Precise plant height monitoring and biomass estimation with Terrestrial Laser Scanning in paddy rice

Clicks: 212
ID: 109177
2013
Optimizing crop management is a major topic in the field of precision agriculture as the growing world population puts pressure on the efficiency of field production. Accordingly, methods to measure plant parameters with the needed precision and within-field resolution are required. Studies show that Terrestrial Laser Scanning (TLS) is a suitable method to capture small objects like crop plants. In this contribution, the results of multi-temporal surveys on paddy rice fields with the TLS system Riegl LMS-Z420i are presented. Three campaigns were carried out during the key vegetative stage of rice plants in the growing period 2012 to monitor the plant height. The TLS-derived point clouds are interpolated to visualize plant height above ground as crop surface models (CSMs) with a high resolution of 0.01 m. Spatio-temporal differences within the data of one campaign and between consecutive campaigns can be detected. The results were validated against manually measured plant heights with a high correlation (R2 = 0.71). Furthermore, the dependence of actual biomass from plant height was evaluated. To the present, no method for the non-destructive determination of biomass is found yet. Thus, plant parameters, like the height, have to be used for biomass estimations. The good correlation (R2 = 0.66) leads to the assumption that biomass can be estimated from plant height measurements. The results show that TLS can be considered as a very promising tool for precision agriculture.
Reference Key
tilly2013preciseisprs Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Tilly, N.;Tilly, N.;Hoffmeister, D.;Hoffmeister, D.;Cao, Q.;Cao, Q.;Lenz-Wiedemann, V.;Lenz-Wiedemann, V.;Miao, Y.;Miao, Y.;Bareth, G.;Bareth, G.;
Journal isprs annals of the photogrammetry, remote sensing and spatial information sciences
Year 2013
DOI DOI not found
URL
https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/II-5-W2/295/2013/isprsannals-II-5-W2-295-2013.pdf
Keywords
Ecology Therapeutics. Pharmacology Medicine Engineering (General). Civil engineering (General) Technology Science general works general. including nature conservation, geographical distribution telecommunication electronics plant culture applied optics. photonics

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