Table of Contents
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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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