Ground and airborne level optical sensors: is it possible to estimate maize crop N status?

Adjusting N fertilizer application to crop requirements is a key issue to improve fertilizer efficiency, reducing unnecessary input costs to farmers and N environmental impact. Among the multiple soil and crop tests developed, optical sensors that detect crop N nutritional status may have a large potential to adjust N fertilizer recommendation (Samborski et al. 2009). Optical readings are rapid to take and non-destructive, they can be efficiently processed and combined to obtain indexes or indicators of crop status. However, other physiological stress conditions may interfere with the readings and detection of the best crop nutritional status indicators is not always and easy task. Comparison of different equipments and technologies might help to identify strengths and weakness of the application of optical sensors for N fertilizer recommendation. The aim of this study was to evaluate the potential of various ground-level optical sensors and narrow-band indices obtained from airborne hyperspectral images as tools for maize N fertilizer recommendations. Specific objectives were i) to determine which indices could detect differences in maize plants treated with different N fertilizer rates, and ii) to evaluate its ability to identify N-responsive from non-responsive sites.

Las lecturas de Sáenz de Oíza. Desde Torres Blancas al Banco de Bilbao a través de una selección de textos hecha por el propio arquitecto.

El 29 de enero de 2000 Francisco Javier Sáenz de Oíza ofrece su última conferencia en el salón de actos del edificio sede del BBVA en el Paseo de la Castellana de Madrid. Esta conferencia inaugura el ciclo “El arquitecto enseña su obra”, organizado por el Colegio Oficial de Arquitectos de Madrid (C.O.A.M.) y la Escuela Técnica Superior de Arquitectura de Madrid (E.T.S.A.M.). Las obras en concreto que Oíza 'enseña' en este evento son Torres Blancas (Madrid, 1961- 1968) y Banco de Bilbao (Madrid, 1971-1980). Antes de la conferencia, blandiendo una carpeta, Oíza dice: Traigo aquí los textos de siempre, los que siempre he usado, (...) yo no he escrito ni una línea, solo he subrayado ciertos pasajes, en la medida de lo posible me gustaría leer alguno. Pero como aquí hay como para cinco horas, pues no se qué hacer. Citarlo sí, porque de ustedes el que quiera penetrar un poco en mi conocimiento, pues que vea las citas que yo hago aquí, qué pasajes, o qué libros o qué artículos propongo. 1 La carpeta que lleva Oíza en su mano contiene veinticuatro fichas mecanografiadas por él mismo. Las fichas son pasajes de textos; en su mayoría de textos literarios o poéticos, e incluyen una referencia bibliográfica que menciona: título de libro, edición y número de página. Además, en cada ficha están resaltados los pasajes que Oíza pretende leer. 2 Antes del comienzo de la conferencia Oíza dice: Tengo aquí citas de lecturas que le recomendaría a quien quiera enterarse de cómo es este edificio. 3 Durante la conferencia Oíza no parece hablar sobre las obras que debe enseñar; en cambio se dedica, casi exclusivamente, a leer en público. Esta tesis nace de lo sugerido por el propio Oíza. El objetivo general, siguiendo sus propias palabras, es 'penetrar un poco' en su conocimiento a partir de citas y recomendaciones de lecturas realizadas por él mismo al tratar sobre arquitectura. La hipótesis central plantea que por medio de sus lecturas Oíza sí habla de arquitectura, y sostiene también que a partir de sus textos es posible 'enterarse', al menos en parte, de cómo es un edificio, en particular Torres Blancas y Banco de Bilbao. Más aún, se plantea la hipótesis de que Oíza, maestro ágrafo y de carácter socrático, ha construido, no obstante, un 'discurso teórico' arquitectónico suficientemente sistemático. De modo que aún cuando Oíza no ha dejado una 'teoría' escrita es posible reconstruirla, en cierta medida, a partir de su elocución y a partir de la comprensión de sus 'lecturas'. Las fuentes primarias de esta tesis son: a) Las lecturas que Oíza recomienda en su conferencia de enero de 2000. b) Torres Blancas y Banco de Bilbao. c) Las lecturas en público realizadas por Oíza en conferencias, cursos, debates, mesas redondas, programas de TV, etc. El tema que se investiga es la relación entre los textos recomendados por Oíza y su arquitectura, y la pregunta guía de la investigación es cómo y en qué medida los textos pueden contribuir a la comprensión del pensamiento, del discurso y de la obra de Oíza. Torres Blancas y Banco de Bilbao son, en todo momento, las dos principales obras utilizadas para la observación y el contraste de los resultados de la investigación teórica en el desarrollo de la tesis. El soporte teórico y metodológico de la tesis está dado por la hermenéutica en tanto disciplina encargada de la interpretación y correcta comprensión de textos y obras, en particular por la filosofía hermenéutica de Hans-Georg Gadamer expuesta en Verdad y método. La relevancia, el aspecto original y la posible aportación al conocimiento de esta tesis consiste en una aproximación a Oíza y a su arquitectura, desde un punto de vista hasta ahora no investigado de forma sistemática, esto es, a partir de las lecturas de Oíza. ABSTRACT On 29th January 2000 Francisco Javier Sáenz de Oíza gave his last lecture in the Auditorium at BBVA headquarters located in Paseo de la Castellana avenue in Madrid. That lecture opened the series The Architect Shows his Work (El arquitecto enseña su obra) organised by the COAM Official College of Architects and the ETSAM Architecture School of Madrid. The specific works that Oíza 'shows' in his lecture were Torres Blancas (Madrid, 1961- 1968) and Banco de Bilbao (Madrid, 1971-1980). Before the lecture, waving a folder in his hand, Oíza says: I've got here the texts I've always used, (…) I haven't written a line, I've only underlined certain passages, I would like to read some of them to the extent possible. But I have here about five hours of reading, so I don't know what to do. I can cite them, yes, and anyone of you who want to delve a little into my knowledge can look at the citations I make here, the passages, books or articles I recommend. 1 The folder in Oíza's hand contains 24 files typed by the architect himself. The files consist of text passages -most of which are literary or poetry texts- and include the bibliographic citation with book the title, edition and page number. In addition, the passages Oíza intends to read are highlighted. Before starting his lecture Oíza says: I've got here citations of readings I'd recommend to those who want to realise how this building is. 2 During the lecture Oíza doesn't seem to be talking about the works he has to show, on the contrary, he focuses almost exclusively on reading texts to the audience. This thesis is the result of a suggestion made by Oíza himself. The broad aim is to 'delve a little into' his knowledge using citations and reading recommendations made by Oíza when dealing with the architecture subject. The main hypothesis proposes that Oíza talks about architecture through his readings and that starting from 'his' texts it is possible to 'realise', at least in part, how a building is, Torres Blancas and Banco de Bilbao in particular. Moreover, it is proposed the hypothesis that Oíza, as a Socratic teacher reluctant to write down his ideas, has nevertheless built a systematic 'theoretical discourse' on architecture. As a result, even when he has not written a 'theory', it is possible to reconstruct it to a certain degree, starting from his speech and from the understanding of his readings. The primary sources for this thesis are: a) The readings that Oíza recommends in his lecture of January 2000. b) The Torres Blancas and Banco de Bilbao. c) The readings done by Oíza in presentations, lectures, debates, panel discussions, television programmes, etc. The subject under research is the relationship between the texts that Oíza recommends and his architecture. The guiding question for the research is how and to what extent the texts can contribute to the understanding of Oíza's thoughts, discourse and work. Torres Blancas and Banco de Bilbao are the two main works considered along the thesis and they have been used for observation and to test the results of the theoretical research as it progresses. The thesis theoretical and methodological framework is based on the hermeneutics -as the discipline that deals with the interpretation and the correct understanding of texts and works-, in particular the hermeneutics philosophy of Hans-Georg Gadamer in Truth and Method. The relevance, the original element and the possible contribution of this thesis is given by the approach to Oíza and his architecture through Oíza's readings, a perspective that hasn't been yet systematically researched.

El cuarto propio de Eileen Gray. "Tempe à pailla" 1932-1934: síntesis Crítica de un Aprendizaje Arquitectónico

En esta tesis se estudia la vivienda “Tempe à pailla” (1932-1934) construida por Eileen Gray para uso propio, en la localidad francesa de Castellar. La expresión “cuarto propio” en el título del trabajo identifica este proyecto con la búsqueda de un lugar para la autoexperimentación. “Tempe à pailla” es el resultado de una enseñanza autodidacta adquirida por Eileen Gray gracias a la convivencia con los protagonistas del movimiento moderno, en el marco de la Francia de entreguerras. Las experiencias artesanales de E. Gray previas a la arquitectura y los instrumentos de aprendizaje permiten comprender el desarrollo de una mente crítica que cuestiona continuamente lo observado. Por ello, para demostrar la influencia de los postulados de los movimientos contemporáneos en la evolución de sus creaciones, y como preámbulo al análisis de “Tempe à pailla” se realiza un recorrido por las técnicas experimentadas y se analizan dos de sus primeros ejercicios de proyecto: “Vivienda de tres plantas” (1923) y “Maison pour un ingénieur” (1926). La enseñanza adquirida en torno a la herramienta del dibujo analítico y técnico, junto a su investigación en el campo de lo pictórico trasladada al mobiliario realizado en laca, o al diseño y tejido de tapices, constituyen un conjunto de prácticas que desembocan, primero en el acondicionamiento de interiores, para ensayar novedosas composiciones espaciales entre sus objetos y, por último, en el proyecto de arquitectura como disciplina capaz de conjugar todo lo experimentado anteriormente. El binomio Intuición más Método, en todos estos itinerarios prácticos de Eileen Gray, combinado con una mirada atenta hacia las obras, exposiciones, lecturas y revistas especializadas de su tiempo, amalgaman una personalidad compleja que investigó progresivamente, primero en el ámbito de la domesticidad, y en su etapa de madurez en torno a los mínimos de habitar y a los espacios colectivos. El propósito de esta tesis es descubrir cómo los aspectos sociales, artísticos y arquitectónicos del contexto, entrelazados con la propia subjetividad crítica de la arquitecto conforman los fundamentos de esta vivienda y condicionan las decisiones de una mente que proyecta copiando, reelaborando y descartando entre lo conocido y lo aprendido. La elección de esta casa como protagonista de la investigación persigue, en primer lugar, descubrir su relación con los discursos del momento, constituyéndose en objeto arquitectónico paradigmático de un diálogo continuado y abierto. Y en segundo lugar, establecer una síntesis valorativa de la coherencia o la falta de ella en las decisiones objetivas del proyecto, confrontándolas con otros ejemplos. Para alcanzar estos dos objetivos se ha diseccionado la casa desde cinco perspectivas: su vínculo con la preexistencia del lugar, su organización en planta alejada de cualquier tipo normalizado, su vocabulario como reflejo de la modernidad, las relaciones espacio-temporales conseguidas y la sinergia establecida entre el equipamiento doméstico y la arquitectura. Este desarrollo ha hecho posible situar “Tempe á pailla” como un punto de inflexión en la arquitectura de Eileen Gray, y un ejemplo donde fue capaz de anticipar las futuras revisiones del movimiento moderno en aspectos como: la adecuación y empatía de lo construido con el lugar de emplazamiento, el rechazo a las connotaciones del concepto de “machine d’habiter” y la búsqueda de un confort enfatizado por la percepción, la experiencia e incluso los efectos psicológicos del interior doméstico. La relectura de esta casa, enmarcada dentro de la trayectoria práctica de su autora, invita a fijar la mirada en un inexcusable aprendizaje, previo a lo arquitectónico, que aúne la TEORÍA y la PLÁSTICA del momento con ensayos materializados en la PRÁCTICA, demostrando que, para madurar el conocimiento y proyectar con criterio crítico, es imprescindible el factor TIEMPO. ABSTRACT This thesis examines the housing “Tempe à pailla” (1932-1934) built by Eileen Gray for her own use, in the French village of Castellar. The expression “own room” in the title of the work identifies this project as the searching for a place for self experimentation. “Tempe à pailla” is the result of a self-directed learning acquired by the authoress due to coexistence with the protagonists of the modern movement, within the framework of the interwar France. Gray’s craft experiences previous to the architecture along the learning tools allow us to understand the development of a critical mind that questions continuously what she observes. Therefore to demonstrate the influence of the postulates of the contemporary movements in the evolution of her creations, and as a preamble to analysis of “Tempe à pailla”, this thesis makes a tour, along the techniques that she experienced, and studies two of her first exercises of project: “Three-storey housing”(1923) and “Maison pour an ingénieur” (1926). Lesson learned around the analytical tool of architectural drawing, together her research in the field of painting transferred to furniture made in lacquer, or to the design and fabric of tapestries, they constitute a set of craft experiences that lead, first in the conditioning of interiors, rehearsing novel spatial compositions among her objects and finally in the architectural project as a discipline capable of combining everything she learnt previously The binomial Intuition plus Method in all of these practicals Eileen Gray’s itineraries, combined with her look toward the works, exhibitions, readings and journals of her time, become together a complex personality that progressively innovates firstly in the context of domesticity and, in her stage of maturity, on the minimum living and collective spaces. The purpose of this thesis is to discover how the social, artistic and architectural aspects of the context, interlaced with the own critical subjectivity of the architect shape the foundations of this housing and determine the decisions of a mind that projects copying, re-elaborating and rejecting among the aspects known and learned. The choice of this house as the protagonist of the thesis aims, first to discover the relationship with the speeches of her time, becoming a paradigmatic architectural object of a continued and open dialogue. And secondly, to establish a evaluative synthesis of the consistency or lack of it in the project decisions, confronting them with others appropriate examples. To achieve these two objectives the house has been dissected from five perspectives: Its link with the preexistence of the place, its organization on floor away any standard type, its vocabulary as a reflection of modernity reached spatial-temporal relations and the synergy established between the domestic equipment and architecture. The development has made possible to place “Tempe à pailla” as a turning point in the architecture of Eileen Gray, and an example where she was able to anticipate future revisions of the modern movement in aspects such as: adaptation and empathy of the architecture with the site, the rejection of the connotations of the concept of “machine d’habiter” and the pursuit of comfort emphasized by the perception, the experience and even the psychological effects of the domestic interior. The re-reading of this singular and reduced House, framed within the practical trajectory of her authoress, invites to gaze inexcusable learning prior to the architecture, which combines the THEORY and the PLASTIC with trials materialized in PRACTICE, demonstrating that the essential factor to mature knowledge and planning with critical criteria, is the TIME.

La ciudad radical : el radical ciudad : tentativa de catálogo

“La ciudad radical” es una tentativa de catálogo de ciudades radicales, un atlas abierto de los límites imaginarios de la convivencia colectiva. Llamo al catálogo “tentativa” porque un catálogo siempre es abierto. Abierto en un doble sentido, en sentido de inacabado, siempre caben futuras revisiones, adiciones, modificaciones, alteraciones de orden… y en el sentido de permitir multitud lecturas y posibilidades abiertas de interpretación. El tema central de este trabajo es, el imaginario, lo imaginario, la fantasía, la ficción…como condición fundamental de creación en el ámbito social. En lo imaginario, y en el imaginario, reside la infinita y reiterativa capacidad de la sociedad para inventarse y re-inventarse, para crearse y re-crearse en el mundo, a través de la ciudad. Ciudad radical es una ciudad extremada, en la que una de sus rasgos ha sido llevado al extremo. Pero radical (del latín radix) también quiere decir raíz, origen, fundamento. El objeto del catálogo también es doble. Por un lado, el interés de generar un compendio de ciudades radicales, extremadas, acumuladas en la historia. Por otro lado, el objeto del catálogo es aproximarnos a la idea que nos hemos hecho, a lo largo de la historia, de nuestra gran “obra” en la tierra, el artificio esencialmente humano que es la ciudad. El análisis de las ciudades radicales sirve de método para la aproximación a la idea de ciudad y para desentrañar las metáforas urbanas que nos habitan, aquellas que nos hacen pensar la ciudad y en las que la ciudad nos piensa. En última instancia esta tesis pretender encontrar indicios que nos ayuden en la respuesta de una pregunta esencial, por qué ciudades, qué fuerzas nos empujan hacia los otros bajo la forma de la ciudad, desde los orígenes. La historia de nuestras sociedades es la historia de nuestras ciudades. La historia de la ciudad, es nuestra historia. La ciudad es la gran creación humana en la tierra, el objeto y el sujeto de la convivencia, del hábitat social. En este sentido la radicalización nos acerca a la esencia humana, desde el extremo llegamos al centro, al origen. Pensamos la ciudad, la ciudad nos piensa. Creamos la ciudad, la ciudad nos crea. La ciudad es radical en un doble sentido, está en el extremo y está en el origen, que es también el fin. ABSTRACT “The radical city” is an attempt to catalogue radical cities throughout history, it aims to be an open atlas of the imaginary limits of coexistence and the living together. I call this work an “attempt” of catalogue due to the implied open nature of catalogues. Open in the sense of unfinished, there is always space for adding, reviewing, modifying, altering…but also open in the sense of multiple readings and several possibilities for interpretation, which this work allows. The main background theme underlying this catalogue, providing context to the way of understanding human beings, is the imaginary, imagination, fantasy, and fiction as the fundamental condition for social creation. The imaginary is where the endless and reiterative capacity for societies to invent and re-invent themselves, to create and re-create themselves through the city, lies in. Radical city is an extreme city, which one of the features has been pushed to the limit. Radical, (from the Latin form, radix) also means root, origin and fundament. The object of this catalogue is double as well. On the one hand, the intention of putting together, as accumulating, a whole range of radical and extreme cities throughout history. On the other hand, the intention of the catalogue is approaching the idea, the way we, as humans, envision our own creation on Earth, the city as a purely and essentially human invention. In this sense, the analysis of radically produced cities helps as a means to understand, or at least, to get closer to the idea of the city itself; to figure out the urban metaphors envisioning “us” as living in cities, those metaphors determining the way we envision “inhabiting” as an essential need, and which set up the imaginary limits within we, as social individuals, dream of the city or the way in which the city, as the radix, “dreams of ourselves”. Ultimately, this work aims to approach the answer to a fundamental question, why cities? Which forces push us towards the others in the form of the city since forever? The history of our societies is the history of our cities. The history of our cities is our own history. Cities are our greatest invention, object and subject of coexistence, radical trigger for the living together. In this sense, radicalization helps us to get closer to human essence, is by approaching the limits that we can we reach the centre, the origin. We envision the city and¬¬¬ the city envisions us. The city is radical in a double way, is both origin and limits, origin and end.

Determination of suitable irrigation lengths and intervals using capacitance humidity sensors for a sandy soil

production, during the summer of 2010. This farm is integrated at the Spanish research network for the sugar beet development (AIMCRA) which regarding irrigation, focuses on maximizing water saving and cost reduction. According to AIMCRA 0 s perspective for promoting irrigation best practices, it is essential to understand soil response to irrigation i.e. maximum irrigation length for each soil infiltration capacity. The Use of Humidity Sensors provides foundations to address soil 0 s behavior at the irrigation events and, therefore, to establish the boundaries regarding irrigation length and irrigation interval. In order to understand to what extent farmer 0 s performance at Tordesillas farm could have been potentially improved, this study aims to address suitable irrigation length and intervals for the given soil properties and evapotranspiration rates. In this sense, several humidity sensors were installed: (1) A Frequency Domain Reflectometry (FDR) EnviroScan Probe taking readings at 10, 20, 40 and 60cm depth and (2) different Time Domain Reflectometry (TDR) Echo 2 and Cr200 probes buried in a 50cm x 30cm x 50cm pit and placed along the walls at 10, 20, 30 and 40 cm depth. Moreover, in order to define soil properties, a textural analysis at the Tordesillas Farm was conducted. Also, data from the Tordesillas meteorological station was utilized.

Optimization of the irrigation time and irrigation frequency by using Hydrus-2D and a capacitance FDR sensor

The evolution of water content on a sandy soil during the sprinkler irrigation campaign, in the summer of 2010, of a field of sugar beet crop located at Valladolid (Spain) is assessed by a capacitive FDR (Frequency Domain Reflectometry) EnviroScan. This field is one of the experimental sites of the Spanish research center for the sugar beet development (AIMCRA). The objective of the work focus on monitoring the soil water content evolution of consecutive irrigations during the second two weeks of July (from the 12th to the 28th). These measurements will be used to simulate water movement by means of Hydrus-2D. The water probe logged water content readings (m3/m3) at 10, 20, 40 and 60 cm depth every 30 minutes. The probe was placed between two rows in one of the typical 12 x 15 m sprinkler irrigation framework. Furthermore, a texture analysis at the soil profile was also conducted. The irrigation frequency in this farm was set by the own personal farmer 0 s criteria that aiming to minimizing electricity pumping costs, used to irrigate at night and during the weekend i.e. longer irrigation frequency than expected. However, the high evapotranspiration rates and the weekly sugar beet water consumption—up to 50mm/week—clearly determined the need for lower this frequency. Moreover, farmer used to irrigate for six or five hours whilst results from the EnviroScan probe showed the soil profile reaching saturation point after the first three hours. It must be noted that AIMCRA provides to his members with a SMS service regarding weekly sugar beet water requirement; from the use of different meteorological stations and evapotranspiration pans, farmers have an idea of the weekly irrigation needs. Nevertheless, it is the farmer 0 s decision to decide how to irrigate. Thus, in order to minimize water stress and pumping costs, a suitable irrigation time and irrigation frequency was modeled with Hydrus-2D. Results for the period above mentioned showed values of water content ranging from 35 and 30 (m3/m3) for the first 10 and 20cm profile depth (two hours after irrigation) to the minimum 14 and 13 (m3/m3) ( two hours before irrigation). For the 40 and 60 cm profile depth, water content moves steadily across the dates: The greater the root activity the greater the water content variation. According to the results in the EnviroScan probe and the modeling in Hydrus-2D, shorter frequencies and irrigation times are suggested.

Evapotranspiration of grapevine trained to a gable trellis system under netting and black plastic mulching

The evapotranspiration (ET c) of a table grape vineyard (Vitis vinifera, cv. Red Globe) trained to a gable trellis under netting and black plastic mulching was determined under semiarid conditions in the central Ebro River Valley during 2007 and 2008. The netting was made of high-density polyethylene (pores of 12 mm2) and was placed just above the ground canopy about 2.2 m above soil surface. Black plastic mulching was used to minimize soil evaporation. The surface renewal method was used to obtain values of sensible heat flux (H) from high-frequency temperature readings. Later, latent heat flux (LE) values were obtained by solving the energy balance equation. For the May–October period, seasonal ET c was about 843 mm in 2007 and 787 mm in 2008. The experimental weekly crop coefficients (K cexp) fluctuated between 0.64 and 1.2. These values represent crop coefficients adjusted to take into account the reduction in ET c caused by the netting and the black plastic mulching. Average K cexp values during mid- and end-season stages were 0.79 and 0.98, respectively. End-season K cexp was higher due to combination of factors related to the precipitation and low ET o conditions that are typical in this region during fall. Estimated crop coefficients using the Allen et al. (1998) approach adjusting for the effects of the netting and black plastic mulching (K cFAO) showed a good agreement with the experimental K cexp values.

Evapotranspiration and crop coefficients of rice (Oryza sativa L.) under sprinkler irrigation in a semiarid climate determined by the surface renewal method

The evapotranspiration (ETc) of sprinkler-irrigated rice was determined for the semiarid conditions of NE Spain during 2001, 2002 and 2003. The surface renewal method, after calibration against the eddy covariance method, was used to obtain values of sensible heat flux (H) from high-frequency temperature readings. Latent heat flux values were obtained by solving the energy balance equation. Finally, lysimeter measurements were used to validate the evapotranspiration values obtained with the surface renewal method. Seasonal rice evapotranspiration was about 750–800 mm. Average daily ETc for mid-season (from 90 to 130 days after sowing) was 5.1, 4.5 and 6.1 mm day−1 for 2001, 2002 and 2003, respectively. The experimental weekly crop coefficients fluctuated in the range of 0.83–1.20 for 2001, 0.81–1.03 for 2002 and 0.84–1.15 for 2003. The total growing season was about 150–160 days. In average, the crop coefficients for the initial (Kcini), mid-season (Kcmid) and late-season stages (Kcend) were 0.92, 1.06 and 1.03, respectively, the length of these stages being about 55, 45 and 25 days, respectively.

Shadow Analysis of Soil Surface Roughness Compared to the Chain Set Method and Direct Measurement of Micro-relief.

Erosion potential and the effects of tillage can be evaluated from quantitative descriptions of soil surface roughness. The present study therefore aimed to fill the need for a reliable, low-cost and convenient method to measure that parameter. Based on the interpretation of micro-topographic shadows, this new procedure is primarily designed for use in the field after tillage. The principle underlying shadow analysis is the direct relationship between soil surface roughness and the shadows cast by soil structures under fixed sunlight conditions. The results obtained with this method were compared to the statistical indexes used to interpret field readings recorded by a pin meter. The tests were conducted on 4-m2 sandy loam and sandy clay loam plots divided into 1-m2 subplots tilled with three different tools: chisel, tiller and roller. The highly significant correlation between the statistical indexes and shadow analysis results obtained in the laboratory as well as in the field for all the soil?tool combinations proved that both variability (CV) and dispersion (SD) are accommodated by the new method. This procedure simplifies the interpretation of soil surface roughness and shortens the time involved in field operations by a factor ranging from 12 to 20.

Ground cover and leaf area index relationship in a grass, legume and crucifer crop

Canopy characterization is essential for describing the interaction of a crop with its environment. The goal of this work was to determine the relationship between leaf area index (LAI) and ground cover (GC) in a grass, a legume and a crucifer crop, and to assess the feasibility of using these relationships as well as LAI-2000 readings to estimate LAI. Twelve plots were sown with either barley (Hordeum vulgare L.), vetch (Vicia sativa L.), or rape (Brassica napus L.). On 10 sampling dates the LAI (both direct and LAI-2000 estimations), fraction intercepted of photosynthetically active radiation (FIPAR) and GC were measured. Linear and quadratic models fitted to the relationship between the GC and LAI for all of the crops, but they reached a plateau in the grass when the LAI mayor que 4. Before reaching full cover, the slope of the linear relationship between both variables was within the range of 0.025 to 0.030. The LAI-2000 readings were linearly correlated with the LAI but they tended to overestimation. Corrections based on the clumping effect reduced the root mean square error of the estimated LAI from the LAI-2000 readings from 1.2 to less than 0.50 for the crucifer and the legume, but were not effective for barley.

Evaluation of cover crops based on characteristics of nitrogen use, and aerial and root growth

La caracterización de los cultivos cubierta (cover crops) puede permitir comparar la idoneidad de diferentes especies para proporcionar servicios ecológicos como el control de la erosión, el reciclado de nutrientes o la producción de forrajes. En este trabajo se estudiaron bajo condiciones de campo diferentes técnicas para caracterizar el dosel vegetal con objeto de establecer una metodología para medir y comparar las arquitecturas de los cultivos cubierta más comunes. Se estableció un ensayo de campo en Madrid (España central) para determinar la relación entre el índice de área foliar (LAI) y la cobertura del suelo (GC) para un cultivo de gramínea, uno de leguminosa y uno de crucífera. Para ello se sembraron doce parcelas con cebada (Hordeum vulgare L.), veza (Vicia sativa L.), y colza (Brassica napus L.). En 10 fechas de muestreo se midieron el LAI (con estimaciones directas y del LAI-2000), la fracción interceptada de la radiación fotosintéticamente activa (FIPAR) y la GC. Un experimento de campo de dos años (Octubre-Abril) se estableció en la misma localización para evaluar diferentes especies (Hordeum vulgare L., Secale cereale L., x Triticosecale Whim, Sinapis alba L., Vicia sativa L.) y cultivares (20) en relación con su idoneidad para ser usadas como cultivos cubierta. La GC se monitorizó mediante análisis de imágenes digitales con 21 y 22 muestreos, y la biomasa se midió 8 y 10 veces, respectivamente para cada año. Un modelo de Gompertz caracterizó la cobertura del suelo hasta el decaimiento observado tras las heladas, mientras que la biomasa se ajustó a ecuaciones de Gompertz, logísticas y lineales-exponenciales. Al final del experimento se determinaron el C, el N y el contenido en fibra (neutrodetergente, ácidodetergente y lignina), así como el N fijado por las leguminosas. Se aplicó el análisis de decisión multicriterio (MCDA) con objeto de obtener un ranking de especies y cultivares de acuerdo con su idoneidad para actuar como cultivos cubierta en cuatro modalidades diferentes: cultivo de cobertura, cultivo captura, abono verde y forraje. Las asociaciones de cultivos leguminosas con no leguminosas pueden afectar al crecimiento radicular y a la absorción de N de ambos componentes de la mezcla. El conocimiento de cómo los sistemas radiculares específicos afectan al crecimiento individual de las especies es útil para entender las interacciones en las asociaciones, así como para planificar estrategias de cultivos cubierta. En un tercer ensayo se combinaron estudios en rhizotrones con extracción de raíces e identificación de especies por microscopía, así como con estudios de crecimiento, absorción de N y 15N en capas profundas del suelo. Las interacciones entre raíces en su crecimiento y en el aprovisionamiento de N se estudiaron para dos de los cultivares mejor valorados en el estudio previo: uno de cebada (Hordeum vulgare L. cv. Hispanic) y otro de veza (Vicia sativa L. cv. Aitana). Se añadió N en dosis de 0 (N0), 50 (N1) y 150 (N2) kg N ha-1. Como resultados del primer estudio, se ajustaron correctamente modelos lineales y cuadráticos a la relación entre la GC y el LAI para todos los cultivos, pero en la gramínea alcanzaron una meseta para un LAI>4. Antes de alcanzar la cobertura total, la pendiente de la relación lineal entre ambas variables se situó en un rango entre 0.025 y 0.030. Las lecturas del LAI-2000 estuvieron correlacionadas linealmente con el LAI, aunque con tendencia a la sobreestimación. Las correcciones basadas en el efecto de aglutinación redujeron el error cuadrático medio del LAI estimado por el LAI-2000 desde 1.2 hasta 0.5 para la crucífera y la leguminosa, no siendo efectivas para la cebada. Esto determinó que para los siguientes estudios se midieran únicamente la GC y la biomasa. En el segundo experimento, las gramíneas alcanzaron la mayor cobertura del suelo (83-99%) y la mayor biomasa (1226-1928 g m-2) al final del mismo. Con la mayor relación C/N (27-39) y contenido en fibra digestible (53-60%) y la menor calidad de residuo (~68%). La mostaza presentó elevadas GC, biomasa y absorción de N en el año más templado en similitud con las gramíneas, aunque escasa calidad como forraje en ambos años. La veza presentó la menor absorción de N (2.4-0.7 g N m-2) debido a la fijación de N (9.8-1.6 g N m-2) y escasa acumulación de N. El tiempo térmico hasta alcanzar el 30% de GC constituyó un buen indicador de especies de rápida cubrición. La cuantificación de las variables permitió hallar variabilidad entre las especies y proporcionó información para posteriores decisiones sobre la selección y manejo de los cultivos cubierta. La agregación de dichas variables a través de funciones de utilidad permitió confeccionar rankings de especies y cultivares para cada uso. Las gramíneas fueron las más indicadas para los usos de cultivo de cobertura, cultivo captura y forraje, mientras que las vezas fueron las mejor como abono verde. La mostaza alcanzó altos valores como cultivo de cobertura y captura en el primer año, pero el segundo decayó debido a su pobre actuación en los inviernos fríos. Hispanic fue el mejor cultivar de cebada como cultivo de cobertura y captura, mientras que Albacete como forraje. El triticale Titania alcanzó la posición más alta como cultiva de cobertura, captura y forraje. Las vezas Aitana y BGE014897 mostraron buenas aptitudes como abono verde y cultivo captura. El MCDA permitió la comparación entre especies y cultivares proporcionando información relevante para la selección y manejo de cultivos cubierta. En el estudio en rhizotrones tanto la mezcla de especies como la cebada alcanzaron mayor intensidad de raíces (RI) y profundidad (RD) que la veza, con valores alrededor de 150 cruces m-1 y 1.4 m respectivamente, comparados con 50 cruces m-1 y 0.9 m para la veza. En las capas más profundas del suelo, la asociación de cultivos mostró valores de RI ligeramente mayores que la cebada en monocultivo. La cebada y la asociación obtuvieron mayores valores de densidad de raíces (RLD) (200-600 m m-3) que la veza (25-130) entre 0.8 y 1.2 m de profundidad. Los niveles de N no mostraron efectos claros en RI, RD ó RLD, sin embargo, el incremento de N favoreció la proliferación de raíces de veza en la asociación en capas profundas del suelo, con un ratio cebada/veza situado entre 25 a N0 y 5 a N2. La absorción de N de la cebada se incrementó en la asociación a expensas de la veza (de ~100 a 200 mg planta-1). Las raíces de cebada en la asociación absorbieron también más nitrógeno marcado de las capas profundas del suelo (0.6 mg 15N planta-1) que en el monocultivo (0.3 mg 15N planta-1). ABSTRACT Cover crop characterization may allow comparing the suitability of different species to provide ecological services such as erosion control, nutrient recycling or fodder production. Different techniques to characterize plant canopy were studied under field conditions in order to establish a methodology for measuring and comparing cover crops canopies. A field trial was established in Madrid (central Spain) to determine the relationship between leaf area index (LAI) and ground cover (GC) in a grass, a legume and a crucifer crop. Twelve plots were sown with either barley (Hordeum vulgare L.), vetch (Vicia sativa L.), or rape (Brassica napus L.). On 10 sampling dates the LAI (both direct and LAI-2000 estimations), fraction intercepted of photosynthetically active radiation (FIPAR) and GC were measured. A two-year field experiment (October-April) was established in the same location to evaluate different species (Hordeum vulgare L., Secale cereale L., x Triticosecale Whim, Sinapis alba L., Vicia sativa L.) and cultivars (20) according to their suitability to be used as cover crops. GC was monitored through digital image analysis with 21 and 22 samples, and biomass measured 8 and 10 times, respectively for each season. A Gompertz model characterized ground cover until the decay observed after frosts, while biomass was fitted to Gompertz, logistic and linear-exponential equations. At the end of the experiment C, N, and fiber (neutral detergent, acid and lignin) contents, and the N fixed by the legumes were determined. Multicriteria decision analysis (MCDA) was applied in order to rank the species and cultivars according to their suitability to perform as cover crops in four different modalities: cover crop, catch crop, green manure and fodder. Intercropping legumes and non-legumes may affect the root growth and N uptake of both components in the mixture. The knowledge of how specific root systems affect the growth of the individual species is useful for understanding the interactions in intercrops as well as for planning cover cropping strategies. In a third trial rhizotron studies were combined with root extraction and species identification by microscopy and with studies of growth, N uptake and 15N uptake from deeper soil layers. The root interactions of root growth and N foraging were studied for two of the best ranked cultivars in the previous study: a barley (Hordeum vulgare L. cv. Hispanic) and a vetch (Vicia sativa L. cv. Aitana). N was added at 0 (N0), 50 (N1) and 150 (N2) kg N ha-1. As a result, linear and quadratic models fitted to the relationship between the GC and LAI for all of the crops, but they reached a plateau in the grass when the LAI > 4. Before reaching full cover, the slope of the linear relationship between both variables was within the range of 0.025 to 0.030. The LAI-2000 readings were linearly correlated with the LAI but they tended to overestimation. Corrections based on the clumping effect reduced the root mean square error of the estimated LAI from the LAI-2000 readings from 1.2 to less than 0.50 for the crucifer and the legume, but were not effective for barley. This determined that in the following studies only the GC and biomass were measured. In the second experiment, the grasses reached the highest ground cover (83- 99%) and biomass (1226-1928 g/m2) at the end of the experiment. The grasses had the highest C/N ratio (27-39) and dietary fiber (53-60%) and the lowest residue quality (~68%). The mustard presented high GC, biomass and N uptake in the warmer year with similarity to grasses, but low fodder capability in both years. The vetch presented the lowest N uptake (2.4-0.7 g N/m2) due to N fixation (9.8-1.6 g N/m2) and low biomass accumulation. The thermal time until reaching 30% ground cover was a good indicator of early coverage species. Variable quantification allowed finding variability among the species and provided information for further decisions involving cover crops selection and management. Aggregation of these variables through utility functions allowed ranking species and cultivars for each usage. Grasses were the most suitable for the cover crop, catch crop and fodder uses, while the vetches were the best as green manures. The mustard attained high ranks as cover and catch crop the first season, but the second decayed due to low performance in cold winters. Hispanic was the most suitable barley cultivar as cover and catch crop, and Albacete as fodder. The triticale Titania attained the highest rank as cover and catch crop and fodder. Vetches Aitana and BGE014897 showed good aptitudes as green manures and catch crops. MCDA allowed comparison among species and cultivars and might provide relevant information for cover crops selection and management. In the rhizotron study the intercrop and the barley attained slightly higher root intensity (RI) and root depth (RD) than the vetch, with values around 150 crosses m-1 and 1.4 m respectively, compared to 50 crosses m-1 and 0.9 m for the vetch. At deep soil layers, intercropping showed slightly larger RI values compared to the sole cropped barley. The barley and the intercropping had larger root length density (RLD) values (200-600 m m-3) than the vetch (25-130) at 0.8-1.2 m depth. The topsoil N supply did not show a clear effect on the RI, RD or RLD; however increasing topsoil N favored the proliferation of vetch roots in the intercropping at deep soil layers, with the barley/vetch root ratio ranging from 25 at N0 to 5 at N2. The N uptake of the barley was enhanced in the intercropping at the expense of the vetch (from ~100 mg plant-1 to 200). The intercropped barley roots took up more labeled nitrogen (0.6 mg 15N plant-1) than the sole-cropped barley roots (0.3 mg 15N plant-1) from deep layers.

Discriminating Crop, Weeds and Soil Surface with a Terrestrial LIDAR Sensor

In this study, the evaluation of the accuracy and performance of a light detection and ranging (LIDAR) sensor for vegetation using distance and reflection measurements aiming to detect and discriminate maize plants and weeds from soil surface was done. The study continues a previous work carried out in a maize field in Spain with a LIDAR sensor using exclusively one index, the height profile. The current system uses a combination of the two mentioned indexes. The experiment was carried out in a maize field at growth stage 12–14, at 16 different locations selected to represent the widest possible density of three weeds: Echinochloa crus-galli (L.) P.Beauv., Lamium purpureum L., Galium aparine L.and Veronica persica Poir.. A terrestrial LIDAR sensor was mounted on a tripod pointing to the inter-row area, with its horizontal axis and the field of view pointing vertically downwards to the ground, scanning a vertical plane with the potential presence of vegetation. Immediately after the LIDAR data acquisition (distances and reflection measurements), actual heights of plants were estimated using an appropriate methodology. For that purpose, digital images were taken of each sampled area. Data showed a high correlation between LIDAR measured height and actual plant heights (R 2 = 0.75). Binary logistic regression between weed presence/absence and the sensor readings (LIDAR height and reflection values) was used to validate the accuracy of the sensor. This permitted the discrimination of vegetation from the ground with an accuracy of up to 95%. In addition, a Canonical Discrimination Analysis (CDA) was able to discriminate mostly between soil and vegetation and, to a far lesser extent, between crop and weeds. The studied methodology arises as a good system for weed detection, which in combination with other principles, such as vision-based technologies, could improve the efficiency and accuracy of herbicide spraying.

A proposal for an Internet of Things-based monitoring system composed by low capability, open source and open hardware devices

The Internet of Things makes use of a huge disparity of technologies at very different levels that help one to the other to accomplish goals that were previously regarded as unthinkable in terms of ubiquity or scalability. If the Internet of Things is expected to interconnect every day devices or appliances and enable communications between them, a broad range of new services, applications and products can be foreseen. For example, monitoring is a process where sensors have widespread use for measuring environmental parameters (temperature, light, chemical agents, etc.) but obtaining readings at the exact physical point they want to be obtained from, or about the exact wanted parameter can be a clumsy, time-consuming task that is not easily adaptable to new requirements. In order to tackle this challenge, a proposal on a system used to monitor any conceivable environment, which additionally is able to monitor the status of its own components and heal some of the most usual issues of a Wireless Sensor Network, is presented here in detail, covering all the layers that give it shape in terms of devices, communications or services.