dr.ir. Ayalew Kassahun

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Bedir TekinerdoganProfessor of Software and Systems Engineering, Wageningen University, The NetherlandsVerified email at wur.nl
Adrie BeulensHoogleraar Toegepaste Informatiekunde, Wageningen UniversiteitVerified email at wur.nl
Cagatay CatalProfessor in Computer ScienceVerified email at qu.edu.qa
Jens Christian RefsgaardGeological Survey of Denmark and Greenland (GEUS)Verified email at geus.dk
Matthew AyamgaPhD Candidate, Wageningen University & ResearchVerified email at wur.nl
Cor VerdouwWageningen University, Information Technology GroupVerified email at wur.nl
rob hartogresearcher at labbuddyVerified email at labbuddy.net
Hans Jørgen HenriksenGEUSVerified email at geus.dk
Michiel BlindCoordinator European Research, senior specialistVerified email at deltares.nl
Ioannis N. AthanasiadisChair of Artificial Intelligence, Wageningen University and ResearchVerified email at wur.nl
Joep TummersResearcher at Wageningen Economic Research, IT advisor at Tummers dataVerified email at wur.nl
Sjaak WolfertSenior Scientist at Wageningen Economic ResearchVerified email at wur.nl
chris addisonTechnical Centre for Agriculture and Rural CooperationVerified email at cta.int
Denis HavlikAIT Austrian Institut of Technology GmbH.Verified email at havlik.org
Peter KrauseThüringer Landesanstalt für Umwelt und Geologie - Flood Prediction CentreVerified email at tlug.thueringen.de
Nigel William Trevelyan QuinnResearch Group Leader, Berkeley National LaboratoryVerified email at lbl.gov
Ferdinando VillaBasque Centre for Climate ChangeVerified email at bc3research.org
Jan Willem KruizeVerified email at agripartner.nl
Paul JeffreyProfessor of Water Management, Cranfield UniversityVerified email at cranfield.ac.uk
George ARAMPATZISSchool of Production Engineering & Management, Technical University of Crete, Chania, GreeceVerified email at pem.tuc.gr

dr.ir. Ayalew Kassahun

Wageningen University

Verified email at wur.nl - Homepage

Business-IT alignment Software architecture Machine Learning Tracking and tracing GS1 standards


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Crop yield prediction using machine learning: A systematic literature review T Van Klompenburg, A Kassahun, C Catal Computers and electronics in agriculture 177, 105709, 2020	1187	2020
Environmental decision support systems (EDSS) development–challenges and best practices BS McIntosh, JC Ascough II, M Twery, J Chew, A Elmahdi, D Haase, ... Environmental Modelling & Software 26 (12), 1389-1402, 2011	354	2011
Quality assurance in model based water management-review of existing practice and outline of new approaches JC Refsgaard, HJ Henriksen, WG Harrar, H Scholten, A Kassahun Environmental Modelling & Software 20 (10), 1201-1215, 2005	244	2005
Obstacles and features of Farm Management Information Systems: A systematic literature review J Tummers, A Kassahun, B Tekinerdogan Computers and electronics in agriculture 157, 189-204, 2019	144	2019
A methodology to support multidisciplinary model-based water management H Scholten, A Kassahun, JC Refsgaard, T Kargas, C Gavardinas, ... Environmental Modelling & Software 22 (5), 743-759, 2007	136	2007
A reference architecture for Farm Software Ecosystems JW Kruize, J Wolfert, H Scholten, CN Verdouw, A Kassahun, AJM Beulens Computers and Electronics in Agriculture 125, 12-28, 2016	110	2016
Hybrid deep learning-based models for crop yield prediction A Oikonomidis, C Catal, A Kassahun Applied artificial intelligence 36 (1), 2031822, 2022	83	2022
Exploring the challenges posed by regulations for the use of drones in agriculture in the African context M Ayamga, B Tekinerdogan, A Kassahun Land 10 (2), 164, 2021	82	2021
Adoption of ICT innovations in the agriculture sector in Africa: a review of the literature C Ayim, A Kassahun, C Addison, B Tekinerdogan Agriculture & Food Security 11 (1), 22, 2022	75	2022
Deep learning for crop yield prediction: a systematic literature review A Oikonomidis, C Catal, A Kassahun New Zealand Journal of Crop and Horticultural Science 51 (1), 1-26, 2023	73	2023
Enabling chain-wide transparency in meat supply chains based on the EPCIS global standard and cloud-based services A Kassahun, RJM Hartog, T Sadowski, H Scholten, T Bartram, S Wolfert, ... Computers and electronics in agriculture 109, 179-190, 2014	62	2014
Application of machine learning to improve dairy farm management: A systematic literature review N Slob, C Catal, A Kassahun Preventive veterinary medicine 187, 105237, 2021	61	2021
Plant disease detection using drones in precision agriculture R Chin, C Catal, A Kassahun Precision Agriculture 24 (5), 1663-1682, 2023	60	2023
Perceived effectiveness of environmental decision support systems in participatory planning: Evidence from small groups of end-users D Inman, M Blind, I Ribarova, A Krause, O Roosenschoon, A Kassahun, ... Environmental Modelling & Software 26 (3), 302-309, 2011	44	2011
Developing a policy framework for adoption and management of drones for agriculture in Africa M Ayamga, B Tekinerdogan, A Kassahun, G Rambaldi Technology Analysis & Strategic Management 33 (8), 970-987, 2021	43	2021
Business processes and information systems in the Ghana cocoa supply chain: A survey study E Ahoa, A Kassahun, B Tekinerdogan NJAS-Wageningen Journal of Life Sciences 92, 100323, 2020	42	2020
Realizing chain-wide transparency in meat supply chains based on global standards and a reference architecture A Kassahun, RJM Hartog, B Tekinerdogan Computers and Electronics in Agriculture 123, 275-291, 2016	39	2016
Reference architecture design for farm management information systems: a multi-case study approach J Tummers, A Kassahun, B Tekinerdogan Precision Agriculture 22 (1), 22-50, 2021	34	2021
Chapter seven integrated modelling frameworks for environmental assessment and decision support AE Rizzoli, G Leavesley, JC Ascough Ii, RM Argent, IN Athanasiadis, ... Developments in integrated environmental assessment 3, 101-118, 2008	31	2008
Adoption of ICT innovations in the agriculture sector in Africa: A Systematic Literature Review C Ayim, A Kassahun, B Tekinerdogan, C Addison arXiv preprint arXiv:2006.13831, 2020	22	2020

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