Existing advanced soil monitoring systems are expensive and unaffordable for small-scale farmers
Research gap analysis derived from 4 agriculture papers in our local library.
The gap
Existing advanced soil monitoring systems are expensive and unaffordable for small-scale farmers. There is a need for a low-cost, simple, and reliable system that can continuously monitor soil conditions and provide timely notifications.
Evidence profile
Sourced from the stated research gap and future-work section of the source papers, classified as general, drawn from work published between 2024 and 2026, spanning 4 journals. Those papers have been cited 64 times in total.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 4 representative gaps
- Soil Microarthropods as Tools for Monitoring Soil Quality: The QBS-ar Index in Three European Agroecosystems (2025) · Agriculture · cited 18× · doi
There is a lack of comprehensive and updated body of knowledge or methodology for identifying healthy soils in Europe. Prior efforts in soil monitoring did not lead to a harmonized approach for soil biological monitoring methodologies. There is a need to consider environmental differences, air temperature, and cumulative rainfall specific to each country when applying the QBS-ar index.
generalstated research gapKeywords: there lack comprehensive updated body knowledge methodology identifying - IOT-Based Smart Irrigation System (2026) · International Journal of Creative and Open Research in Engineering and Management · doi
Existing advanced soil monitoring systems are expensive and unaffordable for small-scale farmers. There is a need for a low-cost, simple, and reliable system that can continuously monitor soil conditions and provide timely notifications.
generalstated research gapevidence 5/5Keywords: existing advanced soil monitoring systems expensive unaffordable small-scale - Innovative Soil Management Strategies for Sustainable Agriculture (2024) · Sustainability · cited 45× · doi
Measures are still lacking that will allow agriculture to maintain adequate efficiency while fully protecting the environment, especially in developing countries. The concept of 'soil health' has become more discussed in recent decades, but there is no single, universal, and precise source of information about soil and crops.
generalstated research gapevidence 5/5Keywords: measures still lacking allow agriculture maintain adequate efficiency - Complementary Responses of Soil Biological Quality Indices Based on Microarthropods (QBS-ar) and Earthworms (QBS-e) Under Contrasting Agroecosystem Management (2026) · Environments · cited 1× · doi
further research is needed to explore the relationship between QBS-ar and QBS-e, - studies should investigate the effects of different management practices on soil biological quality, - research should focus on the development of more effective biological indicators for soil health
generalfuture-work sectionevidence 5/5Keywords: further research needed explore relationship between qbs-ar qbs-e
Questions about this gap
Explore this gap further
Run this gap as a query across open scholarly engines for the latest related literature.
Working on this gap? Review it with us.
AI Review reads your manuscript in one pass with 8 specialist agents, calibrated on 69K+ real peer reviews.
Tools for your next paper
Related gaps in Agriculture
- The potential contamination of groundwater with pathogensThe potential contamination of groundwater with pathogens. Another challenge is the need to ensure the safe management of human excreta.
- The study was conducted on a specific soil typeThe study was conducted on a specific soil type (acidic terrace soil) and may not be generalizable to other soil types. The experiment was…
- Validation of the results in field conditionsValidation of the results in field conditions. Upscaling of the laboratory-scale experiment to capture the variability of climatic,…
- Into varietal responses to cultivation systemsInto varietal responses to cultivation systems, - Research on the impact of local climatic conditions on the development of potato blight,…