Intelligent data service for farmers

P. Linna; N. Narra; J. Grönman

doi:10.23919/MIPRO.2019.8756688

Intelligent data service for farmers

P. Linna, N. Narra, J. Grönman

Computing Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

4 Citations (Scopus)

Abstract

The agricultural sector in Finland has been lagging behind in digital development. Development has long been based on increasing production by investing in larger machines. Over the past decade, change has begun to take place in the direction of digitalization. One of the challenges is that different manufacturers are trying to get farmers' data on their own closed cloud services. In the worst case, farmers may lose an overall view of their farms and opportunities for deeper data analysis because their data is located in different services. The goals and previously studied challenges of the 'MIKÄ DATA' project are described in this research. This project will build an intelligent data service for farmers, which is based on the Oskari platform. In the 'Peltodata' service, farmers can see their own field data and many other data sources layer by layer. The project is focused on the study of machine learning techniques to develop harvest yield prediction and find out the correlation between many data sources. The 'Peltodata' service will be ready at the end of 2019.

Original language	English
Title of host publication	2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings
Editors	Karolj Skala, Zeljka Car, Predrag Pale, Darko Huljenic, Matej Janjic, Marko Koricic, Vlado Sruk, Slobodan Ribaric, Tihana Galinac Grbac, Zeljko Butkovic, Marina Cicin-Sain, Dejan Skvorc, Mladen Mauher, Snjezana Babic, Stjepan Gros, Boris Vrdoljak, Edvard Tijan
Publisher	IEEE
Pages	1072-1075
Number of pages	4
ISBN (Electronic)	9789532330984
DOIs	https://doi.org/10.23919/MIPRO.2019.8756688
Publication status	Published - 1 May 2019
Publication type	A4 Article in conference proceedings
Event	International Convention on Information and Communication Technology, Electronics and Microelectronics - Opatija, Croatia Duration: 20 May 2019 → 24 May 2019

Conference

Conference	International Convention on Information and Communication Technology, Electronics and Microelectronics
Country/Territory	Croatia
City	Opatija
Period	20/05/19 → 24/05/19

Keywords

Agriculture
Artificial intelligence
Platform

Publication forum classification

Publication forum level 1

ASJC Scopus subject areas

Computer Networks and Communications
Hardware and Architecture
Information Systems
Energy Engineering and Power Technology
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials

Access to Document

10.23919/MIPRO.2019.8756688

http://docs.mipro-proceedings.com/proceedings/mipro_2019_proceedings.pdf

Cite this

Linna, P., Narra, N., & Grönman, J. (2019). Intelligent data service for farmers. In K. Skala, Z. Car, P. Pale, D. Huljenic, M. Janjic, M. Koricic, V. Sruk, S. Ribaric, T. G. Grbac, Z. Butkovic, M. Cicin-Sain, D. Skvorc, M. Mauher, S. Babic, S. Gros, B. Vrdoljak, & E. Tijan (Eds.), 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings (pp. 1072-1075). IEEE. https://doi.org/10.23919/MIPRO.2019.8756688

Linna, P. ; Narra, N. ; Grönman, J. / Intelligent data service for farmers. 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. editor / Karolj Skala ; Zeljka Car ; Predrag Pale ; Darko Huljenic ; Matej Janjic ; Marko Koricic ; Vlado Sruk ; Slobodan Ribaric ; Tihana Galinac Grbac ; Zeljko Butkovic ; Marina Cicin-Sain ; Dejan Skvorc ; Mladen Mauher ; Snjezana Babic ; Stjepan Gros ; Boris Vrdoljak ; Edvard Tijan. IEEE, 2019. pp. 1072-1075

@inproceedings{06a6ef0834df49cfb7ee0eb724d9e520,

title = "Intelligent data service for farmers",

abstract = "The agricultural sector in Finland has been lagging behind in digital development. Development has long been based on increasing production by investing in larger machines. Over the past decade, change has begun to take place in the direction of digitalization. One of the challenges is that different manufacturers are trying to get farmers' data on their own closed cloud services. In the worst case, farmers may lose an overall view of their farms and opportunities for deeper data analysis because their data is located in different services. The goals and previously studied challenges of the 'MIK{\"A} DATA' project are described in this research. This project will build an intelligent data service for farmers, which is based on the Oskari platform. In the 'Peltodata' service, farmers can see their own field data and many other data sources layer by layer. The project is focused on the study of machine learning techniques to develop harvest yield prediction and find out the correlation between many data sources. The 'Peltodata' service will be ready at the end of 2019.",

keywords = "Agriculture, Artificial intelligence, Platform",

author = "P. Linna and N. Narra and J. Gr{\"o}nman",

year = "2019",

month = may,

day = "1",

doi = "10.23919/MIPRO.2019.8756688",

language = "English",

pages = "1072--1075",

editor = "Karolj Skala and Zeljka Car and Predrag Pale and Darko Huljenic and Matej Janjic and Marko Koricic and Vlado Sruk and Slobodan Ribaric and Grbac, {Tihana Galinac} and Zeljko Butkovic and Marina Cicin-Sain and Dejan Skvorc and Mladen Mauher and Snjezana Babic and Stjepan Gros and Boris Vrdoljak and Edvard Tijan",

booktitle = "2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings",

publisher = "IEEE",

note = "International Convention on Information and Communication Technology, Electronics and Microelectronics ; Conference date: 20-05-2019 Through 24-05-2019",

}

Linna, P, Narra, N & Grönman, J 2019, Intelligent data service for farmers. in K Skala, Z Car, P Pale, D Huljenic, M Janjic, M Koricic, V Sruk, S Ribaric, TG Grbac, Z Butkovic, M Cicin-Sain, D Skvorc, M Mauher, S Babic, S Gros, B Vrdoljak & E Tijan (eds), 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. IEEE, pp. 1072-1075, International Convention on Information and Communication Technology, Electronics and Microelectronics, Opatija, Croatia, 20/05/19. https://doi.org/10.23919/MIPRO.2019.8756688

Intelligent data service for farmers. / Linna, P.; Narra, N.; Grönman, J.
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. ed. / Karolj Skala; Zeljka Car; Predrag Pale; Darko Huljenic; Matej Janjic; Marko Koricic; Vlado Sruk; Slobodan Ribaric; Tihana Galinac Grbac; Zeljko Butkovic; Marina Cicin-Sain; Dejan Skvorc; Mladen Mauher; Snjezana Babic; Stjepan Gros; Boris Vrdoljak; Edvard Tijan. IEEE, 2019. p. 1072-1075.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Intelligent data service for farmers

AU - Linna, P.

AU - Narra, N.

AU - Grönman, J.

PY - 2019/5/1

Y1 - 2019/5/1

N2 - The agricultural sector in Finland has been lagging behind in digital development. Development has long been based on increasing production by investing in larger machines. Over the past decade, change has begun to take place in the direction of digitalization. One of the challenges is that different manufacturers are trying to get farmers' data on their own closed cloud services. In the worst case, farmers may lose an overall view of their farms and opportunities for deeper data analysis because their data is located in different services. The goals and previously studied challenges of the 'MIKÄ DATA' project are described in this research. This project will build an intelligent data service for farmers, which is based on the Oskari platform. In the 'Peltodata' service, farmers can see their own field data and many other data sources layer by layer. The project is focused on the study of machine learning techniques to develop harvest yield prediction and find out the correlation between many data sources. The 'Peltodata' service will be ready at the end of 2019.

AB - The agricultural sector in Finland has been lagging behind in digital development. Development has long been based on increasing production by investing in larger machines. Over the past decade, change has begun to take place in the direction of digitalization. One of the challenges is that different manufacturers are trying to get farmers' data on their own closed cloud services. In the worst case, farmers may lose an overall view of their farms and opportunities for deeper data analysis because their data is located in different services. The goals and previously studied challenges of the 'MIKÄ DATA' project are described in this research. This project will build an intelligent data service for farmers, which is based on the Oskari platform. In the 'Peltodata' service, farmers can see their own field data and many other data sources layer by layer. The project is focused on the study of machine learning techniques to develop harvest yield prediction and find out the correlation between many data sources. The 'Peltodata' service will be ready at the end of 2019.

KW - Agriculture

KW - Artificial intelligence

KW - Platform

U2 - 10.23919/MIPRO.2019.8756688

DO - 10.23919/MIPRO.2019.8756688

M3 - Conference contribution

SP - 1072

EP - 1075

BT - 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings

A2 - Skala, Karolj

A2 - Car, Zeljka

A2 - Pale, Predrag

A2 - Huljenic, Darko

A2 - Janjic, Matej

A2 - Koricic, Marko

A2 - Sruk, Vlado

A2 - Ribaric, Slobodan

A2 - Grbac, Tihana Galinac

A2 - Butkovic, Zeljko

A2 - Cicin-Sain, Marina

A2 - Skvorc, Dejan

A2 - Mauher, Mladen

A2 - Babic, Snjezana

A2 - Gros, Stjepan

A2 - Vrdoljak, Boris

A2 - Tijan, Edvard

PB - IEEE

T2 - International Convention on Information and Communication Technology, Electronics and Microelectronics

Y2 - 20 May 2019 through 24 May 2019

ER -

Linna P, Narra N, Grönman J. Intelligent data service for farmers. In Skala K, Car Z, Pale P, Huljenic D, Janjic M, Koricic M, Sruk V, Ribaric S, Grbac TG, Butkovic Z, Cicin-Sain M, Skvorc D, Mauher M, Babic S, Gros S, Vrdoljak B, Tijan E, editors, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. IEEE. 2019. p. 1072-1075 doi: 10.23919/MIPRO.2019.8756688

Intelligent data service for farmers

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Conference

Keywords

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ASJC Scopus subject areas

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