Collection statistics

From paper discovery to Colab.

Track collected papers through relevance screening, full-text investigation, research-material checks, and notebook creation.

Snapshot as of 14 November 2026 at 10:40 JSTPipeline: updated from changed records, counted in papers · Published notebook total: refreshed about every minute

STEP 01
Search and collection
211,022 papers
Unique papers collected through searches, after deduplication.
STEP 02
Plant phenotyping relevance
30,070 papers
Papers identified as relevant to plant phenotyping by their latest completed screening result.
STEP 03
Full-text access
10,899 papers
Relevant papers whose latest completed investigation confirms access to the full text.
STEP 04
Data/code correspondence
3,678 papers
Papers with reachable, paper-specific data, code, or models whose intended use and correspondence to the paper were checked by AI.
STEP 05
Published notebooks within this pipeline
323 papers
Papers meeting the preceding conditions with a published AI-verified Colab notebook.

Current collection and analysis

211,022 papers collected; 30,070 papers identified as relevant to plant phenotyping. Of these, full-text access was confirmed for 10,899 papers, and paper-specific data/code correspondence for 3,678 papers. 441 AI-verified Colab notebooks are published in total. Of these, 323 papers meet all preceding pipeline conditions.

Total published Colab notebooks441 notebooks

This total uses the same verified publication index as the notebook API and management dashboard. The pipeline counts papers that meet every preceding condition. The total also includes previously published notebooks whose papers do not meet the current full-text and material-check conditions.

Browse AI-verified notebooks ↗

A growing collection

Plant phenotyping, month by month.

Unique papers by publication month, with the running collection total.

30,086indexed phenotyping papers

Cumulative papersPublished that monthRefreshed from the public collection

How we count papers and interpret checks

The collection count is the number of deduplicated papers stored in the collection database, not the total hits reported by search APIs. Standalone software and dataset records are excluded.
Relevance screening completed: 210,068 papers. Counts use the latest completed screening result. Unscreened papers remain included in the collection count.
Full-text access requires a positive access result from the latest completed investigation. Completing an investigation alone does not qualify.
Data/code checks require a reachable public link, paper-specific materials, and confirmed correspondence to their intended use. General libraries and cited materials are excluded. Both data and code are not required.
AI checks of materials and notebooks do not guarantee scientific reproducibility or independent third-party verification.

Explore research fields and journals

These figures describe the public search index. Their scope and update timing differ from the collection and analysis pipeline above.

Topic dynamics