Related Experiment Video
Updated: Jan 18, 2026

Author Spotlight: Whole-Mount Fluorescence In Situ Hybridization to Study Spermatogenesis in the Anopheles Mosquito
Published on: May 26, 2023
Spatial distribution patterns and formation of global spermatophytes
Xian-Han Huang1,2, Tao Deng1,2, Jun-Tong Chen1,2
1State Key Laboratory of Plant Diversity and Specialty Crops, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China.
Spatial evolution of seed plants (spermatophytes) was studied using machine learning. Seed plants originated from Gondwana, with distinct formation times and routes for cosmopolitan, tropical, and temperate elements.
Area of Science:
- Botany
- Evolutionary Biology
- Biogeography
Background:
- The evolutionary history of seed plants (spermatophytes) is well-documented temporally, but their spatial evolution remains understudied.
- A taxon-based approach to spatial evolution is critical for understanding global plant distribution patterns.
Purpose of the Study:
- To construct a Spermatophyte Spatial Evolutionary System (SSES) classifying global spermatophytes.
- To analyze the spatial evolutionary patterns and drivers of spermatophyte distribution.
Main Methods:
- Integrated geographic distributions and origin locations of 429 spermatophyte families.
- Applied unsupervised machine learning to classify distribution types and supertypes.
- Analyzed floristic elements (cosmopolitan, tropical, temperate) based on origin and formation.
Main Results:
- Classified global spermatophytes into 18 distribution types and six supertypes within three floristic elements.
- Found primary origin from Gondwana, with temperate elements being oldest and cosmopolitan youngest.
- Identified Tertiary period (Eocene-Miocene) as key formation time, driven by climate, dispersal, and tectonics.
Conclusions:
- Spatial evolution of spermatophytes is influenced by comparable formation processes and mechanisms.
- Similar distribution patterns arise from shared evolutionary drivers across floristic elements, supertypes, and types.
- Novel insights into global spermatophyte spatial evolution and distribution drivers were provided.
Related Concept Videos
Introduction to Plant Diversity
Seedless Vascular Plants
Spermatogenesis
Spermatogenesis
The process of spermatogenesis can be divided into mitosis, meiosis, and spermiogenesis. During mitosis, the spermatogonia or stem cells divide to produce two identical daughter cells, type A and B spermatogonia. Type-A...
The Angiosperm Life Cycle
Non-vascular Seedless Plants

