CSRF 2024 - The First International Conference on Sustainable and Regenerative Farming
November 17, 2024 - November 21, 2024
CSRF 2024: Program
Onsite and Online Options: In order to accommodate various situations, we are offering the option for either physical presence or virtual participation (pdf slides or pre-recorded videos).
For 2024, all events will be held in a hybrid mode with five options: on site or virtual choices (live, prerecorded videos, voiced presentation slides, and .pdf slides).
We hope for better times allowing us to return to the traditional on site scientific events. However, we are ready to adapt any which way the conditions dictate.
DigitalSustainability 2024 Congress
Conference will be mixed online and on location at
Holiday Inn Express Valencia-Ciudad Las Ciencias
Escritor Rafael Ferreres 22
Valencia, 46013
Spain
Note: This event is a mix of online and on site participation. All contributions are posted below; those presenting onsite have their own schedule, as a subset of the entire program.
Opening Welcome
On Site Program
Timezone converter: https://www.worldtimebuddy.com
Sunrise and Sunset time: https://meteogram.org/sun/spain/valencia/
Tutorials
T1. Where Should/Could AI be Used and Where it Should/Could not be Used - On Site
Prof. Dr. Petre Dini, IARIA, USA/EU
- presentation slides
- video presentation
- summary
- short bio
T2. Advances in Machine Learning and Artificial Intelligence: Applications to Agriculture - On Site
Dr. Nuria Ortigosa, Universitat Politècnica de València, Spain
- presentation slides
- video presentation
- summary
- short bio
T3 & Demo. Running Hydraulics Simulations at Scale using Inductiva Python API - On Site
Dipl. Ing. Paulo Barbosa, Inductiva Research Labs, Portugal
Note:: On site attendees, please follow the instructions presented at
https://docs.inductiva.ai/en/latest/preinstallation/system/system-requirements.html
- presentation slides
- video presentation
- summary
- short bio
Keynote Speeches
K1. Artificial Intelligence for Precision Agriculture - On Site
Prof. Dr. Jaime Lloret, Universitat Politècnica de València, Spain
- presentation slides
- video presentation
- short bio
K2. The New Challenges of Agricultural Systems: Policies, Actors and Development Paradigms - Virtual
Prof. Dr. Teresa Del Giudice, University of Naples Federico II (UNINA), Italy
- presentation slides
- video presentation
- short bio
K3. Innovative Low-Water Turfgrass Management for Sustainable Urban Green Spaces - On Site
Assist. Prof. Dr. Lorena Parra, Universidad Politécnica de Madrid, Spain
- presentation slides
- video presentation
- short bio
K4. Introduction to Curves, Vector Products, and Geometric Algebra - Virtual
Assoc. Prof. Dr. Pavel Loskot, ZJU-UIUC Institute, China
- presentation slides
- video presentation
- short bio
K5. Legume Cover Crops for Improved Nutrient Cycling in Citrus Production Systems - Virtual
Assoc. Prof. Dr. Davie M. Kadyampakeni, University of Florida, USA
- presentation slides
- video presentation
- short bio
K6. Impact Perspectives of Smart Farming Research - On Site
Prof. Dr. Pedro Gonçalves, Escola Superior de Tecnologia e Gestão de Águeda and Instituto de Telecomunicações, Portugal
- presentation slides
- video presentation
- short bio
K7. Needs and Challenges for the Modernization and Technification of a More Sustainable Agriculture - On Site
Prof. Dr. Sandra Sendra, Universitat Politècnica de València, Spain
- presentation slides
- video presentation
- short bio
Panels
P1. Theme: Challenges in Environmental Sustainability
Moderator: Prof. Dr. Sandra Sendra, Universitat Politècnica de València, Spain
Panelists:
Assist. Prof. Dr. Lorena Parra, Universidad Politécnica de Madrid, Spain
Dr. Mahmood Ahmad, RIZQ/YUNUS WEFnex Hub AIT, Thailand
Ph. D. Candidate Francisco Javier Diaz, Universitat Politècnica de València, Spain
Prof. Dr. Petre Dini. IARIA. USA/EU
- presentation slides
P2. Theme: Advances in Accessible Digital Agriculture Technologies
Moderator: Dr. Izar Azpiroz, Fundacion Vicomtech, Spain
Panelists:
Prof. Dr. Sandra Sendra, Universitat Politècnica de València, Spain
Dr. Mahmood Ahmad, RIZQ/YUNUS WEFnex Hub AIT, Thailand
Dr. Laura García, Universidad Politécnica de Cartagena, Spain
Prof. Dr. Petre Dini. IARIA. USA/EU
- presentation slides
P3. Theme: AI Tools and Sensing Systems
Moderator: Assist. Prof. Dr. Lorena Parra, Universidad Politécnica de Madrid, Spain
Panelists:
Prof. Dr. Pedro Gonçalves, Escola Superior de Tecnologia e Gestão de Águeda and Instituto de Telecomunicações, Portugal
Ph. D. Candidate Alberto Mino Calero, NTNU, Norway
Dr. Mahmood Ahmad, RIZQ/YUNUS WEFnex Hub AIT, Thailand
Prof. Dr. Petre Dini, IARIA, USA/EU
- presentation slides
Open Discussions
Open Ad Hoc Discussion 1. Impact of AI-based solutions on Societal Well-being
Moderators
Dr. Isidoros Perikos, University of Patras, Greece
Prof. Dr. Petre Dini, IARIA USA/EU
Open Ad Hoc Discussion 2. Climate, Agriculture, and Technologies
Moderators:
Prof. Dr. Jaime Lloret, Universitat Politècnica de València, Spain
Prof. Dr. Pedro Gonçalves, Escola Superior de Tecnologia e Gestão de Águeda and Instituto de Telecomunicações, Portugal
Dr. Mahmood Ahmad, RIZQ/YUNUS WEFnex Hub AIT, Thailand
Prof. Dr. Petre Dini, IARIA USA/EU
Regular Sessions
EXPLAINABILITY 2024, The First International Conference on Systems Explainability
A Two-Dimensional Computational Model for DNA/RNA Classification
Dorota Bielińska-Wąż, Piotr Wąż
- presentation slides / video / full article in Thinkmind Digital Library
3D-Dynamic Representation of DNA/RNA Sequences: A Review
Piotr Wąż, Dorota Bielińska-Wąż
- presentation slides / video / full article in Thinkmind Digital Library
Explain Yourself
Holger Ziekow, Peter Schanbacher, Valentin Göttisheim
- presentation slides / video / full article in Thinkmind Digital Library
Explainable Facial Emotion Recognition with the use of Vision Transformers
Isidoros Perikos, Ioannis Kollias, Vaggelis Kapoulas, Michael Paraskevas
- presentation slides / video / full article in Thinkmind Digital Library
An XAI Approach on the Capacity of Transformers to Learn Time Dependencies in Time Series Forecasting
Alberto Miño Calero, Adil Rasheed, Anastasios M. Lekkas
- presentation slides / video / full article in Thinkmind Digital Library
A Medical Decision Support System for Explainable Multimodal Detection of Non-Small Cell Lung Cancer Using Clinical and PET Data
Anna Feleki, Nikolaos Papandrianos, Ioannis Apostolopoulos, Elpiniki Papageorgiou, Nikolaos Papathanasiou, Dimitrios Apostolopoulos, Jose Maria Alonso Moral, Javier Andreu-Perez Andreu-Perez
- presentation slides / video / full article in Thinkmind Digital Library
Analyzing Complex Models by Orthogonal Input-Output Decompositions
Pavel Loskot
- presentation slides / video / full article in Thinkmind Digital Library
The Graph Model of Combinatory Logic as a Model for Explainability
Thomas Fehlmann, Eberhard Kranich
- presentation slides / video / full article in Thinkmind Digital Library
SCALABILITY 2024, The First International Conference on Systems Scalability and Expandability
Total Cost of Ownership: Cloud-based vs. Onboard Vehicle Software Components
Daniel Baumann, Martin Sommer, Eric Sax, Falk Dettinger, Michael Weyrich
- presentation slides / video / full article in Thinkmind Digital Library
A Quantitative and Qualitative Comparison of Machine Learning Inference Frameworks
Egi Brako, Julian Kunkel, Jonathan Decker
- presentation slides / video / full article in Thinkmind Digital Library
Scalable Software Distribution for HPC-Systems Using MPI-Based File Systems in User Space
Jakob Dieterle, Hendrik Nolte, Julian Kunkel
- presentation slides / video / full article in Thinkmind Digital Library
VEHICULAR ANALYTICS 2024, The First International Conference on Vehicular Systems
Unmasking Threats in UAV Networks: A Semi-Supervised Approach to Cyphal Security
Kabid Hassan Shibly, Ryoichi Isawa, Takahiro Kasama
- presentation slides / video / full article in Thinkmind Digital Library
WIRELESS ANALYTICS 2024, The First International Conference on Wireless and Telecommunications
Reducing Frame Synchronization Loss through Optimized Start Frame Delimiter
Deyuku Maeda, Naoki Morita
- presentation slides / video / full article in Thinkmind Digital Library
CADAT 2024, The First International Conference on Accessible Digital Agriculture Technologies
Crop Yield Estimation Using Satellite Images and Municipal Yield Statistical Data [PRESENTATION]
Chisa Iwasaki, Ryo Sugiura, Mitsunori Ishihara
- presentation slides / video
Variety Classification by Image Recognition of Grape Leaf and Berry
Ryo Sugiura, Mitsunori Ishihara, Jihyun Lim, Chisa Iwasaki, Yu Oishi, Hiroshi Yakushiji, Yoshihiko Kuwana, Toshiya Yamamoto
- presentation slides / video / full article in Thinkmind Digital Library
A Feature-Based Correlation Approach for Analyzing Price Trends of Citrus in Valencia Province (Spain)
Roger Arnau, José Manuel Calabuig, Nuria Ortigosa, Luiza Petrosyan
- presentation slides / video / full article in Thinkmind Digital Library
Shore Identification and Navigation Route Modification Function for Autonomous Boats Used to Measure the Depth of Irrigation Ponds
Sho Nobumoto, Tsuyosi Nakajima, Kota Oshima, Yutaka Kaizu
- presentation slides / video / full article in Thinkmind Digital Library
Real-Time Egg Detection Using Edge Computer Vision
Nicholas Hadjisavvas, Nicolas Nicolaou, Efstathios Stavrakis
- presentation slides / video / full article in Thinkmind Digital Library
Beehive Monitoring Based IoT Technologies and AI
Benahmed Khelifa, Merbouh Abdeldjalil, Tab Mohamed Abdeessamd, Lorena Parra, Jaime Lloret, Bourouis Amina
- presentation slides / video / full article in Thinkmind Digital Library
A Monitoring System of Crop and Meteorology Parameters by Bringing Together Physical Sensors and Computer Vision Cameras
Francisco Heredia-Blaya, Laura García, Antonio-Javier Garcia-Sanchez, Rafael Asorey-Cacheda, Joan Garcia-Haro
- presentation slides / video / full article in Thinkmind Digital Library
Chatbot Integrated Holographic System for Digital Agriculture and Education
Kübra Kara, Daniel Matheus Brandão Lent, Alberto Ivars-Palomares, Jaime Lloret
- presentation slides / video / full article in Thinkmind Digital Library
COCE 2024, The First International Conference on Technologies for Marine and Coastal Ecosystems
Running Hydraulics Simulations at Scale Using Inductiva Python API
Luis Sarmento, Hugo Penedones, Sergio Santos, Paulo Barbosa
- presentation slides / video / full article in Thinkmind Digital Library
A Multiple-Location Modeling Scheme for Physics-Regularized Networks: Recurrent Forecasting of Fixed-Location Buoy Observations
Elias Sandner, Austin Schmidt, Pujan Pokhrel, Elias Ioup, David Dobson, Christian Guetl, Mahdi Abdelguerfi
- presentation slides / video / full article in Thinkmind Digital Library
Physics-Regularized Buoy Forecasts: A Multi-Hyperparameter Approach Using Bounded Random Search
Austin Schmidt, Pujan Pokhrel, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson
- presentation slides / video / full article in Thinkmind Digital Library
Development of an Acoustic Antenna for Event Triggering in KM3NeT
Miguel Ardid, Salva Ardid, Víctor Espinosa, Alicia Herrero, Carlos D. Llorens, Carlos Quiroz-Rangel, Manuel Bou-Cabo, Guillermo Lara
- presentation slides / video / full article in Thinkmind Digital Library
CSRF 2024, The First International Conference on Sustainable and Regenerative Farming
Smart Collars for Sheep: Leveraging Machine Learning for Improved Pasture Management
Gonçalo Soares, Paulo Pedreiras, William Xavier, Pedro Gonçalves
- presentation slides / video / full article in Thinkmind Digital Library
Point Cloud Fusion Algorithm for High-Quality Digital Surface Model Generation from Multi-Date Stereo Images
Daniel Diaz, Paula Gonzalez, Izar Azpiroz, Giovanni Paolini, Mikel Maiza
- presentation slides / video / full article in Thinkmind Digital Library
Securing Digital Identities with Blockchain and Smart Contracts
Lucía Muñoz Solanas, José Álvaro Fernández Carrasco, Daniel Paredes García
- presentation slides / video / full article in Thinkmind Digital Library
The Contribution of Benchmarking Tools to Increasing Transparency in Agricultural Data Sharing in Value Chains and Farmer’s Trust
Antonella Di Fonzo, Iraj Namdarian, Concetta Cardillo
- presentation slides / video / full article in Thinkmind Digital Library
Forecasting Agricultural Time Series Sensor Data Using Long-Short Term Memory Autoencoders
Derick Wagambula
- presentation slides / video / full article in Thinkmind Digital Library
Identity Provider based on Self-Sovereign Identities and Blockchain Technology
Daniel Paredes García, José Álvaro Fernández Carrasco, Lucía Muñoz Solanas
- presentation slides / video / full article in Thinkmind Digital Library
Species-independent Analytical Tools for Non-destructive and Real-time Detection of Shade Avoidance Syndrome in Plants [PRESENTATION]
Benny Jian Rong Sng, Duc Thinh Khong, Gajendra Pratap Singh, Rajeev J. Ram, Michael S. Strano, In-Cheol Jang
- presentation slides / video
Regenerative Agriculture – Where Is the World Going?
Mahmood Ahmad, Bhetwal Puja
- presentation slides / video / full article in Thinkmind Digital Library
Regenerative Agriculture: A Systematic Review of Contributions to Social, Economic, and Environmental Sustainability, and Stakeholder Roles
Teresa Del Giudice, Eleonora Caruso, Ahmed Saidi, Yari Vecchio
- presentation slides / video / full article in Thinkmind Digital Library
Efficient Water Use in Citrus Orchards in the Context of Water Scarcity: A Comprehensive Approach with the AquaCitrus Model
Najib Boubakri, Alberto Garcia-Prats, Juan Manuel Carricondo-Antón, Miguel Angel Jimenez-Bello, Manuel Pulido-Velazquez
- presentation slides / video / full article in Thinkmind Digital Library
Testing the Variation in Performance of a Coil-Based Soil Moisture Sensor with Soil-Core and Air-Core Deployments
Miguel Zaragoza-Esquerdo, Francisco Javier Diaz, Lorena Parra, Sandra Sendra, Jaime Lloret
- presentation slides / video / full article in Thinkmind Digital Library
The Use of MQx-based System for Characterization and Optimization of Plant-derived Volatile Organic Compounds
Alberto Ivars-Palomares, Francisco Javier Diaz, Sandra Sendra, Jaime Lloret
- presentation slides / video / full article in Thinkmind Digital Library
Farewell Message