Miguel Noguera

Mr. Miguel Noguera

University of Huelva, Huelva, Andalusia, Spain
orcid

Research Focus & Metrics

Academic Career Length

24Years (2003-Present)

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

Representative Publications

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22 February 2020 in Remote Sensing
Verified
Journal Article
Open access
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MNMiguel Noguera
Miguel Noguera
BMBorja Millán
Borja Millán
JPJUAN PEREZ PAREDES
JUAN PEREZ PAREDES
JRJuan Manuel Ponce Real
Juan Manuel Ponce Real
AAArturo Aquino
Arturo Aquino
JAJosé Manuel Andújar
José Manuel Andújar
In recent years, many olive orchards, which are a major crop in the Mediterranean basin, have been converted into intensive or super high-density hedgerow systems. This configuration is more efficient in terms of yield per hectare, but at the same time the water requirements are higher than in traditional grove arrangements. Moreover, irrigation regulations have a high environmental (through water use optimization) impact and influence on crop quality and yield. The mapping of (spatio-temporal) variability with conventional water stress assessment methods is impractical due to time and labor constraints, which often involve staff training. To address this problem, this work presents the development of a new low-cost device based on a thermal infrared (IR) sensor for the measurement of olive tree canopy temperature and monitoring of water status. The performance of the developed device was compared to a commercial thermal camera. Furthermore, the proposed device was evaluated in a commercially managed olive orchard, where two different irrigation treatments were established: a full irrigation treatment (FI) and a regulated deficit irrigation (RDC), aimed at covering 100% and 50% of crop evapotranspiration (ETc), respectively. Predawn leaf water potential (ΨPD) and stomatal conductance (gs), two widely accepted indicators for crop water status, were regressed to the measured canopy temperature. The results were promising, reaching a coefficient of determination R2 ≥ 0.80. On the other hand, the crop water stress index (CWSI) was also calculated, resulting in a coefficient of determination R2 ≥ 0.79. The outcomes provided by the developed device support its suitability for fast, low-cost, and reliable estimation of an olive orchard’s water status, even suppressing the need for supervised acquisition of reference temperatures. The newly developed device can be used for water management, reducing water usage, and for overall improvements to olive orchard management.

20 December 2022 in Agriculture
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Journal Article
Open access
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MNMiguel Noguera
Miguel Noguera
BMBorja Millán
Borja Millán
JAJosé Manuel Andújar
José Manuel Andújar
The state of ripeness at harvest is a key piece of information for growers as it determines the market price of the yield. This has been traditionally assessed by destructive chemical methods, which lead to low-spatiotemporal resolution in the monitorization of crop development and poor responsiveness for growers. These limitations have shifted the focus to remote-sensing, spectroscopy-based approaches. However, most of the research focusing on these approaches has been accomplished with expensive equipment, which is exorbitant for most users. To combat this issue, this work presents a low-cost, hand-held, multispectral device with original hardware specially designed to face the complexity related to in-field use. The proposed device is based on a development board (AS7265x, AMS AG) that has three sensor chips with a spectral response of eighteen channels in a range from 410 to 940 nm. The proposed device was evaluated in a red-grape field experiment. Briefly, it was used to acquire the spectral signature of eighty red-grape samples in the vineyard. Subsequently, the grape samples were analysed using standard chemical methods to generate ground-truth values of ripening status indicators (soluble solid content (SSC) and titratable acidity (TA)). The eighteen pre-process reflectance measurements were used as input for training artificial neural network models to estimate the two target parameters (SSC and TA). The developed estimation models were evaluated through a leave-one-out cross-validation approach obtaining promising results (R2 = 0.70, RMSE = 1.21 for SSC; and R2 = 0.67, RMSE = 0.91 for TA).

8 September 2021 in Journal of Fungi
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Journal Article
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AFAna Falcon-Piñeiro
Ana Falcon-Piñeiro
EREfrén Remesal
Efrén Remesal
MNMiguel Noguera
Miguel Noguera
JRJuan José Ariza Romero
Juan José Ariza Romero
EGEnrique Guillamón
Enrique Guillamón
JNJuan Navas-Cortes
Juan Navas-Cortes
Verticillium wilt, caused by Verticillium dahliae, is the most devastating soil-borne fungal disease of olive trees worldwide. Currently, there is no effective measure available to control the pathogen in diseased plants in open field conditions. Searching more effective and sustainable solutions are a priority for the olive sector. The existing alternatives for disease control include the use of biological control microorganisms and compounds of natural origin from plants, such as Alliaceae. Propyl propane thiosulfinate (PTS) and propyl propane thiosulfonate (PTSO) are two organosulfur compounds derived from Allium cepa with a widely documented antimicrobial activity. The aim of this study was to evaluate the antifungal activity of PTS and PTSO against the defoliating and non-defoliating V. dahliae pathotypes. Firstly, several in vitro tests were performed (Minimum Antifungal Concentration, susceptibility studies according to the Kirby–Bauer disk-diffusion method, antifungal activity through aerial diffusion and effect on mycelial growth). The ability of both compounds to sanitize soil was evaluated using a sterile substrate inoculated with V. dahliae. Finally, challenges in growth chambers were carried out. PTS and PTSO generated growth inhibition zones in agar diffusion and the gas phase, and the mycelial growth of all the V. dahliae strains was significantly altered. The V. dahliae population in soil was considerably reduced after the sanitization. Finally, in planta assays demonstrated the ability of these compounds to reduce disease related parameters and their contribution to control the phytopathogen. In conclusion, the results showed that the PTS and PTSO from Allium cepa display in vitro and in vivo antifungal activity against V. dahliae and suggested that both compounds could be used as natural and environmentally friendly tools for Verticillium wilt management.

19 April 2022 in Agronomy
Verified
Journal Article
Open access
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MNMiguel Noguera
Miguel Noguera
BMBorja Millán
Borja Millán
AAArturo Aquino
Arturo Aquino
JAJosé Manuel Andújar
José Manuel Andújar
The standard methods for determining the quality of olives involve chemical methods that are time-consuming and expensive. These limitations lead growers to homogeneous harvesting based on subjective criteria such as intuition and visual decisions. In recent times, precision agriculture techniques for fruit quality assessment, such as spectroscopy, have been introduced. However, they require expensive equipment, which limit their use to olive mills. This work presents a complete methodology based on a new low-cost multispectral sensor for assessing quality parameters of intact olive fruits. A set of 507 olive samples were analyzed with the proposed device. After data pre-processing, artificial neural network (ANN) models were trained using the 18 reflectance signals acquired by the sensor as input and three olive quality indicators (moisture, acidity, and fat content) as targets. The responses of the ANN models were promising, reaching coefficient-of-determination values of 0.78, 0.86, and 0.62 for fruit moisture, acidity, and fat content, respectively. These results show the suitability of the proposed device for assessing the quality status of intact olive fruits. Its performance, along with its low cost and ease of use, paves the way for the implementation of an olive fruit quality appraisal system that is more affordable for olive growers.

31 October 2023 in Computers and Electronics in Agriculture
Verified
Journal Article
Closed access
AAArturo Aquino
Arturo Aquino
JRJuan Manuel Ponce Real
Juan Manuel Ponce Real
MNMiguel Noguera
Miguel Noguera
JAJosé Manuel Andújar
José Manuel Andújar

1 July 2015 in Retos
Verified
Journal Article
Open access
MNMiguel Noguera
Miguel Noguera
El objetivo de este artículo es revisar la evolución de los estilos de enseñanza en España, desde la perspectiva de un docente que ha trabajado e investigado el tema durante 40 años de vida profesional. Pretende reflexionar sobre las fases de su vida profesional, al tiempo que analiza su desarrollo personal y como docente ligado a los estilos de enseñanza que estudia, practica, enseña e investiga sobre los mismos. Paralelamente se detiene en las patologías docentes que aparecen en cada fase provocando cambios en su forma de enseñar. Finalmente plantea algunas conclusiones sobre la evolución seguida y las perspectivas de futuro de los estilos de enseñanza. This work is the essay on the evolution of teaching styles in Spain, from the perspective of a teacher of 40 years of professional life. The aim of this article is to review the evolution of teaching styles in Spain, from the perspective of a teacher who has worked and researched the subject for 40 years of professional life. Some thoughts about the stages of his career, while analyzing their personal development and teacher linked to teaching styles studying, practice, teaching and research on them. Parallel stops in teaching conditions that appear in each phase causing changes in their teaching. Finally presents some conclusions about the evolution followed and future prospects of teaching styles.