Non-invasive real-time monitoring of vineyard soils, berries and leaves with FT-NIR spectroscopy

被引:4
|
作者
Lopo, Miguel [1 ]
Teixeira dos Santos, Claudia A. [1 ]
Pascoa, Ricardo N. M. J. [1 ]
Graca, Antonio R. [2 ]
Lopes, Joao A. [1 ,3 ]
机构
[1] Univ Porto, REQUIMTE, Lab Quim Aplicada, Dept Ciencias Quim,Fac Farm, P-4050313 Oporto, Portugal
[2] SOGRAPE Vinhos SA, Dept Invest & Desenvolvimento, P-4430852 Avintes, Portugal
[3] Univ Lisbon, Fac Farm, Dept Farm Galen & Tecnol Farmaceut, P-1649003 Lisbon, Portugal
关键词
PARTIAL LEAST-SQUARES; PHENOLOGY; VIGOR;
D O I
10.1051/bioconf/20150501003
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Production of high quality wines requires a permanent monitoring during the entire winemaking process. A healthy production, ensured by tailor-made strategies that will lead to consumer's satisfaction is of the utmost importance. The influence of the terroir characteristics on the features of a wine has always been prone to much debate amongst the wine industry. The composition of grapes is the result of the characteristics of each individual terroir. Soil impact on growth of the vineyard, grape variety characteristics and ultimately wine quality is well known. Current strategy for analysing soils (pedology) is based on wet chemistry methods, which are often laborious, expensive, time-consuming and may be of limited use. An efficient, high-throughput analytical method for estimating the impact of soil quality, tillage and thinning on the grapes quality is of paramount importance for the wine industry. Near infrared spectroscopy (NIRS) is a rapid, non-destructive, inexpensive and accurate analysis technique and its use in soil evaluation for discriminating different types of soil as well as soil constituents is rapidly increasing. Results obtained from direct monitoring of four Portuguese vineyards in different locations (wine appellation regions "Alentejo", "Dao", "Douro" and "Vinhos Verdes") using two different portable near-infrared spectrometers are presented. In-situ measurements of soils (at different depths), plant leaves and berries were performed on different stages of the ripening period. Spectral analysis was performed with chemometric methods: PCA and PLS-DA. This monitoring approach revealed to be an excellent tool for the support of a vineyard's micro-zoning process.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] FT-NIR spectroscopy for non-invasive identification of natural polymers and resins in easel paintings
    Vagnini, M.
    Miliani, C.
    Cartechini, L.
    Rocchi, P.
    Brunetti, B. G.
    Sgamellotti, A.
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2009, 395 (07) : 2107 - 2118
  • [2] FT-NIR spectroscopy for non-invasive identification of natural polymers and resins in easel paintings
    M. Vagnini
    C. Miliani
    L. Cartechini
    P. Rocchi
    B. G. Brunetti
    A. Sgamellotti
    Analytical and Bioanalytical Chemistry, 2009, 395 : 2107 - 2118
  • [4] Using FT-NIR spectra in non-invasive measurements of apple firmness
    College of Food Science and Engineering, Northwest A and F University, Yangling 712100, China
    不详
    Nongye Jixie Xuebao, 2009, 1 (120-123):
  • [5] Real-Time Monitoring of Tablet Film Thickness in a Fluid-Bed Coater Using FT-NIR
    Choi, Guang-Jin
    Despagne, Frederic
    SPECTROSCOPY, 2010, : 15 - 15
  • [6] Use of FT-NIR spectrometry in non-invasive measurements of internal quality of 'Fuji' apples
    Liu, YD
    Ying, YB
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2005, 37 (01) : 65 - 71
  • [7] Pulse Spectroscopy System for Non-Invasive Real-Time Monitoring of the Heart Beat Volume
    Andruschenko, S.
    Timm, U.
    Hinz, M.
    Koball, S.
    Kraitl, J.
    Lewis, E.
    Ewald, H.
    2010 IEEE SENSORS, 2010, : 1863 - 1868
  • [8] Real-time monitoring of powder mixing in a convective blender using non-invasive reflectance NIR spectrometry
    Bellamy, Luke J.
    Nordon, Alison
    Littlejohn, David
    ANALYST, 2008, 133 (01) : 58 - 64
  • [9] Microfabricated sensors for non-invasive, real-time monitoring of organoids
    Kim, Yoojeong
    Chica-Carrillo, Erick C.
    Lee, Hyunjoo J.
    MICRO AND NANO SYSTEMS LETTERS, 2024, 12 (01)
  • [10] Rapid and non-invasive analysis of deoxynivalenol in durum and common wheat by Fourier-Transform Near Infrared (FT-NIR) spectroscopy
    De Girolamo, A.
    Lippolis, V.
    Nordkvist, E.
    Visconti, A.
    FOOD ADDITIVES AND CONTAMINANTS PART A-CHEMISTRY ANALYSIS CONTROL EXPOSURE & RISK ASSESSMENT, 2009, 26 (06): : 907 - 917