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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Coppola, Marcello; Noaille, Louis; Pierlot, Clément; Ouvinha de Oliveira, Rachel; +6 Authors

    International audience; With a turnover of more than 4.2 billion euros in 2020 and a 20% share in the value of the French wine industry's exports, the champagne industry represents a considerable weight in the French economy. In this context of significant economic development, the issue of climate change has been added, calling into question the practices and means of production of the sector. The challenges related to global warming and an ever-increasing demand for yield can be addressed using the Internet of Things (IoT) and Artificial Intelligence (AI) technologies to benefit champagne production and answer these challenges. This article presents a solution to optimise Vranken Pommery products' quality and make environmentally friendly decisions by using intelligent sensors distributed as close as possible to the production and storage facilities to collect data. These sensors use LoRaWAN technology and protocol to communicate. The system integrates components capable of hosting artificial intelligence algorithms and using advanced microcontrollers that allow for intelligent communication network implementation while reducing power consumption and deployment costs.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ https://doi.org/10.1...arrow_drop_down
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    https://doi.org/10.1201/978100...
    Part of book or chapter of book . 2022 . Peer-reviewed
    License: CC BY NC
    Data sources: Crossref
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    Other literature type . 2021
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ https://doi.org/10.1...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      https://doi.org/10.1201/978100...
      Part of book or chapter of book . 2022 . Peer-reviewed
      License: CC BY NC
      Data sources: Crossref
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      Other literature type . 2021
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Dettmann, Alexander; Voegele, Thomas; Ocón, Jorge; Dragomir, Iulia; +8 Authors

    The project CoRob-X develops and demonstrates enabling technologies for multi-agent robotic teams to explore planetary surfaces with a focus on hard-to-reach areas where a collaborative scheme is required to efficiently explore complex environments. Exploring lava tubes is such a challenging environment and requires a team of robots able to collaborate in an autonomous way to find their way to the subsurface tube system, descend through a natural entry hole (the so-called skylight), and explore the interior with payload instruments to provide scientific data. The developed robotic exploration system that will tackle the ambitious goal is composed of three rovers with substantially different technical characteristics. The paper presents the overall approach, i.e., the control architecture, the robotic systems, and the software to be used. It also showcases the selected mission phases that will be demonstrated in a field-test campaign. In addition, a terrestrial mining use case is presented that demonstrates how the developed autonomy-enabling software can be transferred to terrestrial applications. Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Recolector de Cienci...arrow_drop_down
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Conference object . 2022
    License: CC BY
    Data sources: ZENODO
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    Hyper Article en Ligne
    Other literature type . 2022
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO
    Article . 2022
    License: CC BY
    Data sources: Datacite
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Recolector de Cienci...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      ZENODO
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      Other literature type . 2022
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO
      Article . 2022
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Lorène Siegwart; Isabelle Bertrand; Olivier Roupsard; Maxime Duthoit; +1 Authors

    International audience; In agroforestry systems, fine roots grow at several depths due to the mixture of trees and annual crops. The decomposition of fine roots contributes to soil organic carbon stocks and may impact soil fertility, particularly in poor soils, such as those encountered in sub-Sahelian regions. The aim of our study was to measure the decomposition rate of root litter from annual and perennial species according to soil depth and location under and far from trees in a sub-Sahelian agroforestry parkland.Soil characteristics under and far from the trees were analysed from topsoil to 200 cm depth. Faidherbia tree, pearl millet and cowpea root litter samples were buried in litterbags for 15 months at 20, 40, 90 and 180 cm depths.Root litter decomposition was mainly impacted by soil moisture and soil depth. Faidherbia decomposed more slowly (36 ± 12% remaining mass after 15 months) than cowpea and pearl millet roots (23 ± 7% and 29 ± 11% respectively). Pearl millet aboveground biomass, at harvesting time, was twice as high under (9918 g m-2) than far (4332 g m-2) from the tree, and belowground biomass (0–200 cm of depth) was 89 g m-2 and 64 g m-2 under and far from the tree, respectively. Faidherbia fine roots contributed slightly (p-value < 0.1) to higher stocks of C under the tree (7761 ± 346 g m-2) than far from it (5425 ± 558 g m-2) and from 0 cm down to 200 cm depth.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    ZENODO; Journal of Arid Environments
    Article . 2021 . 2022 . Peer-reviewed
    License: Elsevier TDM
    Data sources: ZENODO; Crossref
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: de Vries, Hugo; Donner, Mechthild; Axelos, Monique;

    International audience

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Brossard, Ludovic;

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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hyper Article en Lig...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Hemmer, Adrien; Abderrahim, Mohamed; Badonnel, Remi; Chrisment, Isabelle;

    International audience; The Internet of Things has known an important development. However, security management is still a key challenge in particular for deploying complex IoT systems that provide sophisticated services. In this paper, we design an ensemble learning-based architecture to support early security detection in the context of multi-step attacks, by leveraging the performance of different detection techniques. The architecture relies on a total of five major methods, including process mining, elliptic envelope, one class support vector machine, local outlier factor and isolation forest. We describe the main components of this architecture and their interactions, from the data preprocessing to the generation of alerts, through the calculation of scores. The different detection methods are executed in parallel, and their results are combined by an ensemble learning strategy in order to improve the overall detection performance. We develop a proof-of-concept prototype and perform a large set of experiments to quantify the benefits and limits of this approach based on industrial datasets.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Hal-Diderotarrow_drop_down
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    Other literature type . 2021
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.23919/cnsm5...
    Conference object . 2021 . Peer-reviewed
    License: STM Policy #29
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      https://doi.org/10.23919/cnsm5...
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    Authors: Junges, Pierre-Marie; François, Jérome; Festor, Olivier;

    International audience; Internet-of-Things (IoT) devices or more generally embedded devices are nowadays commonly deployed in public, personal or work spaces despite suffering from security issues often related to their bad design and/or configuration. For instance, IoT botnets such as Mirai successfully compromised thousands of devices using a bruteforce method on a set of known credentials. Although brute-force attacks against a particular service (e.g. SSH, telnet) generate many packets which can be easily detected and mitigated, attackers can easily rely on TCP scans to assess the services present on a device while maintaining a high level of stealthiness. In this paper, we present a method to reconstruct precise information about an IoT device configuration (brand name, usernames, passwords, software components) from partial knowledge such as open ports revealed by a TCP scan. It relies on constituting a knowledge base from a large dataset of publicly accessible firmware serving as training multiple Random Forest (RF) classifiers. Using a dataset of 6935 embedded devices, the HTTP, SSH or DNS software names can be predicted with a precision higher than 80% with a limited knowledge. The correct HTTP, SSH or DNS versions can be inferred in more than 95% of cases after 1.4 trials on average. Similarly, our technique also predicts the password of at least one valid user in more than 97% of the cases after 1.15 trials on average.

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    https://hal.inria.fr/hal-03470...
    Conference object
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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.23919/cnsm5...
    Conference object . 2021 . Peer-reviewed
    License: STM Policy #29
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    Conference object . 2021
    Data sources: Hal-Diderot
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      https://doi.org/10.23919/cnsm5...
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    Authors: Mickaël D. Chekroun; Henk Dijkstra; Taylan Şengül; Shouhong Wang;

    We consider a 2-layer quasi-geostrophic ocean model where the upper layer is forced by a steady Kolmogorov wind stress in a periodic channel domain, which allows to mathematically study the nonlinear development of the resulting flow. The model supports a steady parallel shear flow as a response to the wind stress. As the maximal velocity of the shear flow (equivalently the maximal amplitude of the wind forcing) exceeds a critical threshold, the zonal jet destabilizes due to baroclinic instability and we numerically demonstrate that a first transition occurs. We obtain reduced equations of the system using the formalism of dynamic transition theory and establish two scenarios which completely describe this first transition. The generic scenario is that two modes become critical and a Hopf bifurcation occurs as a result. Under an appropriate set of parameters describing midlatitude oceanic flows, we show that this first transition is continuous: a supercritical Hopf bifurcation occurs and a stable time periodic solution bifurcates. We also investigate the case of double Hopf bifurcations which occur when four modes of the linear stability problem simultaneously destabilize the zonal jet. In this case we prove that, in the relevant parameter regime, the flow exhibits a continuous transition accompanied by a bifurcated attractor homeomorphic to $S^3$. The topological structure of this attractor is analyzed in detail and is shown to depend on the system parameters. In particular, this attractor contains (stable or unstable) time-periodic solutions and a quasi-periodic solution. 20 pages, 12 figures, 2 tables

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    https://doi.org/10.21203/rs.3....
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    Nonlinear Dynamics
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    https://doi.org/10.48550/arxiv...
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      https://doi.org/10.21203/rs.3....
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      Nonlinear Dynamics
      Article . 2022 . Peer-reviewed
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      https://doi.org/10.48550/arxiv...
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    Authors: Evi Margaritis; Clémence Pagnoux; Laurent Bouby; Vincent Bonhomme; +3 Authors

    International audience; Grapevine and olive are thought to have been intensively cultivated during the Hellenistic period, as part of an agrarian system which included agricultural choices specializing in the production of their secondary products. The discovery of large assemblages of carbonized grapes and olives at three sites in Pieria, Macedonia, Greece, provides a unique opportunity to advance our understanding of grape and olive cultivation, the production of wine and olive oil, and their position in the agricultural regimes in this region of Greece. In this paper, we report on morphometric analyses performed on these assemblages to distinguish wild and domesticated subspecies, and to identify ancient morphotypes that may correspond to the wild form or other varieties of olives and grapes. The comparison of olive and grape assemblages from three different sites, geographically close but different in terms of size and architecture, shows a wide range of cultivated types of both olive and grapevine, as well as possible local selection processes, especially for the grapevine.

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    ZENODO; Journal of Archaeological Science Reports
    Article . 2021 . Peer-reviewed
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      ZENODO; Journal of Archaeological Science Reports
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    Authors: Vanesse Labeyrie; Delphine Renard; Yildiz Aumeeruddy-Thomas; Petra Benyei; +15 Authors

    Unidad de excelencia María de Maeztu CEX2019-000940-M Homogenization of crop portfolios from the field to the global scale is raising concerns about agricultural adaptation to climate change. Assessing whether such trends threaten farmers' long-term adaptive capacity requires a thorough understanding of changes in their crop portfolios, identification of the drivers of change, and the implications such changes have for local nutrition and food production. We reviewed the available literature on farmers' reports of climate-driven crop changes. Small-scale farmers tend to adopt water-demanding crops, even in areas where models predict that reduced rainfall will reduce yields. The adoption of horticultural cash-crops combined with the abandonment of subsistence cereals modifies farmers' nutritional inputs in terms of calories and nutrients, potentially undermining their food security. Farmers' knowledge contributes to understand trends in crop diversity and support the design of strategies for adaptation to climate change.

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    Current Opinion in Environmental Sustainability
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    Current Opinion in Environmental Sustainability
    Other literature type . Article . 2021 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Coppola, Marcello; Noaille, Louis; Pierlot, Clément; Ouvinha de Oliveira, Rachel; +6 Authors

    International audience; With a turnover of more than 4.2 billion euros in 2020 and a 20% share in the value of the French wine industry's exports, the champagne industry represents a considerable weight in the French economy. In this context of significant economic development, the issue of climate change has been added, calling into question the practices and means of production of the sector. The challenges related to global warming and an ever-increasing demand for yield can be addressed using the Internet of Things (IoT) and Artificial Intelligence (AI) technologies to benefit champagne production and answer these challenges. This article presents a solution to optimise Vranken Pommery products' quality and make environmentally friendly decisions by using intelligent sensors distributed as close as possible to the production and storage facilities to collect data. These sensors use LoRaWAN technology and protocol to communicate. The system integrates components capable of hosting artificial intelligence algorithms and using advanced microcontrollers that allow for intelligent communication network implementation while reducing power consumption and deployment costs.

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    https://doi.org/10.1201/978100...
    Part of book or chapter of book . 2022 . Peer-reviewed
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      https://doi.org/10.1201/978100...
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    Authors: Dettmann, Alexander; Voegele, Thomas; Ocón, Jorge; Dragomir, Iulia; +8 Authors

    The project CoRob-X develops and demonstrates enabling technologies for multi-agent robotic teams to explore planetary surfaces with a focus on hard-to-reach areas where a collaborative scheme is required to efficiently explore complex environments. Exploring lava tubes is such a challenging environment and requires a team of robots able to collaborate in an autonomous way to find their way to the subsurface tube system, descend through a natural entry hole (the so-called skylight), and explore the interior with payload instruments to provide scientific data. The developed robotic exploration system that will tackle the ambitious goal is composed of three rovers with substantially different technical characteristics. The paper presents the overall approach, i.e., the control architecture, the robotic systems, and the software to be used. It also showcases the selected mission phases that will be demonstrated in a field-test campaign. In addition, a terrestrial mining use case is presented that demonstrates how the developed autonomy-enabling software can be transferred to terrestrial applications. Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.

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    Authors: Lorène Siegwart; Isabelle Bertrand; Olivier Roupsard; Maxime Duthoit; +1 Authors

    International audience; In agroforestry systems, fine roots grow at several depths due to the mixture of trees and annual crops. The decomposition of fine roots contributes to soil organic carbon stocks and may impact soil fertility, particularly in poor soils, such as those encountered in sub-Sahelian regions. The aim of our study was to measure the decomposition rate of root litter from annual and perennial species according to soil depth and location under and far from trees in a sub-Sahelian agroforestry parkland.Soil characteristics under and far from the trees were analysed from topsoil to 200 cm depth. Faidherbia tree, pearl millet and cowpea root litter samples were buried in litterbags for 15 months at 20, 40, 90 and 180 cm depths.Root litter decomposition was mainly impacted by soil moisture and soil depth. Faidherbia decomposed more slowly (36 ± 12% remaining mass after 15 months) than cowpea and pearl millet roots (23 ± 7% and 29 ± 11% respectively). Pearl millet aboveground biomass, at harvesting time, was twice as high under (9918 g m-2) than far (4332 g m-2) from the tree, and belowground biomass (0–200 cm of depth) was 89 g m-2 and 64 g m-2 under and far from the tree, respectively. Faidherbia fine roots contributed slightly (p-value < 0.1) to higher stocks of C under the tree (7761 ± 346 g m-2) than far from it (5425 ± 558 g m-2) and from 0 cm down to 200 cm depth.

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    ZENODO; Journal of Arid Environments
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    Authors: de Vries, Hugo; Donner, Mechthild; Axelos, Monique;

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    Authors: Brossard, Ludovic;

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    Authors: Hemmer, Adrien; Abderrahim, Mohamed; Badonnel, Remi; Chrisment, Isabelle;

    International audience; The Internet of Things has known an important development. However, security management is still a key challenge in particular for deploying complex IoT systems that provide sophisticated services. In this paper, we design an ensemble learning-based architecture to support early security detection in the context of multi-step attacks, by leveraging the performance of different detection techniques. The architecture relies on a total of five major methods, including process mining, elliptic envelope, one class support vector machine, local outlier factor and isolation forest. We describe the main components of this architecture and their interactions, from the data preprocessing to the generation of alerts, through the calculation of scores. The different detection methods are executed in parallel, and their results are combined by an ensemble learning strategy in order to improve the overall detection performance. We develop a proof-of-concept prototype and perform a large set of experiments to quantify the benefits and limits of this approach based on industrial datasets.

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    https://doi.org/10.23919/cnsm5...
    Conference object . 2021 . Peer-reviewed
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    Authors: Junges, Pierre-Marie; François, Jérome; Festor, Olivier;

    International audience; Internet-of-Things (IoT) devices or more generally embedded devices are nowadays commonly deployed in public, personal or work spaces despite suffering from security issues often related to their bad design and/or configuration. For instance, IoT botnets such as Mirai successfully compromised thousands of devices using a bruteforce method on a set of known credentials. Although brute-force attacks against a particular service (e.g. SSH, telnet) generate many packets which can be easily detected and mitigated, attackers can easily rely on TCP scans to assess the services present on a device while maintaining a high level of stealthiness. In this paper, we present a method to reconstruct precise information about an IoT device configuration (brand name, usernames, passwords, software components) from partial knowledge such as open ports revealed by a TCP scan. It relies on constituting a knowledge base from a large dataset of publicly accessible firmware serving as training multiple Random Forest (RF) classifiers. Using a dataset of 6935 embedded devices, the HTTP, SSH or DNS software names can be predicted with a precision higher than 80% with a limited knowledge. The correct HTTP, SSH or DNS versions can be inferred in more than 95% of cases after 1.4 trials on average. Similarly, our technique also predicts the password of at least one valid user in more than 97% of the cases after 1.15 trials on average.

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    https://doi.org/10.23919/cnsm5...
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    Authors: Mickaël D. Chekroun; Henk Dijkstra; Taylan Şengül; Shouhong Wang;

    We consider a 2-layer quasi-geostrophic ocean model where the upper layer is forced by a steady Kolmogorov wind stress in a periodic channel domain, which allows to mathematically study the nonlinear development of the resulting flow. The model supports a steady parallel shear flow as a response to the wind stress. As the maximal velocity of the shear flow (equivalently the maximal amplitude of the wind forcing) exceeds a critical threshold, the zonal jet destabilizes due to baroclinic instability and we numerically demonstrate that a first transition occurs. We obtain reduced equations of the system using the formalism of dynamic transition theory and establish two scenarios which completely describe this first transition. The generic scenario is that two modes become critical and a Hopf bifurcation occurs as a result. Under an appropriate set of parameters describing midlatitude oceanic flows, we show that this first transition is continuous: a supercritical Hopf bifurcation occurs and a stable time periodic solution bifurcates. We also investigate the case of double Hopf bifurcations which occur when four modes of the linear stability problem simultaneously destabilize the zonal jet. In this case we prove that, in the relevant parameter regime, the flow exhibits a continuous transition accompanied by a bifurcated attractor homeomorphic to $S^3$. The topological structure of this attractor is analyzed in detail and is shown to depend on the system parameters. In particular, this attractor contains (stable or unstable) time-periodic solutions and a quasi-periodic solution. 20 pages, 12 figures, 2 tables

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    https://doi.org/10.21203/rs.3....
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    Nonlinear Dynamics
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      Nonlinear Dynamics
      Article . 2022 . Peer-reviewed
      License: Springer TDM
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      https://doi.org/10.48550/arxiv...
      Article . 2021
      License: CC BY
      Data sources: Datacite
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    Authors: Evi Margaritis; Clémence Pagnoux; Laurent Bouby; Vincent Bonhomme; +3 Authors

    International audience; Grapevine and olive are thought to have been intensively cultivated during the Hellenistic period, as part of an agrarian system which included agricultural choices specializing in the production of their secondary products. The discovery of large assemblages of carbonized grapes and olives at three sites in Pieria, Macedonia, Greece, provides a unique opportunity to advance our understanding of grape and olive cultivation, the production of wine and olive oil, and their position in the agricultural regimes in this region of Greece. In this paper, we report on morphometric analyses performed on these assemblages to distinguish wild and domesticated subspecies, and to identify ancient morphotypes that may correspond to the wild form or other varieties of olives and grapes. The comparison of olive and grape assemblages from three different sites, geographically close but different in terms of size and architecture, shows a wide range of cultivated types of both olive and grapevine, as well as possible local selection processes, especially for the grapevine.

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    ZENODO; Journal of Archaeological Science Reports
    Article . 2021 . Peer-reviewed
    License: Elsevier TDM
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODO; Journal of A...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      ZENODO; Journal of Archaeological Science Reports
      Article . 2021 . Peer-reviewed
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      Other literature type . 2021
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    Authors: Vanesse Labeyrie; Delphine Renard; Yildiz Aumeeruddy-Thomas; Petra Benyei; +15 Authors

    Unidad de excelencia María de Maeztu CEX2019-000940-M Homogenization of crop portfolios from the field to the global scale is raising concerns about agricultural adaptation to climate change. Assessing whether such trends threaten farmers' long-term adaptive capacity requires a thorough understanding of changes in their crop portfolios, identification of the drivers of change, and the implications such changes have for local nutrition and food production. We reviewed the available literature on farmers' reports of climate-driven crop changes. Small-scale farmers tend to adopt water-demanding crops, even in areas where models predict that reduced rainfall will reduce yields. The adoption of horticultural cash-crops combined with the abandonment of subsistence cereals modifies farmers' nutritional inputs in terms of calories and nutrients, potentially undermining their food security. Farmers' knowledge contributes to understand trends in crop diversity and support the design of strategies for adaptation to climate change.

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    Current Opinion in Environmental Sustainability
    Article
    License: Elsevier Non-Commercial
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    Current Opinion in Environmental Sustainability
    Other literature type . Article . 2021 . Peer-reviewed
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    Other literature type . Article . 2021
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