Flexible robots for intelligent automation of precision agriculture operations

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Pilot 1 assessment

D4.4 Pilot 1 assessment (SERESCO, R, PU, M36) – T4.4A document analyzing the evaluation and assessment of the pilot based on the results of the testing and use of the demonstrators, as well as the ethical assessment.

Pilot 3 assessment

D6.4 Pilot 3 assessment (ART, R, PU, M36) – T6.4A document analysing the evaluation and assessment of the pilot based on the results of the testing and use of the demonstrators, as well as the ethical assessment

Report on ethical AI in Agri-Food

D7.7 Report on ethical AI in Agri-Food (CEPS, R, PU, M36) - T7.6. A consolidated synopsis report containing horizontal lessons learned and recommendations, to be distributed via different online communication channels and a dedicated event.

Communication report final

D7.8 Communication report final (ATOS, R, PU, M36) - T7.2. Updated version of D7.2. with special focus on KPI reporting.

Pilot 2 Technical report on the demonstrator-specific components

D5.2 Pilot 2 Technical report on the demonstrator-specific components (PRO, R, PU, M27) – T5.2 A document compiling the technical description of all the pilot-specific components and the information required for their integration and deployment.

Pilot 2 Demonstrator integration, testing and deployment

D5.3 Pilot 2 Demonstrator integration, testing and deployment (LUKE, R, PU, M34) – T5.3 A document describing the in-field deployment of the pilot. It will also describe the integration of the software components and services developed in the task T5.2. The document will include the tests and results of the deployment and demonstrators.

Communication report 2

D7.8 Communication report 2 (ATOS, R, PU, M24) - T7.2. Updated version of D7.2. with special focus on KPI reporting.

Stakeholder view to FlexiGroBots system scenarios

D2.1 Stakeholder view to FlexiGroBots system scenarios (VTT, R, PU, M9) – T2.1It shall describe what the stakeholders will expect from FlexiGroBots based robot fleet operations in pilot use cases both from technical and business perspectives. The deliverable formulates the end-user views to the requirement setting and the validation planning.

Project sustainability and long-term operation plan Final

D7.6 Project sustainability and long-term operation plan Final (SER, R, PU, M36) - T7.5. This deliverable, with two editions, will include the design of an ambitious plan for the sustainability and long-term operation of the solutions developed within the project, focusing on ensuring pilot operations beyond the scope of the project.

Standardisation activities report 1

D2.3 Standardisation activities report 1 (CSIC, R, PU, M18) – T2.3Gathering the information on current standards both on robotics and on agriculture, with the expertise developed along the first phases of the project, proposals on how normative should be adapted.

Pilot 3 objectives, requirements and design

D6.1 Pilot 3 objectives, requirements and design (BIO, R, PU, M12) – T6.1A report documenting the plan for the development of the pilot. The document will also collect all functional and non-functional requirements of the pilot for all the components involved and including not only software components but also robots and UAVs. The document will include the detailed description of the system architecture and elaboration of pilot-specific user requirements, technical possibilities and field constraints.

Pilot 2 assessment

D5.4 Pilot 2 assessment (MTE, R, PU, M36) – T5.4 A document analysing the evaluation and assessment of the pilot based on the results of the testing and use of the demonstrators, as well as the ethical assessment.

Technology transfer report

D7.5 Technology transfer report (BIO, R, PU, M34) - T7.4. This deliverable consists of a consolidated report on pilot demonstration activities, their results, and technology transfer requirements and procedures, made in respect to D1.3 and D7.3.

Communication Plan and Communication Kit

D7.2 Communication Plan and Communication Kit (ATOS, R, PU, M6) - T7.2. This deliverable will consist of a detailed plan for ongoing project communication activities, partner roles and performance KPIs. A first analysis of target audiences will be provided. In addition, a communication kit will be provided, including a project visual identity book, website, blog, social media accounts, promotional materials, and document templates.

ELSE factor analysis and guidelines

D24 ELSE factor analysis and guidelines CEPS R PU M18 T24ELSE factor analysis and guidelines in form of a report and a public post on the AI4EU observatory

Pilot 1 Demonstrator integration, testing and deployment

D4.3 Pilot 1 Demonstrator integration, testing and deployment (SERESCO, R, PU, M34) – T4.3A document describing the in-field deployment of the UGVs, UAVs, software components of the FlexiGroBots and software demonstrator. It will also describe the integration of the software components and services developed in the task T4.2. The document will include the tests and results of the deployment and demonstrators.

Pilot 1 Technical report on the demonstrator-specific components

D4.2 Pilot 1 Technical report on the demonstrator-specific components (CSIC, R, PU, M27) – T4.2A document compiling the technical description of all the demonstrator-specific components and the information required for their integration and deployment.

Pilot 3 Demonstrator integration, testing and deployment

D6.3 Pilot 3 Demonstrator integration, testing and deployment (ART, R, PU, M34) – T6.3A document describing the in-field deployment of the UGVs, UAVs, software components of the FlexiGroBots and software demonstrators. It will also describe the integration of the software components and services developed in the task T6.2. The document will include the tests and results of the deployment and demonstrators.

Business modelling and commercial exploitation report final

D7.3 Business modelling and commercial exploitation report final (AFL, R, PU, M36) - T7.3. A strategy report detailing the results of business modelling, opportunity exploration and new product and service commercialization planning activities, to be distributed via different online communication channels and among interested prospective end-customers, industry representatives and public stakeholders.

Requirements and platform architecture specifications Final

D2.2 Requirements and platform architecture specifications Final (ATOS, R, PU, M18) – T2.2. This deliverable will include stakeholder, system and technology (i.e. software) specifications as defined by ISO/IEC/IEEE 29148:2011 and IEC 62559. It will also include the architecture framework (set of viewpoints) compliant with ISO/IEC 42010 and the corresponding architecture descriptions or views.

Pilot 3 Technical report on the demonstrator-specific components

D6.2 Pilot 3 Technical report on the demonstrator-specific components (BIO, R, PU, M27) – T6.2A document compiling the technical description of all the demonstrator-specific components and the information required for their integration and deployment.

Communication report 1

D78 Communication report 1 ATOS R PU M12 T72 Updated version of D72 with special focus on KPI reporting

Dissemination Plan

D71 Dissemination Plan WUR R PU M6 T71 It will set the project result dissemination plan and designate practical actions partners roles in their implementation and KPIs for assessing the impact of proposed measures

Pilot 1 objectives, requirements and design

D4.1 Pilot 1 objectives, requirements and design (SERESCO, R, PU, M12) – T4.1A report documenting the plan for the development of the pilot. The document will also collect all functional and non-functional requirements of the pilot for all the components involved and including not only software components but also robots and UAVs. The design will be part of this document, describing the architecture of the solution and the design of the components that will developed for the pilot.

Requirements and platform architecture specifications 1

D22 Requirements and platform architecture specifications ATOS R PU M12 T22 This deliverable will include stakeholder system and technology ie software specifications as defined by ISOIECIEEE 291482011 and IEC 62559 It will also include the architecture framework set of viewpoints compliant with ISOIEC 42010 and the corresponding architecture descriptions or views

Methodology for virtual pilot demonstration

D7.4 Methodology for virtual pilot demonstration (BIO, R, PU, M30) - T7.4. A methodology report on virtual demonstrations for on-site robotic pilots using innovative digital streaming, visualisation and interactive engagement solutions.

Pilot alignment and joint assessment report 1

D2.5 Pilot alignment and joint assessment report 1 (ATOS, R, PU, M12) – T2.5. This is a series of yearly reports on the global status and results obtained by the different pilots, which are development by independent teams in different WPs.

Pilot alignment and joint assessment report Final

D2.5 Pilot alignment and joint assessment report Final (ATOS, R, PU, M36) – T2.5. This is a series of yearly reports on the global status and results obtained by the different pilots, which are development by independent teams in different WPs.

Pilot 2 objectives, requirements and design

D5.1 Pilot 2 objectives, requirements and design (LUKE, R, PU, M12) – T5.1 A report documenting the plan for the development of the pilot. The document will also collect all functional and non-functional requirements of the pilot for all the components involved. The document will describe the system architecture and the design of the pilot specific components.

Business modelling and commercial exploitation report 1

D7.3 Business modelling and commercial exploitation report 1 (AFL, R, PU, M24) - T7.3. A strategy report detailing the results of business modelling, opportunity exploration and new product and service commercialization planning activities, to be distributed via different online communication channels and among interested prospective end-customers, industry representatives and public stakeholders.

Standardisation activities report Final

D2.3 Standardisation activities report Final (CSIC, R, PU, M36) – T2.3Gathering the information on current standards both on robotics and on agriculture, with the expertise developed along the first phases of the project, proposals on how normative should be adapted.

Pilot alignment and joint assessment report 2

D2.5 Pilot alignment and joint assessment report 2 (ATOS, R, PU, M24) – T2.5. This is a series of yearly reports on the global status and results obtained by the different pilots, which are development by independent teams in different WPs.

FlexiGroBots Platform v2

D3.2 FlexiGroBots Platform v2 (ATOS, OTH, PU, M24) – T3.1-T3.5Second version of FlexiGroBots digital platform and services together with a report providing details on the implementation and deployment activities.

FlexiGroBots Platform v3

D3.3 FlexiGroBots Platform v3 (ATOS, OTH, PU, M36) – T3.1-T3.5Third and final version of FlexiGroBots digital platform and services together with a report providing details on the implementation and deployment activities.

FlexiGroBots Platform v1

D3.1 FlexiGroBots Platform v1 (ATOS, OTH, PU, M12) – T3.1-T3.5First version of FlexiGroBots digital platform and services together with a report providing details on the implementation and deployment activities.

Publicaciones

Automation in Agriculture. Chapter in book Encyclopedia of Smart Agriculture Technologies

Autores: Karouta, Jeremy JH, and Angela Ribeiro.
Publicado en: Encyclopedia of Smart Agriculture Technologies p, 2023, Página(s) 41640, ISBN 978-3-030-89123-7
Editor: Springer
DOI: 10.1007/978-3-030-89123-7_226-1

Autonomous Platforms

Autores: Jeremy J. H. Karouta, Angela Ribeiro
Publicado en: Agriculture Automation and Control, Advanced Automation for Tree Fruit Orchards and Vineyards, 2023, Página(s) 175-194
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-26941-7_8

Connecting Different Drone Operations with the Farm Robotic Management

Autores: Jere Kaivosoja, Kari Kolehmainen, Oskar Marko, Ari Ronkainen, Nina Pajević, Marko Panić, Sergio Vélez, Mar Ariza-Sentis, João Valente, Juha-Pekka Soininen
Publicado en: New Developments and Environmental Applications of Drones, 2024, Página(s) 33-41
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-44607-8_2

Advances in connectivity and distributed intelligence in agricultural robotics

Autores: null null, Liisa Pesonen, Daniel Calvo Alonso, null null, Juha Backman, null null, Jere Kaivosoja, null null, Jarmi Recio Martinez, null null, Juha-Pekka Soininen, null null
Publicado en: Burleigh Dodds Series in Agricultural Science, Advances in agri-food robotics, 2024, Página(s) 223-262
Editor: Burleigh Dodds Science Publishing
DOI: 10.19103/as.2023.0124.14

Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field

Autores: Dimitrije Stefanović, Aleksandar Antić, Marko Otlokan, Bojana Ivošević, Oskar Marko, Vladimir Crnojević, Marko Panić
Publicado en: Lecture Notes in Networks and Systems, ROBOT2022: Fifth Iberian Robotics Conference, 2022, Página(s) 401-411
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-21062-4_33

Advances in connectivity and distributed intelligence in agricultural robotics

Autores: Liisa Pesonen, Daniel Calvo Alonso, Juha Backman, Jere Kaivosoja, Jarmi Recio Martinez, Juha-Pekka Soininen
Publicado en: 2023
Editor: Burleigh Dodds Science

Towards Automated UAV Image Processing Workflows in Precision Viticulture: Challenges and Benefits

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: Lecture Notes in Networks and Systems, ROBOT2022: Fifth Iberian Robotics Conference, 2022, Página(s) 451-462
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-21062-4_37

BBR: An open-source standard workflow based on biophysical crop parameters for automatic Botrytis cinerea assessment in vineyards

Autores: Mar Ariza, Sergio Vélez, João Valente
Publicado en: SoftwareX, 2023, ISSN 2352-7110
Editor: Elsevier
DOI: 10.1016/j.softx.2023.101542

GrapeMOTS: UAV vineyard dataset with MOTS grape bunch annotations recorded from multiple perspectives for enhanced object detection and tracking

Autores: Mar Ariza-Sentís, Kaiwen Wang, Zhen Cao, Sergio Vélez, João Valente
Publicado en: Data in Brief, Edición 54, 2024, Página(s) 110432, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/j.dib.2024.110432

Speeding up UAV-based crop variability assessment through a data fusion approach using spatial interpolation for site-specific management

Autores: Sergio Vélez, Mar Ariza-Sentís, Marko Panić, Bojana Ivošević, Dimitrije Stefanović, Jere Kaivosoja, João Valente
Publicado en: Smart Agricultural Technology, Edición 8, 2024, Página(s) 100488, ISSN 2772-3755
Editor: Elsevier
DOI: 10.1016/j.atech.2024.100488

Comparing Nadir and Oblique Thermal Imagery in UAV-Based 3D Crop Water Stress Index Applications for Precision Viticulture with LiDAR Validation

Autores: Thomas Buunk, Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: Sensors, 2023, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23208625

An aerial framework for Multi-View grape bunch detection and route Optimization using ACO

Autores: Mar Ariza-Sentís, Sergio Vélez, Hilmy Baja, Roberto G. Valenti, João Valente
Publicado en: Computers and Electronics in Agriculture, Edición 221, 2024, Página(s) 108972, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/j.compag.2024.108972

Object detection and tracking on UAV RGB videos for early extraction of grape phenotypic traits

Autores: Mar Ariza-Sentís, Hilmy Baja, Sergio Vélez, João Valente
Publicado en: Computers and Electronics in Agriculture, 2023, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/j.compag.2023.108051

Precision farming technologies for crop protection: A meta-analysis

Autores: Evangelos Anastasiou, Spyros Fountas, Matina Voulgaraki, Vasilios Psiroukis, Michael Koutsiaras, Olga Kriezi, Erato Lazarou, Anna Vatsanidou, Longsheng Fu, Fabiola Di Bartolo, Jesus Barreiro-Hurle, Manuel Gómez-Barbero
Publicado en: Smart Agricultural Technology, Edición 5, 2024, Página(s) 100323, ISSN 2772-3755
Editor: Elsevier
DOI: 10.1016/j.atech.2023.100323

Object detection and tracking in Precision Farming: a systematic review

Autores: Mar Ariza-Sentís, Sergio Vélez, Raquel Martínez-Peña, Hilmy Baja, João Valente
Publicado en: Computers and Electronics in Agriculture, Edición Volume 219, April 2024, 2024, ISSN 0168-1699
Editor: Elsevier BV
DOI: 10.1016/j.compag.2024.108757

VineLiDAR: High-resolution UAV-LiDAR vineyard dataset acquired over two years in northern Spain

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: Data in Brief, 2023, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/j.dib.2023.109686

Fostering Agricultural Transformation through AI: An Open-Source AI Architecture Exploiting the MLOps Paradigm

Autores: Antonio Carlos Cob-Parro, Yerhard Lalangui, Raquel Lazcano
Publicado en: Agronomy, Special Edición Data-Driven Agriculture: Remote Sensing and Machine Learning for Sustainable Farming Practices, Edición Agronomy 2024, 14(2), 259, 2024, Página(s) 259, ISSN 2073-4395
Editor: MDPI
DOI: 10.3390/agronomy14020259

Mapping the spatial variability of Botrytis bunch rot risk in vineyards using UAV multispectral imagery

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: European Journal of Agronomy, 2022, ISSN 1161-0301
Editor: Elsevier BV
DOI: 10.1016/j.eja.2022.126691

Dataset on unmanned aerial vehicle multispectral images acquired over a vineyard affected by Botrytis cinerea in northern Spain

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: Data in Brief, 2023, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/j.dib.2022.108876

Dataset on UAV RGB videos acquired over a vineyard including bunch labels for object detection and tracking

Autores: Mar Ariza-Sentís, Sergio Vélez, João Valente
Publicado en: Data in Brief, 2023, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/j.dib.2022.108848

Simulation Based Performance Evaluation of FIWARE IoT Platform for Smart Agriculture

Autores: Kari Kolehmainen, Marco Pirazzi, Juha-Pekka Soininen, Juha Backman
Publicado en: Proceedings of the 8th International Conference on Internet of Things, Big Data and Security, 2023
Editor: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0011918700003482

Benchmarking the Reliability of Sentinel-2 Satellite Data for Estimating Vineyard NDVI and Leaf Area Index Parameters through UAV LiDAR and Multispectral Imagery

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: ECRS 2023, 2024
Editor: MDPI
DOI: 10.3390/ecrs2023-15859

Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods

Autores: Vladan Filipović, Dimitrije Stefanović, Nina Pajević, Željana Grbović, Nemanja Djuric, Marko Panić
Publicado en: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023
Editor: IEEE
DOI: 10.1109/cvprw59228.2023.00372

Optimised Routing of the Blueberry Cultivating Unmanned Ground Vehicle

Autores: Nikola Obrenović, Maksim Lalić, Dimitrije Stefanović, Marko Panić, Sanja Brdar, Vladimir Crnojević, and Oskar Marko
Publicado en: 2023
Editor: Proceedings of the 17th International Symposium on Operations Research in Slovenia, Bled, Slovenia, September 20-22

Collaborative Harvest Robot

Autores: Maria Nuria Conejero, Hector Montes, Dionisio Andujar, Jose Maria Bengochea-Guevara, and Angela Ribeiro
Publicado en: Lecture Notes in Networks and Systems, 2022, ISBN 978-3-031-21061-7
Editor: Springer
DOI: 10.1007/978-3-031-21062-4_34

Efficient Assessment of Crop Spatial Variability Using UAV Imagery: A Geostatistical Approach

Autores: Sergio Vélez, Mar Ariza-Sentís, João Valente
Publicado en: ECRS 2023, 2024
Editor: MDPI
DOI: 10.3390/ecrs2023-16643

NeRFLight: Fast and Light Neural Radiance Fields using a Shared Feature Grid

Autores: Fernando Rivas-Manzaneque, Jorge Sierra-Acosta, Adrian Penate-Sanchez, Francesc Moreno-Noguer, Angela Ribeiro
Publicado en: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Editor: IEEE
DOI: 10.1109/cvpr52729.2023.01195

Small robot for localized spraying using ISOBUS protocol

Autores: Jose M. Bengochea-Guevara1, Fernando J. Jimenez-Pinto, Dionisio Andujar, Hector Montes, Angela Ribeiro
Publicado en: 2023
Editor: ECPA

134. Collaborative smart-robot for yield mapping and harvesting assistance

Autores: M.N. Conejero, H. Montes, D. Andujar, J.M. Bengochea-Guevara, E. Rodríguez, A. Ribeiro
Publicado en: Precision agriculture ’23, 2023
Editor: Wageningen Academic Publishers
DOI: 10.3920/978-90-8686-947-3_134

1. Grape counting in RGB videos – comparing two instance segmentation models

Autores: M. Ariza-Sentís, S. Vélez, H. Baja, J. Valente
Publicado en: Precision agriculture ’23, 2023
Editor: Wageningen Academic Publishers
DOI: 10.3920/978-90-8686-947-3_1

Improving Up-Close Remote Sensing of Occluded Areas in Vineyards through Customized Multiple-Unmanned-Aerial-Vehicle Path Planning

Autores: Mar Ariza-Sentís, Sergio Vélez, Roberto G. Valenti, João Valente
Publicado en: ECRS 2023, 2024
Editor: MDPI
DOI: 10.3390/ecrs2023-15857

Building a Robot Tractor Using Commercial Components and Widely Used Standards

Autores: Juha Backman; Raimo Linkolehto; Madis Lemsalu; Jere Kaivosoja
Publicado en: IFAC-PapersOnLine, Edición 1, 2022
Editor: IFAC-PapersOnLine
DOI: 10.1016/j.ifacol.2022.11.106

Agro Smart

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Tanjug media agency

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Radio Television of Vojvodina - online portal

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Naslovi.net—general news portal

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Agrofin

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Late Botrytis TERRAS 2021

Autores: Ángela Ribeiro Seijas, José Maria Bengochea-Guevara, Mariano Todeschini, Dionisio Andújar
Publicado en: Digital CSIC, 2021
Editor: CSIC
DOI: 10.20350/digitalcsic/14011

MOTS-annotated UAV Vineyard Dataset captured using Multiple Perspectives to avoid Leaf Occlusion for Object Detection and Tracking

Autores: Mar Ariza-Sentís, Kaiwen Wang, Zhen Cao, Sergio Vélez, João Valente
Publicado en: Zenodo, Edición February 7, 2024, 2024
Editor: Wageningen University & Research

Nieuwe Oogst

Autores: WU
Publicado en: 2021
Editor: WU

Vest.rs—general news portal

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Early Botrytis in Terras Gauda 2021

Autores: João Valente, Mar Ariza-Sentís
Publicado en: Zenodo, 2021
Editor: WU
DOI: 10.5281/zenodo.5654707

Agro TV

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Poljoprivrednik (print and online media)

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Extensius.cat

Autores: WU
Publicado en: 2022
Editor: WU

Krila severa—general news portal

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

inSTORE

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Precision viticulture dataset for detailed vineyard mapping composed of geotagged smartphone ground images, phytosanitary status, UAV orthomosaics, 3D point clouds, and RTK GNSS data - Northern Spain, July 2022

Autores: Sergio Vélez, Mar Ariza-Sentí, João Valente
Publicado en: Zenodo, Edición December 12, 2023, 2024
Editor: Wageningen University & Research
DOI: 10.5281/zenodo.10362567

FlexiGroBots - Blueberry orchard UAV dataset

Autores: Ivošević Bojana, Grbović Željana, Stefanović Dimitrije, Filipović Vladan, Antić Aleksandar, Pajević Nina, Marko Oskar, Panić Marko
Publicado en: Zenodo, 2021
Editor: BIO
DOI: 10.5281/zenodo.5712792

Poljosfera

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

eKapija—general news portal

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

FlexiGroBots - Blueberry UAV Hyperspectral Dataset

Autores: ART21, JSC
Publicado en: Zenodo, 2022
Editor: ART21
DOI: 10.5281/zenodo.6457533

24SEDAM

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

Agro News

Autores: Biosense & Zeleni hit
Publicado en: 2021
Editor: BIO, ZEL

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