Opportunities and challenges for big data in agricultural and environmental analysis
Agriculture stands on the cusp of a digital revolution, and the same technologies that created
the Internet and are transforming medicine are now being applied in our farms and on our …
the Internet and are transforming medicine are now being applied in our farms and on our …
Big data in agriculture: A challenge for the future
This article examines the challenge and opportunities of Big Data, and concludes that these
technologies will lead to relevant analysis at every stage of the agricultural value chain. Big …
technologies will lead to relevant analysis at every stage of the agricultural value chain. Big …
Food security and digital economy in China: A pathway towards sustainable development
CC Lee, M Zeng, K Luo - Economic Analysis and Policy, 2023 - Elsevier
The world's largest food producer, China, is now facing increasing pressure to solve food
security and is committed to forging new prospects for global food security and sustainable …
security and is committed to forging new prospects for global food security and sustainable …
Data-driven decision making in precision agriculture: The rise of big data in agricultural systems
N Tantalaki, S Souravlas… - Journal of agricultural & …, 2019 - Taylor & Francis
In this paper, we provide a review of the research dedicated to applications of data science
techniques, and especially machine learning techniques, in relevant agricultural systems …
techniques, and especially machine learning techniques, in relevant agricultural systems …
[HTML][HTML] Improving crop yield estimation by applying higher resolution satellite NDVI imagery and high-resolution cropland masks
M Roznik, M Boyd, L Porth - Remote Sensing Applications: Society and …, 2022 - Elsevier
This research contributes to the literature by investigating if and by how much higher
resolution satellite imagery improves crop yield estimation accuracy at the county level when …
resolution satellite imagery improves crop yield estimation accuracy at the county level when …
Precision agriculture in the digital era: recent adoption on US farms
Digital agriculture (DA)—the ongoing transformation of farming that includes digitalization
and automation of farming tasks, of which precision agriculture (PA) is a chief element—may …
and automation of farming tasks, of which precision agriculture (PA) is a chief element—may …
Information inputs and technical efficiency in midwest corn production: evidence from farmers' use of yield and soil maps
JR McFadden, A Rosburg… - American Journal of …, 2022 - Wiley Online Library
There is increasing interest in how big data will affect US crop production, yet little is known
about the field‐level effects of “small”(ie, individual farm) data. We help to fill this void by …
about the field‐level effects of “small”(ie, individual farm) data. We help to fill this void by …
Opportunities in farming research from an operations management perspective
S Gupta, H Rikhtehgar Berenji… - Production and …, 2023 - journals.sagepub.com
We review and analyze the farming (upstream agribusiness supply chain) research literature
since 1965 to identify farming research opportunities for operations management (OM) …
since 1965 to identify farming research opportunities for operations management (OM) …
Farm's sequence of adoption of information-intensive precision agricultural technology
Precision agriculture (PA) has been commercially available for decades, however only
specific technologies have been readily adopted. The overall goal of this study was to …
specific technologies have been readily adopted. The overall goal of this study was to …
Expert insights on the impacts of, and potential for, agricultural big data
Advanced digital technologies are rapidly permeating agriculture from laboratory to field.
Machine-based breeding, robotics and big data technologies have deeply transformed not …
Machine-based breeding, robotics and big data technologies have deeply transformed not …