index - Environmental Software Systems. Data Science in Action

Table of Contents
Environmental Software Systems. Data Science in Action *Ioannis N. Athanasiadis, Steven P. Frysinger, Gerald Schimak, Willem Jan Knibbe*	Front Matter
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*	1-6
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, Els Siebelink, Edith J M Feskens, Jeanne H. M. de Vries*	7-23
Computational Infrastructure of SoilGrids 2.0 *Luís Sousa, Laura Poggio, Gwen Dawes, Bas Kempen, Rik Bosch*	24-31
Defining and Classifying Infrastructural Contestation: Towards a Synergy Between Anthropology and Data Science *Christos Giovanopoulos, Yannis Kallianos, Ioannis Athanasiadis, Dimitris Dalakoglou*	32-47
Automated Processing of Sentinel-2 Products for Time-Series Analysis in Grassland Monitoring *Tom Hardy, Marston Franceschini, Lammert Kooistra, Marcello Novani, Sebastiaan Richter*	48-56
CLARITY Screening Service for Climate Hazards, Impacts and Effects of the Adaptation Options *Denis Havlik, Gerald Schimak, Patrick Kaleta, Pascal Dihé, Mattia Leone*	57-71
Diet Modelling: Combining Mathematical Programming Models with Data-Driven Methods *Ante Ivancic, Argyris Kanellopoulos, Johanna Geleijnse*	72-80
AGINFRA PLUS: Running Crop Simulations on the D4Science Distributed e-Infrastructure *M. Knapen, Rob Lokers, Leonardo Candela, Sander Janssen*	81-89
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*	90-101
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*	102-114
Using Virtual Research Environments in Agro-Environmental Research *Rob Lokers, M. Knapen, Leonardo Candela, Steven Hoek, Wouter Meijninger*	115-121
Can We Use the Relationship Between Within-Field Elevation and NDVI as an Indicator of Drought-Stress? *Bernardo Maestrini, Matthijs Brouwer, Thomas Been, Lambertus Lotz*	122-131
Predicting Nitrogen Excretion of Dairy Cattle with Machine Learning *Herman Mollenhorst, Yamine Bouzembrak, Michel Haan, Hans Marvin, Roel Veerkamp, Claudia Kamphuis*	132-138
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, Ioannis Athanasiadis*	139-150
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*	151-164
Machine Learning Algorithms for Food Intelligence: Towards a Method for More Accurate Predictions *Ioanna Polychronou, Panagis Katsivelis, Mihalis Papakonstantinou, Giannis Stoitsis, Nikos Manouselis*	165-172
Interoperability of Solutions in a Crisis Management Environment Showcased in Trial-Austria *Gerald Schimak, Dražen Ignjatović, Erik Vullings, Maurice Sammels*	173-187
ELFIE - The OGC Environmental Linked Features Interoperability Experiment *Kathi Schleidt, Michael O’grady, Sylvain Grellet, Abdelfettah Feliachi, Hylke Schaaf*	188-193
Real-Time Visualization of Methane Emission at Commercial Dairy Farms *Dirkjan Schokker, Herman Mollenhorst, Gerrit Seigers, Yvette Haas, Roel Veerkamp, Claudia Kamphuis*	194-200
Design of a Web-Service for Formal Descriptions of Domain-Specific Data *Jannik Sidler, Eric Braun, Thorsten Schlachter, Clemens Düpmeier, Veit Hagenmeyer*	201-215
Models in the Cloud: Exploring Next Generation Environmental Software Systems *Will Simm, Gordon Blair, Richard Bassett, Faiza Samreen, Paul Young*	216-227
An Environmental Sensor Data Suite Using the OGC SensorThings API *Hylke Schaaf, Jürgen Moßgraber, Sylvain Grellet, Mickaël Beaufils, Kathi Schleidt, Thomas Usländer*	228-241
WISS a Java Continuous Simulation Framework for Agro-Ecological Modelling *D. Kraalingen, M. Knapen, A. Wit, H. Boogaard*	242-248
Mathematical Estimation of Particulate Air Pollution Levels by Multi-angle Imaging *Or Vernik, Barak Fishbain*	249-257
Interpolation of Data Measured by Field Harvesters: Deployment, Comparison and Verification *Tomáš Řezník, Lukáš Herman, Kateřina Trojanová, Tomáš Pavelka, Šimon Leitgeb*	258-270

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