agriculture3 papersavg year 2026weak evidence

The lack of a comprehensive dataset on crop yield

Research gap analysis derived from 3 agriculture papers in our local library.

The gap

The lack of a comprehensive dataset on crop yield and agronomic trait evolution in China. The need for a detailed understanding of the temporal evolution of soil fertility and yield gaps.

Evidence profile

Sourced from the stated research gap and future-work section and stated challenges and limitations section of the source papers, classified as general, spanning 3 journals. Those papers have been cited 2 times in total.

Research trend

Established — well-defined area with open sub-problems.

Supporting evidence — 5 representative gaps

  • ‌A century-scale dataset of crop yield and agronomic trait evolution under field management in China (2026) · Scientific Data · doi

    The lack of a comprehensive dataset on crop yield and agronomic trait evolution in China. The need for a detailed understanding of the temporal evolution of soil fertility and yield gaps.

    generalstated research gapevidence 5/5
    Keywords: lack comprehensive dataset crop yield agronomic trait evolution
  • ‌A century-scale dataset of crop yield and agronomic trait evolution under field management in China (2026) · Scientific Data · doi

    Further analysis of the dataset to identify trends and patterns in crop yield and agronomic trait evolution. Development of crop yield models and sustainability assessments using the dataset. Investigation of the impacts of climate change and other factors on crop yield and agronomic trait evolution.

    generalfuture-work sectionevidence 5/5
    Keywords: further analysis dataset identify trends patterns crop yield
  • ‌A century-scale dataset of crop yield and agronomic trait evolution under field management in China (2026) · Scientific Data · doi

    The limited availability of arable land in China. The need for improved crop yields to meet increasing food demand. The impact of climate change on crop yield and agronomic trait evolution.

    generalstated challengesevidence 5/5
    Keywords: limited availability arable land china need improved crop
  • Competitive Ability of Three-Crop Mixtures and Pure Stands of Pea, Oats, and Camelina on Weed Diversity in Organic Farming (2026) · Agronomy · doi

    no direct measurement of crop architectural traits, - no external validation of the results, - the study only considered three crop species, - the experiments were conducted in a limited geographic area

    generallimitations sectionevidence 5/5
    Keywords: direct measurement crop architectural traits external validation results
  • Innovations in Agronomy and Their Impact on Greenhouse Vegetable Yields: Species-Specific Perspectives (2026) · Horticulturae · cited 2× · doi

    Lack of understanding of crop-specific differences in responses to agronomic practices. Need for crop-specific strategies to improve yield, resource-use efficiency, and product quality. Limited knowledge on the impact of various agronomic practices on greenhouse vegetable yields.

    generalstated research gapevidence 5/5
    Keywords: lack understanding crop-specific differences responses agronomic practices need

Questions about this gap

The lack of a comprehensive dataset on crop yield and agronomic trait evolution in China. The need for a detailed understanding of the temporal evolution of soil fertility and yiel… This is supported by 5 representative gap statements extracted from 3 papers, rated weak evidence.

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