI; backscattering intensity; rice X-band; SAR; LAI; backscattering intensity; rice
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MDPI and ACS Style

Asilo, S.; Nelson, A.; de Bie, K.; Skidmore, A.; Laborte, A.; Maunahan, A.; Quilang, E.J.P. Relating X-band SAR Backscattering to Leaf Area Index of Rice in Different Phenological Phases. Remote Sens. 2019, 11, 1462.

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