Risk mapping of redheaded cockchafer (Adoryphorus couloni) (Burmeister) infestations using a combination of novel k-means clustering and on-the-go plant and soil sensing technologies

Cosby, Amy; Falzon, Greg; Trotter, Mark; Stanley, John; Powell, Kevin; Lamb, David

doi:10.1007/s11119-015-9403-z

Cited by 8 publications

(2 citation statements)

References 22 publications

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“…Farmers are intrigued by PA innovations but are less convinced of its value even though they believe that PA technologies are useful to farming [25,26]. Barriers to PA adoption included technical issues with equipment, access to service software, the lack of compatibility of equipment to current farm operations [27], concerns regarding service providers misuse of agricultural data, challenges of managing the amount of PA data [28], user-friendly designs [10] and the cost [29,30].…”

Section: Introductionmentioning

confidence: 99%

Analyzing Precision Agriculture Adoption across the Globe: A Systematic Review of Scholarship from 1999–2020

2021

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Precision agriculture (PA) is a holistic, sustainable, innovative systems approach that assists farmers in production management. Adopting PA could improve sustainable food security and community economic sustainability. Developing an understanding of PA adoption attributes is needed in order to assist extension practitioners to promote adoption and better understand the innovation adoption phenomena. A systematic review of literature was conducted to investigate attributes that foster PA adoption. Thirty-three publications were examined, and four themes were found among the reviewed publications. The results were interpreted using Rogers’ diffusion of innovations framework to address the research objectives. Relative advantage and compatibility were two dominant attributes needed to strengthen the adoption of PA, and the complexity attribute was rarely communicated to promote the adoption of PA. The systematic review indicated the rate of farmer’s PA adoption does not occur at the highest potential levels due to inadequate communication of PA attributes from change agents to farmers. Extension field staff need professional development in communicating the five PA adoption attributes to farmers in order to improve PA adoption and enhance local sustainable food security. Thus, authors recommend future complexity studies from agricultural extension specialists’ perspectives to comprehend demonstratable approaches to motivate farmers’ adoption of PA.

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Section: Introductionmentioning

confidence: 99%

Analyzing Precision Agriculture Adoption across the Globe: A Systematic Review of Scholarship from 1999–2020

2021

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“…Diverse factors influence the adoption of PA. Barriers to PA adoption included technical issues with equipment, access to service software, the lack of compatibility of equipment to current farm operations [22], concerns regarding service providers misuse of agricultural data, challenges of managing amount of PA data [23], user-friendly design [10] and the cost [24][25].…”

Section: Introductionmentioning

confidence: 99%

Analyzing Precision Agriculture Adoption Across the Globe: A Systematic Review of Scholarship from 1999 – 2020

Lee¹,

Strong²,

Dooley³

2021

Preprint

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Precision agriculture (PA) is a holistic, sustainable, innovative systems approach that assists farmers in production management. Adopting PA could improve sustainable food security and community economic sustainability. Developing an understanding of PA adoption attributes is needed to assist extension practitioners to promote adoption and better understand the innovation adoption phenomena. A systematic review of literature was conducted to investigate PA adoption. Thirty-three publications were examined, and four themes were found among the reviewed publications. The results were interpreted using Rogers’ diffusion of innovations framework to address the research objectives. Of the reviewed literature, we found relative advantage and compatibility were two dominant attributes to strengthen the adoption of PA, and the complexity attribute was rarely used to promote the adoption of PA. This study shows that change agents do not fully use five attributes of innovation when they promote PA technology to stakeholders to adopt. Thus, we recommend studies from the agricultural extension specialists’ perspectives in the future may determine contributions to motivate farmers’ adoption of PA, in particular related to complexity.

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Plant Phenotyping

Qiu

Zhang²,

Wang³

et al. 2022

Agriculture Automation and Control

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Risk mapping of redheaded cockchafer (Adoryphorus couloni) (Burmeister) infestations using a combination of novel k-means clustering and on-the-go plant and soil sensing technologies

Cited by 8 publications

References 22 publications

Analyzing Precision Agriculture Adoption across the Globe: A Systematic Review of Scholarship from 1999–2020

Analyzing Precision Agriculture Adoption across the Globe: A Systematic Review of Scholarship from 1999–2020

Analyzing Precision Agriculture Adoption Across the Globe: A Systematic Review of Scholarship from 1999 – 2020

Plant Phenotyping

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