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See detailDevelopment of an open-source algorithm based on inertial measurement units (IMU) of a smartphone to detect cattle grass intake and ruminating behaviors
Andriamandroso, Andriamasinoro ULg; Lebeau, Frédéric ULg; Beckers, Yves ULg et al

in Computers & Electronics in Agriculture (2017), 139

In this paper, an open algorithm was developed for the detection of cattle’s grass intake and rumination activities. This was done using the widely available inertial measurement unit (IMU) from a ... [more ▼]

In this paper, an open algorithm was developed for the detection of cattle’s grass intake and rumination activities. This was done using the widely available inertial measurement unit (IMU) from a smartphone, which contains an accelerometer, a gyroscope, a magnetometer and location sensors signals sampled at 100 Hz. This equipment was mounted on 19 grazing cows of different breeds and daily video sequences were recorded on pasture of different forage allowances. After visually analyzing the cows’ movements on a calibration database, signal combinations were selected and thresholds were determined based on 1-s time windows, since increasing the time window did not increase the accuracy of detection. The final algorithm uses the average value and standard deviation of two signals in a two-step discrimination tree: the gravitational acceleration on x-axis (Gx) expressing the cows’ head movements and the rotation rate on the same x-axis (Rx) expressing jaw movements. Threshold values encompassing 95% of the normalized calibrated data gave the best results. Validation on an independent database resulted in an average detection accuracy of 92% with a better detection for rumination (95%) than for grass intake (91%). The detection algorithm also allows for characterization of the diurnal feeding activities of cattle at pasture. Any user can make further improvements, for data collected at the same way as the iPhone’s IMU has done, since the algorithm codes are open and provided as supplementary data. [less ▲]

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See detailLa ligue d'Action française: mode d'organisation et pratiques culturelles, sociales et politiques (1905-1936)
Schmidt, Anne-Catherine ULg

Doctoral thesis (2017)

Notre thèse se décline en une approche chronologico-thématique autour de trois pôles majeurs. Il s'agit, tout d'abord d'une démonstration qui entend établir un tableau aussi précis que possible de la ... [more ▼]

Notre thèse se décline en une approche chronologico-thématique autour de trois pôles majeurs. Il s'agit, tout d'abord d'une démonstration qui entend établir un tableau aussi précis que possible de la structure, des rouages et de l'implantation des organisations d'AF à Paris et en province. L'objectif est ensuite d'analyser les grandes matrices de l'engagement militant mais aussi et surtout leurs évolutions successives en lien avec un contexte politico-diplomatique extrêmement mouvant. Il s'agit pour chaque période donnée de chercher à comprendre ce qui constitue l'engagement au sein de la ligue dans une approche résolument tournée vers la base militante. Enfin, il faut réfléchir à la place et au rôle de l'AF dans la nébuleuse royaliste et nationaliste de son temps afin de comprendre les jeux d'alliance et de concurrence entre les diverses organisations mais aussi dans quelle mesure et de quelle manière la ligue d'AF s'est intégrée au répertoire d'action collective de son temps tout en participant à son renouvellement. Le choix de notre découpage chronologique répond à des nécessités à la fois contextuelles et propres à l'histoire de l'Action française. Au cours de la première période, de 1905 à 1914, on assiste à une structuration rapide et continue de l'appareil d'action intellectuelle et militante. Les rouages nationaux et locaux de la ligue se mettent en place et les matrices de l'engagement militant sont diffusées par l'intermédiaire du quotidien et contribuent à influencer l'opinion publique. A cette époque, l'AF est presque seule dans le champ nationaliste mais doit se positionner au sein du monde royaliste. Pendant la Grande Guerre, les structures de la ligue sont désorganisées. L'objectif principal est alors de continuer à diffuser le journal ce qui n'empêche pas la ligue d'utiliser le temps de guerre pour tenter de nouvelles méthodes de propagande notamment dans l'armée. La période 1914-1918 permet aussi à l'AF de se respectabiliser en choisissant la voie de l'Union sacrée. Elle reste malgré tout une organisation particulièrement surveillée d'autant plus que son influence dans l'opinion publique s'accroît. Après-guerre, l'AF se réorganise partout en province. Au cours de la période 1919-1926, elle fait l'expérience de la vie parlementaire et glisse, de fait, vers une sorte de conservatisme contre lequel elle s'est initialement constituée. Ses échecs électoraux couplés à l'influence croissante des communistes dans la vie publique contribuent à relancer son activisme militant mais pas suffisamment selon certains de ses membres qui suivent alors Georges Valois dans la dissidence du Faisceau. L'AF doit également faire face à l'apparition d'une nouvelle concurrence nationaliste avec la naissance des Jeunesses Patriotes. En 1926, elle est confrontée à la plus grave crise de son histoire : sa condamnation pontificale. Au cours de la période 1927-1929, la ligue cherche à rebondir et à maintenir son implantation et ses activités dans un contexte, par ailleurs, globalement défavorable. Les résultats sont extrêmement nuancés selon les régions mais, dans l'ensemble, il n'y a pas d'écroulement de sa structure militante même si les difficultés financières de la ligue sont de plus en plus importantes. Au tournant des années 1930, la crise économique aggrave encore ces difficultés mais contribue aussi à créer un contexte favorable à un nouvel épisode de flambée ligueuse. Au cours de la période 1933-1936, l'AF connaît un regain de vitalité dont le paroxysme se situe au moment du 6 février 1934. Cela étant, cet épisode démontre également les limites et les faiblesses du phénomène ligueur nationaliste en France. [less ▲]

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See detailComparison of UAS photogrammetric products for tree detection and characterization of coniferous stands
Bonnet, Stéphanie ULg; Lisein, Jonathan ULg; Lejeune, Philippe ULg

in International Journal of Remote Sensing (2017), 38(19), 5310-5337

The use of Unmanned Aerial Systems (UAS) opens a new era for remote sensing and forest management, which requires accurate and regular quantification of resources. In this study, we propose a ... [more ▼]

The use of Unmanned Aerial Systems (UAS) opens a new era for remote sensing and forest management, which requires accurate and regular quantification of resources. In this study, we propose a comprehensive workflow to detect trees and assess forest attributes in the particular context of coniferous stands in transformation from even-aged to uneven-aged stands, using UAS imagery, from data acquisition to model construction. We implement a local maxima detection to identify the tree tops, based on a fixed-radius moving window in a Canopy Height Model (CHM) and images produced from UAS surveys. To compare the contribution of different photogrammetric products, we analysed the local maxima detected from the CHM, from three image types (individual rectified and ortho-rectified images and ortho-mosaic) and from a combination of both CHM and images. The local maxima detection gave promising results, with low omission and true-positive rates of up to 89.2%. A filtering process of false positives was implemented, using a supervised classification which decreased the false positives up to 2.6%. Based on the local maxima combined with an area-based approach, we constructed models to assess top height (R2: 83%, root mean square error [RMSE]: 5.7%), number of stems (R2: 71%, RMSE: 28.3%), basal area (R2: 70%, RMSE: 16.2%), volume (R2: 69%, RMSE: 20.1%), and individual tree height (R2: 70%, RMSE: 7.2%). Despite a suboptimal data acquisition, our simple and flexible method has yielded good results and shows great potential for application. [less ▲]

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See detailLegal presumptions of fault in the wake of the transposition of Directive 2014/104/EU
Van Cleynenbreugel, Pieter ULg

Scientific conference (2017, June 14)

This paper looks at the role played by legal presumptions in the transposition of the directive on damages and whether this differs from the use of legal presumptions in other contexts of EU competition ... [more ▼]

This paper looks at the role played by legal presumptions in the transposition of the directive on damages and whether this differs from the use of legal presumptions in other contexts of EU competition law enforcement. [less ▲]

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See detailBody shape convergence driven by small size optimum in marine angelfishes
Frederich, Bruno ULg; Santini, Francesco; Konow, Nicolai et al

in Biology Letters (2017), 13

Convergent evolution of small body size occurs across many vertebrate clades and may reflect an evolutionary response to shared selective press- ures. However it remains unclear if other aspects of ... [more ▼]

Convergent evolution of small body size occurs across many vertebrate clades and may reflect an evolutionary response to shared selective press- ures. However it remains unclear if other aspects of phenotype undergo convergent evolution in miniaturized lineages. Here we present a comparative analysis of body size and shape evolution in marine angelfishes (Pomacanthidae), a reef fish family characterized by repeated transitions to small body size. We ask if lineages that evolve small sizes show convergent evolution in body shape. Our results reveal that angelfish lineages evolved three different stable size optima with one corresponding to the group of pygmy angelfishes (Centropyge). Then, we test if the observed shifts in body size are associated with changes to new adaptive peaks in shape. Our data suggest that independent evolution to small size optima have induced repeated convergence upon deeper body and steeper head profile in Centropyge. These traits may favour manoeuvrability and visual aware- ness in these cryptic species living among corals, illustrating that functional demands on small size may be related to habitat specialization and predator avoidance. The absence of shape convergence in large marine angelfishes also suggests that more severe requirements exist for small than for large size optima. [less ▲]

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See detailAnalyse qualitative et méthodes (a)preceptives
Englebert, Jérôme ULg

Scientific conference (2017, June 13)

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See detailLa révolution du roman-feuilleton
Durand, Pascal ULg

Conference (2017, June 13)

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See detailStudy of the regulation of β-lactam resistance in Enterococcus hirae
Raymackers, Alice ULg; Maréchal, Maxime; Verlaine, Olivier ULg et al

Poster (2017, June 13)

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See detailGFR and drug dosage adaptation: are we still in the mist?
DELANAYE, Pierre ULg

Conference (2017, June 13)

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See detailAcute renal failure: definition and detection
DELANAYE, Pierre ULg

Conference (2017, June 13)

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See detailHome Sweet Home : Quatre fenêtres ouvertes sur le logement
Dethier, Perrine ULg; Quintart, Aurélie ULg; Uyttebrouck, Constance ULg et al

Conference given outside the academic context (2017)

Malgré des parcours de vie très variés, nous sommes tous confrontés à la nécessité de nous loger. La majorité des ménages belges fait le choix d’acheter un logement plutôt que de le louer. Quatre ... [more ▼]

Malgré des parcours de vie très variés, nous sommes tous confrontés à la nécessité de nous loger. La majorité des ménages belges fait le choix d’acheter un logement plutôt que de le louer. Quatre doctorants feront le point sur quatre étapes clés du parcours du citoyen pour un logement. [less ▲]

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See detailLe Tarier pâtre pour comparer des habitats. Quelle qualité pour les plantations de sapins de Noël.
Gailly, Robin ULg

Conference given outside the academic context (2017)

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See detailTowards Mixed-Type Modelling of Structures with Slender and Deep Beam Elements
Liu, Jian ULg; Mihaylov, Boyan ULg

Conference (2017, June 12)

Concrete frame structures often include both slender and deep beams. Deep beams possess a large shear capacity, and thus are typically used as transfer girders to carry heavy loads over large spans. The ... [more ▼]

Concrete frame structures often include both slender and deep beams. Deep beams possess a large shear capacity, and thus are typically used as transfer girders to carry heavy loads over large spans. The overloading of such members due to extreme events such as earthquakes may result in the collapse of the entire structure. To evaluate the resilience of large frame structures under extreme loading, it is necessary to model the interaction between the deep girders and the rest of the structure in an accurate and computationally effective manner. To address this issue, this paper proposes a mixed-type modelling framework by formulating an innovative 1D macro deep-beam element and coupling it with 1D slender elements. The new macro element aims to combine the accuracy of 2D micro finite elements with the simplicity of 1D macro elements. The paper summarizes the formulations of this element, based on the three-parameter kinematic theory, and integrates it into an existing global nonlinear analysis procedure to create a mixed-type modeling framework. The verification study, including a frame structure with a deep transfer girder, has shown that this approach captures the response of the frame with an accuracy similar to that of 2D micro finite elements, while requiring approx. 20% of the analysis time. [less ▲]

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See detailRemittances: a Loan Funds for Rural Economy? Illustration from the Kayes Area (Western Mali)
Yao Namé, Juste Michel ULg; Lebailly, Philippe ULg

Conference (2017, June 12)

In addition to have a direct and positive impact on reducing of food insecurity and poverty gaps in more vulnerable countries to shocks on the rainfall, the remittances received by the migrants families ... [more ▼]

In addition to have a direct and positive impact on reducing of food insecurity and poverty gaps in more vulnerable countries to shocks on the rainfall, the remittances received by the migrants families also allow them to have saving. This is what reveals the self-managed village banks of Kayes’ region, the most important emigration basin of Mali and located in strong climate variations area. However, this saving contributes less at agricultural sector finance. [less ▲]

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See detailLegal rare books @ the Graulich Library, University of Liège
Desseilles, François ULg

Conference (2017, June 12)

Detailed reference viewed: 43 (2 ULg)