Collection statistics

Research landscape.

Topics, semantic classifications, resource coverage, and journals across the indexed literature.

157,031 papers screened · updated 15 Sept 2026

0122,645

Phenotyping papers

Papers matched to plant phenotyping.

View papers →021,324

With code

Papers with associated code or models.

View papers →031,963

With data

Papers with associated datasets.

View papers →04323

Code and data

Papers with both resource types.

View papers →

Research topics

Common terms

Current

Method development16868 Method validation14800 Plant phenotyping13821 Image-based phenotyping13803 Method application12935 Computational estimation11654 Phenotyping platforms6511 Sensor phenotyping6397 Trait measurement5303 Physiological traits3862 Tools & software1554 Method reviews1544 Phenotyping reviews1474 Datasets & benchmarks1296 Phenotyping datasets1004 Applied phenotyping447 Review articles433 Methods73

Journals

Papers by journal

2,829 journals

01Frontiers in Plant Science

1,545View ↗02Computers and Electronics in Agriculture.

1,326View ↗03bioRxiv

854View ↗04Remote Sensing

693View ↗05Scientific Reports

586View ↗06Plant Methods

581View ↗07Sensors (Basel, Switzerland)

477View ↗08Computers and Electronics in Agriculture

336View ↗09Plants (Basel, Switzerland)

288View ↗10Remote Sensing of Environment

283View ↗11arXiv

254View ↗12Methods in molecular biology (Clifton, N.J.)

247View ↗

Research landscape.

Phenotyping papers

With code

With data

Code and data

Browse by research attribute

Measured traits

Plants and crops

Imaging and sensors

Methods and tasks

Organs and scales

Environments

Common terms

Papers by journal