2021
DOI: 10.3390/su13094652
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Digitalization and AI in European Agriculture: A Strategy for Achieving Climate and Biodiversity Targets?

Abstract: This article analyzes the environmental opportunities and limitations of digitalization in the agricultural sector by applying qualitative governance analysis. Agriculture is recognized as a key application area for digital technologies, including artificial intelligence. This is not least because it faces major sustainability challenges, especially with regard to meeting the climate and biodiversity targets set out in the Paris Agreement and the Convention on Biological Diversity, as well as the water-related… Show more

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Cited by 82 publications
(55 citation statements)
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“…(2) In terms of research methods, in the studies that considered broadband to reduce carbon emissions, the analysis method were mainly observation and comparison, rather than econometric model analysis. Based on existing research, since agricultural production acts as a carbon sink [40,41], measurement accuracy can be improved by taking the carbon sequestration of agricultural production as one of the indicators of expected output. (3) Few scholars have discussed the moderating effect of land transfer and farmers' investment in production equipment on ACRE in the context of rural broadband adoption.…”
Section: Introductionmentioning
confidence: 99%
“…(2) In terms of research methods, in the studies that considered broadband to reduce carbon emissions, the analysis method were mainly observation and comparison, rather than econometric model analysis. Based on existing research, since agricultural production acts as a carbon sink [40,41], measurement accuracy can be improved by taking the carbon sequestration of agricultural production as one of the indicators of expected output. (3) Few scholars have discussed the moderating effect of land transfer and farmers' investment in production equipment on ACRE in the context of rural broadband adoption.…”
Section: Introductionmentioning
confidence: 99%
“…The major domestic agricultural equipment is steadily advancing in the direction of intelligence, high efficiency, and green. The agricultural field is increasingly emphasizing the realization of digitalization, green agriculture, and innovation of agriculture equipment (Garske et al, 2021). Digital green agriculture has become a new trend of agricultural development and is considered the frontier of agricultural science and technology development in the future .…”
Section: Introductionmentioning
confidence: 99%
“…Sustainable and resource-efficient agricultural production is required to ensure global food security in the 21st century as population and living standards increase [1]. Yet, intensive conventional agriculture is responsible for a large portion of biodiversity loss and climate change, among other long-term environmental damage, that may limit agricultural production in the future [1][2][3][4]. Precision agriculture, a farm management system that utilizes numerous technologies to optimize resource input and maximize output [5], may provide the tools needed to intensify agricultural production while prioritizing sustainability [6].…”
Section: Introductionmentioning
confidence: 99%
“…Precision agriculture has numerous social and environmental benefits; however, the benefits of precision agriculture are not easily quantified due to the diversity of application across multiple scenarios [5]. For example, environmental benefits of precision agriculture compared to traditional agriculture include the potential to mitigate agricultural greenhouse gas emissions [2], reduce waste from fertilizer and pesticide application, and preserve water quality [3,10]. Social benefits are often measured through aspects of sustainability that influence society, such as water pollution, greenhouse gas emissions, and biodiversity loss [10].…”
Section: Introductionmentioning
confidence: 99%