22 pages, The objective of this study was to provide a comprehensive overview of the recent advancements in the use of deep learning (DL) in the agricultural sector. The author conducted a review of studies published between 2016 and 2022 to highlight the various applications of DL in agriculture, which include counting fruits, managing water, crop management, soil management, weed detection, seed classification, yield prediction, disease detection, and harvesting. The author found that DL’s ability to learn from large datasets has great promise for the transformation of the agriculture industry, but there are challenges, such as the difficulty of compiling datasets, the cost of computational power, and the shortage of DL experts. The author aimed to address these challenges by presenting his survey as a resource for future research and development regarding the use of DL in agriculture.
Agricultural Communications Documentation Center, Funk Library, University of Illinois Box: 161 Document Number: D07899
Notes:
In the e-book: Kerry J. Byrnes, Giants in their realms: close encounters of the celebrity kind. Posted on the website of Okemos High School Alumni, Okemos, Michigan. 11 pages.
12 pages., via online journal., Information and Communication Technologies (ICT) usage in Nigeria has gone a long way but
despite its existence, there seems to exist limited access and utilisation of the technologies
among farmers in south-East Nigeria. Consequent upon this, the study analysed the access and
application of information and communication technology (ICT) among farmers of South East
farmers, Nigeria. Multi-stage sampling technique was employed in selection of 240 Farmers for
the study. Primary data were collected with the aid of a well-structured questionnaire. Descriptive
statistics were employed to achieve objectives i, ii, and iii. The result of the analysis showed that
62.50% of farmers were males and married (84.17%) with average household size of 7 persons.
Also, majority (45.42%) of the farmers completed primary education. Further analysis revealed
that although many ICT facilities exist; radio, television and phones sourced personally from open
market were the most readily available ICT facilities owned, accessed, and utilized by most
farmers. Consequently, the level of access and utilization of these facilities were found to be
generally low among the respondents as the mean access (1.2) and utilisation (1.8). The result
further showed that information on physical farm measurement (2.6), how to estimate farm output
(2.7), new varieties of seeds and seedling (x=2.6), best planting techniques (x=2.6) and use of
fertilizer (x = 2.8) were the identified major areas extension agents applied ICTs in facilitating
agricultural activities by extension agents as use of fertilizer (x = 2.5) was the major area ICTs
facilitated agricultural activities for the farmers. Based on the findings, the study recommended
the strengthening of the use of contemporary ICTs (phones, internet, etc.) rather than
conventional ICTs such as radio and television, provision of adequate training on the use of ICTs
for farmers, and extension agents and other agricultural stakeholders.
13 pages, via online journal, Purpose: This study examined knowledge sharing mechanisms in coffee IPs and their effect on actor linkages in four districts of Uganda.
Design/methodology/approach: Thirty one respondents from the public and private sector were interviewed using a qualitative approach. Data were analyzed using the Atlas ti qualitative software version 7.5.18 to generate themes for information sources, types and channels. Social network analysis was used to measure the actor centrality positions and influence in the IP network.
Findings: Results revealed seven main categories of actors in the Coffee IPs who shared information on coffee inputs, agronomic practices, processing and markets through three main channels. Level of cohesion was less than 10% which had negative implications on the knowledge flow, trust and collaboration among the actors. Influential positions were occupied by the processors and farmer leaders in IPs in the southern districts of Luwero and Rakai, while nursery operators were most influential in IPs of the western districts of Ntungamo and Bushenyi. Weak linkages within the social networks indicated that initiatives of the actors were fragmented, as each actor acted as an individual detached from the platform activities limiting inter-actor knowledge sharing.
Practical implications: Innovation intermediaries should focus on integrated systemic and innovative approaches to strengthen actor social linkages for knowledge sharing and better platform performance.
Theoretical implications: Actor positions and relationships in innovation networks are critical tenets for fostering knowledge exchange and performance. In an innovation platform, diverse actors are multiple sources for accessing information within a given social and institutional context.
Originality/value: The study contributes to existing debate and knowledge on institutional change in agricultural innovation systems.
8 pages., ISBN 978-3-319-92102-0, Via ebook, The idea underpinning EIP-AGRI for linking producers and users of knowledge and promoting their interaction around problem-solving is well grounded on the evidence provided by the ‘innovation systems’ and related literature. Evidence gaps that matter to the implementation of the EIP-AGRI activities comprise the lack of knowledge regarding the best-fit network configuration for different farming systems and farming styles, and the nature and effectiveness of a facilitator function and role to bridge communication between researchers and farmers. This paper contributes with empirical evidence regarding the networks configuration best-fit for different farming system and farming styles, and provide insights on the facilitator relevance and its desirable profile, built on the study of a particular network: the Portuguese Cluster of small fruits (CSF). The small fruit sector is a novel sector in Portugal that has attracted in recent years a large number of new investors, in particular newly-established small-scale inexperienced producers. The insights provided by the CSF analysis emphasises that agglomeration economies based networks, which are very important in some agricultural sectors (e.g. fruit, wine) and in countries or regions where small-scale farms are significant, can in fact be the ground for knowledge and innovation networks in the sense wanted by the EIP-AGRI, since inclusiveness and facilitation functions are accounted for properly.
Madushanka, L.S. (author), Weerasinghe, K.S. (author), Weerakkody, W.J.S.K. (author), and Department of Plantation Management, Faculty of Agriculture and Plantation Management, Wayamba University of Sri Lanka, Makandura, Gonawila (NWP), Sri Lanka
ICT Center, Wayamba University of Sri Lanka, Makandura, Gonawila (NWP), Sri Lanka
Format:
Conference paper
Publication Date:
2017-01-23
Published:
Sri Lanka: Institute of Electrical and Electronics Engineers Inc.
Location:
Agricultural Communications Documentation Center, Funk Library, University of Illinois Box: 162 Document Number: D08140
Notes:
16th International Conference on Advances in ICT for Emerging Regions, ICTer 2016; Jetwing BlueNegombo; Sri Lanka; 1 September 2016 through 3 September 2016; Category numberCFP1686L-ART; Code 126111. Article number 7829902, pp. 80-86
