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Environmental Software Systems. Data Science in Action

13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5–7, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Ioannis N. Athanasiadis

    1. Wageningen University and Research, Wageningen, The Netherlands

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  2. Steven P. Frysinger

    1. James Madison University, Harrisonburg, USA

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  3. Gerald Schimak

    1. Austrian Institute of Technology GmbH, Vienna, Austria

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  4. Willem Jan Knibbe

    1. Wageningen University and Research, Wageningen, The Netherlands

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 554)

Included in the following conference series:

Conference proceedings info: ISESS 2020.

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About this book

This book constitutes the refereed proceedings of the 13th IFIP WG 5.11 International Symposium on Environmental Software Systems, ISESS 2020, held in Wageningen, The Netherlands, in February 2020.

The 22 full papers and 3 short papers were carefully reviewed and selected from 29 submissions. The papers cover a wide range of topics on environmental informatics, including data mining, artificial intelligence, high performance and cloud computing, visualization and smart sensing for environmental, earth, agricultural and food applications.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Unsupervised Learning of Robust Representations for Change Detection on Sentinel-2 Earth Observation Images

    • Michelle Aubrun, Andres Troya-Galvis, Mohanad Albughdadi, Romain Hugues, Marc Spigai
    Pages 1-6

  3. Dietary Intake Assessment: From Traditional Paper-Pencil Questionnaires to Technology-Based Tools

    • Elske M. Brouwer-Brolsma, Desiree Lucassen, Marielle G. de Rijk, Anne Slotegraaf, Corine Perenboom, Karin Borgonjen et al.
    Pages 7-23

  4. Computational Infrastructure of SoilGrids 2.0

    • Luís M. de Sousa, Laura Poggio, Gwen Dawes, Bas Kempen, Rik van den Bosch
    Pages 24-31

  5. Defining and Classifying Infrastructural Contestation: Towards a Synergy Between Anthropology and Data Science

    • Christos Giovanopoulos, Yannis Kallianos, Ioannis N. Athanasiadis, Dimitris Dalakoglou
    Pages 32-47

  6. Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring

    • Tom Hardy, Marston Domingues Franceschini, Lammert Kooistra, Marcello Novani, Sebastiaan Richter
    Pages 48-56

  7. CLARITY Screening Service for Climate Hazards, Impacts and Effects of the Adaptation Options

    • Denis Havlik, Gerald Schimak, Patrick Kaleta, Pascal Dihé, Mattia Federico Leone
    Pages 57-71

  8. Diet Modelling: Combining Mathematical Programming Models with Data-Driven Methods

    • Ante Ivancic, Argyris Kanellopoulos, Johanna M. Geleijnse
    Pages 72-80

  9. AGINFRA PLUS: Running Crop Simulations on the D4Science Distributed e-Infrastructure

    • M. J. Rob Knapen, Rob M. Lokers, Leonardo Candela, Sander Janssen
    Pages 81-89

  10. Redefining Agricultural Insurance Services Using Earth Observation Data. The Case of Beacon Project

    • Emmanuel Lekakis, Stylianos Kotsopoulos, Gregory Mygdakos, Agathoklis Dimitrakos, Ifigeneia-Maria Tsioutsia, Polimachi Simeonidou
    Pages 90-101

  11. Producing Mid-Season Nitrogen Application Maps for Arable Crops, by Combining Sentinel-2 Satellite Images and Agrometeorological Data in a Decision Support System for Farmers. The Case of NITREOS

    • Emmanuel Lekakis, Dimitra Perperidou, Stylianos Kotsopoulos, Polimachi Simeonidou
    Pages 102-114

  12. Using Virtual Research Environments in Agro-Environmental Research

    • Rob M. Lokers, M. J. Rob Knapen, Leonardo Candela, Steven Hoek, Wouter Meijninger
    Pages 115-121

  13. Can We Use the Relationship Between Within-Field Elevation and NDVI as an Indicator of Drought-Stress?

    • Bernardo Maestrini, Matthijs Brouwer, Thomas Been, Lambertus A. P. Lotz
    Pages 122-131

  14. Predicting Nitrogen Excretion of Dairy Cattle with Machine Learning

    • Herman Mollenhorst, Yamine Bouzembrak, Michel de Haan, Hans J. P. Marvin, Roel F. Veerkamp, Claudia Kamphuis
    Pages 132-138

  15. Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases

    • Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje Osinga et al.
    Pages 139-150

  16. Quantifying Uncertainty for Estimates Derived from Error Matrices in Land Cover Mapping Applications: The Case for a Bayesian Approach

    • Jordan Phillipson, Gordon Blair, Peter Henrys
    Pages 151-164

  17. Machine Learning Algorithms for Food Intelligence: Towards a Method for More Accurate Predictions

    • Ioanna Polychronou, Panagis Katsivelis, Mihalis Papakonstantinou, Giannis Stoitsis, Nikos Manouselis
    Pages 165-172

  18. Interoperability of Solutions in a Crisis Management Environment Showcased in Trial-Austria

    • Gerald Schimak, Dražen Ignjatović, Erik Vullings, Maurice Sammels
    Pages 173-187

  19. ELFIE - The OGC Environmental Linked Features Interoperability Experiment

    • Kathi Schleidt, Michael O’Grady, Sylvain Grellet, Abdelfettah Feliachi, Hylke van der Schaaf
    Pages 188-193

  20. Real-Time Visualization of Methane Emission at Commercial Dairy Farms

    • Dirkjan Schokker, Herman Mollenhorst, Gerrit Seigers, Yvette de Haas, Roel F. Veerkamp, Claudia Kamphuis
    Pages 194-200
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Other volumes

  1. Environmental Software Systems. Data Science in Action

Editors and Affiliations

  • Wageningen University and Research, Wageningen, The Netherlands

    Ioannis N. Athanasiadis, Willem Jan Knibbe

  • James Madison University, Harrisonburg, USA

    Steven P. Frysinger

  • Austrian Institute of Technology GmbH, Vienna, Austria

    Gerald Schimak

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