Development of the near infrared spectroscopy model for detecting herbicide concentrations contaminated in water
- 1. Post Harvest Innovation Research and Development Laboratory, Department of Agricultural Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok (Thailand)
- 2. Department of Chemical Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok (Thailand)
Description
This research aims to develop the near infrared spectroscopy (NIR) models for detecting herbicide concentrations contaminated in water. Atrazine, the organochlorine herbicide, solution in the concentration range of 0-15 ppm were prepared in distilled water. Near infrared spectra were scanned by using Fourier transform spectrometer at wavenumbers of 12,500-4,000 cm−1 (800-2, 500 nm). Partial least square regression technique was used to establish the NIR models for detecting herbicide concentrations. The developed models showed high prediction potential of herbicide concentrations contaminated in water with the R2 of 0.97, RMSEE of 0.899 ppm, bias of -0.0003 ppm and RPD of 5.43. This indicated that these models can apply to analyse contamination of atrazine in the natural water sources. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1755-1315/301/1/012069Additional details
Identifiers
Publishing Information
- Journal Title
- IOP Conference Series: Earth and Environmental Science (Online)
- Journal Volume
- 301
- Journal Issue
- 1
- Journal Page Range
- [6 p.]
- ISSN
- 1755-1315
Conference
- Title
- 12. TSAE International Conference
- Dates
- 14-15 Mar 2019
- Place
- Chonburi (Thailand)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53068595
- Subject category
- S54: ENVIRONMENTAL SCIENCES; S37: INORGANIC, ORGANIC, PHYSICAL AND ANALYTICAL CHEMISTRY;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ABSORPTION SPECTROSCOPY; ATRAZINE; CONCENTRATION RATIO; ECOLOGICAL CONCENTRATION; FOURIER TRANSFORM SPECTROMETERS; INFRARED SPECTRA; LEAST SQUARE FIT; ORGANIC CHLORINE COMPOUNDS; WATER POLLUTION; WATER POLLUTION MONITORS
- Descriptors DEC
- DIMENSIONLESS NUMBERS; HERBICIDES; MATHEMATICAL SOLUTIONS; MAXIMUM-LIKELIHOOD FIT; MEASURING INSTRUMENTS; MONITORS; NUMERICAL SOLUTION; ORGANIC COMPOUNDS; ORGANIC HALOGEN COMPOUNDS; PESTICIDES; POLLUTION; SPECTRA; SPECTROMETERS; SPECTROSCOPY