Collection statistics

Research landscape.

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

157,168 papers screened · updated 17 Sept 2026

0122,670

Phenotyping papers

Papers matched to plant phenotyping.

View papers →021,330

With code

Papers with associated code or models.

View papers →031,967

With data

Papers with associated datasets.

View papers →04325

Code and data

Papers with both resource types.

View papers →

Research topics

Common terms

Current

Method development16888 Method validation14819 Plant phenotyping13831 Image-based phenotyping13817 Method application12948 Computational estimation11669 Phenotyping platforms6521 Sensor phenotyping6402 Trait measurement5308 Physiological traits3864 Tools & software1555 Method reviews1546 Phenotyping reviews1476 Datasets & benchmarks1300 Phenotyping datasets1007 Applied phenotyping447 Review articles433 Methods73

Journals

Papers by journal

2,831 journals

01Frontiers in Plant Science

1,547View ↗02Computers and Electronics in Agriculture.

1,326View ↗03bioRxiv

856View ↗04Remote Sensing

694View ↗05Scientific Reports

586View ↗06Plant Methods

583View ↗07Sensors (Basel, Switzerland)

477View ↗08Computers and Electronics in Agriculture

336View ↗09Plants (Basel, Switzerland)

288View ↗10Remote Sensing of Environment

283View ↗11arXiv

256View ↗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