The lack of integration of crop rotation history in soil
Research gap analysis derived from 5 agriculture papers in our local library.
The gap
The lack of integration of crop rotation history in soil organic carbon modeling. The need for improved soil organic carbon modeling and monitoring in the Northern highlands of Peru.
Evidence profile
Sourced from the stated challenges and abstract and stated research gap and future-work section of the source papers, classified as general, drawn from work published between 2017 and 2026, spanning 5 journals. Those papers have been cited 283 times in total.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 7 representative gaps
- Microbially mediated mechanisms underlie soil carbon accrual by conservation agriculture under decade-long warming (2024) · Nature Communications · cited 160× · doi
Soil organic carbon loss due to climate change. Limited understanding of the mechanisms underlying soil organic carbon formation and accrual. Difficulty in developing effective strategies to increase agricultural resilience.
generalstated challengesKeywords: soil organic carbon loss due climate change limited - Rice Cultivation Duration Drives Soil Organic Carbon Stabilization in Saline–Alkaline Paddy Soils via Mineral-Associated Organic Carbon Accumulation and Biological Pathways (2026) · Biology · doi
Continuous paddy reclamation is a promising strategy for restoring sodic lands, yet the exact mechanisms driving soil organic carbon (SOC) stabilization remain insufficiently quantified.
generalabstractKeywords: continuous paddy reclamation promising strategy restoring sodic lands exact mechanisms driving soil organic carbon stabilization - Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management (2026) · PLoS ONE · doi
The lack of integration of crop rotation history in soil organic carbon modeling. The need for improved soil organic carbon modeling and monitoring in the Northern highlands of Peru.
generalstated research gapevidence 5/5Keywords: lack integration crop rotation history soil organic carbon - Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management (2026) · PLoS ONE · doi
To apply the study's approach to other regions. To integrate additional features and datasets to improve soil organic carbon modeling. To evaluate the long-term effects of crop rotation on soil organic carbon.
generalfuture-work sectionevidence 5/5Keywords: apply study approach other regions integrate additional features - Revealing spatial patterns and depth-dependent controls of soil organic carbon density across China using interpretable machine learning (2026) · Environmental Earth Sciences · doi
Abstract Soil organic carbon density (SOCD) is a key indicator of soil health and a critical component of terrestrial carbon storage, yet its large-scale spatial organization and environmental controls remain insufficiently understood.
generalabstractevidence 5/5Keywords: soil carbon abstract organic density socd indicator health critical component terrestrial storage large scale spatial - Can a history of crop rotations improve the prediction of soil organic carbon in the Andes? integrating machine learning multi-annual crop classification as a proxy of soil management (2026) · PLoS ONE · doi
Soil degradation caused by agricultural activities. Limited data availability for soil organic carbon modeling. Complexity of integrating crop rotation history into soil organic carbon modeling.
generalstated challengesevidence 5/5Keywords: soil degradation caused agricultural activities limited data availability - Dynamics of soil organic carbon and nitrogen following agricultural abandonment in a karst region (2017) · Journal of Geophysical Research Biogeosciences · cited 123× · doi
Abstract Agricultural abandonment is regarded as a major driver of soil organic carbon (C) dynamics, but the mechanisms underlying the direction and magnitude of soil C dynamics following agricultural abandonment are poorly understood.
generalabstractevidence 2/5Keywords: agricultural abandonment soil dynamics abstract regarded major driver organic carbon mechanisms underlying direction magnitude following
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