Rafael F. Muñoz-Huerta

Dr. Rafael F. Muñoz-Huerta


Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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16 August 2013 in Sensors
Verified
Journal Article
Open access
PDF file
RMRafael F. Muñoz-Huerta
Rafael F. Muñoz-Huerta
Ramon Guevara-GonzalezRamon Guevara-Gonzalez
Ramon Guevara-Gonzalez
LCLuis Miguel Contreras-Medina
Luis Miguel Contreras-Medina
ITIrineo Torres-Pacheco
Irineo Torres-Pacheco
JPJuan Prado-Olivarez
Juan Prado-Olivarez
RORosalia Ocampo-Velazquez
Rosalia Ocampo-Velazquez
Nitrogen (N) plays a key role in the plant life cycle. It is the main plant mineral nutrient needed for chlorophyll production and other plant cell components (proteins, nucleic acids, amino acids). Crop yield is affected by plant N status. Thus, the optimization of nitrogen fertilization has become the object of intense research due to its environmental and economic impact. This article focuses on reviewing current methods and techniques used to determine plant N status. Kjeldahl digestion and Dumas combustion have been used as reference methods for N determination in plants, but they are destructive and time consuming. By using spectroradiometers, reflectometers, imagery from satellite sensors and digital cameras, optical properties have been measured to estimate N in plants, such as crop canopy reflectance, leaf transmittance, chlorophyll and polyphenol fluorescence. High correlation has been found between optical parameters and plant N status, and those techniques are not destructive. However, some drawbacks include chlorophyll saturation, atmospheric and soil interference, and the high cost of instruments. Electrical properties of plant tissue have been used to estimate quality in fruits, and water content in plants, as well as nutrient deficiency, which suggests that they have potential for use in plant N determination.

27 June 2014 in Sensors
Verified
Journal Article
Open access
PDF file
RMRafael F. Muñoz-Huerta
Rafael F. Muñoz-Huerta
AOAntonio De J. Ortiz-Melendez
Antonio De J. Ortiz-Melendez
Ramon Guevara-GonzalezRamon Guevara-Gonzalez
Ramon Guevara-Gonzalez
ITIrineo Torres-Pacheco
Irineo Torres-Pacheco
GHGilberto Herrera-Ruiz
Gilberto Herrera-Ruiz
RORosalia Ocampo-Velazquez
Rosalia Ocampo-Velazquez
Nitrogen plays a key role in crop yields. Hence, farmers may apply excessive N fertilizers to crop fields, inducing environmental pollution. Crop N monitoring methods have been developed to improve N fertilizer management, most of them based on leaf or canopy optical-property measurements. However, sensitivity to environmental interference remains an important drawback. Electrical impedance has been applied to determine the physiological and nutritional status of plant tissue, but no studies related to plant-N contents are reported. The objective of this article is to analyze how the electrical impedance response of plants is affected by their N status. Four sets of lettuce (Lactuca sativa L.) with a different N-source concentrations per set were used. Total nitrogen and electrical impedance spectra (in a 1 to 100 kHz frequency range) were measured five times per set, three times every other day. Minimum phase angles of impedance spectra were detected and analyzed, together with the frequency value in which they occurred, and their magnitude at that frequency. High and positive correlation was observed between plant N content and frequency values at minimum phase angle with no significant variations detected between days of measurement. These results suggest that electrical impedance can be sensitive to plant N status.